warning: commands will be executed using /bin/sh
job 897 at Wed Sep  4 15:38:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08242013_reo/gatsby140_08242013_reo
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1635949 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 545316 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 28662 members 
Mstep: Class 4 contains 28544 members 
Mstep: Class 5 contains 28733 members 
Mstep: Class 6 contains 28883 members 
Mstep: Class 7 contains 28428 members 
Mstep: Class 8 contains 28751 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 28733 members 
Mstep: Class 11 contains 28653 members 
Mstep: Class 12 contains 28530 members 
Mstep: Class 13 contains 28698 members 
Mstep: Class 14 contains 28811 members 
Mstep: Class 15 contains 28913 members 
Mstep: Class 16 contains 28594 members 
Mstep: Class 17 contains 28770 members 
Mstep: Class 18 contains 28619 members 
Mstep: Class 19 contains 28633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 553.192261 but Gain 2146.480469
Score: -50125312.000000 Penalty: 38636.679688
Iteration 0F: 19 clusters Score -5.012531e+07 nChanged 515179
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 38171 members 
Mstep: Class 3 contains 38500 members 
Mstep: Class 4 contains 46566 members 
Mstep: Class 5 contains 14363 members 
Mstep: Class 6 contains 21679 members 
Mstep: Class 8 contains 25093 members 
Mstep: Class 9 contains 38629 members 
Mstep: Class 10 contains 24256 members 
Mstep: Class 11 contains 29786 members 
Mstep: Class 12 contains 26512 members 
Mstep: Class 13 contains 26644 members 
Mstep: Class 14 contains 33335 members 
Mstep: Class 15 contains 19047 members 
Mstep: Class 16 contains 14867 members 
Mstep: Class 17 contains 54923 members 
Mstep: Class 18 contains 26497 members 
Mstep: Class 19 contains 43667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51270892.000000 Penalty: 38636.679688
Iteration 1F: 19 clusters Score -5.127089e+07 nChanged 213065
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 3 contains 42909 members 
Mstep: Class 4 contains 48525 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 8 contains 26076 members 
Mstep: Class 9 contains 59746 members 
Mstep: Class 10 contains 10110 members 
Mstep: Class 11 contains 20699 members 
Mstep: Class 12 contains 18776 members 
Mstep: Class 13 contains 20725 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 14703 members 
Mstep: Class 16 contains 12317 members 
Mstep: Class 17 contains 71925 members 
Mstep: Class 18 contains 31542 members 
Mstep: Class 19 contains 48552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51700776.000000 Penalty: 38636.679688
Iteration 2F: 19 clusters Score -5.170078e+07 nChanged 157305
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 56861 members 
Mstep: Class 3 contains 45181 members 
Mstep: Class 4 contains 47083 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 8679 members 
Mstep: Class 8 contains 22867 members 
Mstep: Class 9 contains 69716 members 
Mstep: Class 10 contains 6229 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 13 contains 16959 members 
Mstep: Class 14 contains 18239 members 
Mstep: Class 15 contains 9215 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 86366 members 
Mstep: Class 18 contains 29712 members 
Mstep: Class 19 contains 46313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51916624.000000 Penalty: 38636.679688
Iteration 3F: 19 clusters Score -5.191662e+07 nChanged 112380
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 46334 members 
Mstep: Class 4 contains 43952 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 8 contains 19929 members 
Mstep: Class 9 contains 74445 members 
Mstep: Class 10 contains 5459 members 
Mstep: Class 11 contains 8447 members 
Mstep: Class 12 contains 21088 members 
Mstep: Class 13 contains 15063 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 95206 members 
Mstep: Class 18 contains 25372 members 
Mstep: Class 19 contains 42856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1998.626953 but Gain 2146.484375
Score: -52046204.000000 Penalty: 36490.195312
Iteration 4F: 18 clusters Score -5.20462e+07 nChanged 82670
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 71244 members 
Mstep: Class 3 contains 47131 members 
Mstep: Class 4 contains 40436 members 
Mstep: Class 5 contains 2741 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 8 contains 17964 members 
Mstep: Class 9 contains 76530 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 7906 members 
Mstep: Class 12 contains 23988 members 
Mstep: Class 13 contains 13623 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 97695 members 
Mstep: Class 18 contains 21627 members 
Mstep: Class 19 contains 40863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52130392.000000 Penalty: 36490.195312
Iteration 5F: 18 clusters Score -5.213039e+07 nChanged 60616
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 79733 members 
Mstep: Class 3 contains 47050 members 
Mstep: Class 4 contains 36549 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 8 contains 16980 members 
Mstep: Class 9 contains 78340 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 25323 members 
Mstep: Class 13 contains 12340 members 
Mstep: Class 14 contains 10526 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 94387 members 
Mstep: Class 18 contains 18995 members 
Mstep: Class 19 contains 39703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52181416.000000 Penalty: 36490.195312
Iteration 6F: 18 clusters Score -5.218142e+07 nChanged 47352
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 87098 members 
Mstep: Class 3 contains 46837 members 
Mstep: Class 4 contains 32646 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 1827 members 
Mstep: Class 8 contains 17133 members 
Mstep: Class 9 contains 81681 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 9869 members 
Mstep: Class 12 contains 25267 members 
Mstep: Class 13 contains 11522 members 
Mstep: Class 14 contains 10201 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 88596 members 
Mstep: Class 18 contains 18546 members 
Mstep: Class 19 contains 38666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52216360.000000 Penalty: 36490.195312
Iteration 7F: 18 clusters Score -5.221636e+07 nChanged 38523
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 92841 members 
Mstep: Class 3 contains 46759 members 
Mstep: Class 4 contains 28831 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 8 contains 17879 members 
Mstep: Class 9 contains 86045 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 10765 members 
Mstep: Class 12 contains 24185 members 
Mstep: Class 13 contains 11249 members 
Mstep: Class 14 contains 9673 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 81785 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 37742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52241024.000000 Penalty: 36490.195312
Iteration 8F: 18 clusters Score -5.224102e+07 nChanged 32626
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 97376 members 
Mstep: Class 3 contains 46749 members 
Mstep: Class 4 contains 25231 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 1685 members 
Mstep: Class 8 contains 18866 members 
Mstep: Class 9 contains 90765 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 11482 members 
Mstep: Class 12 contains 22505 members 
Mstep: Class 13 contains 11562 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 16 contains 6477 members 
Mstep: Class 17 contains 74923 members 
Mstep: Class 18 contains 22406 members 
Mstep: Class 19 contains 36888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52261500.000000 Penalty: 36490.195312
Iteration 9F: 18 clusters Score -5.22615e+07 nChanged 28814
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 101032 members 
Mstep: Class 3 contains 46724 members 
Mstep: Class 4 contains 22062 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 8 contains 19765 members 
Mstep: Class 9 contains 95465 members 
Mstep: Class 10 contains 3934 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 20700 members 
Mstep: Class 13 contains 12278 members 
Mstep: Class 14 contains 7777 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 68042 members 
Mstep: Class 18 contains 25551 members 
Mstep: Class 19 contains 36207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52280184.000000 Penalty: 36490.195312
Iteration 10F: 18 clusters Score -5.228018e+07 nChanged 25696
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 103900 members 
Mstep: Class 3 contains 46654 members 
Mstep: Class 4 contains 19347 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 8 contains 20434 members 
Mstep: Class 9 contains 99689 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 12113 members 
Mstep: Class 12 contains 19110 members 
Mstep: Class 13 contains 13187 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 16 contains 6746 members 
Mstep: Class 17 contains 61298 members 
Mstep: Class 18 contains 29190 members 
Mstep: Class 19 contains 35681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52294364.000000 Penalty: 36490.195312
Iteration 11Q: 18 clusters Score -5.229436e+07 nChanged 22692
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 106201 members 
Mstep: Class 3 contains 46446 members 
Mstep: Class 4 contains 17093 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 1723 members 
Mstep: Class 8 contains 20844 members 
Mstep: Class 9 contains 103155 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 12075 members 
Mstep: Class 12 contains 17930 members 
Mstep: Class 13 contains 14044 members 
Mstep: Class 14 contains 5901 members 
Mstep: Class 16 contains 6883 members 
Mstep: Class 17 contains 54922 members 
Mstep: Class 18 contains 33187 members 
Mstep: Class 19 contains 35337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52306972.000000 Penalty: 36490.195312
Iteration 12Q: 18 clusters Score -5.230697e+07 nChanged 20097
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 107919 members 
Mstep: Class 3 contains 46108 members 
Mstep: Class 4 contains 15232 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 1677 members 
Mstep: Class 8 contains 21076 members 
Mstep: Class 9 contains 105757 members 
Mstep: Class 10 contains 3518 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 17080 members 
Mstep: Class 13 contains 14815 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 49120 members 
Mstep: Class 18 contains 37303 members 
Mstep: Class 19 contains 35202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52317564.000000 Penalty: 36490.195312
Iteration 13Q: 18 clusters Score -5.231756e+07 nChanged 17794
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 109319 members 
Mstep: Class 3 contains 45626 members 
Mstep: Class 4 contains 13771 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 6 contains 1590 members 
Mstep: Class 8 contains 21123 members 
Mstep: Class 9 contains 107925 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 11704 members 
Mstep: Class 12 contains 16548 members 
Mstep: Class 13 contains 15456 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 16 contains 7247 members 
Mstep: Class 17 contains 43753 members 
Mstep: Class 18 contains 41171 members 
Mstep: Class 19 contains 35127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52327284.000000 Penalty: 36490.195312
Iteration 14Q: 18 clusters Score -5.232728e+07 nChanged 15665
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 110389 members 
Mstep: Class 3 contains 45088 members 
Mstep: Class 4 contains 12824 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 8 contains 21088 members 
Mstep: Class 9 contains 109713 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 11523 members 
Mstep: Class 12 contains 16186 members 
Mstep: Class 13 contains 15968 members 
Mstep: Class 14 contains 3594 members 
Mstep: Class 16 contains 7484 members 
Mstep: Class 17 contains 38920 members 
Mstep: Class 18 contains 44573 members 
Mstep: Class 19 contains 35071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52334972.000000 Penalty: 36490.195312
Iteration 15Q: 18 clusters Score -5.233497e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 111078 members 
Mstep: Class 3 contains 44423 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 8 contains 21033 members 
Mstep: Class 9 contains 111365 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 11439 members 
Mstep: Class 12 contains 15978 members 
Mstep: Class 13 contains 16252 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 16 contains 7708 members 
Mstep: Class 17 contains 34704 members 
Mstep: Class 18 contains 47374 members 
Mstep: Class 19 contains 34995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52340612.000000 Penalty: 36490.195312
Iteration 16Q: 18 clusters Score -5.234061e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 111593 members 
Mstep: Class 3 contains 43695 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 8 contains 20944 members 
Mstep: Class 9 contains 112963 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 11435 members 
Mstep: Class 12 contains 15849 members 
Mstep: Class 13 contains 16435 members 
Mstep: Class 14 contains 2408 members 
Mstep: Class 16 contains 7935 members 
Mstep: Class 17 contains 30966 members 
Mstep: Class 18 contains 49654 members 
Mstep: Class 19 contains 34924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52345100.000000 Penalty: 36490.195312
Iteration 17Q: 18 clusters Score -5.23451e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 111922 members 
Mstep: Class 3 contains 43016 members 
Mstep: Class 4 contains 12633 members 
Mstep: Class 5 contains 5401 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 8 contains 20834 members 
Mstep: Class 9 contains 114547 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 11464 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 16525 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 27674 members 
Mstep: Class 18 contains 51461 members 
Mstep: Class 19 contains 34790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52347880.000000 Penalty: 36490.195312
Iteration 18Q: 18 clusters Score -5.234788e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 112121 members 
Mstep: Class 3 contains 42421 members 
Mstep: Class 4 contains 12879 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 8 contains 20741 members 
Mstep: Class 9 contains 115962 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 11463 members 
Mstep: Class 12 contains 15663 members 
Mstep: Class 13 contains 16551 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 16 contains 8404 members 
Mstep: Class 17 contains 24864 members 
Mstep: Class 18 contains 52924 members 
Mstep: Class 19 contains 34629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52350064.000000 Penalty: 36490.195312
Iteration 19Q: 18 clusters Score -5.235006e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 112161 members 
Mstep: Class 3 contains 41920 members 
Mstep: Class 4 contains 13099 members 
Mstep: Class 5 contains 5700 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 8 contains 20668 members 
Mstep: Class 9 contains 117210 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 11485 members 
Mstep: Class 12 contains 15598 members 
Mstep: Class 13 contains 16537 members 
Mstep: Class 14 contains 1555 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 22499 members 
Mstep: Class 18 contains 54072 members 
Mstep: Class 19 contains 34469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52352416.000000 Penalty: 36490.195312
Iteration 20F: 18 clusters Score -5.235242e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 112075 members 
Mstep: Class 3 contains 41457 members 
Mstep: Class 4 contains 13281 members 
Mstep: Class 5 contains 5851 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 8 contains 20569 members 
Mstep: Class 9 contains 118271 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 11194 members 
Mstep: Class 12 contains 15565 members 
Mstep: Class 13 contains 16787 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 16 contains 8971 members 
Mstep: Class 17 contains 20510 members 
Mstep: Class 18 contains 55215 members 
Mstep: Class 19 contains 34273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52354584.000000 Penalty: 36490.195312
Iteration 21Q: 18 clusters Score -5.235458e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 112009 members 
Mstep: Class 3 contains 41018 members 
Mstep: Class 4 contains 13422 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 8 contains 20454 members 
Mstep: Class 9 contains 119206 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 10944 members 
Mstep: Class 12 contains 15556 members 
Mstep: Class 13 contains 16917 members 
Mstep: Class 14 contains 1413 members 
Mstep: Class 16 contains 9304 members 
Mstep: Class 17 contains 18861 members 
Mstep: Class 18 contains 56241 members 
Mstep: Class 19 contains 34047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52356760.000000 Penalty: 36490.195312
Iteration 22Q: 18 clusters Score -5.235676e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 111961 members 
Mstep: Class 3 contains 40692 members 
Mstep: Class 4 contains 13529 members 
Mstep: Class 5 contains 6091 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 8 contains 20373 members 
Mstep: Class 9 contains 119942 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 10745 members 
Mstep: Class 12 contains 15540 members 
Mstep: Class 13 contains 17024 members 
Mstep: Class 14 contains 1389 members 
Mstep: Class 16 contains 9631 members 
Mstep: Class 17 contains 17488 members 
Mstep: Class 18 contains 57133 members 
Mstep: Class 19 contains 33786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52358952.000000 Penalty: 36490.195312
Iteration 23Q: 18 clusters Score -5.235895e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 111941 members 
Mstep: Class 3 contains 40392 members 
Mstep: Class 4 contains 13636 members 
Mstep: Class 5 contains 6168 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 8 contains 20307 members 
Mstep: Class 9 contains 120580 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 10604 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 16 contains 9930 members 
Mstep: Class 17 contains 16398 members 
Mstep: Class 18 contains 57865 members 
Mstep: Class 19 contains 33541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52360820.000000 Penalty: 36490.195312
Iteration 24Q: 18 clusters Score -5.236082e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 111935 members 
Mstep: Class 3 contains 40152 members 
Mstep: Class 4 contains 13729 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 8 contains 20227 members 
Mstep: Class 9 contains 121112 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 15449 members 
Mstep: Class 13 contains 17110 members 
Mstep: Class 14 contains 1423 members 
Mstep: Class 16 contains 10183 members 
Mstep: Class 17 contains 15461 members 
Mstep: Class 18 contains 58509 members 
Mstep: Class 19 contains 33337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52362088.000000 Penalty: 36490.195312
Iteration 25Q: 18 clusters Score -5.236209e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 111988 members 
Mstep: Class 3 contains 39975 members 
Mstep: Class 4 contains 13826 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 1756 members 
Mstep: Class 8 contains 20145 members 
Mstep: Class 9 contains 121481 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 10443 members 
Mstep: Class 12 contains 15407 members 
Mstep: Class 13 contains 17098 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 16 contains 10389 members 
Mstep: Class 17 contains 14692 members 
Mstep: Class 18 contains 59032 members 
Mstep: Class 19 contains 33178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52363104.000000 Penalty: 36490.195312
Iteration 26Q: 18 clusters Score -5.23631e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 112040 members 
Mstep: Class 3 contains 39841 members 
Mstep: Class 4 contains 13902 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 1860 members 
Mstep: Class 8 contains 20068 members 
Mstep: Class 9 contains 121740 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 10400 members 
Mstep: Class 12 contains 15367 members 
Mstep: Class 13 contains 17071 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 16 contains 10602 members 
Mstep: Class 17 contains 14038 members 
Mstep: Class 18 contains 59494 members 
Mstep: Class 19 contains 33051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52363792.000000 Penalty: 36490.195312
Iteration 27Q: 18 clusters Score -5.236379e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 112091 members 
Mstep: Class 3 contains 39772 members 
Mstep: Class 4 contains 13994 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 8 contains 19992 members 
Mstep: Class 9 contains 121946 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15356 members 
Mstep: Class 13 contains 17043 members 
Mstep: Class 14 contains 1476 members 
Mstep: Class 16 contains 10759 members 
Mstep: Class 17 contains 13485 members 
Mstep: Class 18 contains 59857 members 
Mstep: Class 19 contains 32942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364224.000000 Penalty: 36490.195312
Iteration 28Q: 18 clusters Score -5.236422e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 112132 members 
Mstep: Class 3 contains 39735 members 
Mstep: Class 4 contains 14058 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 8 contains 19930 members 
Mstep: Class 9 contains 122123 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15353 members 
Mstep: Class 13 contains 17014 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 16 contains 10885 members 
Mstep: Class 17 contains 13043 members 
Mstep: Class 18 contains 60157 members 
Mstep: Class 19 contains 32873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364652.000000 Penalty: 36490.195312
Iteration 29Q: 18 clusters Score -5.236465e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 112170 members 
Mstep: Class 3 contains 39725 members 
Mstep: Class 4 contains 14143 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 8 contains 19878 members 
Mstep: Class 9 contains 122225 members 
Mstep: Class 10 contains 3204 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15351 members 
Mstep: Class 13 contains 17005 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 16 contains 10987 members 
Mstep: Class 17 contains 12648 members 
Mstep: Class 18 contains 60387 members 
Mstep: Class 19 contains 32821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364968.000000 Penalty: 36490.195312
Iteration 30Q: 18 clusters Score -5.236497e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 112176 members 
Mstep: Class 3 contains 39712 members 
Mstep: Class 4 contains 14238 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 8 contains 19825 members 
Mstep: Class 9 contains 122297 members 
Mstep: Class 10 contains 3142 members 
Mstep: Class 11 contains 10385 members 
Mstep: Class 12 contains 15338 members 
Mstep: Class 13 contains 17015 members 
Mstep: Class 14 contains 1459 members 
Mstep: Class 16 contains 11084 members 
Mstep: Class 17 contains 12309 members 
Mstep: Class 18 contains 60606 members 
Mstep: Class 19 contains 32794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364988.000000 Penalty: 36490.195312
Iteration 31Q: 18 clusters Score -5.236499e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 112153 members 
Mstep: Class 3 contains 39714 members 
Mstep: Class 4 contains 14333 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 8 contains 19777 members 
Mstep: Class 9 contains 122359 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 10419 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 17010 members 
Mstep: Class 14 contains 1470 members 
Mstep: Class 16 contains 11157 members 
Mstep: Class 17 contains 12043 members 
Mstep: Class 18 contains 60769 members 
Mstep: Class 19 contains 32800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365224.000000 Penalty: 36490.195312
Iteration 32Q: 18 clusters Score -5.236522e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 112129 members 
Mstep: Class 3 contains 39719 members 
Mstep: Class 4 contains 14420 members 
Mstep: Class 5 contains 6241 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 8 contains 19733 members 
Mstep: Class 9 contains 122420 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 15307 members 
Mstep: Class 13 contains 17008 members 
Mstep: Class 14 contains 1478 members 
Mstep: Class 16 contains 11239 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 60904 members 
Mstep: Class 19 contains 32820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365468.000000 Penalty: 36490.195312
Iteration 33Q: 18 clusters Score -5.236547e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 112090 members 
Mstep: Class 3 contains 39732 members 
Mstep: Class 4 contains 14524 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 8 contains 19695 members 
Mstep: Class 9 contains 122491 members 
Mstep: Class 10 contains 2871 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 15289 members 
Mstep: Class 13 contains 17010 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 16 contains 11307 members 
Mstep: Class 17 contains 11493 members 
Mstep: Class 18 contains 61019 members 
Mstep: Class 19 contains 32859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365768.000000 Penalty: 36490.195312
Iteration 34Q: 18 clusters Score -5.236577e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 112049 members 
Mstep: Class 3 contains 39753 members 
Mstep: Class 4 contains 14630 members 
Mstep: Class 5 contains 6171 members 
Mstep: Class 6 contains 2426 members 
Mstep: Class 8 contains 19670 members 
Mstep: Class 9 contains 122533 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 10633 members 
Mstep: Class 12 contains 15267 members 
Mstep: Class 13 contains 17012 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 16 contains 11372 members 
Mstep: Class 17 contains 11242 members 
Mstep: Class 18 contains 61114 members 
Mstep: Class 19 contains 32909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366012.000000 Penalty: 36490.195312
Iteration 35Q: 18 clusters Score -5.236601e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 112023 members 
Mstep: Class 3 contains 39757 members 
Mstep: Class 4 contains 14713 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 8 contains 19644 members 
Mstep: Class 9 contains 122561 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 15253 members 
Mstep: Class 13 contains 17002 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 16 contains 11419 members 
Mstep: Class 17 contains 11024 members 
Mstep: Class 18 contains 61213 members 
Mstep: Class 19 contains 32982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366112.000000 Penalty: 36490.195312
Iteration 36Q: 18 clusters Score -5.236611e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 111997 members 
Mstep: Class 3 contains 39763 members 
Mstep: Class 4 contains 14798 members 
Mstep: Class 5 contains 6114 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 8 contains 19613 members 
Mstep: Class 9 contains 122564 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 10895 members 
Mstep: Class 12 contains 15243 members 
Mstep: Class 13 contains 17000 members 
Mstep: Class 14 contains 1497 members 
Mstep: Class 16 contains 11461 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 18 contains 61295 members 
Mstep: Class 19 contains 33044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366436.000000 Penalty: 36490.195312
Iteration 37Q: 18 clusters Score -5.236644e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 111980 members 
Mstep: Class 3 contains 39763 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 8 contains 19579 members 
Mstep: Class 9 contains 122568 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 11053 members 
Mstep: Class 12 contains 15220 members 
Mstep: Class 13 contains 16993 members 
Mstep: Class 14 contains 1490 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 10686 members 
Mstep: Class 18 contains 61373 members 
Mstep: Class 19 contains 33116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366548.000000 Penalty: 36490.195312
Iteration 38Q: 18 clusters Score -5.236655e+07 nChanged 818
Entering ConstructFrom: 
Score: -52366548.000000 Penalty: 36490.195312
Entering ConstructFrom: 
Trying to split cluster 1 (64147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Entering Unmasked Estep 
Score: -6316173.500000 Penalty: 1798.701538
	Iteration 0F: 2 clusters Score -6316174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -6273424.000000 Penalty: 3597.403076
	Iteration 0F: 3 clusters Score -6273424 nChanged 30273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -6292001.500000 Penalty: 3597.403076
	Iteration 1F: 3 clusters Score -6292002 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6294885.500000 Penalty: 3597.403076
	Iteration 2F: 3 clusters Score -6294886 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -6299697.500000 Penalty: 3597.403076
	Iteration 3F: 3 clusters Score -6299698 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -6306129.000000 Penalty: 3597.403076
	Iteration 4F: 3 clusters Score -6306129 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -6311974.500000 Penalty: 3597.403076
	Iteration 5F: 3 clusters Score -6311974 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -6315922.500000 Penalty: 3597.403076
	Iteration 6F: 3 clusters Score -6315922 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -6318306.000000 Penalty: 3597.403076
	Iteration 7Q: 3 clusters Score -6318306 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -6319333.000000 Penalty: 3597.403076
	Iteration 8Q: 3 clusters Score -6319333 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -6319680.500000 Penalty: 3597.403076
	Iteration 9Q: 3 clusters Score -6319680 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -6319815.500000 Penalty: 3597.403076
	Iteration 10Q: 3 clusters Score -6319816 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6319923.500000 Penalty: 3597.403076
	Iteration 11Q: 3 clusters Score -6319924 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -6319960.500000 Penalty: 3597.403076
	Iteration 12Q: 3 clusters Score -6319960 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -6319971.000000 Penalty: 3597.403076
	Iteration 13Q: 3 clusters Score -6319971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -6319958.000000 Penalty: 3597.403076
	Iteration 14Q: 3 clusters Score -6319958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -6319969.000000 Penalty: 3597.403076
	Iteration 15Q: 3 clusters Score -6319969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -6319954.000000 Penalty: 3597.403076
	Iteration 16Q: 3 clusters Score -6319954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -6319963.000000 Penalty: 3597.403076
	Iteration 17Q: 3 clusters Score -6319963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -6319976.500000 Penalty: 3597.403076
	Iteration 18Q: 3 clusters Score -6319976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -6319973.500000 Penalty: 3597.403076
	Iteration 19Q: 3 clusters Score -6319974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -6319968.000000 Penalty: 3597.403076
	Iteration 20F: 3 clusters Score -6319968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -6319977.500000 Penalty: 3597.403076
	Iteration 21Q: 3 clusters Score -6319978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -6319966.500000 Penalty: 3597.403076
	Iteration 22Q: 3 clusters Score -6319966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -6319964.500000 Penalty: 3597.403076
	Iteration 23Q: 3 clusters Score -6319964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -6319978.500000 Penalty: 3597.403076
	Iteration 24Q: 3 clusters Score -6319978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -6319975.000000 Penalty: 3597.403076
	Iteration 25Q: 3 clusters Score -6319975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -6319972.500000 Penalty: 3597.403076
	Iteration 26Q: 3 clusters Score -6319972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -6319976.500000 Penalty: 3597.403076
	Iteration 27Q: 3 clusters Score -6319976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -6319975.000000 Penalty: 3597.403076
	Iteration 28Q: 3 clusters Score -6319975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -6319977.000000 Penalty: 3597.403076
	Iteration 29Q: 3 clusters Score -6319977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -6319983.000000 Penalty: 3597.403076
	Iteration 30Q: 3 clusters Score -6319983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -6319978.000000 Penalty: 3597.403076
	Iteration 31Q: 3 clusters Score -6319978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -6319979.500000 Penalty: 3597.403076
	Iteration 32Q: 3 clusters Score -6319980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -6319976.000000 Penalty: 3597.403076
	Iteration 33Q: 3 clusters Score -6319976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -6319970.500000 Penalty: 3597.403076
	Iteration 34Q: 3 clusters Score -6319970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -6319968.500000 Penalty: 3597.403076
	Iteration 35Q: 3 clusters Score -6319968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -6319972.000000 Penalty: 3597.403076
	Iteration 36Q: 3 clusters Score -6319972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -6319972.500000 Penalty: 3597.403076
	Iteration 37Q: 3 clusters Score -6319972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -6319972.500000 Penalty: 3597.403076
	Iteration 38F: 3 clusters Score -6319972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 39774 members 
Mstep: Class 4 contains 14922 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 33187 members 
Entering Unmasked Estep 
Score: -52370232.000000 Penalty: 38636.679688
Splitting cluster 1 changes total score from -52366548.000000 to -52370232.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (111948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Entering Unmasked Estep 
Score: -11083423.000000 Penalty: 1889.190796
	Iteration 0F: 2 clusters Score -1.108342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -11009859.000000 Penalty: 3778.381592
	Iteration 0F: 3 clusters Score -1.100986e+07 nChanged 53594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -11040990.000000 Penalty: 3778.381592
	Iteration 1F: 3 clusters Score -1.104099e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -11041997.000000 Penalty: 3778.381592
	Iteration 2Q: 3 clusters Score -1.1042e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -11043144.000000 Penalty: 3778.381592
	Iteration 3Q: 3 clusters Score -1.104314e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -11044495.000000 Penalty: 3778.381592
	Iteration 4Q: 3 clusters Score -1.10445e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -11046287.000000 Penalty: 3778.381592
	Iteration 5Q: 3 clusters Score -1.104629e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -11048665.000000 Penalty: 3778.381592
	Iteration 6Q: 3 clusters Score -1.104866e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -11051974.000000 Penalty: 3778.381592
	Iteration 7F: 3 clusters Score -1.105197e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -11056415.000000 Penalty: 3778.381592
	Iteration 8F: 3 clusters Score -1.105642e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -11060647.000000 Penalty: 3778.381592
	Iteration 9F: 3 clusters Score -1.106065e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -11062886.000000 Penalty: 3778.381592
	Iteration 10Q: 3 clusters Score -1.106289e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -11063690.000000 Penalty: 3778.381592
	Iteration 11Q: 3 clusters Score -1.106369e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50273 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -11063966.000000 Penalty: 3778.381592
	Iteration 12Q: 3 clusters Score -1.106397e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -11064102.000000 Penalty: 3778.381592
	Iteration 13Q: 3 clusters Score -1.10641e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -11064242.000000 Penalty: 3778.381592
	Iteration 14Q: 3 clusters Score -1.106424e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -11064372.000000 Penalty: 3778.381592
	Iteration 15Q: 3 clusters Score -1.106437e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -11064557.000000 Penalty: 3778.381592
	Iteration 16Q: 3 clusters Score -1.106456e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -11064809.000000 Penalty: 3778.381592
	Iteration 17Q: 3 clusters Score -1.106481e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 65431 members 
Entering Unmasked Estep 
Score: -11064925.000000 Penalty: 3778.381592
	Iteration 18Q: 3 clusters Score -1.106492e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -11065143.000000 Penalty: 3778.381592
	Iteration 19Q: 3 clusters Score -1.106514e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -11065359.000000 Penalty: 3778.381592
	Iteration 20F: 3 clusters Score -1.106536e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -11065623.000000 Penalty: 3778.381592
	Iteration 21Q: 3 clusters Score -1.106562e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 69312 members 
Entering Unmasked Estep 
Score: -11065944.000000 Penalty: 3778.381592
	Iteration 22Q: 3 clusters Score -1.106594e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -11066250.000000 Penalty: 3778.381592
	Iteration 23Q: 3 clusters Score -1.106625e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -11066779.000000 Penalty: 3778.381592
	Iteration 24Q: 3 clusters Score -1.106678e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -11067178.000000 Penalty: 3778.381592
	Iteration 25Q: 3 clusters Score -1.106718e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -11067635.000000 Penalty: 3778.381592
	Iteration 26Q: 3 clusters Score -1.106764e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 76620 members 
Entering Unmasked Estep 
Score: -11068183.000000 Penalty: 3778.381592
	Iteration 27Q: 3 clusters Score -1.106818e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -11068686.000000 Penalty: 3778.381592
	Iteration 28Q: 3 clusters Score -1.106869e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -11069328.000000 Penalty: 3778.381592
	Iteration 29Q: 3 clusters Score -1.106933e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -11069992.000000 Penalty: 3778.381592
	Iteration 30Q: 3 clusters Score -1.106999e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -11070680.000000 Penalty: 3778.381592
	Iteration 31Q: 3 clusters Score -1.107068e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 85305 members 
Entering Unmasked Estep 
Score: -11071306.000000 Penalty: 3778.381592
	Iteration 32Q: 3 clusters Score -1.107131e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -11071935.000000 Penalty: 3778.381592
	Iteration 33Q: 3 clusters Score -1.107194e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -11072513.000000 Penalty: 3778.381592
	Iteration 34Q: 3 clusters Score -1.107251e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -11073163.000000 Penalty: 3778.381592
	Iteration 35Q: 3 clusters Score -1.107316e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -11073759.000000 Penalty: 3778.381592
	Iteration 36Q: 3 clusters Score -1.107376e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -11074312.000000 Penalty: 3778.381592
	Iteration 37Q: 3 clusters Score -1.107431e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -11074850.000000 Penalty: 3778.381592
	Iteration 38Q: 3 clusters Score -1.107485e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -11075314.000000 Penalty: 3778.381592
	Iteration 39Q: 3 clusters Score -1.107531e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 97926 members 
Entering Unmasked Estep 
Score: -11075838.000000 Penalty: 3778.381592
	Iteration 40F: 3 clusters Score -1.107584e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 99313 members 
Entering Unmasked Estep 
Score: -11076327.000000 Penalty: 3778.381592
	Iteration 41Q: 3 clusters Score -1.107633e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -11076821.000000 Penalty: 3778.381592
	Iteration 42Q: 3 clusters Score -1.107682e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -11077344.000000 Penalty: 3778.381592
	Iteration 43Q: 3 clusters Score -1.107734e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 103147 members 
Entering Unmasked Estep 
Score: -11077800.000000 Penalty: 3778.381592
	Iteration 44Q: 3 clusters Score -1.10778e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 104290 members 
Entering Unmasked Estep 
Score: -11078273.000000 Penalty: 3778.381592
	Iteration 45Q: 3 clusters Score -1.107827e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -11078774.000000 Penalty: 3778.381592
	Iteration 46Q: 3 clusters Score -1.107877e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
Score: -11079153.000000 Penalty: 3778.381592
	Iteration 47Q: 3 clusters Score -1.107915e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -11079515.000000 Penalty: 3778.381592
	Iteration 48Q: 3 clusters Score -1.107952e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -11079882.000000 Penalty: 3778.381592
	Iteration 49Q: 3 clusters Score -1.107988e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -11080205.000000 Penalty: 3778.381592
	Iteration 50Q: 3 clusters Score -1.10802e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -11080508.000000 Penalty: 3778.381592
	Iteration 51Q: 3 clusters Score -1.108051e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 109596 members 
Entering Unmasked Estep 
Score: -11080774.000000 Penalty: 3778.381592
	Iteration 52Q: 3 clusters Score -1.108077e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -11081039.000000 Penalty: 3778.381592
	Iteration 53Q: 3 clusters Score -1.108104e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 110368 members 
Entering Unmasked Estep 
Score: -11081243.000000 Penalty: 3778.381592
	Iteration 54Q: 3 clusters Score -1.108124e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -11081420.000000 Penalty: 3778.381592
	Iteration 55Q: 3 clusters Score -1.108142e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 110855 members 
Entering Unmasked Estep 
Score: -11081525.000000 Penalty: 3778.381592
	Iteration 56Q: 3 clusters Score -1.108152e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -11081580.000000 Penalty: 3778.381592
	Iteration 57Q: 3 clusters Score -1.108158e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 111097 members 
Entering Unmasked Estep 
Score: -11081639.000000 Penalty: 3778.381592
	Iteration 58Q: 3 clusters Score -1.108164e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 111185 members 
Entering Unmasked Estep 
Score: -11081682.000000 Penalty: 3778.381592
	Iteration 59Q: 3 clusters Score -1.108168e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 111257 members 
Entering Unmasked Estep 
Score: -11081742.000000 Penalty: 3778.381592
	Iteration 60F: 3 clusters Score -1.108174e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -11081806.000000 Penalty: 3778.381592
	Iteration 61Q: 3 clusters Score -1.108181e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -11081840.000000 Penalty: 3778.381592
	Iteration 62Q: 3 clusters Score -1.108184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 111375 members 
Entering Unmasked Estep 
Score: -11081862.000000 Penalty: 3778.381592
	Iteration 63Q: 3 clusters Score -1.108186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 111398 members 
Entering Unmasked Estep 
Score: -11081883.000000 Penalty: 3778.381592
	Iteration 64Q: 3 clusters Score -1.108188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -11081891.000000 Penalty: 3778.381592
	Iteration 65Q: 3 clusters Score -1.108189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 111416 members 
Entering Unmasked Estep 
Score: -11081904.000000 Penalty: 3778.381592
	Iteration 66Q: 3 clusters Score -1.10819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -11081916.000000 Penalty: 3778.381592
	Iteration 67Q: 3 clusters Score -1.108192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -11081931.000000 Penalty: 3778.381592
	Iteration 68Q: 3 clusters Score -1.108193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -11081942.000000 Penalty: 3778.381592
	Iteration 69Q: 3 clusters Score -1.108194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 111453 members 
Entering Unmasked Estep 
Score: -11081954.000000 Penalty: 3778.381592
	Iteration 70Q: 3 clusters Score -1.108195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -11081969.000000 Penalty: 3778.381592
	Iteration 71Q: 3 clusters Score -1.108197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -11081969.000000 Penalty: 3778.381592
	Iteration 72Q: 3 clusters Score -1.108197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 111465 members 
Entering Unmasked Estep 
Score: -11081962.000000 Penalty: 3778.381592
	Iteration 73Q: 3 clusters Score -1.108196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 111469 members 
Entering Unmasked Estep 
Score: -11081959.000000 Penalty: 3778.381592
	Iteration 74Q: 3 clusters Score -1.108196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -11081966.000000 Penalty: 3778.381592
	Iteration 75Q: 3 clusters Score -1.108197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -11081966.000000 Penalty: 3778.381592
	Iteration 76Q: 3 clusters Score -1.108197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 111481 members 
Entering Unmasked Estep 
Score: -11081966.000000 Penalty: 3778.381592
	Iteration 77F: 3 clusters Score -1.108197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Entering Unmasked Estep 
Score: -3864258.000000 Penalty: 1721.032471
	Iteration 0F: 2 clusters Score -3864258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3837526.250000 Penalty: 3442.064941
	Iteration 0F: 3 clusters Score -3837526 nChanged 18488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3848704.250000 Penalty: 3442.064941
	Iteration 1F: 3 clusters Score -3848704 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3850038.750000 Penalty: 3442.064941
	Iteration 2F: 3 clusters Score -3850039 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3851606.750000 Penalty: 3442.064941
	Iteration 3F: 3 clusters Score -3851607 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3853309.500000 Penalty: 3442.064941
	Iteration 4F: 3 clusters Score -3853310 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3855009.500000 Penalty: 3442.064941
	Iteration 5F: 3 clusters Score -3855010 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3856568.750000 Penalty: 3442.064941
	Iteration 6F: 3 clusters Score -3856569 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3857846.500000 Penalty: 3442.064941
	Iteration 7F: 3 clusters Score -3857846 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3858919.750000 Penalty: 3442.064941
	Iteration 8Q: 3 clusters Score -3858920 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3859794.750000 Penalty: 3442.064941
	Iteration 9Q: 3 clusters Score -3859795 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3860653.250000 Penalty: 3442.064941
	Iteration 10Q: 3 clusters Score -3860653 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3861743.750000 Penalty: 3442.064941
	Iteration 11Q: 3 clusters Score -3861744 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3862742.000000 Penalty: 3442.064941
	Iteration 12Q: 3 clusters Score -3862742 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3863201.250000 Penalty: 3442.064941
	Iteration 13Q: 3 clusters Score -3863201 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -3863430.750000 Penalty: 3442.064941
	Iteration 14Q: 3 clusters Score -3863431 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -3863571.500000 Penalty: 3442.064941
	Iteration 15Q: 3 clusters Score -3863572 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3863665.750000 Penalty: 3442.064941
	Iteration 16Q: 3 clusters Score -3863666 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3863746.500000 Penalty: 3442.064941
	Iteration 17Q: 3 clusters Score -3863746 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3863835.750000 Penalty: 3442.064941
	Iteration 18Q: 3 clusters Score -3863836 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3863923.000000 Penalty: 3442.064941
	Iteration 19Q: 3 clusters Score -3863923 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -3864009.250000 Penalty: 3442.064941
	Iteration 20F: 3 clusters Score -3864009 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3864106.500000 Penalty: 3442.064941
	Iteration 21Q: 3 clusters Score -3864106 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -3864216.000000 Penalty: 3442.064941
	Iteration 22Q: 3 clusters Score -3864216 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3864297.250000 Penalty: 3442.064941
	Iteration 23Q: 3 clusters Score -3864297 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3864406.250000 Penalty: 3442.064941
	Iteration 24Q: 3 clusters Score -3864406 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3864509.000000 Penalty: 3442.064941
	Iteration 25Q: 3 clusters Score -3864509 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -3864637.250000 Penalty: 3442.064941
	Iteration 26Q: 3 clusters Score -3864637 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3864756.500000 Penalty: 3442.064941
	Iteration 27Q: 3 clusters Score -3864756 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3864857 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3864993.750000 Penalty: 3442.064941
	Iteration 29Q: 3 clusters Score -3864994 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3865121.750000 Penalty: 3442.064941
	Iteration 30Q: 3 clusters Score -3865122 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3865236.750000 Penalty: 3442.064941
	Iteration 31Q: 3 clusters Score -3865237 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3865394.500000 Penalty: 3442.064941
	Iteration 32Q: 3 clusters Score -3865394 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3865573.000000 Penalty: 3442.064941
	Iteration 33Q: 3 clusters Score -3865573 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3865727.000000 Penalty: 3442.064941
	Iteration 34Q: 3 clusters Score -3865727 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3865846.750000 Penalty: 3442.064941
	Iteration 35Q: 3 clusters Score -3865847 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3865983.250000 Penalty: 3442.064941
	Iteration 36Q: 3 clusters Score -3865983 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3866065.500000 Penalty: 3442.064941
	Iteration 37Q: 3 clusters Score -3866066 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3866160.000000 Penalty: 3442.064941
	Iteration 38Q: 3 clusters Score -3866160 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3866209.750000 Penalty: 3442.064941
	Iteration 39Q: 3 clusters Score -3866210 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3866615.250000 Penalty: 3442.064941
	Iteration 40F: 3 clusters Score -3866615 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3867175.750000 Penalty: 3442.064941
	Iteration 41Q: 3 clusters Score -3867176 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3867695.000000 Penalty: 3442.064941
	Iteration 42Q: 3 clusters Score -3867695 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3868044.250000 Penalty: 3442.064941
	Iteration 43Q: 3 clusters Score -3868044 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3868257.000000 Penalty: 3442.064941
	Iteration 44Q: 3 clusters Score -3868257 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3868385.750000 Penalty: 3442.064941
	Iteration 45Q: 3 clusters Score -3868386 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3868493.000000 Penalty: 3442.064941
	Iteration 46Q: 3 clusters Score -3868493 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3868536.750000 Penalty: 3442.064941
	Iteration 47Q: 3 clusters Score -3868537 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3868563.750000 Penalty: 3442.064941
	Iteration 48Q: 3 clusters Score -3868564 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3868591.500000 Penalty: 3442.064941
	Iteration 49Q: 3 clusters Score -3868592 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3868623.500000 Penalty: 3442.064941
	Iteration 50Q: 3 clusters Score -3868624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3868643.500000 Penalty: 3442.064941
	Iteration 51Q: 3 clusters Score -3868644 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3868653.250000 Penalty: 3442.064941
	Iteration 52Q: 3 clusters Score -3868653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3868669.250000 Penalty: 3442.064941
	Iteration 53Q: 3 clusters Score -3868669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3868684.500000 Penalty: 3442.064941
	Iteration 54Q: 3 clusters Score -3868684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3868701.750000 Penalty: 3442.064941
	Iteration 55Q: 3 clusters Score -3868702 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3868715.000000 Penalty: 3442.064941
	Iteration 56Q: 3 clusters Score -3868715 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3868729.500000 Penalty: 3442.064941
	Iteration 57Q: 3 clusters Score -3868730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3868722.250000 Penalty: 3442.064941
	Iteration 58Q: 3 clusters Score -3868722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3868739.000000 Penalty: 3442.064941
	Iteration 59Q: 3 clusters Score -3868739 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3868766.750000 Penalty: 3442.064941
	Iteration 60F: 3 clusters Score -3868767 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3868777.750000 Penalty: 3442.064941
	Iteration 61Q: 3 clusters Score -3868778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3868801.750000 Penalty: 3442.064941
	Iteration 62Q: 3 clusters Score -3868802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3868806.750000 Penalty: 3442.064941
	Iteration 63Q: 3 clusters Score -3868807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3868823.500000 Penalty: 3442.064941
	Iteration 64Q: 3 clusters Score -3868824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3868817.750000 Penalty: 3442.064941
	Iteration 65Q: 3 clusters Score -3868818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3868829.000000 Penalty: 3442.064941
	Iteration 66Q: 3 clusters Score -3868829 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3868830.000000 Penalty: 3442.064941
	Iteration 67Q: 3 clusters Score -3868830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3868840.500000 Penalty: 3442.064941
	Iteration 68Q: 3 clusters Score -3868840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3868840.750000 Penalty: 3442.064941
	Iteration 69Q: 3 clusters Score -3868841 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3868847.750000 Penalty: 3442.064941
	Iteration 70Q: 3 clusters Score -3868848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3868859.500000 Penalty: 3442.064941
	Iteration 71Q: 3 clusters Score -3868860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3868857.500000 Penalty: 3442.064941
	Iteration 72Q: 3 clusters Score -3868858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3868854.750000 Penalty: 3442.064941
	Iteration 73Q: 3 clusters Score -3868855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3868860.750000 Penalty: 3442.064941
	Iteration 74Q: 3 clusters Score -3868861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3868875.500000 Penalty: 3442.064941
	Iteration 75Q: 3 clusters Score -3868876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3868875.000000 Penalty: 3442.064941
	Iteration 76Q: 3 clusters Score -3868875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3868886.250000 Penalty: 3442.064941
	Iteration 77Q: 3 clusters Score -3868886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3868907.250000 Penalty: 3442.064941
	Iteration 78Q: 3 clusters Score -3868907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3868902.500000 Penalty: 3442.064941
	Iteration 79Q: 3 clusters Score -3868902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3868907.250000 Penalty: 3442.064941
	Iteration 80F: 3 clusters Score -3868907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3868909.750000 Penalty: 3442.064941
	Iteration 81Q: 3 clusters Score -3868910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3868921.250000 Penalty: 3442.064941
	Iteration 82Q: 3 clusters Score -3868921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3868918.250000 Penalty: 3442.064941
	Iteration 83Q: 3 clusters Score -3868918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3868916.500000 Penalty: 3442.064941
	Iteration 84Q: 3 clusters Score -3868916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3868911.250000 Penalty: 3442.064941
	Iteration 85Q: 3 clusters Score -3868911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3868916.000000 Penalty: 3442.064941
	Iteration 86Q: 3 clusters Score -3868916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3868927.500000 Penalty: 3442.064941
	Iteration 87Q: 3 clusters Score -3868928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3868937.000000 Penalty: 3442.064941
	Iteration 88Q: 3 clusters Score -3868937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3868936.250000 Penalty: 3442.064941
	Iteration 89Q: 3 clusters Score -3868936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3868943.500000 Penalty: 3442.064941
	Iteration 90Q: 3 clusters Score -3868944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3868951.250000 Penalty: 3442.064941
	Iteration 91Q: 3 clusters Score -3868951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3868942.750000 Penalty: 3442.064941
	Iteration 92Q: 3 clusters Score -3868943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3868947.500000 Penalty: 3442.064941
	Iteration 93Q: 3 clusters Score -3868948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3868958.250000 Penalty: 3442.064941
	Iteration 94Q: 3 clusters Score -3868958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3868971.500000 Penalty: 3442.064941
	Iteration 95Q: 3 clusters Score -3868972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3868974.250000 Penalty: 3442.064941
	Iteration 96Q: 3 clusters Score -3868974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3868981.750000 Penalty: 3442.064941
	Iteration 97Q: 3 clusters Score -3868982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3869000.500000 Penalty: 3442.064941
	Iteration 98Q: 3 clusters Score -3869000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3869012.000000 Penalty: 3442.064941
	Iteration 99Q: 3 clusters Score -3869012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3869041.000000 Penalty: 3442.064941
	Iteration 100F: 3 clusters Score -3869041 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3869055.500000 Penalty: 3442.064941
	Iteration 101Q: 3 clusters Score -3869056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3869093.000000 Penalty: 3442.064941
	Iteration 102Q: 3 clusters Score -3869093 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3869151.000000 Penalty: 3442.064941
	Iteration 103Q: 3 clusters Score -3869151 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3869185.000000 Penalty: 3442.064941
	Iteration 104Q: 3 clusters Score -3869185 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3869230.750000 Penalty: 3442.064941
	Iteration 105Q: 3 clusters Score -3869231 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3869247.250000 Penalty: 3442.064941
	Iteration 106Q: 3 clusters Score -3869247 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3869278.250000 Penalty: 3442.064941
	Iteration 107Q: 3 clusters Score -3869278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3869316.000000 Penalty: 3442.064941
	Iteration 108Q: 3 clusters Score -3869316 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3869331.000000 Penalty: 3442.064941
	Iteration 109Q: 3 clusters Score -3869331 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -3869353.000000 Penalty: 3442.064941
	Iteration 110Q: 3 clusters Score -3869353 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3869372.500000 Penalty: 3442.064941
	Iteration 111Q: 3 clusters Score -3869372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3869379.000000 Penalty: 3442.064941
	Iteration 112Q: 3 clusters Score -3869379 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3869407.500000 Penalty: 3442.064941
	Iteration 113Q: 3 clusters Score -3869408 nChanged 97
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Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3869410.250000 Penalty: 3442.064941
	Iteration 114Q: 3 clusters Score -3869410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3869413.750000 Penalty: 3442.064941
	Iteration 115Q: 3 clusters Score -3869414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3869420.750000 Penalty: 3442.064941
	Iteration 116Q: 3 clusters Score -3869421 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3869420.250000 Penalty: 3442.064941
	Iteration 117Q: 3 clusters Score -3869420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3869423.750000 Penalty: 3442.064941
	Iteration 118Q: 3 clusters Score -3869424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3869427.250000 Penalty: 3442.064941
	Iteration 119Q: 3 clusters Score -3869427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3869435.250000 Penalty: 3442.064941
	Iteration 120F: 3 clusters Score -3869435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3869439.750000 Penalty: 3442.064941
	Iteration 121Q: 3 clusters Score -3869440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3869437.500000 Penalty: 3442.064941
	Iteration 122Q: 3 clusters Score -3869438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3869440.500000 Penalty: 3442.064941
	Iteration 123Q: 3 clusters Score -3869440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3869432.250000 Penalty: 3442.064941
	Iteration 124Q: 3 clusters Score -3869432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3869438.750000 Penalty: 3442.064941
	Iteration 125Q: 3 clusters Score -3869439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3869441.500000 Penalty: 3442.064941
	Iteration 126Q: 3 clusters Score -3869442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3869452.750000 Penalty: 3442.064941
	Iteration 127Q: 3 clusters Score -3869453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3869447.750000 Penalty: 3442.064941
	Iteration 128Q: 3 clusters Score -3869448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3869441.250000 Penalty: 3442.064941
	Iteration 129Q: 3 clusters Score -3869441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3869438.500000 Penalty: 3442.064941
	Iteration 130Q: 3 clusters Score -3869438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3869447.500000 Penalty: 3442.064941
	Iteration 131Q: 3 clusters Score -3869448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3869456.500000 Penalty: 3442.064941
	Iteration 132Q: 3 clusters Score -3869456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3869454.750000 Penalty: 3442.064941
	Iteration 133Q: 3 clusters Score -3869455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3869460.000000 Penalty: 3442.064941
	Iteration 134Q: 3 clusters Score -3869460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3869469.000000 Penalty: 3442.064941
	Iteration 135Q: 3 clusters Score -3869469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3869470.500000 Penalty: 3442.064941
	Iteration 136Q: 3 clusters Score -3869470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3869468.750000 Penalty: 3442.064941
	Iteration 137Q: 3 clusters Score -3869469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3869475.250000 Penalty: 3442.064941
	Iteration 138Q: 3 clusters Score -3869475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3869471.000000 Penalty: 3442.064941
	Iteration 139Q: 3 clusters Score -3869471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3869469.000000 Penalty: 3442.064941
	Iteration 140F: 3 clusters Score -3869469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3869475.000000 Penalty: 3442.064941
	Iteration 141Q: 3 clusters Score -3869475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3869475.500000 Penalty: 3442.064941
	Iteration 142Q: 3 clusters Score -3869476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3869477.500000 Penalty: 3442.064941
	Iteration 143Q: 3 clusters Score -3869478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3869474.000000 Penalty: 3442.064941
	Iteration 144Q: 3 clusters Score -3869474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3869476.000000 Penalty: 3442.064941
	Iteration 145Q: 3 clusters Score -3869476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3869475.250000 Penalty: 3442.064941
	Iteration 146Q: 3 clusters Score -3869475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3869474.000000 Penalty: 3442.064941
	Iteration 147Q: 3 clusters Score -3869474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3869475.250000 Penalty: 3442.064941
	Iteration 148Q: 3 clusters Score -3869475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3869470.250000 Penalty: 3442.064941
	Iteration 149Q: 3 clusters Score -3869470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3869474.750000 Penalty: 3442.064941
	Iteration 150Q: 3 clusters Score -3869475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3869471.750000 Penalty: 3442.064941
	Iteration 151Q: 3 clusters Score -3869472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3869474.750000 Penalty: 3442.064941
	Iteration 152Q: 3 clusters Score -3869475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3869474.750000 Penalty: 3442.064941
	Iteration 153F: 3 clusters Score -3869475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 26234 members 
Mstep: Class 4 contains 14922 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 33187 members 
Entering Unmasked Estep 
Score: -52374664.000000 Penalty: 40783.160156
Splitting cluster 3 changes total score from -52366548.000000 to -52374664.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 4 (14922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Entering Unmasked Estep 
Score: -1463672.750000 Penalty: 1561.721191
	Iteration 0F: 2 clusters Score -1463673 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 7555 members 
Entering Unmasked Estep 
Score: -1453285.125000 Penalty: 3123.442383
	Iteration 0F: 3 clusters Score -1453285 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1457401.000000 Penalty: 3123.442383
	Iteration 1F: 3 clusters Score -1457401 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1458259.125000 Penalty: 3123.442383
	Iteration 2F: 3 clusters Score -1458259 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1459225.625000 Penalty: 3123.442383
	Iteration 3F: 3 clusters Score -1459226 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1460163.500000 Penalty: 3123.442383
	Iteration 4F: 3 clusters Score -1460164 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1461017.750000 Penalty: 3123.442383
	Iteration 5F: 3 clusters Score -1461018 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1461808.625000 Penalty: 3123.442383
	Iteration 6F: 3 clusters Score -1461809 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1462463.000000 Penalty: 3123.442383
	Iteration 7F: 3 clusters Score -1462463 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1462998.000000 Penalty: 3123.442383
	Iteration 8F: 3 clusters Score -1462998 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1463484.250000 Penalty: 3123.442383
	Iteration 9Q: 3 clusters Score -1463484 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1463890.625000 Penalty: 3123.442383
	Iteration 10Q: 3 clusters Score -1463891 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1464154.375000 Penalty: 3123.442383
	Iteration 11Q: 3 clusters Score -1464154 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1464347.500000 Penalty: 3123.442383
	Iteration 12Q: 3 clusters Score -1464348 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1464511.875000 Penalty: 3123.442383
	Iteration 13Q: 3 clusters Score -1464512 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1464625.375000 Penalty: 3123.442383
	Iteration 14Q: 3 clusters Score -1464625 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1464694.500000 Penalty: 3123.442383
	Iteration 15Q: 3 clusters Score -1464694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1464732.750000 Penalty: 3123.442383
	Iteration 16Q: 3 clusters Score -1464733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1464758.125000 Penalty: 3123.442383
	Iteration 17Q: 3 clusters Score -1464758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1464776.125000 Penalty: 3123.442383
	Iteration 18Q: 3 clusters Score -1464776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1464786.750000 Penalty: 3123.442383
	Iteration 19Q: 3 clusters Score -1464787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1464793.500000 Penalty: 3123.442383
	Iteration 20F: 3 clusters Score -1464794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1464799.250000 Penalty: 3123.442383
	Iteration 21Q: 3 clusters Score -1464799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1464799.875000 Penalty: 3123.442383
	Iteration 22Q: 3 clusters Score -1464800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1464800.500000 Penalty: 3123.442383
	Iteration 23Q: 3 clusters Score -1464800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1464800.500000 Penalty: 3123.442383
	Iteration 24F: 3 clusters Score -1464800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 26234 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 33187 members 
Mstep: Class 20 contains 690 members 
Entering Unmasked Estep 
Score: -52375188.000000 Penalty: 42929.640625
Splitting cluster 4 changes total score from -52366548.000000 to -52375188.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -569885.687500 Penalty: 1416.063843
	Iteration 0F: 2 clusters Score -569885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -565275.187500 Penalty: 2832.127686
	Iteration 0F: 3 clusters Score -565275.2 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -566726.500000 Penalty: 2832.127686
	Iteration 1F: 3 clusters Score -566726.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -566964.875000 Penalty: 2832.127686
	Iteration 2F: 3 clusters Score -566964.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -567149.437500 Penalty: 2832.127686
	Iteration 3F: 3 clusters Score -567149.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -567295.062500 Penalty: 2832.127686
	Iteration 4Q: 3 clusters Score -567295.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -567431.437500 Penalty: 2832.127686
	Iteration 5Q: 3 clusters Score -567431.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -567558.312500 Penalty: 2832.127686
	Iteration 6Q: 3 clusters Score -567558.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -567680.937500 Penalty: 2832.127686
	Iteration 7Q: 3 clusters Score -567680.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -567798.875000 Penalty: 2832.127686
	Iteration 8Q: 3 clusters Score -567798.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -567909.750000 Penalty: 2832.127686
	Iteration 9Q: 3 clusters Score -567909.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -568014.687500 Penalty: 2832.127686
	Iteration 10Q: 3 clusters Score -568014.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -568103.562500 Penalty: 2832.127686
	Iteration 11Q: 3 clusters Score -568103.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -568170.562500 Penalty: 2832.127686
	Iteration 12Q: 3 clusters Score -568170.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -568225.562500 Penalty: 2832.127686
	Iteration 13Q: 3 clusters Score -568225.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -568274.937500 Penalty: 2832.127686
	Iteration 14Q: 3 clusters Score -568274.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -568314.812500 Penalty: 2832.127686
	Iteration 15Q: 3 clusters Score -568314.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -568362.250000 Penalty: 2832.127686
	Iteration 16Q: 3 clusters Score -568362.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -568408.500000 Penalty: 2832.127686
	Iteration 17Q: 3 clusters Score -568408.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -568458.562500 Penalty: 2832.127686
	Iteration 18Q: 3 clusters Score -568458.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -568501.937500 Penalty: 2832.127686
	Iteration 19Q: 3 clusters Score -568501.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -568544.125000 Penalty: 2832.127686
	Iteration 20F: 3 clusters Score -568544.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -568586.500000 Penalty: 2832.127686
	Iteration 21Q: 3 clusters Score -568586.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -568624.812500 Penalty: 2832.127686
	Iteration 22Q: 3 clusters Score -568624.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -568663.625000 Penalty: 2832.127686
	Iteration 23Q: 3 clusters Score -568663.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -568693.125000 Penalty: 2832.127686
	Iteration 24Q: 3 clusters Score -568693.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -568707.062500 Penalty: 2832.127686
	Iteration 25Q: 3 clusters Score -568707.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -568718.187500 Penalty: 2832.127686
	Iteration 26Q: 3 clusters Score -568718.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -568729.812500 Penalty: 2832.127686
	Iteration 27Q: 3 clusters Score -568729.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -568738.312500 Penalty: 2832.127686
	Iteration 28Q: 3 clusters Score -568738.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -568747.500000 Penalty: 2832.127686
	Iteration 29Q: 3 clusters Score -568747.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -568753.312500 Penalty: 2832.127686
	Iteration 30Q: 3 clusters Score -568753.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -568758.875000 Penalty: 2832.127686
	Iteration 31Q: 3 clusters Score -568758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -568762.187500 Penalty: 2832.127686
	Iteration 32Q: 3 clusters Score -568762.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -568763.937500 Penalty: 2832.127686
	Iteration 33Q: 3 clusters Score -568763.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -568765.750000 Penalty: 2832.127686
	Iteration 34Q: 3 clusters Score -568765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -568766.250000 Penalty: 2832.127686
	Iteration 35Q: 3 clusters Score -568766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -568767.812500 Penalty: 2832.127686
	Iteration 36Q: 3 clusters Score -568767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -568768.500000 Penalty: 2832.127686
	Iteration 37Q: 3 clusters Score -568768.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -568771.125000 Penalty: 2832.127686
	Iteration 38Q: 3 clusters Score -568771.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -568773.000000 Penalty: 2832.127686
	Iteration 39Q: 3 clusters Score -568773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -568773.875000 Penalty: 2832.127686
	Iteration 40F: 3 clusters Score -568773.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -568776.812500 Penalty: 2832.127686
	Iteration 41Q: 3 clusters Score -568776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -568776.062500 Penalty: 2832.127686
	Iteration 42Q: 3 clusters Score -568776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -568775.750000 Penalty: 2832.127686
	Iteration 43Q: 3 clusters Score -568775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -568776.125000 Penalty: 2832.127686
	Iteration 44Q: 3 clusters Score -568776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -568776.625000 Penalty: 2832.127686
	Iteration 45Q: 3 clusters Score -568776.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -568777.562500 Penalty: 2832.127686
	Iteration 46Q: 3 clusters Score -568777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -568778.937500 Penalty: 2832.127686
	Iteration 47Q: 3 clusters Score -568778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -568778.187500 Penalty: 2832.127686
	Iteration 48Q: 3 clusters Score -568778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -568778.625000 Penalty: 2832.127686
	Iteration 49Q: 3 clusters Score -568778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -568779.375000 Penalty: 2832.127686
	Iteration 50Q: 3 clusters Score -568779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -568779.312500 Penalty: 2832.127686
	Iteration 51Q: 3 clusters Score -568779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -568779.312500 Penalty: 2832.127686
	Iteration 52F: 3 clusters Score -568779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -259340.218750 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -259340.2 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 1289 members 
Entering Unmasked Estep 
Score: -256910.218750 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -256910.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -257454.796875 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -257454.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -257566.328125 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -257566.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -257630.046875 Penalty: 2553.555420
	Iteration 3Q: 3 clusters Score -257630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -257682.687500 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -257682.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -257709.328125 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -257709.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -257722.656250 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -257722.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -257735.750000 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -257735.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -257749.359375 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -257749.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -257760.453125 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -257760.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -257769.000000 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -257769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -257776.531250 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -257776.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -257784.218750 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -257784.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -257792.953125 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -257793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -257799.078125 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -257799.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -257803.796875 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -257803.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -257807.078125 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -257807.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -257809.281250 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -257809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -257811.765625 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -257811.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -257814.937500 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -257814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -257816.687500 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -257816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -257817.281250 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -257817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -257817.390625 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -257817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -257817.390625 Penalty: 2553.555420
	Iteration 23F: 3 clusters Score -257817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Entering Unmasked Estep 
Score: -1987432.875000 Penalty: 1605.577148
	Iteration 0F: 2 clusters Score -1987433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1974140.500000 Penalty: 3211.154297
	Iteration 0F: 3 clusters Score -1974140 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1978837.250000 Penalty: 3211.154297
	Iteration 1F: 3 clusters Score -1978837 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1979166.375000 Penalty: 3211.154297
	Iteration 2Q: 3 clusters Score -1979166 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1979524.125000 Penalty: 3211.154297
	Iteration 3Q: 3 clusters Score -1979524 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1980013.625000 Penalty: 3211.154297
	Iteration 4Q: 3 clusters Score -1980014 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1980734.375000 Penalty: 3211.154297
	Iteration 5F: 3 clusters Score -1980734 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1981793.500000 Penalty: 3211.154297
	Iteration 6F: 3 clusters Score -1981794 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1983119.750000 Penalty: 3211.154297
	Iteration 7F: 3 clusters Score -1983120 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1984339.625000 Penalty: 3211.154297
	Iteration 8F: 3 clusters Score -1984340 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1985103.125000 Penalty: 3211.154297
	Iteration 9Q: 3 clusters Score -1985103 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1985491.250000 Penalty: 3211.154297
	Iteration 10Q: 3 clusters Score -1985491 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1985703.875000 Penalty: 3211.154297
	Iteration 11Q: 3 clusters Score -1985704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1985793.250000 Penalty: 3211.154297
	Iteration 12Q: 3 clusters Score -1985793 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1985853.625000 Penalty: 3211.154297
	Iteration 13Q: 3 clusters Score -1985854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1985896.000000 Penalty: 3211.154297
	Iteration 14Q: 3 clusters Score -1985896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1985920.000000 Penalty: 3211.154297
	Iteration 15Q: 3 clusters Score -1985920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1985942.500000 Penalty: 3211.154297
	Iteration 16Q: 3 clusters Score -1985942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1985957.250000 Penalty: 3211.154297
	Iteration 17Q: 3 clusters Score -1985957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1985963.625000 Penalty: 3211.154297
	Iteration 18Q: 3 clusters Score -1985964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1985970.375000 Penalty: 3211.154297
	Iteration 19Q: 3 clusters Score -1985970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1985970.125000 Penalty: 3211.154297
	Iteration 20F: 3 clusters Score -1985970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1985975.625000 Penalty: 3211.154297
	Iteration 21Q: 3 clusters Score -1985976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1985980.125000 Penalty: 3211.154297
	Iteration 22Q: 3 clusters Score -1985980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1985984.000000 Penalty: 3211.154297
	Iteration 23Q: 3 clusters Score -1985984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1985991.000000 Penalty: 3211.154297
	Iteration 24Q: 3 clusters Score -1985991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1985992.500000 Penalty: 3211.154297
	Iteration 25Q: 3 clusters Score -1985992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1985995.750000 Penalty: 3211.154297
	Iteration 26Q: 3 clusters Score -1985996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1985999.875000 Penalty: 3211.154297
	Iteration 27Q: 3 clusters Score -1986000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1986002.125000 Penalty: 3211.154297
	Iteration 28Q: 3 clusters Score -1986002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1986006.250000 Penalty: 3211.154297
	Iteration 29Q: 3 clusters Score -1986006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1986008.375000 Penalty: 3211.154297
	Iteration 30Q: 3 clusters Score -1986008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1986009.250000 Penalty: 3211.154297
	Iteration 31Q: 3 clusters Score -1986009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1986007.750000 Penalty: 3211.154297
	Iteration 32Q: 3 clusters Score -1986008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1986006.250000 Penalty: 3211.154297
	Iteration 33Q: 3 clusters Score -1986006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1986007.750000 Penalty: 3211.154297
	Iteration 34Q: 3 clusters Score -1986008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1986010.250000 Penalty: 3211.154297
	Iteration 35Q: 3 clusters Score -1986010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1986014.375000 Penalty: 3211.154297
	Iteration 36Q: 3 clusters Score -1986014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1986018.875000 Penalty: 3211.154297
	Iteration 37Q: 3 clusters Score -1986019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1986018.750000 Penalty: 3211.154297
	Iteration 38Q: 3 clusters Score -1986019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1986020.750000 Penalty: 3211.154297
	Iteration 39Q: 3 clusters Score -1986021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1986020.750000 Penalty: 3211.154297
	Iteration 40F: 3 clusters Score -1986021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (122571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122571 members 
Entering Unmasked Estep 
Score: -12160392.000000 Penalty: 1903.922485
	Iteration 0F: 2 clusters Score -1.216039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -12079479.000000 Penalty: 3807.844971
	Iteration 0F: 3 clusters Score -1.207948e+07 nChanged 58785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -12114320.000000 Penalty: 3807.844971
	Iteration 1F: 3 clusters Score -1.211432e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -12115379.000000 Penalty: 3807.844971
	Iteration 2Q: 3 clusters Score -1.211538e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 67960 members 
Entering Unmasked Estep 
Score: -12117021.000000 Penalty: 3807.844971
	Iteration 3Q: 3 clusters Score -1.211702e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -12119334.000000 Penalty: 3807.844971
	Iteration 4Q: 3 clusters Score -1.211933e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -12122775.000000 Penalty: 3807.844971
	Iteration 5F: 3 clusters Score -1.212278e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -12127352.000000 Penalty: 3807.844971
	Iteration 6F: 3 clusters Score -1.212735e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -12132837.000000 Penalty: 3807.844971
	Iteration 7F: 3 clusters Score -1.213284e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -12138649.000000 Penalty: 3807.844971
	Iteration 8F: 3 clusters Score -1.213865e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 102546 members 
Entering Unmasked Estep 
Score: -12144143.000000 Penalty: 3807.844971
	Iteration 9F: 3 clusters Score -1.214414e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -12148390.000000 Penalty: 3807.844971
	Iteration 10Q: 3 clusters Score -1.214839e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 111241 members 
Entering Unmasked Estep 
Score: -12151421.000000 Penalty: 3807.844971
	Iteration 11Q: 3 clusters Score -1.215142e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 113829 members 
Entering Unmasked Estep 
Score: -12153514.000000 Penalty: 3807.844971
	Iteration 12Q: 3 clusters Score -1.215351e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -12154907.000000 Penalty: 3807.844971
	Iteration 13Q: 3 clusters Score -1.215491e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -12155728.000000 Penalty: 3807.844971
	Iteration 14Q: 3 clusters Score -1.215573e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -12156399.000000 Penalty: 3807.844971
	Iteration 15Q: 3 clusters Score -1.21564e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 118780 members 
Entering Unmasked Estep 
Score: -12156841.000000 Penalty: 3807.844971
	Iteration 16Q: 3 clusters Score -1.215684e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 119442 members 
Entering Unmasked Estep 
Score: -12157326.000000 Penalty: 3807.844971
	Iteration 17Q: 3 clusters Score -1.215733e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 119966 members 
Entering Unmasked Estep 
Score: -12157737.000000 Penalty: 3807.844971
	Iteration 18Q: 3 clusters Score -1.215774e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 120340 members 
Entering Unmasked Estep 
Score: -12158039.000000 Penalty: 3807.844971
	Iteration 19Q: 3 clusters Score -1.215804e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 120598 members 
Entering Unmasked Estep 
Score: -12158238.000000 Penalty: 3807.844971
	Iteration 20F: 3 clusters Score -1.215824e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -12158431.000000 Penalty: 3807.844971
	Iteration 21Q: 3 clusters Score -1.215843e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 120943 members 
Entering Unmasked Estep 
Score: -12158557.000000 Penalty: 3807.844971
	Iteration 22Q: 3 clusters Score -1.215856e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -12158627.000000 Penalty: 3807.844971
	Iteration 23Q: 3 clusters Score -1.215863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 121102 members 
Entering Unmasked Estep 
Score: -12158678.000000 Penalty: 3807.844971
	Iteration 24Q: 3 clusters Score -1.215868e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -12158725.000000 Penalty: 3807.844971
	Iteration 25Q: 3 clusters Score -1.215872e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 121206 members 
Entering Unmasked Estep 
Score: -12158744.000000 Penalty: 3807.844971
	Iteration 26Q: 3 clusters Score -1.215874e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 121225 members 
Entering Unmasked Estep 
Score: -12158789.000000 Penalty: 3807.844971
	Iteration 27Q: 3 clusters Score -1.215879e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 121241 members 
Entering Unmasked Estep 
Score: -12158804.000000 Penalty: 3807.844971
	Iteration 28Q: 3 clusters Score -1.21588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 121257 members 
Entering Unmasked Estep 
Score: -12158842.000000 Penalty: 3807.844971
	Iteration 29Q: 3 clusters Score -1.215884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 121272 members 
Entering Unmasked Estep 
Score: -12158829.000000 Penalty: 3807.844971
	Iteration 30Q: 3 clusters Score -1.215883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -12158841.000000 Penalty: 3807.844971
	Iteration 31Q: 3 clusters Score -1.215884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 121296 members 
Entering Unmasked Estep 
Score: -12158862.000000 Penalty: 3807.844971
	Iteration 32Q: 3 clusters Score -1.215886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 121302 members 
Entering Unmasked Estep 
Score: -12158874.000000 Penalty: 3807.844971
	Iteration 33Q: 3 clusters Score -1.215887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -12158881.000000 Penalty: 3807.844971
	Iteration 34Q: 3 clusters Score -1.215888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -12158900.000000 Penalty: 3807.844971
	Iteration 35Q: 3 clusters Score -1.21589e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -12158904.000000 Penalty: 3807.844971
	Iteration 36Q: 3 clusters Score -1.21589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 121303 members 
Entering Unmasked Estep 
Score: -12158917.000000 Penalty: 3807.844971
	Iteration 37Q: 3 clusters Score -1.215892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -12158915.000000 Penalty: 3807.844971
	Iteration 38Q: 3 clusters Score -1.215892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 121320 members 
Entering Unmasked Estep 
Score: -12158928.000000 Penalty: 3807.844971
	Iteration 39Q: 3 clusters Score -1.215893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 121326 members 
Entering Unmasked Estep 
Score: -12158938.000000 Penalty: 3807.844971
	Iteration 40F: 3 clusters Score -1.215894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 121326 members 
Entering Unmasked Estep 
Score: -12158937.000000 Penalty: 3807.844971
	Iteration 41Q: 3 clusters Score -1.215894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 121324 members 
Entering Unmasked Estep 
Score: -12158950.000000 Penalty: 3807.844971
	Iteration 42Q: 3 clusters Score -1.215895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 121322 members 
Entering Unmasked Estep 
Score: -12158951.000000 Penalty: 3807.844971
	Iteration 43Q: 3 clusters Score -1.215895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 121315 members 
Entering Unmasked Estep 
Score: -12158961.000000 Penalty: 3807.844971
	Iteration 44Q: 3 clusters Score -1.215896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 121310 members 
Entering Unmasked Estep 
Score: -12158953.000000 Penalty: 3807.844971
	Iteration 45Q: 3 clusters Score -1.215895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 121305 members 
Entering Unmasked Estep 
Score: -12158958.000000 Penalty: 3807.844971
	Iteration 46Q: 3 clusters Score -1.215896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 121301 members 
Entering Unmasked Estep 
Score: -12158969.000000 Penalty: 3807.844971
	Iteration 47Q: 3 clusters Score -1.215897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -12158980.000000 Penalty: 3807.844971
	Iteration 48Q: 3 clusters Score -1.215898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -12158979.000000 Penalty: 3807.844971
	Iteration 49Q: 3 clusters Score -1.215898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 121282 members 
Entering Unmasked Estep 
Score: -12158975.000000 Penalty: 3807.844971
	Iteration 50Q: 3 clusters Score -1.215898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -12158988.000000 Penalty: 3807.844971
	Iteration 51Q: 3 clusters Score -1.215899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -12158983.000000 Penalty: 3807.844971
	Iteration 52Q: 3 clusters Score -1.215898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -12158978.000000 Penalty: 3807.844971
	Iteration 53Q: 3 clusters Score -1.215898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 121264 members 
Entering Unmasked Estep 
Score: -12158973.000000 Penalty: 3807.844971
	Iteration 54Q: 3 clusters Score -1.215897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 121254 members 
Entering Unmasked Estep 
Score: -12158970.000000 Penalty: 3807.844971
	Iteration 55Q: 3 clusters Score -1.215897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -12158975.000000 Penalty: 3807.844971
	Iteration 56Q: 3 clusters Score -1.215898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -12158971.000000 Penalty: 3807.844971
	Iteration 57Q: 3 clusters Score -1.215897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 121237 members 
Entering Unmasked Estep 
Score: -12158982.000000 Penalty: 3807.844971
	Iteration 58Q: 3 clusters Score -1.215898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 121233 members 
Entering Unmasked Estep 
Score: -12158990.000000 Penalty: 3807.844971
	Iteration 59Q: 3 clusters Score -1.215899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -12158989.000000 Penalty: 3807.844971
	Iteration 60F: 3 clusters Score -1.215899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 121226 members 
Entering Unmasked Estep 
Score: -12159000.000000 Penalty: 3807.844971
	Iteration 61Q: 3 clusters Score -1.2159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 121225 members 
Entering Unmasked Estep 
Score: -12158993.000000 Penalty: 3807.844971
	Iteration 62Q: 3 clusters Score -1.215899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 121219 members 
Entering Unmasked Estep 
Score: -12158994.000000 Penalty: 3807.844971
	Iteration 63Q: 3 clusters Score -1.215899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 121219 members 
Entering Unmasked Estep 
Score: -12158989.000000 Penalty: 3807.844971
	Iteration 64Q: 3 clusters Score -1.215899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -12158993.000000 Penalty: 3807.844971
	Iteration 65Q: 3 clusters Score -1.215899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 121219 members 
Entering Unmasked Estep 
Score: -12158994.000000 Penalty: 3807.844971
	Iteration 66Q: 3 clusters Score -1.215899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -12158995.000000 Penalty: 3807.844971
	Iteration 67Q: 3 clusters Score -1.2159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 121217 members 
Entering Unmasked Estep 
Score: -12158999.000000 Penalty: 3807.844971
	Iteration 68Q: 3 clusters Score -1.2159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 121217 members 
Entering Unmasked Estep 
Score: -12158999.000000 Penalty: 3807.844971
	Iteration 69F: 3 clusters Score -1.2159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -190082.906250 Penalty: 1238.523804
	Iteration 0F: 2 clusters Score -190082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -187990.656250 Penalty: 2477.047607
	Iteration 0F: 3 clusters Score -187990.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -188504.828125 Penalty: 2477.047607
	Iteration 1F: 3 clusters Score -188504.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -188704.375000 Penalty: 2477.047607
	Iteration 2F: 3 clusters Score -188704.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -189003.406250 Penalty: 2477.047607
	Iteration 3F: 3 clusters Score -189003.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -189610.640625 Penalty: 2477.047607
	Iteration 4F: 3 clusters Score -189610.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -190554.093750 Penalty: 2477.047607
	Iteration 5F: 3 clusters Score -190554.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -191818.859375 Penalty: 2477.047607
	Iteration 6F: 3 clusters Score -191818.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -192747.921875 Penalty: 2477.047607
	Iteration 7Q: 3 clusters Score -192747.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192920.484375 Penalty: 2477.047607
	Iteration 8Q: 3 clusters Score -192920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193016.015625 Penalty: 2477.047607
	Iteration 9Q: 3 clusters Score -193016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -193059.250000 Penalty: 2477.047607
	Iteration 10Q: 3 clusters Score -193059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -193061.109375 Penalty: 2477.047607
	Iteration 11Q: 3 clusters Score -193061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -193061.109375 Penalty: 2477.047607
	Iteration 12F: 3 clusters Score -193061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 26234 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 33187 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 665 members 
Entering Unmasked Estep 
Score: -52377260.000000 Penalty: 45076.125000
Splitting cluster 10 changes total score from -52366548.000000 to -52377260.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (11260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Entering Unmasked Estep 
Score: -1026823.125000 Penalty: 1515.964478
	Iteration 0F: 2 clusters Score -1026823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1018899.500000 Penalty: 3031.928955
	Iteration 0F: 3 clusters Score -1018900 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1021745.937500 Penalty: 3031.928955
	Iteration 1F: 3 clusters Score -1021746 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1022350.000000 Penalty: 3031.928955
	Iteration 2F: 3 clusters Score -1022350 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1023060.125000 Penalty: 3031.928955
	Iteration 3F: 3 clusters Score -1023060 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1023892.875000 Penalty: 3031.928955
	Iteration 4F: 3 clusters Score -1023893 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1024812.125000 Penalty: 3031.928955
	Iteration 5F: 3 clusters Score -1024812 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1025767.750000 Penalty: 3031.928955
	Iteration 6F: 3 clusters Score -1025768 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1026552.500000 Penalty: 3031.928955
	Iteration 7F: 3 clusters Score -1026552 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1027225.687500 Penalty: 3031.928955
	Iteration 8F: 3 clusters Score -1027226 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1027830.000000 Penalty: 3031.928955
	Iteration 9Q: 3 clusters Score -1027830 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1028534.812500 Penalty: 3031.928955
	Iteration 10Q: 3 clusters Score -1028535 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1029389.312500 Penalty: 3031.928955
	Iteration 11F: 3 clusters Score -1029389 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1030647.625000 Penalty: 3031.928955
	Iteration 12F: 3 clusters Score -1030648 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1032082.062500 Penalty: 3031.928955
	Iteration 13F: 3 clusters Score -1032082 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1032886.125000 Penalty: 3031.928955
	Iteration 14Q: 3 clusters Score -1032886 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1033136.875000 Penalty: 3031.928955
	Iteration 15Q: 3 clusters Score -1033137 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1033214.750000 Penalty: 3031.928955
	Iteration 16Q: 3 clusters Score -1033215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1033237.000000 Penalty: 3031.928955
	Iteration 17Q: 3 clusters Score -1033237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1033246.187500 Penalty: 3031.928955
	Iteration 18Q: 3 clusters Score -1033246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1033256.500000 Penalty: 3031.928955
	Iteration 19Q: 3 clusters Score -1033256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1033266.000000 Penalty: 3031.928955
	Iteration 20F: 3 clusters Score -1033266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1033270.437500 Penalty: 3031.928955
	Iteration 21Q: 3 clusters Score -1033270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1033273.250000 Penalty: 3031.928955
	Iteration 22Q: 3 clusters Score -1033273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1033273.937500 Penalty: 3031.928955
	Iteration 23Q: 3 clusters Score -1033274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1033273.937500 Penalty: 3031.928955
	Iteration 24F: 3 clusters Score -1033274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 26234 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 16974 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 33187 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5763 members 
Entering Unmasked Estep 
Score: -52383096.000000 Penalty: 47222.605469
Splitting cluster 11 changes total score from -52366548.000000 to -52383096.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (15201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Entering Unmasked Estep 
Score: -1481623.875000 Penalty: 1564.731323
	Iteration 0F: 2 clusters Score -1481624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1471086.625000 Penalty: 3129.462646
	Iteration 0F: 3 clusters Score -1471087 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1474884.125000 Penalty: 3129.462646
	Iteration 1F: 3 clusters Score -1474884 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1475423.875000 Penalty: 3129.462646
	Iteration 2F: 3 clusters Score -1475424 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1476039.500000 Penalty: 3129.462646
	Iteration 3F: 3 clusters Score -1476040 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1476619.625000 Penalty: 3129.462646
	Iteration 4F: 3 clusters Score -1476620 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1477195.500000 Penalty: 3129.462646
	Iteration 5F: 3 clusters Score -1477196 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1477809.750000 Penalty: 3129.462646
	Iteration 6F: 3 clusters Score -1477810 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1478371.750000 Penalty: 3129.462646
	Iteration 7F: 3 clusters Score -1478372 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1478946.375000 Penalty: 3129.462646
	Iteration 8F: 3 clusters Score -1478946 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1479412.125000 Penalty: 3129.462646
	Iteration 9Q: 3 clusters Score -1479412 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1479725.000000 Penalty: 3129.462646
	Iteration 10Q: 3 clusters Score -1479725 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1479949.875000 Penalty: 3129.462646
	Iteration 11Q: 3 clusters Score -1479950 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1480119.375000 Penalty: 3129.462646
	Iteration 12Q: 3 clusters Score -1480119 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1480263.125000 Penalty: 3129.462646
	Iteration 13Q: 3 clusters Score -1480263 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1480384.625000 Penalty: 3129.462646
	Iteration 14Q: 3 clusters Score -1480385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1480508.750000 Penalty: 3129.462646
	Iteration 15Q: 3 clusters Score -1480509 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1480603.750000 Penalty: 3129.462646
	Iteration 16Q: 3 clusters Score -1480604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1480709.500000 Penalty: 3129.462646
	Iteration 17Q: 3 clusters Score -1480710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1480784.250000 Penalty: 3129.462646
	Iteration 18Q: 3 clusters Score -1480784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1480835.625000 Penalty: 3129.462646
	Iteration 19Q: 3 clusters Score -1480836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1480864.375000 Penalty: 3129.462646
	Iteration 20F: 3 clusters Score -1480864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1480881.875000 Penalty: 3129.462646
	Iteration 21Q: 3 clusters Score -1480882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1480899.875000 Penalty: 3129.462646
	Iteration 22Q: 3 clusters Score -1480900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1480919.375000 Penalty: 3129.462646
	Iteration 23Q: 3 clusters Score -1480919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1480939.875000 Penalty: 3129.462646
	Iteration 24Q: 3 clusters Score -1480940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1480945.500000 Penalty: 3129.462646
	Iteration 25Q: 3 clusters Score -1480946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1480953.375000 Penalty: 3129.462646
	Iteration 26Q: 3 clusters Score -1480953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1480960.750000 Penalty: 3129.462646
	Iteration 27Q: 3 clusters Score -1480961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1480960.625000 Penalty: 3129.462646
	Iteration 28Q: 3 clusters Score -1480961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1480961.500000 Penalty: 3129.462646
	Iteration 29Q: 3 clusters Score -1480962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1480964.000000 Penalty: 3129.462646
	Iteration 30Q: 3 clusters Score -1480964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1480964.000000 Penalty: 3129.462646
	Iteration 31F: 3 clusters Score -1480964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Entering Unmasked Estep 
Score: -1646866.375000 Penalty: 1582.658691
	Iteration 0F: 2 clusters Score -1646866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1635182.625000 Penalty: 3165.317383
	Iteration 0F: 3 clusters Score -1635183 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1639309.750000 Penalty: 3165.317383
	Iteration 1F: 3 clusters Score -1639310 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1639810.125000 Penalty: 3165.317383
	Iteration 2F: 3 clusters Score -1639810 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1640474.500000 Penalty: 3165.317383
	Iteration 3F: 3 clusters Score -1640474 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1641270.000000 Penalty: 3165.317383
	Iteration 4F: 3 clusters Score -1641270 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1642156.500000 Penalty: 3165.317383
	Iteration 5F: 3 clusters Score -1642156 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1643093.375000 Penalty: 3165.317383
	Iteration 6F: 3 clusters Score -1643093 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1643906.750000 Penalty: 3165.317383
	Iteration 7F: 3 clusters Score -1643907 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1644540.000000 Penalty: 3165.317383
	Iteration 8F: 3 clusters Score -1644540 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1644973.375000 Penalty: 3165.317383
	Iteration 9Q: 3 clusters Score -1644973 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1645327.250000 Penalty: 3165.317383
	Iteration 10Q: 3 clusters Score -1645327 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1645685.250000 Penalty: 3165.317383
	Iteration 11Q: 3 clusters Score -1645685 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1645993.875000 Penalty: 3165.317383
	Iteration 12Q: 3 clusters Score -1645994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1646254.625000 Penalty: 3165.317383
	Iteration 13Q: 3 clusters Score -1646255 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1646438.750000 Penalty: 3165.317383
	Iteration 14Q: 3 clusters Score -1646439 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1646556.500000 Penalty: 3165.317383
	Iteration 15Q: 3 clusters Score -1646556 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1646633.750000 Penalty: 3165.317383
	Iteration 16Q: 3 clusters Score -1646634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1646685.500000 Penalty: 3165.317383
	Iteration 17Q: 3 clusters Score -1646686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1646724.250000 Penalty: 3165.317383
	Iteration 18Q: 3 clusters Score -1646724 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1646757.250000 Penalty: 3165.317383
	Iteration 19Q: 3 clusters Score -1646757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1646792.875000 Penalty: 3165.317383
	Iteration 20F: 3 clusters Score -1646793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1646812.250000 Penalty: 3165.317383
	Iteration 21Q: 3 clusters Score -1646812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1646826.000000 Penalty: 3165.317383
	Iteration 22Q: 3 clusters Score -1646826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1646827.750000 Penalty: 3165.317383
	Iteration 23Q: 3 clusters Score -1646828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1646830.000000 Penalty: 3165.317383
	Iteration 24Q: 3 clusters Score -1646830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1646839.125000 Penalty: 3165.317383
	Iteration 25Q: 3 clusters Score -1646839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1646846.125000 Penalty: 3165.317383
	Iteration 26Q: 3 clusters Score -1646846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1646848.750000 Penalty: 3165.317383
	Iteration 27Q: 3 clusters Score -1646849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1646849.875000 Penalty: 3165.317383
	Iteration 28Q: 3 clusters Score -1646850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1646857.750000 Penalty: 3165.317383
	Iteration 29Q: 3 clusters Score -1646858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1646857.750000 Penalty: 3165.317383
	Iteration 30Q: 3 clusters Score -1646858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1646859.125000 Penalty: 3165.317383
	Iteration 31Q: 3 clusters Score -1646859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1646862.500000 Penalty: 3165.317383
	Iteration 32Q: 3 clusters Score -1646862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1646862.750000 Penalty: 3165.317383
	Iteration 33Q: 3 clusters Score -1646863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1646864.875000 Penalty: 3165.317383
	Iteration 34Q: 3 clusters Score -1646865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1646867.000000 Penalty: 3165.317383
	Iteration 35Q: 3 clusters Score -1646867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1646863.375000 Penalty: 3165.317383
	Iteration 36Q: 3 clusters Score -1646863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1646867.750000 Penalty: 3165.317383
	Iteration 37Q: 3 clusters Score -1646868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1646865.125000 Penalty: 3165.317383
	Iteration 38Q: 3 clusters Score -1646865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1646869.125000 Penalty: 3165.317383
	Iteration 39Q: 3 clusters Score -1646869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1646869.250000 Penalty: 3165.317383
	Iteration 40F: 3 clusters Score -1646869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1646868.750000 Penalty: 3165.317383
	Iteration 41Q: 3 clusters Score -1646869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1646866.750000 Penalty: 3165.317383
	Iteration 42Q: 3 clusters Score -1646867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1646868.875000 Penalty: 3165.317383
	Iteration 43Q: 3 clusters Score -1646869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1646868.875000 Penalty: 3165.317383
	Iteration 44F: 3 clusters Score -1646869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 26234 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 33187 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5763 members 
Mstep: Class 23 contains 1997 members 
Entering Unmasked Estep 
Score: -52382284.000000 Penalty: 49369.089844
Splitting cluster 13 changes total score from -52366548.000000 to -52382284.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -131711.062500 Penalty: 1187.093140
	Iteration 0F: 2 clusters Score -131711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129904.906250 Penalty: 2374.186279
	Iteration 0F: 3 clusters Score -129904.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -130329.007812 Penalty: 2374.186279
	Iteration 1F: 3 clusters Score -130329 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -130457.695312 Penalty: 2374.186279
	Iteration 2F: 3 clusters Score -130457.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130555.945312 Penalty: 2374.186279
	Iteration 3F: 3 clusters Score -130555.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -130676.656250 Penalty: 2374.186279
	Iteration 4Q: 3 clusters Score -130676.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -130779.437500 Penalty: 2374.186279
	Iteration 5F: 3 clusters Score -130779.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130871.398438 Penalty: 2374.186279
	Iteration 6Q: 3 clusters Score -130871.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -130941.226562 Penalty: 2374.186279
	Iteration 7Q: 3 clusters Score -130941.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131002.179688 Penalty: 2374.186279
	Iteration 8Q: 3 clusters Score -131002.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131084.796875 Penalty: 2374.186279
	Iteration 9Q: 3 clusters Score -131084.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131155.437500 Penalty: 2374.186279
	Iteration 10Q: 3 clusters Score -131155.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -131194.937500 Penalty: 2374.186279
	Iteration 11Q: 3 clusters Score -131194.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131224.656250 Penalty: 2374.186279
	Iteration 12Q: 3 clusters Score -131224.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131234.125000 Penalty: 2374.186279
	Iteration 13Q: 3 clusters Score -131234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131245.625000 Penalty: 2374.186279
	Iteration 14Q: 3 clusters Score -131245.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131253.921875 Penalty: 2374.186279
	Iteration 15Q: 3 clusters Score -131253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131263.734375 Penalty: 2374.186279
	Iteration 16Q: 3 clusters Score -131263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131272.390625 Penalty: 2374.186279
	Iteration 17Q: 3 clusters Score -131272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131279.875000 Penalty: 2374.186279
	Iteration 18Q: 3 clusters Score -131279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131288.234375 Penalty: 2374.186279
	Iteration 19Q: 3 clusters Score -131288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131289.218750 Penalty: 2374.186279
	Iteration 20F: 3 clusters Score -131289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -131289.968750 Penalty: 2374.186279
	Iteration 21Q: 3 clusters Score -131290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -131291.031250 Penalty: 2374.186279
	Iteration 22Q: 3 clusters Score -131291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -131292.000000 Penalty: 2374.186279
	Iteration 23Q: 3 clusters Score -131292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131293.781250 Penalty: 2374.186279
	Iteration 24Q: 3 clusters Score -131293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131300.859375 Penalty: 2374.186279
	Iteration 25Q: 3 clusters Score -131300.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -131313.718750 Penalty: 2374.186279
	Iteration 26Q: 3 clusters Score -131313.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131323.343750 Penalty: 2374.186279
	Iteration 27Q: 3 clusters Score -131323.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131331.359375 Penalty: 2374.186279
	Iteration 28Q: 3 clusters Score -131331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -131346.187500 Penalty: 2374.186279
	Iteration 29Q: 3 clusters Score -131346.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -131353.500000 Penalty: 2374.186279
	Iteration 30Q: 3 clusters Score -131353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -131358.968750 Penalty: 2374.186279
	Iteration 31Q: 3 clusters Score -131359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131360.265625 Penalty: 2374.186279
	Iteration 32Q: 3 clusters Score -131360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -131360.265625 Penalty: 2374.186279
	Iteration 33F: 3 clusters Score -131360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Entering Unmasked Estep 
Score: -1055530.375000 Penalty: 1520.040405
	Iteration 0F: 2 clusters Score -1055530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1047378.250000 Penalty: 3040.080811
	Iteration 0F: 3 clusters Score -1047378 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1050286.000000 Penalty: 3040.080811
	Iteration 1F: 3 clusters Score -1050286 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1050694.000000 Penalty: 3040.080811
	Iteration 2F: 3 clusters Score -1050694 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1051073.250000 Penalty: 3040.080811
	Iteration 3F: 3 clusters Score -1051073 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1051478.125000 Penalty: 3040.080811
	Iteration 4F: 3 clusters Score -1051478 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1052012.625000 Penalty: 3040.080811
	Iteration 5F: 3 clusters Score -1052013 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1052751.125000 Penalty: 3040.080811
	Iteration 6F: 3 clusters Score -1052751 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1053463.000000 Penalty: 3040.080811
	Iteration 7F: 3 clusters Score -1053463 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1053965.375000 Penalty: 3040.080811
	Iteration 8F: 3 clusters Score -1053965 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1054237.625000 Penalty: 3040.080811
	Iteration 9Q: 3 clusters Score -1054238 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1054384.625000 Penalty: 3040.080811
	Iteration 10Q: 3 clusters Score -1054385 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1054487.750000 Penalty: 3040.080811
	Iteration 11Q: 3 clusters Score -1054488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1054560.250000 Penalty: 3040.080811
	Iteration 12Q: 3 clusters Score -1054560 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1054609.875000 Penalty: 3040.080811
	Iteration 13Q: 3 clusters Score -1054610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1054646.375000 Penalty: 3040.080811
	Iteration 14Q: 3 clusters Score -1054646 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1054681.875000 Penalty: 3040.080811
	Iteration 15Q: 3 clusters Score -1054682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1054704.625000 Penalty: 3040.080811
	Iteration 16Q: 3 clusters Score -1054705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1054725.000000 Penalty: 3040.080811
	Iteration 17Q: 3 clusters Score -1054725 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1054752.375000 Penalty: 3040.080811
	Iteration 18Q: 3 clusters Score -1054752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1054772.625000 Penalty: 3040.080811
	Iteration 19Q: 3 clusters Score -1054773 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1054799.750000 Penalty: 3040.080811
	Iteration 20F: 3 clusters Score -1054800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1054828.250000 Penalty: 3040.080811
	Iteration 21Q: 3 clusters Score -1054828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1054848.125000 Penalty: 3040.080811
	Iteration 22Q: 3 clusters Score -1054848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1054863.500000 Penalty: 3040.080811
	Iteration 23Q: 3 clusters Score -1054864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1054868.375000 Penalty: 3040.080811
	Iteration 24Q: 3 clusters Score -1054868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1054880.250000 Penalty: 3040.080811
	Iteration 25Q: 3 clusters Score -1054880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1054886.250000 Penalty: 3040.080811
	Iteration 26Q: 3 clusters Score -1054886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1054891.750000 Penalty: 3040.080811
	Iteration 27Q: 3 clusters Score -1054892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1054901.125000 Penalty: 3040.080811
	Iteration 28Q: 3 clusters Score -1054901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1054907.500000 Penalty: 3040.080811
	Iteration 29Q: 3 clusters Score -1054908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1054915.500000 Penalty: 3040.080811
	Iteration 30Q: 3 clusters Score -1054916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1054918.375000 Penalty: 3040.080811
	Iteration 31Q: 3 clusters Score -1054918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1054920.500000 Penalty: 3040.080811
	Iteration 32Q: 3 clusters Score -1054920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1054925.125000 Penalty: 3040.080811
	Iteration 33Q: 3 clusters Score -1054925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1054925.750000 Penalty: 3040.080811
	Iteration 34Q: 3 clusters Score -1054926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1054927.750000 Penalty: 3040.080811
	Iteration 35Q: 3 clusters Score -1054928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1054931.500000 Penalty: 3040.080811
	Iteration 36Q: 3 clusters Score -1054932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1054934.500000 Penalty: 3040.080811
	Iteration 37Q: 3 clusters Score -1054934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1054936.250000 Penalty: 3040.080811
	Iteration 38Q: 3 clusters Score -1054936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1054939.875000 Penalty: 3040.080811
	Iteration 39Q: 3 clusters Score -1054940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1054937.750000 Penalty: 3040.080811
	Iteration 40F: 3 clusters Score -1054938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Entering Unmasked Estep 
Score: -1036699.500000 Penalty: 1505.041504
	Iteration 0F: 2 clusters Score -1036700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1029233.312500 Penalty: 3010.083008
	Iteration 0F: 3 clusters Score -1029233 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1031698.750000 Penalty: 3010.083008
	Iteration 1F: 3 clusters Score -1031699 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1031996.750000 Penalty: 3010.083008
	Iteration 2F: 3 clusters Score -1031997 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1032261.812500 Penalty: 3010.083008
	Iteration 3F: 3 clusters Score -1032262 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1032502.625000 Penalty: 3010.083008
	Iteration 4Q: 3 clusters Score -1032503 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1032727.625000 Penalty: 3010.083008
	Iteration 5Q: 3 clusters Score -1032728 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1032963.875000 Penalty: 3010.083008
	Iteration 6Q: 3 clusters Score -1032964 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1033185.312500 Penalty: 3010.083008
	Iteration 7Q: 3 clusters Score -1033185 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1033402.187500 Penalty: 3010.083008
	Iteration 8Q: 3 clusters Score -1033402 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1033584.187500 Penalty: 3010.083008
	Iteration 9Q: 3 clusters Score -1033584 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1033731.812500 Penalty: 3010.083008
	Iteration 10Q: 3 clusters Score -1033732 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1033856.937500 Penalty: 3010.083008
	Iteration 11Q: 3 clusters Score -1033857 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1033941.250000 Penalty: 3010.083008
	Iteration 12Q: 3 clusters Score -1033941 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1034019.625000 Penalty: 3010.083008
	Iteration 13Q: 3 clusters Score -1034020 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1034079.375000 Penalty: 3010.083008
	Iteration 14Q: 3 clusters Score -1034079 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1034125.125000 Penalty: 3010.083008
	Iteration 15Q: 3 clusters Score -1034125 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1034159.375000 Penalty: 3010.083008
	Iteration 16Q: 3 clusters Score -1034159 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1034196.750000 Penalty: 3010.083008
	Iteration 17Q: 3 clusters Score -1034197 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1034243.187500 Penalty: 3010.083008
	Iteration 18Q: 3 clusters Score -1034243 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1034290.000000 Penalty: 3010.083008
	Iteration 19Q: 3 clusters Score -1034290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1034338.562500 Penalty: 3010.083008
	Iteration 20F: 3 clusters Score -1034339 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1034385.062500 Penalty: 3010.083008
	Iteration 21Q: 3 clusters Score -1034385 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1034424.812500 Penalty: 3010.083008
	Iteration 22Q: 3 clusters Score -1034425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1034464.375000 Penalty: 3010.083008
	Iteration 23Q: 3 clusters Score -1034464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1034503.750000 Penalty: 3010.083008
	Iteration 24Q: 3 clusters Score -1034504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1034536.312500 Penalty: 3010.083008
	Iteration 25Q: 3 clusters Score -1034536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1034572.062500 Penalty: 3010.083008
	Iteration 26Q: 3 clusters Score -1034572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1034615.375000 Penalty: 3010.083008
	Iteration 27Q: 3 clusters Score -1034615 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1034664.062500 Penalty: 3010.083008
	Iteration 28Q: 3 clusters Score -1034664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1034713.625000 Penalty: 3010.083008
	Iteration 29Q: 3 clusters Score -1034714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1034765.125000 Penalty: 3010.083008
	Iteration 30Q: 3 clusters Score -1034765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1034836.625000 Penalty: 3010.083008
	Iteration 31Q: 3 clusters Score -1034837 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1034931.562500 Penalty: 3010.083008
	Iteration 32Q: 3 clusters Score -1034932 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1035010.125000 Penalty: 3010.083008
	Iteration 33Q: 3 clusters Score -1035010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1035086.937500 Penalty: 3010.083008
	Iteration 34Q: 3 clusters Score -1035087 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1035165.500000 Penalty: 3010.083008
	Iteration 35Q: 3 clusters Score -1035166 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1035232.312500 Penalty: 3010.083008
	Iteration 36Q: 3 clusters Score -1035232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1035298.250000 Penalty: 3010.083008
	Iteration 37Q: 3 clusters Score -1035298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1035345.312500 Penalty: 3010.083008
	Iteration 38Q: 3 clusters Score -1035345 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1035386.625000 Penalty: 3010.083008
	Iteration 39Q: 3 clusters Score -1035387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1035424.062500 Penalty: 3010.083008
	Iteration 40F: 3 clusters Score -1035424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1035452.687500 Penalty: 3010.083008
	Iteration 41Q: 3 clusters Score -1035453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1035485.812500 Penalty: 3010.083008
	Iteration 42Q: 3 clusters Score -1035486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1035513.375000 Penalty: 3010.083008
	Iteration 43Q: 3 clusters Score -1035513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1035535.875000 Penalty: 3010.083008
	Iteration 44Q: 3 clusters Score -1035536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1035553.187500 Penalty: 3010.083008
	Iteration 45Q: 3 clusters Score -1035553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1035565.437500 Penalty: 3010.083008
	Iteration 46Q: 3 clusters Score -1035565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1035571.250000 Penalty: 3010.083008
	Iteration 47Q: 3 clusters Score -1035571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1035576.875000 Penalty: 3010.083008
	Iteration 48Q: 3 clusters Score -1035577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1035578.500000 Penalty: 3010.083008
	Iteration 49Q: 3 clusters Score -1035578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1035579.250000 Penalty: 3010.083008
	Iteration 50Q: 3 clusters Score -1035579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1035580.562500 Penalty: 3010.083008
	Iteration 51Q: 3 clusters Score -1035581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1035580.562500 Penalty: 3010.083008
	Iteration 52F: 3 clusters Score -1035581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Entering Unmasked Estep 
Score: -6089533.500000 Penalty: 1791.687134
	Iteration 0F: 2 clusters Score -6089534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -6048371.500000 Penalty: 3583.374268
	Iteration 0F: 3 clusters Score -6048372 nChanged 29065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6065432.500000 Penalty: 3583.374268
	Iteration 1F: 3 clusters Score -6065432 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -6066485.500000 Penalty: 3583.374268
	Iteration 2Q: 3 clusters Score -6066486 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -6068021.000000 Penalty: 3583.374268
	Iteration 3Q: 3 clusters Score -6068021 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -6069744.000000 Penalty: 3583.374268
	Iteration 4F: 3 clusters Score -6069744 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -6071406.500000 Penalty: 3583.374268
	Iteration 5F: 3 clusters Score -6071406 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -6072885.000000 Penalty: 3583.374268
	Iteration 6F: 3 clusters Score -6072885 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -6074155.000000 Penalty: 3583.374268
	Iteration 7Q: 3 clusters Score -6074155 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -6075457.500000 Penalty: 3583.374268
	Iteration 8Q: 3 clusters Score -6075458 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -6076776.500000 Penalty: 3583.374268
	Iteration 9Q: 3 clusters Score -6076776 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -6078015.500000 Penalty: 3583.374268
	Iteration 10Q: 3 clusters Score -6078016 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -6078963.000000 Penalty: 3583.374268
	Iteration 11Q: 3 clusters Score -6078963 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -6079590.000000 Penalty: 3583.374268
	Iteration 12Q: 3 clusters Score -6079590 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -6079981.000000 Penalty: 3583.374268
	Iteration 13Q: 3 clusters Score -6079981 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -6080229.500000 Penalty: 3583.374268
	Iteration 14Q: 3 clusters Score -6080230 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -6080445.000000 Penalty: 3583.374268
	Iteration 15Q: 3 clusters Score -6080445 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -6080678.000000 Penalty: 3583.374268
	Iteration 16Q: 3 clusters Score -6080678 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -6080969.500000 Penalty: 3583.374268
	Iteration 17Q: 3 clusters Score -6080970 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -6081266.500000 Penalty: 3583.374268
	Iteration 18Q: 3 clusters Score -6081266 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -6081569.500000 Penalty: 3583.374268
	Iteration 19Q: 3 clusters Score -6081570 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -6081950.500000 Penalty: 3583.374268
	Iteration 20F: 3 clusters Score -6081950 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -6082276.000000 Penalty: 3583.374268
	Iteration 21Q: 3 clusters Score -6082276 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -6082644.500000 Penalty: 3583.374268
	Iteration 22Q: 3 clusters Score -6082644 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -6083039.500000 Penalty: 3583.374268
	Iteration 23Q: 3 clusters Score -6083040 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -6083437.500000 Penalty: 3583.374268
	Iteration 24Q: 3 clusters Score -6083438 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6083857.000000 Penalty: 3583.374268
	Iteration 25Q: 3 clusters Score -6083857 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6084245.000000 Penalty: 3583.374268
	Iteration 26Q: 3 clusters Score -6084245 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -6084582.000000 Penalty: 3583.374268
	Iteration 27Q: 3 clusters Score -6084582 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -6084898.000000 Penalty: 3583.374268
	Iteration 28Q: 3 clusters Score -6084898 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -6085164.500000 Penalty: 3583.374268
	Iteration 29Q: 3 clusters Score -6085164 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -6085448.500000 Penalty: 3583.374268
	Iteration 30Q: 3 clusters Score -6085448 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -6085656.500000 Penalty: 3583.374268
	Iteration 31Q: 3 clusters Score -6085656 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -6085859.500000 Penalty: 3583.374268
	Iteration 32Q: 3 clusters Score -6085860 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -6086044.500000 Penalty: 3583.374268
	Iteration 33Q: 3 clusters Score -6086044 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6086203.500000 Penalty: 3583.374268
	Iteration 34Q: 3 clusters Score -6086204 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -6086391.500000 Penalty: 3583.374268
	Iteration 35Q: 3 clusters Score -6086392 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -6086541.500000 Penalty: 3583.374268
	Iteration 36Q: 3 clusters Score -6086542 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -6086706.500000 Penalty: 3583.374268
	Iteration 37Q: 3 clusters Score -6086706 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -6086863.000000 Penalty: 3583.374268
	Iteration 38Q: 3 clusters Score -6086863 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -6087026.000000 Penalty: 3583.374268
	Iteration 39Q: 3 clusters Score -6087026 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -6087138.000000 Penalty: 3583.374268
	Iteration 40F: 3 clusters Score -6087138 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -6087238.000000 Penalty: 3583.374268
	Iteration 41Q: 3 clusters Score -6087238 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -6087314.500000 Penalty: 3583.374268
	Iteration 42Q: 3 clusters Score -6087314 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -6087400.500000 Penalty: 3583.374268
	Iteration 43Q: 3 clusters Score -6087400 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -6087473.000000 Penalty: 3583.374268
	Iteration 44Q: 3 clusters Score -6087473 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -6087552.000000 Penalty: 3583.374268
	Iteration 45Q: 3 clusters Score -6087552 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -6087626.500000 Penalty: 3583.374268
	Iteration 46Q: 3 clusters Score -6087626 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -6087715.500000 Penalty: 3583.374268
	Iteration 47Q: 3 clusters Score -6087716 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -6087772.500000 Penalty: 3583.374268
	Iteration 48Q: 3 clusters Score -6087772 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -6087843.000000 Penalty: 3583.374268
	Iteration 49Q: 3 clusters Score -6087843 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -6087892.000000 Penalty: 3583.374268
	Iteration 50Q: 3 clusters Score -6087892 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -6087960.500000 Penalty: 3583.374268
	Iteration 51Q: 3 clusters Score -6087960 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -6088015.000000 Penalty: 3583.374268
	Iteration 52Q: 3 clusters Score -6088015 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -6088060.500000 Penalty: 3583.374268
	Iteration 53Q: 3 clusters Score -6088060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -6088122.000000 Penalty: 3583.374268
	Iteration 54Q: 3 clusters Score -6088122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -6088164.000000 Penalty: 3583.374268
	Iteration 55Q: 3 clusters Score -6088164 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -6088192.000000 Penalty: 3583.374268
	Iteration 56Q: 3 clusters Score -6088192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -6088216.000000 Penalty: 3583.374268
	Iteration 57Q: 3 clusters Score -6088216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -6088241.500000 Penalty: 3583.374268
	Iteration 58Q: 3 clusters Score -6088242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -6088273.500000 Penalty: 3583.374268
	Iteration 59Q: 3 clusters Score -6088274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -6088310.000000 Penalty: 3583.374268
	Iteration 60F: 3 clusters Score -6088310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -6088316.500000 Penalty: 3583.374268
	Iteration 61Q: 3 clusters Score -6088316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -6088328.500000 Penalty: 3583.374268
	Iteration 62Q: 3 clusters Score -6088328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -6088334.500000 Penalty: 3583.374268
	Iteration 63Q: 3 clusters Score -6088334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -6088353.000000 Penalty: 3583.374268
	Iteration 64Q: 3 clusters Score -6088353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -6088357.500000 Penalty: 3583.374268
	Iteration 65Q: 3 clusters Score -6088358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -6088355.500000 Penalty: 3583.374268
	Iteration 66Q: 3 clusters Score -6088356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -6088358.000000 Penalty: 3583.374268
	Iteration 67Q: 3 clusters Score -6088358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -6088356.500000 Penalty: 3583.374268
	Iteration 68Q: 3 clusters Score -6088356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -6088360.500000 Penalty: 3583.374268
	Iteration 69Q: 3 clusters Score -6088360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -6088367.000000 Penalty: 3583.374268
	Iteration 70Q: 3 clusters Score -6088367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -6088376.000000 Penalty: 3583.374268
	Iteration 71Q: 3 clusters Score -6088376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -6088372.000000 Penalty: 3583.374268
	Iteration 72Q: 3 clusters Score -6088372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -6088375.000000 Penalty: 3583.374268
	Iteration 73Q: 3 clusters Score -6088375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -6088378.000000 Penalty: 3583.374268
	Iteration 74Q: 3 clusters Score -6088378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -6088377.000000 Penalty: 3583.374268
	Iteration 75Q: 3 clusters Score -6088377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -6088371.500000 Penalty: 3583.374268
	Iteration 76Q: 3 clusters Score -6088372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -6088372.000000 Penalty: 3583.374268
	Iteration 77Q: 3 clusters Score -6088372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -6088376.000000 Penalty: 3583.374268
	Iteration 78Q: 3 clusters Score -6088376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -6088381.000000 Penalty: 3583.374268
	Iteration 79Q: 3 clusters Score -6088381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -6088383.500000 Penalty: 3583.374268
	Iteration 80F: 3 clusters Score -6088384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -6088387.000000 Penalty: 3583.374268
	Iteration 81Q: 3 clusters Score -6088387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -6088390.000000 Penalty: 3583.374268
	Iteration 82Q: 3 clusters Score -6088390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -6088395.000000 Penalty: 3583.374268
	Iteration 83Q: 3 clusters Score -6088395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -6088401.500000 Penalty: 3583.374268
	Iteration 84Q: 3 clusters Score -6088402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -6088403.500000 Penalty: 3583.374268
	Iteration 85Q: 3 clusters Score -6088404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -6088400.000000 Penalty: 3583.374268
	Iteration 86Q: 3 clusters Score -6088400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -6088400.000000 Penalty: 3583.374268
	Iteration 87Q: 3 clusters Score -6088400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -6088393.000000 Penalty: 3583.374268
	Iteration 88Q: 3 clusters Score -6088393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -6088404.000000 Penalty: 3583.374268
	Iteration 89Q: 3 clusters Score -6088404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -6088404.000000 Penalty: 3583.374268
	Iteration 90Q: 3 clusters Score -6088404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 59870 members 
Entering Unmasked Estep 
Score: -6088409.500000 Penalty: 3583.374268
	Iteration 91Q: 3 clusters Score -6088410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -6088414.000000 Penalty: 3583.374268
	Iteration 92Q: 3 clusters Score -6088414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -6088416.500000 Penalty: 3583.374268
	Iteration 93Q: 3 clusters Score -6088416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -6088410.500000 Penalty: 3583.374268
	Iteration 94Q: 3 clusters Score -6088410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -6088413.500000 Penalty: 3583.374268
	Iteration 95Q: 3 clusters Score -6088414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -6088412.000000 Penalty: 3583.374268
	Iteration 96Q: 3 clusters Score -6088412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -6088412.000000 Penalty: 3583.374268
	Iteration 97F: 3 clusters Score -6088412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Entering Unmasked Estep 
Score: -3265563.250000 Penalty: 1691.610840
	Iteration 0F: 2 clusters Score -3265563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3243113.750000 Penalty: 3383.221680
	Iteration 0F: 3 clusters Score -3243114 nChanged 15421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3254142.250000 Penalty: 3383.221680
	Iteration 1F: 3 clusters Score -3254142 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3257479.000000 Penalty: 3383.221680
	Iteration 2F: 3 clusters Score -3257479 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3261260.250000 Penalty: 3383.221680
	Iteration 3F: 3 clusters Score -3261260 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3264046.000000 Penalty: 3383.221680
	Iteration 4F: 3 clusters Score -3264046 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3265875.250000 Penalty: 3383.221680
	Iteration 5F: 3 clusters Score -3265875 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3267085.750000 Penalty: 3383.221680
	Iteration 6Q: 3 clusters Score -3267086 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3267883.000000 Penalty: 3383.221680
	Iteration 7Q: 3 clusters Score -3267883 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3268413.750000 Penalty: 3383.221680
	Iteration 8Q: 3 clusters Score -3268414 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3268713.500000 Penalty: 3383.221680
	Iteration 9Q: 3 clusters Score -3268714 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3268947.000000 Penalty: 3383.221680
	Iteration 10Q: 3 clusters Score -3268947 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3269173.250000 Penalty: 3383.221680
	Iteration 11Q: 3 clusters Score -3269173 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3269370.000000 Penalty: 3383.221680
	Iteration 12Q: 3 clusters Score -3269370 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3269558.500000 Penalty: 3383.221680
	Iteration 13Q: 3 clusters Score -3269558 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3269696.750000 Penalty: 3383.221680
	Iteration 14Q: 3 clusters Score -3269697 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3269815.250000 Penalty: 3383.221680
	Iteration 15Q: 3 clusters Score -3269815 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3269915.750000 Penalty: 3383.221680
	Iteration 16Q: 3 clusters Score -3269916 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3269975.000000 Penalty: 3383.221680
	Iteration 17Q: 3 clusters Score -3269975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3270018.250000 Penalty: 3383.221680
	Iteration 18Q: 3 clusters Score -3270018 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3270047.250000 Penalty: 3383.221680
	Iteration 19Q: 3 clusters Score -3270047 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3270078.250000 Penalty: 3383.221680
	Iteration 20F: 3 clusters Score -3270078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3270090.250000 Penalty: 3383.221680
	Iteration 21Q: 3 clusters Score -3270090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3270103.750000 Penalty: 3383.221680
	Iteration 22Q: 3 clusters Score -3270104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3270123.500000 Penalty: 3383.221680
	Iteration 23Q: 3 clusters Score -3270124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3270133.500000 Penalty: 3383.221680
	Iteration 24Q: 3 clusters Score -3270134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3270134.500000 Penalty: 3383.221680
	Iteration 25Q: 3 clusters Score -3270134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -3270135.250000 Penalty: 3383.221680
	Iteration 26Q: 3 clusters Score -3270135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3270145.000000 Penalty: 3383.221680
	Iteration 27Q: 3 clusters Score -3270145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3270143.750000 Penalty: 3383.221680
	Iteration 28Q: 3 clusters Score -3270144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3270153.750000 Penalty: 3383.221680
	Iteration 29Q: 3 clusters Score -3270154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3270152.750000 Penalty: 3383.221680
	Iteration 30Q: 3 clusters Score -3270153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3270150.500000 Penalty: 3383.221680
	Iteration 31Q: 3 clusters Score -3270150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3270150.500000 Penalty: 3383.221680
	Iteration 32Q: 3 clusters Score -3270150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3270145.250000 Penalty: 3383.221680
	Iteration 33Q: 3 clusters Score -3270145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3270142.500000 Penalty: 3383.221680
	Iteration 34Q: 3 clusters Score -3270142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3270145.750000 Penalty: 3383.221680
	Iteration 35Q: 3 clusters Score -3270146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3270148.000000 Penalty: 3383.221680
	Iteration 36Q: 3 clusters Score -3270148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3270143.000000 Penalty: 3383.221680
	Iteration 37Q: 3 clusters Score -3270143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3270142.750000 Penalty: 3383.221680
	Iteration 38Q: 3 clusters Score -3270143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3270144.500000 Penalty: 3383.221680
	Iteration 39Q: 3 clusters Score -3270144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3270147.750000 Penalty: 3383.221680
	Iteration 40F: 3 clusters Score -3270148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3270149.500000 Penalty: 3383.221680
	Iteration 41Q: 3 clusters Score -3270150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3270147.750000 Penalty: 3383.221680
	Iteration 42Q: 3 clusters Score -3270148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3270143.750000 Penalty: 3383.221680
	Iteration 43Q: 3 clusters Score -3270144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3270147.000000 Penalty: 3383.221680
	Iteration 44Q: 3 clusters Score -3270147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3270147.500000 Penalty: 3383.221680
	Iteration 45Q: 3 clusters Score -3270148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3270147.750000 Penalty: 3383.221680
	Iteration 46Q: 3 clusters Score -3270148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3270147.750000 Penalty: 3383.221680
	Iteration 47Q: 3 clusters Score -3270148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3270147.750000 Penalty: 3383.221680
	Iteration 48F: 3 clusters Score -3270148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 26234 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 15 contains 13540 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5763 members 
Mstep: Class 23 contains 1997 members 
Mstep: Class 24 contains 27489 members 
Entering Unmasked Estep 
Score: -52386236.000000 Penalty: 51515.570312
Splitting cluster 19 changes total score from -52366548.000000 to -52386236.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 111948 members 
Mstep: Class 3 contains 26234 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 8 contains 19545 members 
Mstep: Class 9 contains 122571 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 5497 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 1488 members 
Mstep: Class 16 contains 11546 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52393440.000000 Penalty: 51515.570312
Iteration 39Q: 25 clusters Score -5.239344e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 111295 members 
Mstep: Class 3 contains 26355 members 
Mstep: Class 4 contains 14386 members 
Mstep: Class 5 contains 6154 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 19519 members 
Mstep: Class 9 contains 123793 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 5735 members 
Mstep: Class 12 contains 15306 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 1513 members 
Mstep: Class 15 contains 12848 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 61633 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 5531 members 
Mstep: Class 23 contains 1951 members 
Mstep: Class 24 contains 26687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52399328.000000 Penalty: 51515.570312
Iteration 40F: 25 clusters Score -5.239933e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 110814 members 
Mstep: Class 3 contains 26253 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 6155 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 16071 members 
Mstep: Class 8 contains 19478 members 
Mstep: Class 9 contains 124500 members 
Mstep: Class 10 contains 1657 members 
Mstep: Class 11 contains 5533 members 
Mstep: Class 12 contains 15407 members 
Mstep: Class 13 contains 14734 members 
Mstep: Class 14 contains 1533 members 
Mstep: Class 15 contains 12841 members 
Mstep: Class 16 contains 11640 members 
Mstep: Class 17 contains 10089 members 
Mstep: Class 18 contains 61745 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 686 members 
Mstep: Class 21 contains 708 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 2047 members 
Mstep: Class 24 contains 27156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52401396.000000 Penalty: 51515.570312
Iteration 41Q: 25 clusters Score -5.24014e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 110419 members 
Mstep: Class 3 contains 26209 members 
Mstep: Class 4 contains 14247 members 
Mstep: Class 5 contains 6107 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 16422 members 
Mstep: Class 8 contains 19436 members 
Mstep: Class 9 contains 125050 members 
Mstep: Class 10 contains 1717 members 
Mstep: Class 11 contains 5450 members 
Mstep: Class 12 contains 15499 members 
Mstep: Class 13 contains 14549 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 12842 members 
Mstep: Class 16 contains 11537 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 61889 members 
Mstep: Class 19 contains 5775 members 
Mstep: Class 20 contains 693 members 
Mstep: Class 21 contains 735 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 2117 members 
Mstep: Class 24 contains 27449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52402496.000000 Penalty: 51515.570312
Iteration 42Q: 25 clusters Score -5.24025e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 110028 members 
Mstep: Class 3 contains 26123 members 
Mstep: Class 4 contains 14251 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 16783 members 
Mstep: Class 8 contains 19399 members 
Mstep: Class 9 contains 125473 members 
Mstep: Class 10 contains 1750 members 
Mstep: Class 11 contains 5406 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 14367 members 
Mstep: Class 14 contains 1562 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 9699 members 
Mstep: Class 18 contains 62007 members 
Mstep: Class 19 contains 5787 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 748 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 27636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403120.000000 Penalty: 51515.570312
Iteration 43Q: 25 clusters Score -5.240312e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 109702 members 
Mstep: Class 3 contains 26058 members 
Mstep: Class 4 contains 14281 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 2729 members 
Mstep: Class 7 contains 17101 members 
Mstep: Class 8 contains 19366 members 
Mstep: Class 9 contains 125801 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 13 contains 14242 members 
Mstep: Class 14 contains 1577 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 62109 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 725 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 5331 members 
Mstep: Class 23 contains 2251 members 
Mstep: Class 24 contains 27761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403732.000000 Penalty: 51515.570312
Iteration 44Q: 25 clusters Score -5.240373e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 109429 members 
Mstep: Class 3 contains 25980 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 2743 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 19339 members 
Mstep: Class 9 contains 126074 members 
Mstep: Class 10 contains 1797 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 15535 members 
Mstep: Class 13 contains 14137 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 11196 members 
Mstep: Class 17 contains 9428 members 
Mstep: Class 18 contains 62194 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 740 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 5306 members 
Mstep: Class 23 contains 2323 members 
Mstep: Class 24 contains 27849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404156.000000 Penalty: 51515.570312
Iteration 45Q: 25 clusters Score -5.240416e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 109210 members 
Mstep: Class 3 contains 25918 members 
Mstep: Class 4 contains 14320 members 
Mstep: Class 5 contains 5985 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 17750 members 
Mstep: Class 8 contains 19302 members 
Mstep: Class 9 contains 126291 members 
Mstep: Class 10 contains 1827 members 
Mstep: Class 11 contains 5307 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 14043 members 
Mstep: Class 14 contains 1688 members 
Mstep: Class 15 contains 13096 members 
Mstep: Class 16 contains 11106 members 
Mstep: Class 17 contains 9332 members 
Mstep: Class 18 contains 62287 members 
Mstep: Class 19 contains 5843 members 
Mstep: Class 20 contains 757 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 5276 members 
Mstep: Class 23 contains 2394 members 
Mstep: Class 24 contains 27911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404324.000000 Penalty: 51515.570312
Iteration 46Q: 25 clusters Score -5.240432e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 109017 members 
Mstep: Class 3 contains 25886 members 
Mstep: Class 4 contains 14333 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 18016 members 
Mstep: Class 8 contains 19277 members 
Mstep: Class 9 contains 126456 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 15509 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 13150 members 
Mstep: Class 16 contains 11056 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 62346 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 774 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 2485 members 
Mstep: Class 24 contains 27941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404480.000000 Penalty: 51515.570312
Iteration 47Q: 25 clusters Score -5.240448e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 108861 members 
Mstep: Class 3 contains 25870 members 
Mstep: Class 4 contains 14331 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 18249 members 
Mstep: Class 8 contains 19261 members 
Mstep: Class 9 contains 126578 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 15510 members 
Mstep: Class 13 contains 13866 members 
Mstep: Class 14 contains 1798 members 
Mstep: Class 15 contains 13205 members 
Mstep: Class 16 contains 11001 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 62380 members 
Mstep: Class 19 contains 5865 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 5240 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 27970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404840.000000 Penalty: 51515.570312
Iteration 48Q: 25 clusters Score -5.240484e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 108709 members 
Mstep: Class 3 contains 25867 members 
Mstep: Class 4 contains 14333 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 18480 members 
Mstep: Class 8 contains 19241 members 
Mstep: Class 9 contains 126680 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 5177 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 13779 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 13245 members 
Mstep: Class 16 contains 10942 members 
Mstep: Class 17 contains 9150 members 
Mstep: Class 18 contains 62425 members 
Mstep: Class 19 contains 5867 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 27997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404936.000000 Penalty: 51515.570312
Iteration 49Q: 25 clusters Score -5.240494e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 108589 members 
Mstep: Class 3 contains 25859 members 
Mstep: Class 4 contains 14334 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 8 contains 19220 members 
Mstep: Class 9 contains 126758 members 
Mstep: Class 10 contains 1888 members 
Mstep: Class 11 contains 5148 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 13704 members 
Mstep: Class 14 contains 1903 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 10893 members 
Mstep: Class 17 contains 9112 members 
Mstep: Class 18 contains 62459 members 
Mstep: Class 19 contains 5868 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 5224 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 28012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404924.000000 Penalty: 51515.570312
Iteration 50Q: 25 clusters Score -5.240492e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 108482 members 
Mstep: Class 3 contains 25862 members 
Mstep: Class 4 contains 14338 members 
Mstep: Class 5 contains 5771 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 18872 members 
Mstep: Class 8 contains 19203 members 
Mstep: Class 9 contains 126842 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 13646 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 10859 members 
Mstep: Class 17 contains 9073 members 
Mstep: Class 18 contains 62494 members 
Mstep: Class 19 contains 5870 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 5210 members 
Mstep: Class 23 contains 2855 members 
Mstep: Class 24 contains 28021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405152.000000 Penalty: 51515.570312
Iteration 51Q: 25 clusters Score -5.240515e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 108368 members 
Mstep: Class 3 contains 25865 members 
Mstep: Class 4 contains 14347 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 19018 members 
Mstep: Class 8 contains 19194 members 
Mstep: Class 9 contains 126913 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 5108 members 
Mstep: Class 12 contains 15542 members 
Mstep: Class 13 contains 13602 members 
Mstep: Class 14 contains 1963 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 10824 members 
Mstep: Class 17 contains 9053 members 
Mstep: Class 18 contains 62518 members 
Mstep: Class 19 contains 5870 members 
Mstep: Class 20 contains 803 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 5203 members 
Mstep: Class 23 contains 2918 members 
Mstep: Class 24 contains 28028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405320.000000 Penalty: 51515.570312
Iteration 52Q: 25 clusters Score -5.240532e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 108267 members 
Mstep: Class 3 contains 25861 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 19150 members 
Mstep: Class 8 contains 19183 members 
Mstep: Class 9 contains 126974 members 
Mstep: Class 10 contains 1920 members 
Mstep: Class 11 contains 5106 members 
Mstep: Class 12 contains 15552 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 1996 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 10790 members 
Mstep: Class 17 contains 9042 members 
Mstep: Class 18 contains 62543 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 2951 members 
Mstep: Class 24 contains 28043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405304.000000 Penalty: 51515.570312
Iteration 53Q: 25 clusters Score -5.24053e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 108158 members 
Mstep: Class 3 contains 25860 members 
Mstep: Class 4 contains 14334 members 
Mstep: Class 5 contains 5702 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 7 contains 19298 members 
Mstep: Class 8 contains 19173 members 
Mstep: Class 9 contains 127017 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 5098 members 
Mstep: Class 12 contains 15560 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10768 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 62564 members 
Mstep: Class 19 contains 5865 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 28051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405496.000000 Penalty: 51515.570312
Iteration 54Q: 25 clusters Score -5.24055e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 108085 members 
Mstep: Class 3 contains 25859 members 
Mstep: Class 4 contains 14325 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 19431 members 
Mstep: Class 8 contains 19167 members 
Mstep: Class 9 contains 127044 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 11 contains 5096 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 13549 members 
Mstep: Class 14 contains 2043 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 10748 members 
Mstep: Class 17 contains 9030 members 
Mstep: Class 18 contains 62592 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 5189 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 28060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405616.000000 Penalty: 51515.570312
Iteration 55Q: 25 clusters Score -5.240562e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 108021 members 
Mstep: Class 3 contains 25853 members 
Mstep: Class 4 contains 14327 members 
Mstep: Class 5 contains 5672 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 19553 members 
Mstep: Class 8 contains 19161 members 
Mstep: Class 9 contains 127079 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 5097 members 
Mstep: Class 12 contains 15555 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 10733 members 
Mstep: Class 17 contains 9020 members 
Mstep: Class 18 contains 62608 members 
Mstep: Class 19 contains 5858 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 28058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405676.000000 Penalty: 51515.570312
Iteration 56Q: 25 clusters Score -5.240568e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 107966 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 19654 members 
Mstep: Class 8 contains 19157 members 
Mstep: Class 9 contains 127107 members 
Mstep: Class 10 contains 1943 members 
Mstep: Class 11 contains 5107 members 
Mstep: Class 12 contains 15548 members 
Mstep: Class 13 contains 13524 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 13314 members 
Mstep: Class 16 contains 10720 members 
Mstep: Class 17 contains 9016 members 
Mstep: Class 18 contains 62621 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 3034 members 
Mstep: Class 24 contains 28056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405652.000000 Penalty: 51515.570312
Iteration 57Q: 25 clusters Score -5.240565e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 107904 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 19765 members 
Mstep: Class 8 contains 19157 members 
Mstep: Class 9 contains 127118 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 15541 members 
Mstep: Class 13 contains 13513 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 13324 members 
Mstep: Class 16 contains 10707 members 
Mstep: Class 17 contains 9011 members 
Mstep: Class 18 contains 62629 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 5170 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 28055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405716.000000 Penalty: 51515.570312
Iteration 58Q: 25 clusters Score -5.240572e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 107857 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 5621 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 19860 members 
Mstep: Class 8 contains 19152 members 
Mstep: Class 9 contains 127137 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 15533 members 
Mstep: Class 13 contains 13505 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 13335 members 
Mstep: Class 16 contains 10679 members 
Mstep: Class 17 contains 9002 members 
Mstep: Class 18 contains 62639 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 28055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405716.000000 Penalty: 51515.570312
Iteration 59Q: 25 clusters Score -5.240572e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 107808 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 14342 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 3034 members 
Mstep: Class 7 contains 19948 members 
Mstep: Class 8 contains 19147 members 
Mstep: Class 9 contains 127150 members 
Mstep: Class 10 contains 1976 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 15529 members 
Mstep: Class 13 contains 13504 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 10664 members 
Mstep: Class 17 contains 8999 members 
Mstep: Class 18 contains 62651 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 28053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405936.000000 Penalty: 51515.570312
Iteration 60F: 25 clusters Score -5.240594e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 107775 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 14345 members 
Mstep: Class 5 contains 5605 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 20026 members 
Mstep: Class 8 contains 19143 members 
Mstep: Class 9 contains 127160 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 5112 members 
Mstep: Class 12 contains 15534 members 
Mstep: Class 13 contains 13500 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 13344 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 17 contains 8997 members 
Mstep: Class 18 contains 62670 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 5132 members 
Mstep: Class 23 contains 3073 members 
Mstep: Class 24 contains 28049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406200.000000 Penalty: 51515.570312
Iteration 61Q: 25 clusters Score -5.24062e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 107745 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 14353 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 20092 members 
Mstep: Class 8 contains 19143 members 
Mstep: Class 9 contains 127166 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 5109 members 
Mstep: Class 12 contains 15528 members 
Mstep: Class 13 contains 13504 members 
Mstep: Class 14 contains 2210 members 
Mstep: Class 15 contains 13350 members 
Mstep: Class 16 contains 10622 members 
Mstep: Class 17 contains 8994 members 
Mstep: Class 18 contains 62669 members 
Mstep: Class 19 contains 5863 members 
Mstep: Class 20 contains 832 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 5121 members 
Mstep: Class 23 contains 3090 members 
Mstep: Class 24 contains 28045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406152.000000 Penalty: 51515.570312
Iteration 62Q: 25 clusters Score -5.240615e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 107715 members 
Mstep: Class 3 contains 25838 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 5565 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 20179 members 
Mstep: Class 8 contains 19138 members 
Mstep: Class 9 contains 127177 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 5106 members 
Mstep: Class 12 contains 15518 members 
Mstep: Class 13 contains 13504 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 13356 members 
Mstep: Class 16 contains 10597 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 62677 members 
Mstep: Class 19 contains 5864 members 
Mstep: Class 20 contains 829 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 5115 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 28040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406252.000000 Penalty: 51515.570312
Iteration 63Q: 25 clusters Score -5.240625e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 107686 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 5537 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 20254 members 
Mstep: Class 8 contains 19133 members 
Mstep: Class 9 contains 127193 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 5108 members 
Mstep: Class 12 contains 15504 members 
Mstep: Class 13 contains 13501 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 13357 members 
Mstep: Class 16 contains 10575 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 62693 members 
Mstep: Class 19 contains 5862 members 
Mstep: Class 20 contains 831 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406324.000000 Penalty: 51515.570312
Iteration 64Q: 25 clusters Score -5.240632e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 107657 members 
Mstep: Class 3 contains 25851 members 
Mstep: Class 4 contains 14366 members 
Mstep: Class 5 contains 5520 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 20313 members 
Mstep: Class 8 contains 19130 members 
Mstep: Class 9 contains 127207 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 5113 members 
Mstep: Class 12 contains 15494 members 
Mstep: Class 13 contains 13505 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 13367 members 
Mstep: Class 16 contains 10546 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 62699 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 832 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 5098 members 
Mstep: Class 23 contains 3126 members 
Mstep: Class 24 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406216.000000 Penalty: 51515.570312
Iteration 65Q: 25 clusters Score -5.240622e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 107632 members 
Mstep: Class 3 contains 25855 members 
Mstep: Class 4 contains 14364 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 20372 members 
Mstep: Class 8 contains 19128 members 
Mstep: Class 9 contains 127215 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 5110 members 
Mstep: Class 12 contains 15480 members 
Mstep: Class 13 contains 13508 members 
Mstep: Class 14 contains 2332 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 10518 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 62707 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406272.000000 Penalty: 51515.570312
Iteration 66Q: 25 clusters Score -5.240627e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 107606 members 
Mstep: Class 3 contains 25859 members 
Mstep: Class 4 contains 14358 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 20439 members 
Mstep: Class 8 contains 19126 members 
Mstep: Class 9 contains 127222 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 5112 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 13511 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 13378 members 
Mstep: Class 16 contains 10492 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 62716 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 5071 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406356.000000 Penalty: 51515.570312
Iteration 67Q: 25 clusters Score -5.240636e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 107573 members 
Mstep: Class 3 contains 25861 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 20498 members 
Mstep: Class 8 contains 19121 members 
Mstep: Class 9 contains 127232 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 5113 members 
Mstep: Class 12 contains 15461 members 
Mstep: Class 13 contains 13506 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 13383 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 62720 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 28029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406444.000000 Penalty: 51515.570312
Iteration 68Q: 25 clusters Score -5.240644e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 107550 members 
Mstep: Class 3 contains 25862 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 19116 members 
Mstep: Class 9 contains 127241 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 15454 members 
Mstep: Class 13 contains 13505 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 13384 members 
Mstep: Class 16 contains 10462 members 
Mstep: Class 17 contains 8989 members 
Mstep: Class 18 contains 62725 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 5030 members 
Mstep: Class 23 contains 3162 members 
Mstep: Class 24 contains 28030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406440.000000 Penalty: 51515.570312
Iteration 69Q: 25 clusters Score -5.240644e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 107519 members 
Mstep: Class 3 contains 25861 members 
Mstep: Class 4 contains 14355 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 20617 members 
Mstep: Class 8 contains 19111 members 
Mstep: Class 9 contains 127247 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 15454 members 
Mstep: Class 13 contains 13510 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 13386 members 
Mstep: Class 16 contains 10457 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 62737 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 3168 members 
Mstep: Class 24 contains 28030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406536.000000 Penalty: 51515.570312
Iteration 70Q: 25 clusters Score -5.240654e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 107496 members 
Mstep: Class 3 contains 25864 members 
Mstep: Class 4 contains 14352 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 20659 members 
Mstep: Class 8 contains 19109 members 
Mstep: Class 9 contains 127247 members 
Mstep: Class 10 contains 2134 members 
Mstep: Class 11 contains 5124 members 
Mstep: Class 12 contains 15454 members 
Mstep: Class 13 contains 13515 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 13389 members 
Mstep: Class 16 contains 10457 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 62742 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4997 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406576.000000 Penalty: 51515.570312
Iteration 71Q: 25 clusters Score -5.240658e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 107479 members 
Mstep: Class 3 contains 25866 members 
Mstep: Class 4 contains 14352 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 20694 members 
Mstep: Class 8 contains 19110 members 
Mstep: Class 9 contains 127249 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 13 contains 13519 members 
Mstep: Class 14 contains 2411 members 
Mstep: Class 15 contains 13392 members 
Mstep: Class 16 contains 10447 members 
Mstep: Class 17 contains 8989 members 
Mstep: Class 18 contains 62741 members 
Mstep: Class 19 contains 5861 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4974 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406540.000000 Penalty: 51515.570312
Iteration 72Q: 25 clusters Score -5.240654e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 107472 members 
Mstep: Class 3 contains 25866 members 
Mstep: Class 4 contains 14353 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 20718 members 
Mstep: Class 8 contains 19108 members 
Mstep: Class 9 contains 127255 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 15447 members 
Mstep: Class 13 contains 13524 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 13395 members 
Mstep: Class 16 contains 10433 members 
Mstep: Class 17 contains 8983 members 
Mstep: Class 18 contains 62743 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406604.000000 Penalty: 51515.570312
Iteration 73Q: 25 clusters Score -5.24066e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 107466 members 
Mstep: Class 3 contains 25867 members 
Mstep: Class 4 contains 14354 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 20745 members 
Mstep: Class 8 contains 19105 members 
Mstep: Class 9 contains 127259 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 15448 members 
Mstep: Class 13 contains 13532 members 
Mstep: Class 14 contains 2424 members 
Mstep: Class 15 contains 13397 members 
Mstep: Class 16 contains 10424 members 
Mstep: Class 17 contains 8979 members 
Mstep: Class 18 contains 62742 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 838 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406616.000000 Penalty: 51515.570312
Iteration 74Q: 25 clusters Score -5.240662e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 107457 members 
Mstep: Class 3 contains 25867 members 
Mstep: Class 4 contains 14356 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 20780 members 
Mstep: Class 8 contains 19104 members 
Mstep: Class 9 contains 127259 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 5123 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 13535 members 
Mstep: Class 14 contains 2435 members 
Mstep: Class 15 contains 13397 members 
Mstep: Class 16 contains 10419 members 
Mstep: Class 17 contains 8975 members 
Mstep: Class 18 contains 62735 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406680.000000 Penalty: 51515.570312
Iteration 75Q: 25 clusters Score -5.240668e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 107452 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 20816 members 
Mstep: Class 8 contains 19101 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 15456 members 
Mstep: Class 13 contains 13539 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 10409 members 
Mstep: Class 17 contains 8972 members 
Mstep: Class 18 contains 62736 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4839 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406668.000000 Penalty: 51515.570312
Iteration 76Q: 25 clusters Score -5.240667e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 107454 members 
Mstep: Class 3 contains 25869 members 
Mstep: Class 4 contains 14359 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 20843 members 
Mstep: Class 8 contains 19098 members 
Mstep: Class 9 contains 127262 members 
Mstep: Class 10 contains 2336 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 15461 members 
Mstep: Class 13 contains 13542 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 15 contains 13400 members 
Mstep: Class 16 contains 10403 members 
Mstep: Class 17 contains 8971 members 
Mstep: Class 18 contains 62733 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 836 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4804 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406760.000000 Penalty: 51515.570312
Iteration 77Q: 25 clusters Score -5.240676e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 107458 members 
Mstep: Class 3 contains 25870 members 
Mstep: Class 4 contains 14360 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 20869 members 
Mstep: Class 8 contains 19094 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2372 members 
Mstep: Class 11 contains 5108 members 
Mstep: Class 12 contains 15464 members 
Mstep: Class 13 contains 13541 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 13401 members 
Mstep: Class 16 contains 10398 members 
Mstep: Class 17 contains 8968 members 
Mstep: Class 18 contains 62733 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4770 members 
Mstep: Class 23 contains 3179 members 
Mstep: Class 24 contains 28035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406740.000000 Penalty: 51515.570312
Iteration 78Q: 25 clusters Score -5.240674e+07 nChanged 155
Entering ConstructFrom: 
Score: -52406740.000000 Penalty: 51515.570312
Entering ConstructFrom: 
Trying to split cluster 1 (43718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Entering Unmasked Estep 
Score: -4354313.000000 Penalty: 1736.396240
	Iteration 0F: 2 clusters Score -4354313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -4325044.500000 Penalty: 3472.792480
	Iteration 0F: 3 clusters Score -4325044 nChanged 20438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4336712.500000 Penalty: 3472.792480
	Iteration 1F: 3 clusters Score -4336712 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4337406.500000 Penalty: 3472.792480
	Iteration 2Q: 3 clusters Score -4337406 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4338293.500000 Penalty: 3472.792480
	Iteration 3Q: 3 clusters Score -4338294 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4339504.000000 Penalty: 3472.792480
	Iteration 4F: 3 clusters Score -4339504 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4340988.000000 Penalty: 3472.792480
	Iteration 5F: 3 clusters Score -4340988 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -4342663.500000 Penalty: 3472.792480
	Iteration 6F: 3 clusters Score -4342664 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4344385.000000 Penalty: 3472.792480
	Iteration 7F: 3 clusters Score -4344385 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4345934.500000 Penalty: 3472.792480
	Iteration 8F: 3 clusters Score -4345934 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4347439.500000 Penalty: 3472.792480
	Iteration 9Q: 3 clusters Score -4347440 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -4348737.000000 Penalty: 3472.792480
	Iteration 10Q: 3 clusters Score -4348737 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4349882.500000 Penalty: 3472.792480
	Iteration 11Q: 3 clusters Score -4349882 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4350801.000000 Penalty: 3472.792480
	Iteration 12Q: 3 clusters Score -4350801 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4351441.000000 Penalty: 3472.792480
	Iteration 13Q: 3 clusters Score -4351441 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4351909.000000 Penalty: 3472.792480
	Iteration 14Q: 3 clusters Score -4351909 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4352202.500000 Penalty: 3472.792480
	Iteration 15Q: 3 clusters Score -4352202 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4352387.500000 Penalty: 3472.792480
	Iteration 16Q: 3 clusters Score -4352388 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4352523.500000 Penalty: 3472.792480
	Iteration 17Q: 3 clusters Score -4352524 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4352603.500000 Penalty: 3472.792480
	Iteration 18Q: 3 clusters Score -4352604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4352661.500000 Penalty: 3472.792480
	Iteration 19Q: 3 clusters Score -4352662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4352700.000000 Penalty: 3472.792480
	Iteration 20F: 3 clusters Score -4352700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4352726.000000 Penalty: 3472.792480
	Iteration 21Q: 3 clusters Score -4352726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4352747.000000 Penalty: 3472.792480
	Iteration 22Q: 3 clusters Score -4352747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4352750.500000 Penalty: 3472.792480
	Iteration 23Q: 3 clusters Score -4352750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4352756.500000 Penalty: 3472.792480
	Iteration 24Q: 3 clusters Score -4352756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4352758.500000 Penalty: 3472.792480
	Iteration 25Q: 3 clusters Score -4352758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4352769.000000 Penalty: 3472.792480
	Iteration 26Q: 3 clusters Score -4352769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4352785.000000 Penalty: 3472.792480
	Iteration 27Q: 3 clusters Score -4352785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4352782.000000 Penalty: 3472.792480
	Iteration 28Q: 3 clusters Score -4352782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4352795.500000 Penalty: 3472.792480
	Iteration 29Q: 3 clusters Score -4352796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4352795.500000 Penalty: 3472.792480
	Iteration 30Q: 3 clusters Score -4352796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4352808.000000 Penalty: 3472.792480
	Iteration 31Q: 3 clusters Score -4352808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4352816.000000 Penalty: 3472.792480
	Iteration 32Q: 3 clusters Score -4352816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4352820.500000 Penalty: 3472.792480
	Iteration 33Q: 3 clusters Score -4352820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4352826.000000 Penalty: 3472.792480
	Iteration 34Q: 3 clusters Score -4352826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4352830.000000 Penalty: 3472.792480
	Iteration 35Q: 3 clusters Score -4352830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4352830.500000 Penalty: 3472.792480
	Iteration 36Q: 3 clusters Score -4352830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4352831.000000 Penalty: 3472.792480
	Iteration 37Q: 3 clusters Score -4352831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4352828.000000 Penalty: 3472.792480
	Iteration 38Q: 3 clusters Score -4352828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4352831.500000 Penalty: 3472.792480
	Iteration 39Q: 3 clusters Score -4352832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4352831.500000 Penalty: 3472.792480
	Iteration 40F: 3 clusters Score -4352832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107458 members 
Entering Unmasked Estep 
Score: -10648470.000000 Penalty: 1882.538940
	Iteration 0F: 2 clusters Score -1.064847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -10576977.000000 Penalty: 3765.077881
	Iteration 0F: 3 clusters Score -1.057698e+07 nChanged 51813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -10607532.000000 Penalty: 3765.077881
	Iteration 1F: 3 clusters Score -1.060753e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -10608635.000000 Penalty: 3765.077881
	Iteration 2Q: 3 clusters Score -1.060864e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -10609988.000000 Penalty: 3765.077881
	Iteration 3Q: 3 clusters Score -1.060999e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -10611786.000000 Penalty: 3765.077881
	Iteration 4Q: 3 clusters Score -1.061179e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -10613615.000000 Penalty: 3765.077881
	Iteration 5Q: 3 clusters Score -1.061362e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -10615614.000000 Penalty: 3765.077881
	Iteration 6Q: 3 clusters Score -1.061561e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -10617617.000000 Penalty: 3765.077881
	Iteration 7Q: 3 clusters Score -1.061762e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -10619474.000000 Penalty: 3765.077881
	Iteration 8Q: 3 clusters Score -1.061947e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -10621373.000000 Penalty: 3765.077881
	Iteration 9Q: 3 clusters Score -1.062137e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -10623745.000000 Penalty: 3765.077881
	Iteration 10Q: 3 clusters Score -1.062374e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -10626458.000000 Penalty: 3765.077881
	Iteration 11Q: 3 clusters Score -1.062646e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -10630028.000000 Penalty: 3765.077881
	Iteration 12F: 3 clusters Score -1.063003e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -10634123.000000 Penalty: 3765.077881
	Iteration 13F: 3 clusters Score -1.063412e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -10638364.000000 Penalty: 3765.077881
	Iteration 14F: 3 clusters Score -1.063836e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -10641991.000000 Penalty: 3765.077881
	Iteration 15Q: 3 clusters Score -1.064199e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -10644427.000000 Penalty: 3765.077881
	Iteration 16Q: 3 clusters Score -1.064443e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10645773.000000 Penalty: 3765.077881
	Iteration 17Q: 3 clusters Score -1.064577e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10646420.000000 Penalty: 3765.077881
	Iteration 18Q: 3 clusters Score -1.064642e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10646762.000000 Penalty: 3765.077881
	Iteration 19Q: 3 clusters Score -1.064676e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10646924.000000 Penalty: 3765.077881
	Iteration 20F: 3 clusters Score -1.064692e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106875 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10647034.000000 Penalty: 3765.077881
	Iteration 21Q: 3 clusters Score -1.064703e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10647145.000000 Penalty: 3765.077881
	Iteration 22Q: 3 clusters Score -1.064714e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10647181.000000 Penalty: 3765.077881
	Iteration 23Q: 3 clusters Score -1.064718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10647215.000000 Penalty: 3765.077881
	Iteration 24Q: 3 clusters Score -1.064722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107051 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10647244.000000 Penalty: 3765.077881
	Iteration 25Q: 3 clusters Score -1.064724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10647272.000000 Penalty: 3765.077881
	Iteration 26Q: 3 clusters Score -1.064727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107069 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10647277.000000 Penalty: 3765.077881
	Iteration 27Q: 3 clusters Score -1.064728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107074 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10647270.000000 Penalty: 3765.077881
	Iteration 28Q: 3 clusters Score -1.064727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10647273.000000 Penalty: 3765.077881
	Iteration 29Q: 3 clusters Score -1.064727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10647285.000000 Penalty: 3765.077881
	Iteration 30Q: 3 clusters Score -1.064728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10647298.000000 Penalty: 3765.077881
	Iteration 31Q: 3 clusters Score -1.06473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10647306.000000 Penalty: 3765.077881
	Iteration 32Q: 3 clusters Score -1.064731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10647307.000000 Penalty: 3765.077881
	Iteration 33Q: 3 clusters Score -1.064731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10647309.000000 Penalty: 3765.077881
	Iteration 34Q: 3 clusters Score -1.064731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10647315.000000 Penalty: 3765.077881
	Iteration 35Q: 3 clusters Score -1.064732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10647320.000000 Penalty: 3765.077881
	Iteration 36Q: 3 clusters Score -1.064732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10647327.000000 Penalty: 3765.077881
	Iteration 37Q: 3 clusters Score -1.064733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10647330.000000 Penalty: 3765.077881
	Iteration 38Q: 3 clusters Score -1.064733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10647328.000000 Penalty: 3765.077881
	Iteration 39Q: 3 clusters Score -1.064733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10647326.000000 Penalty: 3765.077881
	Iteration 40F: 3 clusters Score -1.064733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10647331.000000 Penalty: 3765.077881
	Iteration 41Q: 3 clusters Score -1.064733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10647335.000000 Penalty: 3765.077881
	Iteration 42Q: 3 clusters Score -1.064734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10647341.000000 Penalty: 3765.077881
	Iteration 43Q: 3 clusters Score -1.064734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10647339.000000 Penalty: 3765.077881
	Iteration 44Q: 3 clusters Score -1.064734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10647340.000000 Penalty: 3765.077881
	Iteration 45Q: 3 clusters Score -1.064734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10647342.000000 Penalty: 3765.077881
	Iteration 46Q: 3 clusters Score -1.064734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10647342.000000 Penalty: 3765.077881
	Iteration 47F: 3 clusters Score -1.064734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Entering Unmasked Estep 
Score: -2529922.000000 Penalty: 1651.123779
	Iteration 0F: 2 clusters Score -2529922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2512298.500000 Penalty: 3302.247559
	Iteration 0F: 3 clusters Score -2512298 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2519049.000000 Penalty: 3302.247559
	Iteration 1F: 3 clusters Score -2519049 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2519454.500000 Penalty: 3302.247559
	Iteration 2Q: 3 clusters Score -2519454 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2519857.750000 Penalty: 3302.247559
	Iteration 3Q: 3 clusters Score -2519858 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2520258.750000 Penalty: 3302.247559
	Iteration 4Q: 3 clusters Score -2520259 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2520681.250000 Penalty: 3302.247559
	Iteration 5Q: 3 clusters Score -2520681 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2521176.000000 Penalty: 3302.247559
	Iteration 6Q: 3 clusters Score -2521176 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2521696.500000 Penalty: 3302.247559
	Iteration 7Q: 3 clusters Score -2521696 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2522311.250000 Penalty: 3302.247559
	Iteration 8Q: 3 clusters Score -2522311 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2523010.250000 Penalty: 3302.247559
	Iteration 9Q: 3 clusters Score -2523010 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2523768.500000 Penalty: 3302.247559
	Iteration 10Q: 3 clusters Score -2523768 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2524526.250000 Penalty: 3302.247559
	Iteration 11Q: 3 clusters Score -2524526 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2525159.750000 Penalty: 3302.247559
	Iteration 12Q: 3 clusters Score -2525160 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2525667.500000 Penalty: 3302.247559
	Iteration 13Q: 3 clusters Score -2525668 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2526041.750000 Penalty: 3302.247559
	Iteration 14Q: 3 clusters Score -2526042 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2526339.500000 Penalty: 3302.247559
	Iteration 15Q: 3 clusters Score -2526340 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2526589.000000 Penalty: 3302.247559
	Iteration 16Q: 3 clusters Score -2526589 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2526775.500000 Penalty: 3302.247559
	Iteration 17Q: 3 clusters Score -2526776 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2526954.750000 Penalty: 3302.247559
	Iteration 18Q: 3 clusters Score -2526955 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2527147.500000 Penalty: 3302.247559
	Iteration 19Q: 3 clusters Score -2527148 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2527342.500000 Penalty: 3302.247559
	Iteration 20F: 3 clusters Score -2527342 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2527513.000000 Penalty: 3302.247559
	Iteration 21Q: 3 clusters Score -2527513 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2527641.000000 Penalty: 3302.247559
	Iteration 22Q: 3 clusters Score -2527641 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2527771.250000 Penalty: 3302.247559
	Iteration 23Q: 3 clusters Score -2527771 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2527878.250000 Penalty: 3302.247559
	Iteration 24Q: 3 clusters Score -2527878 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2527965.500000 Penalty: 3302.247559
	Iteration 25Q: 3 clusters Score -2527966 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2528075.000000 Penalty: 3302.247559
	Iteration 26Q: 3 clusters Score -2528075 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2528172.500000 Penalty: 3302.247559
	Iteration 27Q: 3 clusters Score -2528172 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2528245.000000 Penalty: 3302.247559
	Iteration 28Q: 3 clusters Score -2528245 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2528335.000000 Penalty: 3302.247559
	Iteration 29Q: 3 clusters Score -2528335 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2528429.250000 Penalty: 3302.247559
	Iteration 30Q: 3 clusters Score -2528429 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2528519.250000 Penalty: 3302.247559
	Iteration 31Q: 3 clusters Score -2528519 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2528588.000000 Penalty: 3302.247559
	Iteration 32Q: 3 clusters Score -2528588 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2528639.500000 Penalty: 3302.247559
	Iteration 33Q: 3 clusters Score -2528640 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2528690.000000 Penalty: 3302.247559
	Iteration 34Q: 3 clusters Score -2528690 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2528726.750000 Penalty: 3302.247559
	Iteration 35Q: 3 clusters Score -2528727 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2528771.500000 Penalty: 3302.247559
	Iteration 36Q: 3 clusters Score -2528772 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2528805.000000 Penalty: 3302.247559
	Iteration 37Q: 3 clusters Score -2528805 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2528836.250000 Penalty: 3302.247559
	Iteration 38Q: 3 clusters Score -2528836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2528853.000000 Penalty: 3302.247559
	Iteration 39Q: 3 clusters Score -2528853 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2528866.250000 Penalty: 3302.247559
	Iteration 40F: 3 clusters Score -2528866 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2528888.250000 Penalty: 3302.247559
	Iteration 41Q: 3 clusters Score -2528888 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2528904.500000 Penalty: 3302.247559
	Iteration 42Q: 3 clusters Score -2528904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2528919.500000 Penalty: 3302.247559
	Iteration 43Q: 3 clusters Score -2528920 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2528940.000000 Penalty: 3302.247559
	Iteration 44Q: 3 clusters Score -2528940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2528947.250000 Penalty: 3302.247559
	Iteration 45Q: 3 clusters Score -2528947 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2528957.000000 Penalty: 3302.247559
	Iteration 46Q: 3 clusters Score -2528957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2528969.000000 Penalty: 3302.247559
	Iteration 47Q: 3 clusters Score -2528969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2528964.250000 Penalty: 3302.247559
	Iteration 48Q: 3 clusters Score -2528964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2528972.000000 Penalty: 3302.247559
	Iteration 49Q: 3 clusters Score -2528972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2528979.250000 Penalty: 3302.247559
	Iteration 50Q: 3 clusters Score -2528979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2528982.750000 Penalty: 3302.247559
	Iteration 51Q: 3 clusters Score -2528983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2528976.250000 Penalty: 3302.247559
	Iteration 52Q: 3 clusters Score -2528976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2528978.750000 Penalty: 3302.247559
	Iteration 53Q: 3 clusters Score -2528979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2528982.500000 Penalty: 3302.247559
	Iteration 54Q: 3 clusters Score -2528982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2528987.750000 Penalty: 3302.247559
	Iteration 55Q: 3 clusters Score -2528988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2528983.250000 Penalty: 3302.247559
	Iteration 56Q: 3 clusters Score -2528983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2528988.000000 Penalty: 3302.247559
	Iteration 57Q: 3 clusters Score -2528988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2528981.250000 Penalty: 3302.247559
	Iteration 58Q: 3 clusters Score -2528981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2528981.250000 Penalty: 3302.247559
	Iteration 59Q: 3 clusters Score -2528981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2528979.000000 Penalty: 3302.247559
	Iteration 60F: 3 clusters Score -2528979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2528981.250000 Penalty: 3302.247559
	Iteration 61Q: 3 clusters Score -2528981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2528985.500000 Penalty: 3302.247559
	Iteration 62Q: 3 clusters Score -2528986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2528987.500000 Penalty: 3302.247559
	Iteration 63Q: 3 clusters Score -2528988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2528984.750000 Penalty: 3302.247559
	Iteration 64Q: 3 clusters Score -2528985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2528980.500000 Penalty: 3302.247559
	Iteration 65Q: 3 clusters Score -2528980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2528985.250000 Penalty: 3302.247559
	Iteration 66Q: 3 clusters Score -2528985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2528980.500000 Penalty: 3302.247559
	Iteration 67Q: 3 clusters Score -2528980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2528981.000000 Penalty: 3302.247559
	Iteration 68Q: 3 clusters Score -2528981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2528985.000000 Penalty: 3302.247559
	Iteration 69Q: 3 clusters Score -2528985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2528980.250000 Penalty: 3302.247559
	Iteration 70Q: 3 clusters Score -2528980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2528986.500000 Penalty: 3302.247559
	Iteration 71Q: 3 clusters Score -2528986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2528993.250000 Penalty: 3302.247559
	Iteration 72Q: 3 clusters Score -2528993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2528996.250000 Penalty: 3302.247559
	Iteration 73Q: 3 clusters Score -2528996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2528997.750000 Penalty: 3302.247559
	Iteration 74Q: 3 clusters Score -2528998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2528999.250000 Penalty: 3302.247559
	Iteration 75Q: 3 clusters Score -2528999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2529002.500000 Penalty: 3302.247559
	Iteration 76Q: 3 clusters Score -2529002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2529000.750000 Penalty: 3302.247559
	Iteration 77Q: 3 clusters Score -2529001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2528999.250000 Penalty: 3302.247559
	Iteration 78Q: 3 clusters Score -2528999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2528998.250000 Penalty: 3302.247559
	Iteration 79Q: 3 clusters Score -2528998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2528995.750000 Penalty: 3302.247559
	Iteration 80F: 3 clusters Score -2528996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2528995.250000 Penalty: 3302.247559
	Iteration 81Q: 3 clusters Score -2528995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2528995.750000 Penalty: 3302.247559
	Iteration 82Q: 3 clusters Score -2528996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2528995.000000 Penalty: 3302.247559
	Iteration 83Q: 3 clusters Score -2528995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2528994.750000 Penalty: 3302.247559
	Iteration 84Q: 3 clusters Score -2528995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2528994.750000 Penalty: 3302.247559
	Iteration 85F: 3 clusters Score -2528995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Entering Unmasked Estep 
Score: -1418690.500000 Penalty: 1555.505371
	Iteration 0F: 2 clusters Score -1418690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1408679.625000 Penalty: 3111.010742
	Iteration 0F: 3 clusters Score -1408680 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1411943.000000 Penalty: 3111.010742
	Iteration 1F: 3 clusters Score -1411943 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1412217.250000 Penalty: 3111.010742
	Iteration 2F: 3 clusters Score -1412217 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1412453.375000 Penalty: 3111.010742
	Iteration 3Q: 3 clusters Score -1412453 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1412696.750000 Penalty: 3111.010742
	Iteration 4Q: 3 clusters Score -1412697 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1412966.875000 Penalty: 3111.010742
	Iteration 5Q: 3 clusters Score -1412967 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1413350.625000 Penalty: 3111.010742
	Iteration 6F: 3 clusters Score -1413351 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1413849.250000 Penalty: 3111.010742
	Iteration 7F: 3 clusters Score -1413849 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1414510.000000 Penalty: 3111.010742
	Iteration 8F: 3 clusters Score -1414510 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1415276.625000 Penalty: 3111.010742
	Iteration 9F: 3 clusters Score -1415277 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1415993.000000 Penalty: 3111.010742
	Iteration 10F: 3 clusters Score -1415993 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1416520.500000 Penalty: 3111.010742
	Iteration 11Q: 3 clusters Score -1416520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1416825.750000 Penalty: 3111.010742
	Iteration 12Q: 3 clusters Score -1416826 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1417009.250000 Penalty: 3111.010742
	Iteration 13Q: 3 clusters Score -1417009 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1417117.125000 Penalty: 3111.010742
	Iteration 14Q: 3 clusters Score -1417117 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1417186.125000 Penalty: 3111.010742
	Iteration 15Q: 3 clusters Score -1417186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1417225.750000 Penalty: 3111.010742
	Iteration 16Q: 3 clusters Score -1417226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1417249.875000 Penalty: 3111.010742
	Iteration 17Q: 3 clusters Score -1417250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1417261.750000 Penalty: 3111.010742
	Iteration 18Q: 3 clusters Score -1417262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1417269.750000 Penalty: 3111.010742
	Iteration 19Q: 3 clusters Score -1417270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1417279.250000 Penalty: 3111.010742
	Iteration 20F: 3 clusters Score -1417279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1417289.375000 Penalty: 3111.010742
	Iteration 21Q: 3 clusters Score -1417289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1417296.875000 Penalty: 3111.010742
	Iteration 22Q: 3 clusters Score -1417297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1417302.500000 Penalty: 3111.010742
	Iteration 23Q: 3 clusters Score -1417302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1417305.000000 Penalty: 3111.010742
	Iteration 24Q: 3 clusters Score -1417305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1417310.250000 Penalty: 3111.010742
	Iteration 25Q: 3 clusters Score -1417310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1417316.125000 Penalty: 3111.010742
	Iteration 26Q: 3 clusters Score -1417316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1417321.875000 Penalty: 3111.010742
	Iteration 27Q: 3 clusters Score -1417322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1417332.125000 Penalty: 3111.010742
	Iteration 28Q: 3 clusters Score -1417332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1417333.750000 Penalty: 3111.010742
	Iteration 29Q: 3 clusters Score -1417334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1417347.625000 Penalty: 3111.010742
	Iteration 30Q: 3 clusters Score -1417348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1417360.125000 Penalty: 3111.010742
	Iteration 31Q: 3 clusters Score -1417360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1417367.375000 Penalty: 3111.010742
	Iteration 32Q: 3 clusters Score -1417367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1417374.625000 Penalty: 3111.010742
	Iteration 33Q: 3 clusters Score -1417375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1417375.625000 Penalty: 3111.010742
	Iteration 34Q: 3 clusters Score -1417376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1417374.875000 Penalty: 3111.010742
	Iteration 35Q: 3 clusters Score -1417375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1417374.875000 Penalty: 3111.010742
	Iteration 36F: 3 clusters Score -1417375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Entering Unmasked Estep 
Score: -502747.843750 Penalty: 1394.277222
	Iteration 0F: 2 clusters Score -502747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -498594.125000 Penalty: 2788.554443
	Iteration 0F: 3 clusters Score -498594.1 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -499801.187500 Penalty: 2788.554443
	Iteration 1F: 3 clusters Score -499801.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -500014.750000 Penalty: 2788.554443
	Iteration 2F: 3 clusters Score -500014.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -500167.656250 Penalty: 2788.554443
	Iteration 3F: 3 clusters Score -500167.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -500263.656250 Penalty: 2788.554443
	Iteration 4Q: 3 clusters Score -500263.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -500341.062500 Penalty: 2788.554443
	Iteration 5Q: 3 clusters Score -500341.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -500411.343750 Penalty: 2788.554443
	Iteration 6Q: 3 clusters Score -500411.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -500474.812500 Penalty: 2788.554443
	Iteration 7Q: 3 clusters Score -500474.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -500538.562500 Penalty: 2788.554443
	Iteration 8Q: 3 clusters Score -500538.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -500608.093750 Penalty: 2788.554443
	Iteration 9Q: 3 clusters Score -500608.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -500664.093750 Penalty: 2788.554443
	Iteration 10Q: 3 clusters Score -500664.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -500728.437500 Penalty: 2788.554443
	Iteration 11Q: 3 clusters Score -500728.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -500797.500000 Penalty: 2788.554443
	Iteration 12Q: 3 clusters Score -500797.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -500876.281250 Penalty: 2788.554443
	Iteration 13Q: 3 clusters Score -500876.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -500981.531250 Penalty: 2788.554443
	Iteration 14Q: 3 clusters Score -500981.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -501075.312500 Penalty: 2788.554443
	Iteration 15Q: 3 clusters Score -501075.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -501173.218750 Penalty: 2788.554443
	Iteration 16Q: 3 clusters Score -501173.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -501249.312500 Penalty: 2788.554443
	Iteration 17Q: 3 clusters Score -501249.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -501332.906250 Penalty: 2788.554443
	Iteration 18Q: 3 clusters Score -501332.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -501408.187500 Penalty: 2788.554443
	Iteration 19Q: 3 clusters Score -501408.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -501469.375000 Penalty: 2788.554443
	Iteration 20F: 3 clusters Score -501469.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -501519.250000 Penalty: 2788.554443
	Iteration 21Q: 3 clusters Score -501519.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -501570.968750 Penalty: 2788.554443
	Iteration 22Q: 3 clusters Score -501571 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -501620.843750 Penalty: 2788.554443
	Iteration 23Q: 3 clusters Score -501620.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -501656.781250 Penalty: 2788.554443
	Iteration 24Q: 3 clusters Score -501656.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -501682.468750 Penalty: 2788.554443
	Iteration 25Q: 3 clusters Score -501682.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -501699.562500 Penalty: 2788.554443
	Iteration 26Q: 3 clusters Score -501699.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -501710.906250 Penalty: 2788.554443
	Iteration 27Q: 3 clusters Score -501710.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -501725.531250 Penalty: 2788.554443
	Iteration 28Q: 3 clusters Score -501725.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -501737.968750 Penalty: 2788.554443
	Iteration 29Q: 3 clusters Score -501738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -501749.343750 Penalty: 2788.554443
	Iteration 30Q: 3 clusters Score -501749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -501755.250000 Penalty: 2788.554443
	Iteration 31Q: 3 clusters Score -501755.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -501761.312500 Penalty: 2788.554443
	Iteration 32Q: 3 clusters Score -501761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -501763.250000 Penalty: 2788.554443
	Iteration 33Q: 3 clusters Score -501763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -501763.656250 Penalty: 2788.554443
	Iteration 34Q: 3 clusters Score -501763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -501765.375000 Penalty: 2788.554443
	Iteration 35Q: 3 clusters Score -501765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -501765.406250 Penalty: 2788.554443
	Iteration 36Q: 3 clusters Score -501765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -501765.406250 Penalty: 2788.554443
	Iteration 37F: 3 clusters Score -501765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Entering Unmasked Estep 
Score: -334668.406250 Penalty: 1318.966309
	Iteration 0F: 2 clusters Score -334668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -331741.250000 Penalty: 2637.932617
	Iteration 0F: 3 clusters Score -331741.2 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -332412.406250 Penalty: 2637.932617
	Iteration 1F: 3 clusters Score -332412.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -332525.000000 Penalty: 2637.932617
	Iteration 2F: 3 clusters Score -332525 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -332600.156250 Penalty: 2637.932617
	Iteration 3Q: 3 clusters Score -332600.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -332651.062500 Penalty: 2637.932617
	Iteration 4Q: 3 clusters Score -332651.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -332695.531250 Penalty: 2637.932617
	Iteration 5Q: 3 clusters Score -332695.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -332748.812500 Penalty: 2637.932617
	Iteration 6Q: 3 clusters Score -332748.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -332785.468750 Penalty: 2637.932617
	Iteration 7Q: 3 clusters Score -332785.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -332802.406250 Penalty: 2637.932617
	Iteration 8Q: 3 clusters Score -332802.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -332817.750000 Penalty: 2637.932617
	Iteration 9Q: 3 clusters Score -332817.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -332829.187500 Penalty: 2637.932617
	Iteration 10Q: 3 clusters Score -332829.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -332839.843750 Penalty: 2637.932617
	Iteration 11Q: 3 clusters Score -332839.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -332848.781250 Penalty: 2637.932617
	Iteration 12Q: 3 clusters Score -332848.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -332856.843750 Penalty: 2637.932617
	Iteration 13Q: 3 clusters Score -332856.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -332865.250000 Penalty: 2637.932617
	Iteration 14Q: 3 clusters Score -332865.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -332876.656250 Penalty: 2637.932617
	Iteration 15Q: 3 clusters Score -332876.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -332888.062500 Penalty: 2637.932617
	Iteration 16Q: 3 clusters Score -332888.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -332898.687500 Penalty: 2637.932617
	Iteration 17Q: 3 clusters Score -332898.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -332906.250000 Penalty: 2637.932617
	Iteration 18Q: 3 clusters Score -332906.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -332917.843750 Penalty: 2637.932617
	Iteration 19Q: 3 clusters Score -332917.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -332927.312500 Penalty: 2637.932617
	Iteration 20F: 3 clusters Score -332927.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -332933.187500 Penalty: 2637.932617
	Iteration 21Q: 3 clusters Score -332933.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -332940.656250 Penalty: 2637.932617
	Iteration 22Q: 3 clusters Score -332940.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -332950.406250 Penalty: 2637.932617
	Iteration 23Q: 3 clusters Score -332950.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -332957.718750 Penalty: 2637.932617
	Iteration 24Q: 3 clusters Score -332957.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -332963.500000 Penalty: 2637.932617
	Iteration 25Q: 3 clusters Score -332963.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -332968.781250 Penalty: 2637.932617
	Iteration 26Q: 3 clusters Score -332968.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -332972.312500 Penalty: 2637.932617
	Iteration 27Q: 3 clusters Score -332972.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -332975.718750 Penalty: 2637.932617
	Iteration 28Q: 3 clusters Score -332975.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -332979.906250 Penalty: 2637.932617
	Iteration 29Q: 3 clusters Score -332979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -332985.500000 Penalty: 2637.932617
	Iteration 30Q: 3 clusters Score -332985.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -332991.312500 Penalty: 2637.932617
	Iteration 31Q: 3 clusters Score -332991.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -332995.125000 Penalty: 2637.932617
	Iteration 32Q: 3 clusters Score -332995.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -332999.937500 Penalty: 2637.932617
	Iteration 33Q: 3 clusters Score -332999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -333004.468750 Penalty: 2637.932617
	Iteration 34Q: 3 clusters Score -333004.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -333009.218750 Penalty: 2637.932617
	Iteration 35Q: 3 clusters Score -333009.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -333015.000000 Penalty: 2637.932617
	Iteration 36Q: 3 clusters Score -333015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -333018.343750 Penalty: 2637.932617
	Iteration 37Q: 3 clusters Score -333018.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -333023.375000 Penalty: 2637.932617
	Iteration 38Q: 3 clusters Score -333023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -333027.937500 Penalty: 2637.932617
	Iteration 39Q: 3 clusters Score -333027.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -333032.781250 Penalty: 2637.932617
	Iteration 40F: 3 clusters Score -333032.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -333035.312500 Penalty: 2637.932617
	Iteration 41Q: 3 clusters Score -333035.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -333040.031250 Penalty: 2637.932617
	Iteration 42Q: 3 clusters Score -333040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -333046.343750 Penalty: 2637.932617
	Iteration 43Q: 3 clusters Score -333046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -333052.937500 Penalty: 2637.932617
	Iteration 44Q: 3 clusters Score -333052.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -333062.437500 Penalty: 2637.932617
	Iteration 45Q: 3 clusters Score -333062.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -333069.656250 Penalty: 2637.932617
	Iteration 46Q: 3 clusters Score -333069.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -333079.593750 Penalty: 2637.932617
	Iteration 47Q: 3 clusters Score -333079.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -333090.125000 Penalty: 2637.932617
	Iteration 48Q: 3 clusters Score -333090.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -333098.812500 Penalty: 2637.932617
	Iteration 49Q: 3 clusters Score -333098.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -333108.843750 Penalty: 2637.932617
	Iteration 50Q: 3 clusters Score -333108.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -333120.343750 Penalty: 2637.932617
	Iteration 51Q: 3 clusters Score -333120.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -333131.437500 Penalty: 2637.932617
	Iteration 52Q: 3 clusters Score -333131.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -333142.218750 Penalty: 2637.932617
	Iteration 53Q: 3 clusters Score -333142.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -333153.218750 Penalty: 2637.932617
	Iteration 54Q: 3 clusters Score -333153.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -333165.281250 Penalty: 2637.932617
	Iteration 55Q: 3 clusters Score -333165.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -333173.562500 Penalty: 2637.932617
	Iteration 56Q: 3 clusters Score -333173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -333178.000000 Penalty: 2637.932617
	Iteration 57Q: 3 clusters Score -333178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -333184.468750 Penalty: 2637.932617
	Iteration 58Q: 3 clusters Score -333184.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -333189.812500 Penalty: 2637.932617
	Iteration 59Q: 3 clusters Score -333189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -333195.468750 Penalty: 2637.932617
	Iteration 60F: 3 clusters Score -333195.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -333200.093750 Penalty: 2637.932617
	Iteration 61Q: 3 clusters Score -333200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -333203.875000 Penalty: 2637.932617
	Iteration 62Q: 3 clusters Score -333203.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -333208.343750 Penalty: 2637.932617
	Iteration 63Q: 3 clusters Score -333208.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -333215.750000 Penalty: 2637.932617
	Iteration 64Q: 3 clusters Score -333215.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -333221.687500 Penalty: 2637.932617
	Iteration 65Q: 3 clusters Score -333221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -333227.343750 Penalty: 2637.932617
	Iteration 66Q: 3 clusters Score -333227.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -333233.937500 Penalty: 2637.932617
	Iteration 67Q: 3 clusters Score -333233.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -333241.343750 Penalty: 2637.932617
	Iteration 68Q: 3 clusters Score -333241.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -333250.593750 Penalty: 2637.932617
	Iteration 69Q: 3 clusters Score -333250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -333259.562500 Penalty: 2637.932617
	Iteration 70Q: 3 clusters Score -333259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -333269.687500 Penalty: 2637.932617
	Iteration 71Q: 3 clusters Score -333269.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -333276.281250 Penalty: 2637.932617
	Iteration 72Q: 3 clusters Score -333276.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -333279.875000 Penalty: 2637.932617
	Iteration 73Q: 3 clusters Score -333279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -333281.000000 Penalty: 2637.932617
	Iteration 74Q: 3 clusters Score -333281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -333282.031250 Penalty: 2637.932617
	Iteration 75Q: 3 clusters Score -333282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -333284.312500 Penalty: 2637.932617
	Iteration 76Q: 3 clusters Score -333284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -333285.531250 Penalty: 2637.932617
	Iteration 77Q: 3 clusters Score -333285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -333286.437500 Penalty: 2637.932617
	Iteration 78Q: 3 clusters Score -333286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -333288.187500 Penalty: 2637.932617
	Iteration 79Q: 3 clusters Score -333288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -333289.375000 Penalty: 2637.932617
	Iteration 80F: 3 clusters Score -333289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -333289.937500 Penalty: 2637.932617
	Iteration 81Q: 3 clusters Score -333289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -333290.656250 Penalty: 2637.932617
	Iteration 82Q: 3 clusters Score -333290.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -333291.156250 Penalty: 2637.932617
	Iteration 83Q: 3 clusters Score -333291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -333291.687500 Penalty: 2637.932617
	Iteration 84Q: 3 clusters Score -333291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -333291.750000 Penalty: 2637.932617
	Iteration 85Q: 3 clusters Score -333291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -333293.875000 Penalty: 2637.932617
	Iteration 86Q: 3 clusters Score -333293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -333295.062500 Penalty: 2637.932617
	Iteration 87Q: 3 clusters Score -333295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -333295.781250 Penalty: 2637.932617
	Iteration 88Q: 3 clusters Score -333295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -333296.312500 Penalty: 2637.932617
	Iteration 89Q: 3 clusters Score -333296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -333296.281250 Penalty: 2637.932617
	Iteration 90Q: 3 clusters Score -333296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -333296.656250 Penalty: 2637.932617
	Iteration 91Q: 3 clusters Score -333296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -333296.656250 Penalty: 2637.932617
	Iteration 92F: 3 clusters Score -333296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Entering Unmasked Estep 
Score: -2055121.500000 Penalty: 1616.337158
	Iteration 0F: 2 clusters Score -2055122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2041056.250000 Penalty: 3232.674316
	Iteration 0F: 3 clusters Score -2041056 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2046053.750000 Penalty: 3232.674316
	Iteration 1F: 3 clusters Score -2046054 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2046328.125000 Penalty: 3232.674316
	Iteration 2Q: 3 clusters Score -2046328 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2046551.875000 Penalty: 3232.674316
	Iteration 3Q: 3 clusters Score -2046552 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2046745.750000 Penalty: 3232.674316
	Iteration 4Q: 3 clusters Score -2046746 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2046936.875000 Penalty: 3232.674316
	Iteration 5Q: 3 clusters Score -2046937 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2047185.000000 Penalty: 3232.674316
	Iteration 6Q: 3 clusters Score -2047185 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2047560.875000 Penalty: 3232.674316
	Iteration 7Q: 3 clusters Score -2047561 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2047994.375000 Penalty: 3232.674316
	Iteration 8Q: 3 clusters Score -2047994 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2048450.625000 Penalty: 3232.674316
	Iteration 9Q: 3 clusters Score -2048451 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2048960.375000 Penalty: 3232.674316
	Iteration 10Q: 3 clusters Score -2048960 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2049493.375000 Penalty: 3232.674316
	Iteration 11Q: 3 clusters Score -2049493 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2050018.125000 Penalty: 3232.674316
	Iteration 12Q: 3 clusters Score -2050018 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2050495.375000 Penalty: 3232.674316
	Iteration 13Q: 3 clusters Score -2050495 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2050869.875000 Penalty: 3232.674316
	Iteration 14Q: 3 clusters Score -2050870 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2051149.250000 Penalty: 3232.674316
	Iteration 15Q: 3 clusters Score -2051149 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2051375.125000 Penalty: 3232.674316
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2051696 nChanged 388
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Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2051850 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2052050 nChanged 446
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Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2052242 nChanged 435
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Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2052430 nChanged 412
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Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2052637 nChanged 425
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Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2052839 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2052998 nChanged 355
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Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2053135 nChanged 329
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2053257 nChanged 304
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Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2053344 nChanged 241
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Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2053414 nChanged 190
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Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2053454 nChanged 148
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Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2053479 nChanged 120
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Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2053506 nChanged 133
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Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2053526 nChanged 121
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Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2053553 nChanged 134
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Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2053574 nChanged 132
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Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2053606 nChanged 125
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Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2053635 nChanged 114
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Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2053645 nChanged 92
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Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2053664 nChanged 61
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Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2053664 nChanged 59
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Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2053670 nChanged 43
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Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2053676 nChanged 43
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Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2053677 nChanged 36
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Mstep: Class 1 contains 10135 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2053681 nChanged 29
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Mstep: Class 1 contains 10108 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2053685 nChanged 25
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2053684 nChanged 19
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Mstep: Class 1 contains 10066 members 
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	Iteration 47Q: 3 clusters Score -2053689 nChanged 25
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2053691 nChanged 24
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	Iteration 49Q: 3 clusters Score -2053690 nChanged 25
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Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2053697 nChanged 24
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Mstep: Class 1 contains 9978 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2053701 nChanged 15
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Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10920 members 
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	Iteration 52Q: 3 clusters Score -2053695 nChanged 15
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	Iteration 53Q: 3 clusters Score -2053699 nChanged 20
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Mstep: Class 1 contains 9928 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2053701 nChanged 24
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2053702 nChanged 25
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Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2053708 nChanged 24
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Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2053704 nChanged 30
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Mstep: Class 1 contains 9831 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2053707 nChanged 48
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Mstep: Class 1 contains 9785 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2053714 nChanged 53
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Mstep: Class 1 contains 9734 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2053717 nChanged 59
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Mstep: Class 1 contains 9675 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2053719 nChanged 53
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Mstep: Class 1 contains 9622 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2053727 nChanged 52
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Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2053729 nChanged 55
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Mstep: Class 1 contains 9519 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2053733 nChanged 42
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Mstep: Class 1 contains 9477 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2053748 nChanged 56
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2053758 nChanged 52
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Mstep: Class 1 contains 9373 members 
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	Iteration 67Q: 3 clusters Score -2053759 nChanged 59
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Mstep: Class 1 contains 9318 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2053765 nChanged 67
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Mstep: Class 1 contains 9255 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2053775 nChanged 72
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Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2053784 nChanged 75
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Mstep: Class 1 contains 9108 members 
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	Iteration 71Q: 3 clusters Score -2053797 nChanged 82
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Mstep: Class 1 contains 9028 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2053808 nChanged 82
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Mstep: Class 1 contains 8948 members 
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	Iteration 73Q: 3 clusters Score -2053815 nChanged 77
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Mstep: Class 1 contains 8871 members 
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	Iteration 74Q: 3 clusters Score -2053828 nChanged 88
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Mstep: Class 1 contains 8783 members 
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	Iteration 75Q: 3 clusters Score -2053843 nChanged 99
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	Iteration 76Q: 3 clusters Score -2053862 nChanged 112
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	Iteration 77Q: 3 clusters Score -2053883 nChanged 130
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Mstep: Class 1 contains 8444 members 
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	Iteration 78Q: 3 clusters Score -2053908 nChanged 146
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Mstep: Class 1 contains 8302 members 
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	Iteration 79Q: 3 clusters Score -2053943 nChanged 143
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Mstep: Class 1 contains 8161 members 
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	Iteration 80F: 3 clusters Score -2053977 nChanged 136
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Mstep: Class 1 contains 8027 members 
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	Iteration 81Q: 3 clusters Score -2054006 nChanged 140
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Mstep: Class 1 contains 7893 members 
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	Iteration 82Q: 3 clusters Score -2054034 nChanged 117
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Mstep: Class 1 contains 7776 members 
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	Iteration 83Q: 3 clusters Score -2054054 nChanged 115
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Mstep: Class 1 contains 7665 members 
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	Iteration 84Q: 3 clusters Score -2054078 nChanged 105
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Mstep: Class 1 contains 7560 members 
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	Iteration 85Q: 3 clusters Score -2054098 nChanged 110
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Mstep: Class 1 contains 7450 members 
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	Iteration 86Q: 3 clusters Score -2054119 nChanged 113
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Mstep: Class 1 contains 7337 members 
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	Iteration 87Q: 3 clusters Score -2054147 nChanged 105
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Mstep: Class 1 contains 7232 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2054162 nChanged 117
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Mstep: Class 1 contains 7117 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2054177 nChanged 102
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Mstep: Class 1 contains 7015 members 
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	Iteration 90Q: 3 clusters Score -2054195 nChanged 78
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Mstep: Class 1 contains 6937 members 
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	Iteration 91Q: 3 clusters Score -2054206 nChanged 75
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Mstep: Class 1 contains 6864 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2054216 nChanged 59
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Mstep: Class 1 contains 6805 members 
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	Iteration 93Q: 3 clusters Score -2054225 nChanged 54
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Mstep: Class 1 contains 6751 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2054237 nChanged 58
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Mstep: Class 1 contains 6693 members 
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	Iteration 95Q: 3 clusters Score -2054247 nChanged 64
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Mstep: Class 1 contains 6629 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2054259 nChanged 72
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Mstep: Class 1 contains 6559 members 
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	Iteration 97Q: 3 clusters Score -2054263 nChanged 59
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Mstep: Class 1 contains 6500 members 
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	Iteration 98Q: 3 clusters Score -2054269 nChanged 55
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Mstep: Class 1 contains 6445 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2054272 nChanged 63
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Mstep: Class 1 contains 6382 members 
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	Iteration 100F: 3 clusters Score -2054284 nChanged 59
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Mstep: Class 1 contains 6323 members 
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	Iteration 101Q: 3 clusters Score -2054288 nChanged 53
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Mstep: Class 1 contains 6272 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2054300 nChanged 36
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Mstep: Class 1 contains 6236 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2054309 nChanged 29
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Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2054304 nChanged 34
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Mstep: Class 1 contains 6173 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2054309 nChanged 36
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Mstep: Class 1 contains 6139 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2054312 nChanged 42
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Mstep: Class 1 contains 6097 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2054324 nChanged 41
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Mstep: Class 1 contains 6060 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2054323 nChanged 37
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Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2054328.375000 Penalty: 3232.674316
	Iteration 109Q: 3 clusters Score -2054328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2054337.000000 Penalty: 3232.674316
	Iteration 110Q: 3 clusters Score -2054337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2054338.250000 Penalty: 3232.674316
	Iteration 111Q: 3 clusters Score -2054338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2054346.125000 Penalty: 3232.674316
	Iteration 112Q: 3 clusters Score -2054346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2054353.375000 Penalty: 3232.674316
	Iteration 113Q: 3 clusters Score -2054353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2054355.750000 Penalty: 3232.674316
	Iteration 114Q: 3 clusters Score -2054356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2054355.500000 Penalty: 3232.674316
	Iteration 115Q: 3 clusters Score -2054356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2054353.250000 Penalty: 3232.674316
	Iteration 116Q: 3 clusters Score -2054353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2054351.250000 Penalty: 3232.674316
	Iteration 117Q: 3 clusters Score -2054351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2054352.500000 Penalty: 3232.674316
	Iteration 118Q: 3 clusters Score -2054352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2054352.000000 Penalty: 3232.674316
	Iteration 119Q: 3 clusters Score -2054352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2054353.000000 Penalty: 3232.674316
	Iteration 120F: 3 clusters Score -2054353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2054351.125000 Penalty: 3232.674316
	Iteration 121Q: 3 clusters Score -2054351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2054353.125000 Penalty: 3232.674316
	Iteration 122Q: 3 clusters Score -2054353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2054354.500000 Penalty: 3232.674316
	Iteration 123Q: 3 clusters Score -2054354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2054354.625000 Penalty: 3232.674316
	Iteration 124Q: 3 clusters Score -2054355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2054354.625000 Penalty: 3232.674316
	Iteration 125F: 3 clusters Score -2054355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Entering Unmasked Estep 
Score: -1941145.125000 Penalty: 1601.758057
	Iteration 0F: 2 clusters Score -1941145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1928041.500000 Penalty: 3203.516113
	Iteration 0F: 3 clusters Score -1928042 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1932852.750000 Penalty: 3203.516113
	Iteration 1F: 3 clusters Score -1932853 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1933135.750000 Penalty: 3203.516113
	Iteration 2Q: 3 clusters Score -1933136 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1933394.125000 Penalty: 3203.516113
	Iteration 3Q: 3 clusters Score -1933394 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1933627.000000 Penalty: 3203.516113
	Iteration 4Q: 3 clusters Score -1933627 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1933844.125000 Penalty: 3203.516113
	Iteration 5Q: 3 clusters Score -1933844 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1934090.750000 Penalty: 3203.516113
	Iteration 6Q: 3 clusters Score -1934091 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1934424.250000 Penalty: 3203.516113
	Iteration 7Q: 3 clusters Score -1934424 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1934844.875000 Penalty: 3203.516113
	Iteration 8Q: 3 clusters Score -1934845 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1935417.000000 Penalty: 3203.516113
	Iteration 9Q: 3 clusters Score -1935417 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1936039.125000 Penalty: 3203.516113
	Iteration 10Q: 3 clusters Score -1936039 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1936654.125000 Penalty: 3203.516113
	Iteration 11F: 3 clusters Score -1936654 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1937210.375000 Penalty: 3203.516113
	Iteration 12Q: 3 clusters Score -1937210 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1937646.750000 Penalty: 3203.516113
	Iteration 13Q: 3 clusters Score -1937647 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1937922.875000 Penalty: 3203.516113
	Iteration 14Q: 3 clusters Score -1937923 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1938069.000000 Penalty: 3203.516113
	Iteration 15Q: 3 clusters Score -1938069 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1938141.750000 Penalty: 3203.516113
	Iteration 16Q: 3 clusters Score -1938142 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1938178.375000 Penalty: 3203.516113
	Iteration 17Q: 3 clusters Score -1938178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1938196.250000 Penalty: 3203.516113
	Iteration 18Q: 3 clusters Score -1938196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1938207.500000 Penalty: 3203.516113
	Iteration 19Q: 3 clusters Score -1938208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1938221.125000 Penalty: 3203.516113
	Iteration 20F: 3 clusters Score -1938221 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1938230.000000 Penalty: 3203.516113
	Iteration 21Q: 3 clusters Score -1938230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1938242.500000 Penalty: 3203.516113
	Iteration 22Q: 3 clusters Score -1938242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1938254.000000 Penalty: 3203.516113
	Iteration 23Q: 3 clusters Score -1938254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1938261.875000 Penalty: 3203.516113
	Iteration 24Q: 3 clusters Score -1938262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1938264.625000 Penalty: 3203.516113
	Iteration 25Q: 3 clusters Score -1938265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1938265.625000 Penalty: 3203.516113
	Iteration 26Q: 3 clusters Score -1938266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1938275.500000 Penalty: 3203.516113
	Iteration 27Q: 3 clusters Score -1938276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1938281.375000 Penalty: 3203.516113
	Iteration 28Q: 3 clusters Score -1938281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1938292.625000 Penalty: 3203.516113
	Iteration 29Q: 3 clusters Score -1938293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1938285.750000 Penalty: 3203.516113
	Iteration 30Q: 3 clusters Score -1938286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1938289.625000 Penalty: 3203.516113
	Iteration 31Q: 3 clusters Score -1938290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1938291.625000 Penalty: 3203.516113
	Iteration 32Q: 3 clusters Score -1938292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1938297.000000 Penalty: 3203.516113
	Iteration 33Q: 3 clusters Score -1938297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1938302.625000 Penalty: 3203.516113
	Iteration 34Q: 3 clusters Score -1938303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1938307.625000 Penalty: 3203.516113
	Iteration 35Q: 3 clusters Score -1938308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1938313.625000 Penalty: 3203.516113
	Iteration 36Q: 3 clusters Score -1938314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1938318.375000 Penalty: 3203.516113
	Iteration 37Q: 3 clusters Score -1938318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1938326.750000 Penalty: 3203.516113
	Iteration 38Q: 3 clusters Score -1938327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1938334.125000 Penalty: 3203.516113
	Iteration 39Q: 3 clusters Score -1938334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1938337.250000 Penalty: 3203.516113
	Iteration 40F: 3 clusters Score -1938337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1938346.375000 Penalty: 3203.516113
	Iteration 41Q: 3 clusters Score -1938346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1938357.750000 Penalty: 3203.516113
	Iteration 42Q: 3 clusters Score -1938358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1938373.875000 Penalty: 3203.516113
	Iteration 43Q: 3 clusters Score -1938374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1938383.125000 Penalty: 3203.516113
	Iteration 44Q: 3 clusters Score -1938383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1938395.000000 Penalty: 3203.516113
	Iteration 45Q: 3 clusters Score -1938395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1938401.750000 Penalty: 3203.516113
	Iteration 46Q: 3 clusters Score -1938402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1938406.500000 Penalty: 3203.516113
	Iteration 47Q: 3 clusters Score -1938406 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1938428.750000 Penalty: 3203.516113
	Iteration 48Q: 3 clusters Score -1938429 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1938437.625000 Penalty: 3203.516113
	Iteration 49Q: 3 clusters Score -1938438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1938450.375000 Penalty: 3203.516113
	Iteration 50Q: 3 clusters Score -1938450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1938468.750000 Penalty: 3203.516113
	Iteration 51Q: 3 clusters Score -1938469 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1938493.750000 Penalty: 3203.516113
	Iteration 52Q: 3 clusters Score -1938494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1938508.125000 Penalty: 3203.516113
	Iteration 53Q: 3 clusters Score -1938508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1938514.125000 Penalty: 3203.516113
	Iteration 54Q: 3 clusters Score -1938514 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1938534.750000 Penalty: 3203.516113
	Iteration 55Q: 3 clusters Score -1938535 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1938548.750000 Penalty: 3203.516113
	Iteration 56Q: 3 clusters Score -1938549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1938565.625000 Penalty: 3203.516113
	Iteration 57Q: 3 clusters Score -1938566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1938583.750000 Penalty: 3203.516113
	Iteration 58Q: 3 clusters Score -1938584 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1938604.500000 Penalty: 3203.516113
	Iteration 59Q: 3 clusters Score -1938604 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1938633.375000 Penalty: 3203.516113
	Iteration 60F: 3 clusters Score -1938633 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1938661.875000 Penalty: 3203.516113
	Iteration 61Q: 3 clusters Score -1938662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1938677.375000 Penalty: 3203.516113
	Iteration 62Q: 3 clusters Score -1938677 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1938703.500000 Penalty: 3203.516113
	Iteration 63Q: 3 clusters Score -1938704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1938714.750000 Penalty: 3203.516113
	Iteration 64Q: 3 clusters Score -1938715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1938728.750000 Penalty: 3203.516113
	Iteration 65Q: 3 clusters Score -1938729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1938750.875000 Penalty: 3203.516113
	Iteration 66Q: 3 clusters Score -1938751 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1938771.750000 Penalty: 3203.516113
	Iteration 67Q: 3 clusters Score -1938772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1938788.375000 Penalty: 3203.516113
	Iteration 68Q: 3 clusters Score -1938788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1938808.125000 Penalty: 3203.516113
	Iteration 69Q: 3 clusters Score -1938808 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1938827.125000 Penalty: 3203.516113
	Iteration 70Q: 3 clusters Score -1938827 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1938839.625000 Penalty: 3203.516113
	Iteration 71Q: 3 clusters Score -1938840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1938865.375000 Penalty: 3203.516113
	Iteration 72Q: 3 clusters Score -1938865 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1938878.375000 Penalty: 3203.516113
	Iteration 73Q: 3 clusters Score -1938878 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1938893.375000 Penalty: 3203.516113
	Iteration 74Q: 3 clusters Score -1938893 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1938914.500000 Penalty: 3203.516113
	Iteration 75Q: 3 clusters Score -1938914 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1938924.875000 Penalty: 3203.516113
	Iteration 76Q: 3 clusters Score -1938925 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1938949.000000 Penalty: 3203.516113
	Iteration 77Q: 3 clusters Score -1938949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1938965.375000 Penalty: 3203.516113
	Iteration 78Q: 3 clusters Score -1938965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1938986.250000 Penalty: 3203.516113
	Iteration 79Q: 3 clusters Score -1938986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1938996.875000 Penalty: 3203.516113
	Iteration 80F: 3 clusters Score -1938997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1939009.625000 Penalty: 3203.516113
	Iteration 81Q: 3 clusters Score -1939010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1939020.500000 Penalty: 3203.516113
	Iteration 82Q: 3 clusters Score -1939020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1939030.875000 Penalty: 3203.516113
	Iteration 83Q: 3 clusters Score -1939031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1939036.000000 Penalty: 3203.516113
	Iteration 84Q: 3 clusters Score -1939036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1939047.875000 Penalty: 3203.516113
	Iteration 85Q: 3 clusters Score -1939048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1939052.250000 Penalty: 3203.516113
	Iteration 86Q: 3 clusters Score -1939052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1939065.375000 Penalty: 3203.516113
	Iteration 87Q: 3 clusters Score -1939065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1939061.375000 Penalty: 3203.516113
	Iteration 88Q: 3 clusters Score -1939061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1939062.500000 Penalty: 3203.516113
	Iteration 89Q: 3 clusters Score -1939062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1939066.000000 Penalty: 3203.516113
	Iteration 90Q: 3 clusters Score -1939066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1939071.875000 Penalty: 3203.516113
	Iteration 91Q: 3 clusters Score -1939072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1939077.875000 Penalty: 3203.516113
	Iteration 92Q: 3 clusters Score -1939078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1939079.875000 Penalty: 3203.516113
	Iteration 93Q: 3 clusters Score -1939080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1939084.000000 Penalty: 3203.516113
	Iteration 94Q: 3 clusters Score -1939084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1939090.000000 Penalty: 3203.516113
	Iteration 95Q: 3 clusters Score -1939090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1939095.875000 Penalty: 3203.516113
	Iteration 96Q: 3 clusters Score -1939096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1939107.250000 Penalty: 3203.516113
	Iteration 97Q: 3 clusters Score -1939107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1939106.750000 Penalty: 3203.516113
	Iteration 98Q: 3 clusters Score -1939107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1939110.875000 Penalty: 3203.516113
	Iteration 99Q: 3 clusters Score -1939111 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1939117.250000 Penalty: 3203.516113
	Iteration 100F: 3 clusters Score -1939117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1939131.250000 Penalty: 3203.516113
	Iteration 101Q: 3 clusters Score -1939131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1939142.875000 Penalty: 3203.516113
	Iteration 102Q: 3 clusters Score -1939143 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1939148.875000 Penalty: 3203.516113
	Iteration 103Q: 3 clusters Score -1939149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1939153.750000 Penalty: 3203.516113
	Iteration 104Q: 3 clusters Score -1939154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1939173.875000 Penalty: 3203.516113
	Iteration 105Q: 3 clusters Score -1939174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1939170.250000 Penalty: 3203.516113
	Iteration 106Q: 3 clusters Score -1939170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1939179.875000 Penalty: 3203.516113
	Iteration 107Q: 3 clusters Score -1939180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1939185.000000 Penalty: 3203.516113
	Iteration 108Q: 3 clusters Score -1939185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1939190.625000 Penalty: 3203.516113
	Iteration 109Q: 3 clusters Score -1939191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1939191.125000 Penalty: 3203.516113
	Iteration 110Q: 3 clusters Score -1939191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -1939201.000000 Penalty: 3203.516113
	Iteration 111Q: 3 clusters Score -1939201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1939207.375000 Penalty: 3203.516113
	Iteration 112Q: 3 clusters Score -1939207 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1939208.750000 Penalty: 3203.516113
	Iteration 113Q: 3 clusters Score -1939209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1939215.125000 Penalty: 3203.516113
	Iteration 114Q: 3 clusters Score -1939215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1939229.125000 Penalty: 3203.516113
	Iteration 115Q: 3 clusters Score -1939229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1939247.125000 Penalty: 3203.516113
	Iteration 116Q: 3 clusters Score -1939247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1939243.375000 Penalty: 3203.516113
	Iteration 117Q: 3 clusters Score -1939243 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1939254.500000 Penalty: 3203.516113
	Iteration 118Q: 3 clusters Score -1939254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -1939260.250000 Penalty: 3203.516113
	Iteration 119Q: 3 clusters Score -1939260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -1939270.625000 Penalty: 3203.516113
	Iteration 120F: 3 clusters Score -1939271 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1939277.000000 Penalty: 3203.516113
	Iteration 121Q: 3 clusters Score -1939277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1939285.625000 Penalty: 3203.516113
	Iteration 122Q: 3 clusters Score -1939286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1939293.000000 Penalty: 3203.516113
	Iteration 123Q: 3 clusters Score -1939293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1939300.250000 Penalty: 3203.516113
	Iteration 124Q: 3 clusters Score -1939300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1939306.750000 Penalty: 3203.516113
	Iteration 125Q: 3 clusters Score -1939307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1939314.750000 Penalty: 3203.516113
	Iteration 126Q: 3 clusters Score -1939315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1939317.250000 Penalty: 3203.516113
	Iteration 127Q: 3 clusters Score -1939317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1939324.375000 Penalty: 3203.516113
	Iteration 128Q: 3 clusters Score -1939324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1939325.875000 Penalty: 3203.516113
	Iteration 129Q: 3 clusters Score -1939326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1939337.250000 Penalty: 3203.516113
	Iteration 130Q: 3 clusters Score -1939337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1939343.125000 Penalty: 3203.516113
	Iteration 131Q: 3 clusters Score -1939343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1939349.125000 Penalty: 3203.516113
	Iteration 132Q: 3 clusters Score -1939349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1939359.875000 Penalty: 3203.516113
	Iteration 133Q: 3 clusters Score -1939360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1939368.500000 Penalty: 3203.516113
	Iteration 134Q: 3 clusters Score -1939368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1939380.125000 Penalty: 3203.516113
	Iteration 135Q: 3 clusters Score -1939380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -1939380.375000 Penalty: 3203.516113
	Iteration 136Q: 3 clusters Score -1939380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1939391.875000 Penalty: 3203.516113
	Iteration 137Q: 3 clusters Score -1939392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1939398.125000 Penalty: 3203.516113
	Iteration 138Q: 3 clusters Score -1939398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1939403.250000 Penalty: 3203.516113
	Iteration 139Q: 3 clusters Score -1939403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1939413.125000 Penalty: 3203.516113
	Iteration 140F: 3 clusters Score -1939413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1939417.875000 Penalty: 3203.516113
	Iteration 141Q: 3 clusters Score -1939418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1939422.250000 Penalty: 3203.516113
	Iteration 142Q: 3 clusters Score -1939422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1939428.250000 Penalty: 3203.516113
	Iteration 143Q: 3 clusters Score -1939428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1939436.125000 Penalty: 3203.516113
	Iteration 144Q: 3 clusters Score -1939436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1939440.250000 Penalty: 3203.516113
	Iteration 145Q: 3 clusters Score -1939440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -1939445.625000 Penalty: 3203.516113
	Iteration 146Q: 3 clusters Score -1939446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1939453.125000 Penalty: 3203.516113
	Iteration 147Q: 3 clusters Score -1939453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -1939449.750000 Penalty: 3203.516113
	Iteration 148Q: 3 clusters Score -1939450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1939451.500000 Penalty: 3203.516113
	Iteration 149Q: 3 clusters Score -1939452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1939453.250000 Penalty: 3203.516113
	Iteration 150Q: 3 clusters Score -1939453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1939452.500000 Penalty: 3203.516113
	Iteration 151Q: 3 clusters Score -1939452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -1939449.750000 Penalty: 3203.516113
	Iteration 152Q: 3 clusters Score -1939450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1939450.375000 Penalty: 3203.516113
	Iteration 153Q: 3 clusters Score -1939450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1939449.750000 Penalty: 3203.516113
	Iteration 154Q: 3 clusters Score -1939450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1939451.625000 Penalty: 3203.516113
	Iteration 155Q: 3 clusters Score -1939452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1939451.500000 Penalty: 3203.516113
	Iteration 156Q: 3 clusters Score -1939452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1939452.500000 Penalty: 3203.516113
	Iteration 157Q: 3 clusters Score -1939452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1939455.375000 Penalty: 3203.516113
	Iteration 158Q: 3 clusters Score -1939455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1939456.875000 Penalty: 3203.516113
	Iteration 159Q: 3 clusters Score -1939457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -1939457.500000 Penalty: 3203.516113
	Iteration 160F: 3 clusters Score -1939458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1939462.375000 Penalty: 3203.516113
	Iteration 161Q: 3 clusters Score -1939462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1939464.750000 Penalty: 3203.516113
	Iteration 162Q: 3 clusters Score -1939465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1939464.000000 Penalty: 3203.516113
	Iteration 163Q: 3 clusters Score -1939464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1939463.750000 Penalty: 3203.516113
	Iteration 164Q: 3 clusters Score -1939464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1939465.500000 Penalty: 3203.516113
	Iteration 165Q: 3 clusters Score -1939466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1939468.375000 Penalty: 3203.516113
	Iteration 166Q: 3 clusters Score -1939468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1939466.625000 Penalty: 3203.516113
	Iteration 167Q: 3 clusters Score -1939467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1939468.000000 Penalty: 3203.516113
	Iteration 168Q: 3 clusters Score -1939468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1939471.000000 Penalty: 3203.516113
	Iteration 169Q: 3 clusters Score -1939471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1939470.000000 Penalty: 3203.516113
	Iteration 170Q: 3 clusters Score -1939470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -1939468.250000 Penalty: 3203.516113
	Iteration 171Q: 3 clusters Score -1939468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1939469.625000 Penalty: 3203.516113
	Iteration 172Q: 3 clusters Score -1939470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1939470.250000 Penalty: 3203.516113
	Iteration 173Q: 3 clusters Score -1939470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1939471.625000 Penalty: 3203.516113
	Iteration 174Q: 3 clusters Score -1939472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1939467.875000 Penalty: 3203.516113
	Iteration 175Q: 3 clusters Score -1939468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1939470.125000 Penalty: 3203.516113
	Iteration 176Q: 3 clusters Score -1939470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1939467.875000 Penalty: 3203.516113
	Iteration 177Q: 3 clusters Score -1939468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1939468.500000 Penalty: 3203.516113
	Iteration 178Q: 3 clusters Score -1939468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1939468.500000 Penalty: 3203.516113
	Iteration 179F: 3 clusters Score -1939468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (127261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Entering Unmasked Estep 
Score: -12608812.000000 Penalty: 1910.024170
	Iteration 0F: 2 clusters Score -1.260881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -12525257.000000 Penalty: 3820.048340
	Iteration 0F: 3 clusters Score -1.252526e+07 nChanged 61046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -12561611.000000 Penalty: 3820.048340
	Iteration 1F: 3 clusters Score -1.256161e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -12562995.000000 Penalty: 3820.048340
	Iteration 2Q: 3 clusters Score -1.2563e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -12565003.000000 Penalty: 3820.048340
	Iteration 3Q: 3 clusters Score -1.2565e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -12568088.000000 Penalty: 3820.048340
	Iteration 4F: 3 clusters Score -1.256809e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -12572377.000000 Penalty: 3820.048340
	Iteration 5F: 3 clusters Score -1.257238e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -12577934.000000 Penalty: 3820.048340
	Iteration 6F: 3 clusters Score -1.257793e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 97963 members 
Entering Unmasked Estep 
Score: -12583940.000000 Penalty: 3820.048340
	Iteration 7F: 3 clusters Score -1.258394e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 105660 members 
Entering Unmasked Estep 
Score: -12589831.000000 Penalty: 3820.048340
	Iteration 8F: 3 clusters Score -1.258983e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 112638 members 
Entering Unmasked Estep 
Score: -12595111.000000 Penalty: 3820.048340
	Iteration 9F: 3 clusters Score -1.259511e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 118237 members 
Entering Unmasked Estep 
Score: -12599533.000000 Penalty: 3820.048340
	Iteration 10Q: 3 clusters Score -1.259953e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 122310 members 
Entering Unmasked Estep 
Score: -12602992.000000 Penalty: 3820.048340
	Iteration 11Q: 3 clusters Score -1.260299e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -12605297.000000 Penalty: 3820.048340
	Iteration 12Q: 3 clusters Score -1.26053e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 126140 members 
Entering Unmasked Estep 
Score: -12606366.000000 Penalty: 3820.048340
	Iteration 13Q: 3 clusters Score -1.260637e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 126677 members 
Entering Unmasked Estep 
Score: -12606833.000000 Penalty: 3820.048340
	Iteration 14Q: 3 clusters Score -1.260683e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -12606986.000000 Penalty: 3820.048340
	Iteration 15Q: 3 clusters Score -1.260699e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -12607133.000000 Penalty: 3820.048340
	Iteration 16Q: 3 clusters Score -1.260713e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -12607178.000000 Penalty: 3820.048340
	Iteration 17Q: 3 clusters Score -1.260718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 126996 members 
Entering Unmasked Estep 
Score: -12607216.000000 Penalty: 3820.048340
	Iteration 18Q: 3 clusters Score -1.260722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127006 members 
Entering Unmasked Estep 
Score: -12607238.000000 Penalty: 3820.048340
	Iteration 19Q: 3 clusters Score -1.260724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -12607251.000000 Penalty: 3820.048340
	Iteration 20F: 3 clusters Score -1.260725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 127025 members 
Entering Unmasked Estep 
Score: -12607260.000000 Penalty: 3820.048340
	Iteration 21Q: 3 clusters Score -1.260726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 127028 members 
Entering Unmasked Estep 
Score: -12607263.000000 Penalty: 3820.048340
	Iteration 22Q: 3 clusters Score -1.260726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 127030 members 
Entering Unmasked Estep 
Score: -12607262.000000 Penalty: 3820.048340
	Iteration 23Q: 3 clusters Score -1.260726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 127033 members 
Entering Unmasked Estep 
Score: -12607272.000000 Penalty: 3820.048340
	Iteration 24Q: 3 clusters Score -1.260727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -12607272.000000 Penalty: 3820.048340
	Iteration 25Q: 3 clusters Score -1.260727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -12607272.000000 Penalty: 3820.048340
	Iteration 26F: 3 clusters Score -1.260727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -236207.828125 Penalty: 1266.390869
	Iteration 0F: 2 clusters Score -236207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -233861.421875 Penalty: 2532.781738
	Iteration 0F: 3 clusters Score -233861.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -234381.203125 Penalty: 2532.781738
	Iteration 1F: 3 clusters Score -234381.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -234488.218750 Penalty: 2532.781738
	Iteration 2F: 3 clusters Score -234488.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -234556.593750 Penalty: 2532.781738
	Iteration 3Q: 3 clusters Score -234556.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -234588.515625 Penalty: 2532.781738
	Iteration 4Q: 3 clusters Score -234588.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -234618.828125 Penalty: 2532.781738
	Iteration 5Q: 3 clusters Score -234618.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -234640.234375 Penalty: 2532.781738
	Iteration 6Q: 3 clusters Score -234640.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -234660.046875 Penalty: 2532.781738
	Iteration 7Q: 3 clusters Score -234660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -234674.531250 Penalty: 2532.781738
	Iteration 8Q: 3 clusters Score -234674.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234687.656250 Penalty: 2532.781738
	Iteration 9Q: 3 clusters Score -234687.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -234695.875000 Penalty: 2532.781738
	Iteration 10Q: 3 clusters Score -234695.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -234700.359375 Penalty: 2532.781738
	Iteration 11Q: 3 clusters Score -234700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234704.296875 Penalty: 2532.781738
	Iteration 12Q: 3 clusters Score -234704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -234707.828125 Penalty: 2532.781738
	Iteration 13Q: 3 clusters Score -234707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -234712.406250 Penalty: 2532.781738
	Iteration 14Q: 3 clusters Score -234712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -234716.375000 Penalty: 2532.781738
	Iteration 15Q: 3 clusters Score -234716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -234717.953125 Penalty: 2532.781738
	Iteration 16Q: 3 clusters Score -234718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234719.093750 Penalty: 2532.781738
	Iteration 17Q: 3 clusters Score -234719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -234720.750000 Penalty: 2532.781738
	Iteration 18Q: 3 clusters Score -234720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -234722.406250 Penalty: 2532.781738
	Iteration 19Q: 3 clusters Score -234722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234724.921875 Penalty: 2532.781738
	Iteration 20F: 3 clusters Score -234724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -234728.046875 Penalty: 2532.781738
	Iteration 21Q: 3 clusters Score -234728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -234730.000000 Penalty: 2532.781738
	Iteration 22Q: 3 clusters Score -234730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234731.140625 Penalty: 2532.781738
	Iteration 23Q: 3 clusters Score -234731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -234732.906250 Penalty: 2532.781738
	Iteration 24Q: 3 clusters Score -234732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -234734.531250 Penalty: 2532.781738
	Iteration 25Q: 3 clusters Score -234734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234736.625000 Penalty: 2532.781738
	Iteration 26Q: 3 clusters Score -234736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -234739.453125 Penalty: 2532.781738
	Iteration 27Q: 3 clusters Score -234739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -234741.156250 Penalty: 2532.781738
	Iteration 28Q: 3 clusters Score -234741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -234743.406250 Penalty: 2532.781738
	Iteration 29Q: 3 clusters Score -234743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234746.015625 Penalty: 2532.781738
	Iteration 30Q: 3 clusters Score -234746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234746.984375 Penalty: 2532.781738
	Iteration 31Q: 3 clusters Score -234747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -234748.109375 Penalty: 2532.781738
	Iteration 32Q: 3 clusters Score -234748.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -234750.140625 Penalty: 2532.781738
	Iteration 33Q: 3 clusters Score -234750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -234752.515625 Penalty: 2532.781738
	Iteration 34Q: 3 clusters Score -234752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234754.640625 Penalty: 2532.781738
	Iteration 35Q: 3 clusters Score -234754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -234756.671875 Penalty: 2532.781738
	Iteration 36Q: 3 clusters Score -234756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -234759.093750 Penalty: 2532.781738
	Iteration 37Q: 3 clusters Score -234759.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -234762.765625 Penalty: 2532.781738
	Iteration 38Q: 3 clusters Score -234762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -234765.953125 Penalty: 2532.781738
	Iteration 39Q: 3 clusters Score -234766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -234767.953125 Penalty: 2532.781738
	Iteration 40F: 3 clusters Score -234768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -234770.234375 Penalty: 2532.781738
	Iteration 41Q: 3 clusters Score -234770.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -234773.296875 Penalty: 2532.781738
	Iteration 42Q: 3 clusters Score -234773.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -234777.531250 Penalty: 2532.781738
	Iteration 43Q: 3 clusters Score -234777.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -234781.546875 Penalty: 2532.781738
	Iteration 44Q: 3 clusters Score -234781.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -234787.343750 Penalty: 2532.781738
	Iteration 45Q: 3 clusters Score -234787.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -234794.328125 Penalty: 2532.781738
	Iteration 46Q: 3 clusters Score -234794.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -234799.640625 Penalty: 2532.781738
	Iteration 47Q: 3 clusters Score -234799.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -234805.718750 Penalty: 2532.781738
	Iteration 48Q: 3 clusters Score -234805.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234814.468750 Penalty: 2532.781738
	Iteration 49Q: 3 clusters Score -234814.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -234819.609375 Penalty: 2532.781738
	Iteration 50Q: 3 clusters Score -234819.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -234826.593750 Penalty: 2532.781738
	Iteration 51Q: 3 clusters Score -234826.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -234832.968750 Penalty: 2532.781738
	Iteration 52Q: 3 clusters Score -234833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -234837.562500 Penalty: 2532.781738
	Iteration 53Q: 3 clusters Score -234837.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -234841.343750 Penalty: 2532.781738
	Iteration 54Q: 3 clusters Score -234841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -234844.375000 Penalty: 2532.781738
	Iteration 55Q: 3 clusters Score -234844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234845.859375 Penalty: 2532.781738
	Iteration 56Q: 3 clusters Score -234845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234849.218750 Penalty: 2532.781738
	Iteration 57Q: 3 clusters Score -234849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234851.500000 Penalty: 2532.781738
	Iteration 58Q: 3 clusters Score -234851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -234853.390625 Penalty: 2532.781738
	Iteration 59Q: 3 clusters Score -234853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -234854.046875 Penalty: 2532.781738
	Iteration 60F: 3 clusters Score -234854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -234854.531250 Penalty: 2532.781738
	Iteration 61Q: 3 clusters Score -234854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -234855.640625 Penalty: 2532.781738
	Iteration 62Q: 3 clusters Score -234855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -234857.421875 Penalty: 2532.781738
	Iteration 63Q: 3 clusters Score -234857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234861.890625 Penalty: 2532.781738
	Iteration 64Q: 3 clusters Score -234861.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -234863.718750 Penalty: 2532.781738
	Iteration 65Q: 3 clusters Score -234863.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -234868.359375 Penalty: 2532.781738
	Iteration 66Q: 3 clusters Score -234868.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -234874.437500 Penalty: 2532.781738
	Iteration 67Q: 3 clusters Score -234874.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -234881.015625 Penalty: 2532.781738
	Iteration 68Q: 3 clusters Score -234881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -234891.609375 Penalty: 2532.781738
	Iteration 69Q: 3 clusters Score -234891.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -234908.406250 Penalty: 2532.781738
	Iteration 70Q: 3 clusters Score -234908.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -234927.937500 Penalty: 2532.781738
	Iteration 71Q: 3 clusters Score -234927.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -234950.796875 Penalty: 2532.781738
	Iteration 72Q: 3 clusters Score -234950.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -234971.250000 Penalty: 2532.781738
	Iteration 73Q: 3 clusters Score -234971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -234986.640625 Penalty: 2532.781738
	Iteration 74Q: 3 clusters Score -234986.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -234999.703125 Penalty: 2532.781738
	Iteration 75Q: 3 clusters Score -234999.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -235013.437500 Penalty: 2532.781738
	Iteration 76Q: 3 clusters Score -235013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -235024.484375 Penalty: 2532.781738
	Iteration 77Q: 3 clusters Score -235024.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -235031.406250 Penalty: 2532.781738
	Iteration 78Q: 3 clusters Score -235031.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -235035.984375 Penalty: 2532.781738
	Iteration 79Q: 3 clusters Score -235036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -235042.093750 Penalty: 2532.781738
	Iteration 80F: 3 clusters Score -235042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -235056.390625 Penalty: 2532.781738
	Iteration 81Q: 3 clusters Score -235056.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -235068.406250 Penalty: 2532.781738
	Iteration 82Q: 3 clusters Score -235068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -235082.343750 Penalty: 2532.781738
	Iteration 83Q: 3 clusters Score -235082.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -235093.312500 Penalty: 2532.781738
	Iteration 84Q: 3 clusters Score -235093.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -235102.171875 Penalty: 2532.781738
	Iteration 85Q: 3 clusters Score -235102.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -235113.406250 Penalty: 2532.781738
	Iteration 86Q: 3 clusters Score -235113.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -235128.515625 Penalty: 2532.781738
	Iteration 87Q: 3 clusters Score -235128.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -235136.609375 Penalty: 2532.781738
	Iteration 88Q: 3 clusters Score -235136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -235141.921875 Penalty: 2532.781738
	Iteration 89Q: 3 clusters Score -235141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -235145.187500 Penalty: 2532.781738
	Iteration 90Q: 3 clusters Score -235145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -235147.578125 Penalty: 2532.781738
	Iteration 91Q: 3 clusters Score -235147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -235150.828125 Penalty: 2532.781738
	Iteration 92Q: 3 clusters Score -235150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -235153.375000 Penalty: 2532.781738
	Iteration 93Q: 3 clusters Score -235153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -235156.453125 Penalty: 2532.781738
	Iteration 94Q: 3 clusters Score -235156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -235156.984375 Penalty: 2532.781738
	Iteration 95Q: 3 clusters Score -235157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -235156.984375 Penalty: 2532.781738
	Iteration 96F: 3 clusters Score -235157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -462298.625000 Penalty: 1387.611938
	Iteration 0F: 2 clusters Score -462298.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -458211.562500 Penalty: 2775.223877
	Iteration 0F: 3 clusters Score -458211.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -459395.531250 Penalty: 2775.223877
	Iteration 1F: 3 clusters Score -459395.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -459662.437500 Penalty: 2775.223877
	Iteration 2F: 3 clusters Score -459662.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -459939.281250 Penalty: 2775.223877
	Iteration 3F: 3 clusters Score -459939.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -460309.906250 Penalty: 2775.223877
	Iteration 4F: 3 clusters Score -460309.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -460621.750000 Penalty: 2775.223877
	Iteration 5F: 3 clusters Score -460621.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -460893.593750 Penalty: 2775.223877
	Iteration 6F: 3 clusters Score -460893.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -461182.718750 Penalty: 2775.223877
	Iteration 7Q: 3 clusters Score -461182.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -461387.218750 Penalty: 2775.223877
	Iteration 8Q: 3 clusters Score -461387.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -461521.656250 Penalty: 2775.223877
	Iteration 9Q: 3 clusters Score -461521.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -461618.968750 Penalty: 2775.223877
	Iteration 10Q: 3 clusters Score -461619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -461709.531250 Penalty: 2775.223877
	Iteration 11Q: 3 clusters Score -461709.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -461787.093750 Penalty: 2775.223877
	Iteration 12Q: 3 clusters Score -461787.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -461852.812500 Penalty: 2775.223877
	Iteration 13Q: 3 clusters Score -461852.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -461911.718750 Penalty: 2775.223877
	Iteration 14Q: 3 clusters Score -461911.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -461965.812500 Penalty: 2775.223877
	Iteration 15Q: 3 clusters Score -461965.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -462018.968750 Penalty: 2775.223877
	Iteration 16Q: 3 clusters Score -462019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -462066.093750 Penalty: 2775.223877
	Iteration 17Q: 3 clusters Score -462066.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -462109.343750 Penalty: 2775.223877
	Iteration 18Q: 3 clusters Score -462109.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -462151.125000 Penalty: 2775.223877
	Iteration 19Q: 3 clusters Score -462151.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -462198.593750 Penalty: 2775.223877
	Iteration 20F: 3 clusters Score -462198.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -462262.406250 Penalty: 2775.223877
	Iteration 21Q: 3 clusters Score -462262.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -462316.281250 Penalty: 2775.223877
	Iteration 22Q: 3 clusters Score -462316.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -462365.031250 Penalty: 2775.223877
	Iteration 23Q: 3 clusters Score -462365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -462407.781250 Penalty: 2775.223877
	Iteration 24Q: 3 clusters Score -462407.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -462447.500000 Penalty: 2775.223877
	Iteration 25Q: 3 clusters Score -462447.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -462488.562500 Penalty: 2775.223877
	Iteration 26Q: 3 clusters Score -462488.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -462532.093750 Penalty: 2775.223877
	Iteration 27Q: 3 clusters Score -462532.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -462572.406250 Penalty: 2775.223877
	Iteration 28Q: 3 clusters Score -462572.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -462610.812500 Penalty: 2775.223877
	Iteration 29Q: 3 clusters Score -462610.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -462634.156250 Penalty: 2775.223877
	Iteration 30Q: 3 clusters Score -462634.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -462645.625000 Penalty: 2775.223877
	Iteration 31Q: 3 clusters Score -462645.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -462649.375000 Penalty: 2775.223877
	Iteration 32Q: 3 clusters Score -462649.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -462653.281250 Penalty: 2775.223877
	Iteration 33Q: 3 clusters Score -462653.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -462656.593750 Penalty: 2775.223877
	Iteration 34Q: 3 clusters Score -462656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -462660.500000 Penalty: 2775.223877
	Iteration 35Q: 3 clusters Score -462660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -462662.437500 Penalty: 2775.223877
	Iteration 36Q: 3 clusters Score -462662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -462663.875000 Penalty: 2775.223877
	Iteration 37Q: 3 clusters Score -462663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -462664.812500 Penalty: 2775.223877
	Iteration 38Q: 3 clusters Score -462664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -462664.718750 Penalty: 2775.223877
	Iteration 39Q: 3 clusters Score -462664.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -462664.718750 Penalty: 2775.223877
	Iteration 40F: 3 clusters Score -462664.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 107458 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 19091 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 13402 members 
Mstep: Class 16 contains 10392 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 62734 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4720 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 28038 members 
Mstep: Class 25 contains 1642 members 
Entering Unmasked Estep 
Score: -52406132.000000 Penalty: 53662.054688
Splitting cluster 11 changes total score from -52406740.000000 to -52406132.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (15467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Entering Unmasked Estep 
Score: -1515825.375000 Penalty: 1567.550415
	Iteration 0F: 2 clusters Score -1515825 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 7678 members 
Entering Unmasked Estep 
Score: -1505087.125000 Penalty: 3135.100830
	Iteration 0F: 3 clusters Score -1505087 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1508852.750000 Penalty: 3135.100830
	Iteration 1F: 3 clusters Score -1508853 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1509251.375000 Penalty: 3135.100830
	Iteration 2F: 3 clusters Score -1509251 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1509611.750000 Penalty: 3135.100830
	Iteration 3Q: 3 clusters Score -1509612 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1509968.000000 Penalty: 3135.100830
	Iteration 4Q: 3 clusters Score -1509968 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1510316.125000 Penalty: 3135.100830
	Iteration 5Q: 3 clusters Score -1510316 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1510636.625000 Penalty: 3135.100830
	Iteration 6Q: 3 clusters Score -1510637 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1511004.500000 Penalty: 3135.100830
	Iteration 7Q: 3 clusters Score -1511004 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1511496.000000 Penalty: 3135.100830
	Iteration 8Q: 3 clusters Score -1511496 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1512064.250000 Penalty: 3135.100830
	Iteration 9F: 3 clusters Score -1512064 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1512622.875000 Penalty: 3135.100830
	Iteration 10F: 3 clusters Score -1512623 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1513217.500000 Penalty: 3135.100830
	Iteration 11Q: 3 clusters Score -1513218 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1513721.625000 Penalty: 3135.100830
	Iteration 12Q: 3 clusters Score -1513722 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1514138.000000 Penalty: 3135.100830
	Iteration 13Q: 3 clusters Score -1514138 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1514447.375000 Penalty: 3135.100830
	Iteration 14Q: 3 clusters Score -1514447 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1514692.875000 Penalty: 3135.100830
	Iteration 15Q: 3 clusters Score -1514693 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1514877.875000 Penalty: 3135.100830
	Iteration 16Q: 3 clusters Score -1514878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1515017.500000 Penalty: 3135.100830
	Iteration 17Q: 3 clusters Score -1515018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1515137.250000 Penalty: 3135.100830
	Iteration 18Q: 3 clusters Score -1515137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1515191.625000 Penalty: 3135.100830
	Iteration 19Q: 3 clusters Score -1515192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1515230.250000 Penalty: 3135.100830
	Iteration 20F: 3 clusters Score -1515230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1515253.500000 Penalty: 3135.100830
	Iteration 21Q: 3 clusters Score -1515254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1515263.250000 Penalty: 3135.100830
	Iteration 22Q: 3 clusters Score -1515263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1515265.500000 Penalty: 3135.100830
	Iteration 23Q: 3 clusters Score -1515266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1515265.125000 Penalty: 3135.100830
	Iteration 24Q: 3 clusters Score -1515265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1515266.000000 Penalty: 3135.100830
	Iteration 25Q: 3 clusters Score -1515266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1515267.375000 Penalty: 3135.100830
	Iteration 26Q: 3 clusters Score -1515267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1515272.000000 Penalty: 3135.100830
	Iteration 27Q: 3 clusters Score -1515272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1515273.750000 Penalty: 3135.100830
	Iteration 28Q: 3 clusters Score -1515274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1515273.750000 Penalty: 3135.100830
	Iteration 29F: 3 clusters Score -1515274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Entering Unmasked Estep 
Score: -1325737.625000 Penalty: 1545.928101
	Iteration 0F: 2 clusters Score -1325738 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 6834 members 
Entering Unmasked Estep 
Score: -1316287.750000 Penalty: 3091.856201
	Iteration 0F: 3 clusters Score -1316288 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1319505.375000 Penalty: 3091.856201
	Iteration 1F: 3 clusters Score -1319505 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1319812.250000 Penalty: 3091.856201
	Iteration 2F: 3 clusters Score -1319812 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1320088.125000 Penalty: 3091.856201
	Iteration 3Q: 3 clusters Score -1320088 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1320371.875000 Penalty: 3091.856201
	Iteration 4Q: 3 clusters Score -1320372 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1320701.500000 Penalty: 3091.856201
	Iteration 5Q: 3 clusters Score -1320702 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1321126.125000 Penalty: 3091.856201
	Iteration 6F: 3 clusters Score -1321126 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1321668.500000 Penalty: 3091.856201
	Iteration 7F: 3 clusters Score -1321668 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1322331.500000 Penalty: 3091.856201
	Iteration 8F: 3 clusters Score -1322332 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1323013.875000 Penalty: 3091.856201
	Iteration 9F: 3 clusters Score -1323014 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1323571.500000 Penalty: 3091.856201
	Iteration 10Q: 3 clusters Score -1323572 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1323930.125000 Penalty: 3091.856201
	Iteration 11Q: 3 clusters Score -1323930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1324120.000000 Penalty: 3091.856201
	Iteration 12Q: 3 clusters Score -1324120 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1324198.125000 Penalty: 3091.856201
	Iteration 13Q: 3 clusters Score -1324198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1324250.750000 Penalty: 3091.856201
	Iteration 14Q: 3 clusters Score -1324251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1324292.875000 Penalty: 3091.856201
	Iteration 15Q: 3 clusters Score -1324293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1324318.250000 Penalty: 3091.856201
	Iteration 16Q: 3 clusters Score -1324318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1324341.500000 Penalty: 3091.856201
	Iteration 17Q: 3 clusters Score -1324342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1324364.625000 Penalty: 3091.856201
	Iteration 18Q: 3 clusters Score -1324365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1324386.750000 Penalty: 3091.856201
	Iteration 19Q: 3 clusters Score -1324387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1324413.250000 Penalty: 3091.856201
	Iteration 20F: 3 clusters Score -1324413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1324426.500000 Penalty: 3091.856201
	Iteration 21Q: 3 clusters Score -1324426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1324436.000000 Penalty: 3091.856201
	Iteration 22Q: 3 clusters Score -1324436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1324443.000000 Penalty: 3091.856201
	Iteration 23Q: 3 clusters Score -1324443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1324441.375000 Penalty: 3091.856201
	Iteration 24Q: 3 clusters Score -1324441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1324442.500000 Penalty: 3091.856201
	Iteration 25Q: 3 clusters Score -1324442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1324442.500000 Penalty: 3091.856201
	Iteration 26F: 3 clusters Score -1324442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -221170.406250 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -221170.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -218751.140625 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -218751.1 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -219367.312500 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -219367.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219500.640625 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -219500.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -219582.656250 Penalty: 2542.294678
	Iteration 3F: 3 clusters Score -219582.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -219637.015625 Penalty: 2542.294678
	Iteration 4Q: 3 clusters Score -219637 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -219671.718750 Penalty: 2542.294678
	Iteration 5Q: 3 clusters Score -219671.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -219706.531250 Penalty: 2542.294678
	Iteration 6Q: 3 clusters Score -219706.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -219734.625000 Penalty: 2542.294678
	Iteration 7Q: 3 clusters Score -219734.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -219756.062500 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -219756.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -219769.250000 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -219769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -219780.140625 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -219780.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -219785.734375 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -219785.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -219790.000000 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -219790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -219793.687500 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -219793.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -219796.890625 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -219796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -219800.640625 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -219800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -219803.343750 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -219803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -219811.671875 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -219811.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -219815.437500 Penalty: 2542.294678
	Iteration 18Q: 3 clusters Score -219815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -219819.250000 Penalty: 2542.294678
	Iteration 19Q: 3 clusters Score -219819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -219822.828125 Penalty: 2542.294678
	Iteration 20F: 3 clusters Score -219822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -219828.890625 Penalty: 2542.294678
	Iteration 21Q: 3 clusters Score -219828.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -219835.828125 Penalty: 2542.294678
	Iteration 22Q: 3 clusters Score -219835.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -219839.078125 Penalty: 2542.294678
	Iteration 23Q: 3 clusters Score -219839.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -219843.531250 Penalty: 2542.294678
	Iteration 24Q: 3 clusters Score -219843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -219848.750000 Penalty: 2542.294678
	Iteration 25Q: 3 clusters Score -219848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -219853.984375 Penalty: 2542.294678
	Iteration 26Q: 3 clusters Score -219854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -219857.937500 Penalty: 2542.294678
	Iteration 27Q: 3 clusters Score -219857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -219862.640625 Penalty: 2542.294678
	Iteration 28Q: 3 clusters Score -219862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -219866.515625 Penalty: 2542.294678
	Iteration 29Q: 3 clusters Score -219866.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -219869.796875 Penalty: 2542.294678
	Iteration 30Q: 3 clusters Score -219869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -219873.593750 Penalty: 2542.294678
	Iteration 31Q: 3 clusters Score -219873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -219877.703125 Penalty: 2542.294678
	Iteration 32Q: 3 clusters Score -219877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -219882.031250 Penalty: 2542.294678
	Iteration 33Q: 3 clusters Score -219882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -219885.281250 Penalty: 2542.294678
	Iteration 34Q: 3 clusters Score -219885.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -219891.187500 Penalty: 2542.294678
	Iteration 35Q: 3 clusters Score -219891.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -219896.968750 Penalty: 2542.294678
	Iteration 36Q: 3 clusters Score -219897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -219904.593750 Penalty: 2542.294678
	Iteration 37Q: 3 clusters Score -219904.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -219913.296875 Penalty: 2542.294678
	Iteration 38Q: 3 clusters Score -219913.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -219923.109375 Penalty: 2542.294678
	Iteration 39Q: 3 clusters Score -219923.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -219933.500000 Penalty: 2542.294678
	Iteration 40F: 3 clusters Score -219933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -219938.312500 Penalty: 2542.294678
	Iteration 41Q: 3 clusters Score -219938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -219941.812500 Penalty: 2542.294678
	Iteration 42Q: 3 clusters Score -219941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -219945.234375 Penalty: 2542.294678
	Iteration 43Q: 3 clusters Score -219945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -219952.281250 Penalty: 2542.294678
	Iteration 44Q: 3 clusters Score -219952.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -219960.156250 Penalty: 2542.294678
	Iteration 45Q: 3 clusters Score -219960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -219965.937500 Penalty: 2542.294678
	Iteration 46Q: 3 clusters Score -219965.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -219974.296875 Penalty: 2542.294678
	Iteration 47Q: 3 clusters Score -219974.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -219991.406250 Penalty: 2542.294678
	Iteration 48Q: 3 clusters Score -219991.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -220010.484375 Penalty: 2542.294678
	Iteration 49Q: 3 clusters Score -220010.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -220025.453125 Penalty: 2542.294678
	Iteration 50Q: 3 clusters Score -220025.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -220036.687500 Penalty: 2542.294678
	Iteration 51Q: 3 clusters Score -220036.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -220050.453125 Penalty: 2542.294678
	Iteration 52Q: 3 clusters Score -220050.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -220064.843750 Penalty: 2542.294678
	Iteration 53Q: 3 clusters Score -220064.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -220081.281250 Penalty: 2542.294678
	Iteration 54Q: 3 clusters Score -220081.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -220092.703125 Penalty: 2542.294678
	Iteration 55Q: 3 clusters Score -220092.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -220103.000000 Penalty: 2542.294678
	Iteration 56Q: 3 clusters Score -220103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -220112.218750 Penalty: 2542.294678
	Iteration 57Q: 3 clusters Score -220112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -220125.578125 Penalty: 2542.294678
	Iteration 58Q: 3 clusters Score -220125.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -220136.375000 Penalty: 2542.294678
	Iteration 59Q: 3 clusters Score -220136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -220143.656250 Penalty: 2542.294678
	Iteration 60F: 3 clusters Score -220143.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -220146.640625 Penalty: 2542.294678
	Iteration 61Q: 3 clusters Score -220146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -220153.890625 Penalty: 2542.294678
	Iteration 62Q: 3 clusters Score -220153.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -220167.312500 Penalty: 2542.294678
	Iteration 63Q: 3 clusters Score -220167.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -220175.046875 Penalty: 2542.294678
	Iteration 64Q: 3 clusters Score -220175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -220189.531250 Penalty: 2542.294678
	Iteration 65Q: 3 clusters Score -220189.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -220206.796875 Penalty: 2542.294678
	Iteration 66Q: 3 clusters Score -220206.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -220219.734375 Penalty: 2542.294678
	Iteration 67Q: 3 clusters Score -220219.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -220229.796875 Penalty: 2542.294678
	Iteration 68Q: 3 clusters Score -220229.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -220239.156250 Penalty: 2542.294678
	Iteration 69Q: 3 clusters Score -220239.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -220251.703125 Penalty: 2542.294678
	Iteration 70Q: 3 clusters Score -220251.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -220266.125000 Penalty: 2542.294678
	Iteration 71Q: 3 clusters Score -220266.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -220278.609375 Penalty: 2542.294678
	Iteration 72Q: 3 clusters Score -220278.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -220288.218750 Penalty: 2542.294678
	Iteration 73Q: 3 clusters Score -220288.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -220303.265625 Penalty: 2542.294678
	Iteration 74Q: 3 clusters Score -220303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -220316.203125 Penalty: 2542.294678
	Iteration 75Q: 3 clusters Score -220316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -220329.000000 Penalty: 2542.294678
	Iteration 76Q: 3 clusters Score -220329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -220340.484375 Penalty: 2542.294678
	Iteration 77Q: 3 clusters Score -220340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -220345.359375 Penalty: 2542.294678
	Iteration 78Q: 3 clusters Score -220345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -220350.125000 Penalty: 2542.294678
	Iteration 79Q: 3 clusters Score -220350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -220358.968750 Penalty: 2542.294678
	Iteration 80F: 3 clusters Score -220359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -220398.953125 Penalty: 2542.294678
	Iteration 81Q: 3 clusters Score -220399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -220414.343750 Penalty: 2542.294678
	Iteration 82Q: 3 clusters Score -220414.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -220426.593750 Penalty: 2542.294678
	Iteration 83Q: 3 clusters Score -220426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -220438.515625 Penalty: 2542.294678
	Iteration 84Q: 3 clusters Score -220438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -220448.937500 Penalty: 2542.294678
	Iteration 85Q: 3 clusters Score -220448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -220461.281250 Penalty: 2542.294678
	Iteration 86Q: 3 clusters Score -220461.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -220464.265625 Penalty: 2542.294678
	Iteration 87Q: 3 clusters Score -220464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -220467.062500 Penalty: 2542.294678
	Iteration 88Q: 3 clusters Score -220467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -220470.578125 Penalty: 2542.294678
	Iteration 89Q: 3 clusters Score -220470.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -220472.625000 Penalty: 2542.294678
	Iteration 90Q: 3 clusters Score -220472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -220473.250000 Penalty: 2542.294678
	Iteration 91Q: 3 clusters Score -220473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -220473.250000 Penalty: 2542.294678
	Iteration 92F: 3 clusters Score -220473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Entering Unmasked Estep 
Score: -1318609.125000 Penalty: 1544.263428
	Iteration 0F: 2 clusters Score -1318609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1309222.250000 Penalty: 3088.526855
	Iteration 0F: 3 clusters Score -1309222 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1312521.625000 Penalty: 3088.526855
	Iteration 1F: 3 clusters Score -1312522 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1312948.125000 Penalty: 3088.526855
	Iteration 2F: 3 clusters Score -1312948 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1313402.750000 Penalty: 3088.526855
	Iteration 3F: 3 clusters Score -1313403 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1313965.000000 Penalty: 3088.526855
	Iteration 4F: 3 clusters Score -1313965 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1314667.625000 Penalty: 3088.526855
	Iteration 5F: 3 clusters Score -1314668 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1315407.750000 Penalty: 3088.526855
	Iteration 6F: 3 clusters Score -1315408 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1316105.625000 Penalty: 3088.526855
	Iteration 7F: 3 clusters Score -1316106 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1316642.375000 Penalty: 3088.526855
	Iteration 8F: 3 clusters Score -1316642 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1316921.250000 Penalty: 3088.526855
	Iteration 9Q: 3 clusters Score -1316921 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1317070.250000 Penalty: 3088.526855
	Iteration 10Q: 3 clusters Score -1317070 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1317160.625000 Penalty: 3088.526855
	Iteration 11Q: 3 clusters Score -1317161 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1317233.000000 Penalty: 3088.526855
	Iteration 12Q: 3 clusters Score -1317233 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1317300.750000 Penalty: 3088.526855
	Iteration 13Q: 3 clusters Score -1317301 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1317367.750000 Penalty: 3088.526855
	Iteration 14Q: 3 clusters Score -1317368 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1317423.125000 Penalty: 3088.526855
	Iteration 15Q: 3 clusters Score -1317423 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1317498.750000 Penalty: 3088.526855
	Iteration 16Q: 3 clusters Score -1317499 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1317558.125000 Penalty: 3088.526855
	Iteration 17Q: 3 clusters Score -1317558 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1317604.875000 Penalty: 3088.526855
	Iteration 18Q: 3 clusters Score -1317605 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1317658.750000 Penalty: 3088.526855
	Iteration 19Q: 3 clusters Score -1317659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1317711.250000 Penalty: 3088.526855
	Iteration 20F: 3 clusters Score -1317711 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1317759.875000 Penalty: 3088.526855
	Iteration 21Q: 3 clusters Score -1317760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1317800.250000 Penalty: 3088.526855
	Iteration 22Q: 3 clusters Score -1317800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1317863.250000 Penalty: 3088.526855
	Iteration 23Q: 3 clusters Score -1317863 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1317934.250000 Penalty: 3088.526855
	Iteration 24Q: 3 clusters Score -1317934 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1318001.250000 Penalty: 3088.526855
	Iteration 25Q: 3 clusters Score -1318001 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1318065.500000 Penalty: 3088.526855
	Iteration 26Q: 3 clusters Score -1318066 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1318134.125000 Penalty: 3088.526855
	Iteration 27Q: 3 clusters Score -1318134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1318199.875000 Penalty: 3088.526855
	Iteration 28Q: 3 clusters Score -1318200 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1318282.750000 Penalty: 3088.526855
	Iteration 29Q: 3 clusters Score -1318283 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1318362.875000 Penalty: 3088.526855
	Iteration 30Q: 3 clusters Score -1318363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1318442.625000 Penalty: 3088.526855
	Iteration 31Q: 3 clusters Score -1318443 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1318509.750000 Penalty: 3088.526855
	Iteration 32Q: 3 clusters Score -1318510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1318564.375000 Penalty: 3088.526855
	Iteration 33Q: 3 clusters Score -1318564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1318600.875000 Penalty: 3088.526855
	Iteration 34Q: 3 clusters Score -1318601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1318621.000000 Penalty: 3088.526855
	Iteration 35Q: 3 clusters Score -1318621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1318631.375000 Penalty: 3088.526855
	Iteration 36Q: 3 clusters Score -1318631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1318637.000000 Penalty: 3088.526855
	Iteration 37Q: 3 clusters Score -1318637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1318638.625000 Penalty: 3088.526855
	Iteration 38Q: 3 clusters Score -1318639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1318638.375000 Penalty: 3088.526855
	Iteration 39Q: 3 clusters Score -1318638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1318638.500000 Penalty: 3088.526855
	Iteration 40F: 3 clusters Score -1318638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1318638.375000 Penalty: 3088.526855
	Iteration 41Q: 3 clusters Score -1318638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1318637.250000 Penalty: 3088.526855
	Iteration 42Q: 3 clusters Score -1318637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1318638.625000 Penalty: 3088.526855
	Iteration 43Q: 3 clusters Score -1318639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1318638.625000 Penalty: 3088.526855
	Iteration 44F: 3 clusters Score -1318639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 107458 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 19091 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 10392 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 62734 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4720 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 28038 members 
Mstep: Class 25 contains 11598 members 
Entering Unmasked Estep 
Score: -52406296.000000 Penalty: 53662.054688
Splitting cluster 15 changes total score from -52406740.000000 to -52406296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -947407.375000 Penalty: 1502.928711
	Iteration 0F: 2 clusters Score -947407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -940004.187500 Penalty: 3005.857422
	Iteration 0F: 3 clusters Score -940004.2 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -942605.625000 Penalty: 3005.857422
	Iteration 1F: 3 clusters Score -942605.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -943038.187500 Penalty: 3005.857422
	Iteration 2F: 3 clusters Score -943038.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -943506.562500 Penalty: 3005.857422
	Iteration 3F: 3 clusters Score -943506.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -943913.875000 Penalty: 3005.857422
	Iteration 4F: 3 clusters Score -943913.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -944238.187500 Penalty: 3005.857422
	Iteration 5F: 3 clusters Score -944238.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -944546.500000 Penalty: 3005.857422
	Iteration 6F: 3 clusters Score -944546.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -944818.437500 Penalty: 3005.857422
	Iteration 7Q: 3 clusters Score -944818.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -945086.625000 Penalty: 3005.857422
	Iteration 8Q: 3 clusters Score -945086.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -945376.812500 Penalty: 3005.857422
	Iteration 9Q: 3 clusters Score -945376.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -945677.250000 Penalty: 3005.857422
	Iteration 10Q: 3 clusters Score -945677.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -945915.875000 Penalty: 3005.857422
	Iteration 11Q: 3 clusters Score -945915.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -946100.812500 Penalty: 3005.857422
	Iteration 12Q: 3 clusters Score -946100.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -946264.812500 Penalty: 3005.857422
	Iteration 13Q: 3 clusters Score -946264.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -946439.937500 Penalty: 3005.857422
	Iteration 14Q: 3 clusters Score -946439.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -946649.062500 Penalty: 3005.857422
	Iteration 15Q: 3 clusters Score -946649.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -946842.125000 Penalty: 3005.857422
	Iteration 16Q: 3 clusters Score -946842.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -947038.750000 Penalty: 3005.857422
	Iteration 17Q: 3 clusters Score -947038.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -947240.062500 Penalty: 3005.857422
	Iteration 18Q: 3 clusters Score -947240.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -947432.937500 Penalty: 3005.857422
	Iteration 19Q: 3 clusters Score -947432.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -947608.500000 Penalty: 3005.857422
	Iteration 20F: 3 clusters Score -947608.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -947777.187500 Penalty: 3005.857422
	Iteration 21Q: 3 clusters Score -947777.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -947928.375000 Penalty: 3005.857422
	Iteration 22Q: 3 clusters Score -947928.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -948034.000000 Penalty: 3005.857422
	Iteration 23Q: 3 clusters Score -948034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -948100.437500 Penalty: 3005.857422
	Iteration 24Q: 3 clusters Score -948100.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -948127.687500 Penalty: 3005.857422
	Iteration 25Q: 3 clusters Score -948127.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -948149.000000 Penalty: 3005.857422
	Iteration 26Q: 3 clusters Score -948149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -948160.875000 Penalty: 3005.857422
	Iteration 27Q: 3 clusters Score -948160.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -948172.812500 Penalty: 3005.857422
	Iteration 28Q: 3 clusters Score -948172.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -948182.187500 Penalty: 3005.857422
	Iteration 29Q: 3 clusters Score -948182.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -948189.312500 Penalty: 3005.857422
	Iteration 30Q: 3 clusters Score -948189.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -948195.687500 Penalty: 3005.857422
	Iteration 31Q: 3 clusters Score -948195.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -948198.250000 Penalty: 3005.857422
	Iteration 32Q: 3 clusters Score -948198.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -948198.000000 Penalty: 3005.857422
	Iteration 33Q: 3 clusters Score -948198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -948202.750000 Penalty: 3005.857422
	Iteration 34Q: 3 clusters Score -948202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -948202.875000 Penalty: 3005.857422
	Iteration 35Q: 3 clusters Score -948202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -948204.250000 Penalty: 3005.857422
	Iteration 36Q: 3 clusters Score -948204.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -948206.437500 Penalty: 3005.857422
	Iteration 37Q: 3 clusters Score -948206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -948207.125000 Penalty: 3005.857422
	Iteration 38Q: 3 clusters Score -948207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -948206.625000 Penalty: 3005.857422
	Iteration 39Q: 3 clusters Score -948206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -948204.625000 Penalty: 3005.857422
	Iteration 40F: 3 clusters Score -948204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -948205.375000 Penalty: 3005.857422
	Iteration 41Q: 3 clusters Score -948205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -948205.375000 Penalty: 3005.857422
	Iteration 42F: 3 clusters Score -948205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 107458 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 19091 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 13402 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 62734 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4720 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 28038 members 
Mstep: Class 25 contains 2369 members 
Entering Unmasked Estep 
Score: -52406832.000000 Penalty: 53662.054688
Splitting cluster 16 changes total score from -52406740.000000 to -52406832.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (8967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Entering Unmasked Estep 
Score: -885762.000000 Penalty: 1478.962402
	Iteration 0F: 2 clusters Score -885762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -879300.687500 Penalty: 2957.924805
	Iteration 0F: 3 clusters Score -879300.7 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -881303.125000 Penalty: 2957.924805
	Iteration 1F: 3 clusters Score -881303.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -881577.687500 Penalty: 2957.924805
	Iteration 2F: 3 clusters Score -881577.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -881802.937500 Penalty: 2957.924805
	Iteration 3F: 3 clusters Score -881802.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -881997.312500 Penalty: 2957.924805
	Iteration 4Q: 3 clusters Score -881997.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -882162.625000 Penalty: 2957.924805
	Iteration 5Q: 3 clusters Score -882162.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -882313.500000 Penalty: 2957.924805
	Iteration 6Q: 3 clusters Score -882313.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -882465.312500 Penalty: 2957.924805
	Iteration 7Q: 3 clusters Score -882465.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -882642.125000 Penalty: 2957.924805
	Iteration 8Q: 3 clusters Score -882642.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -882838.187500 Penalty: 2957.924805
	Iteration 9Q: 3 clusters Score -882838.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -883051.687500 Penalty: 2957.924805
	Iteration 10Q: 3 clusters Score -883051.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -883241.687500 Penalty: 2957.924805
	Iteration 11Q: 3 clusters Score -883241.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -883417.625000 Penalty: 2957.924805
	Iteration 12Q: 3 clusters Score -883417.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -883606.250000 Penalty: 2957.924805
	Iteration 13Q: 3 clusters Score -883606.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -883785.625000 Penalty: 2957.924805
	Iteration 14Q: 3 clusters Score -883785.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -883936.812500 Penalty: 2957.924805
	Iteration 15Q: 3 clusters Score -883936.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -884069.437500 Penalty: 2957.924805
	Iteration 16Q: 3 clusters Score -884069.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -884185.750000 Penalty: 2957.924805
	Iteration 17Q: 3 clusters Score -884185.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -884288.250000 Penalty: 2957.924805
	Iteration 18Q: 3 clusters Score -884288.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -884366.437500 Penalty: 2957.924805
	Iteration 19Q: 3 clusters Score -884366.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -884426.562500 Penalty: 2957.924805
	Iteration 20F: 3 clusters Score -884426.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -884481.625000 Penalty: 2957.924805
	Iteration 21Q: 3 clusters Score -884481.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -884521.187500 Penalty: 2957.924805
	Iteration 22Q: 3 clusters Score -884521.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -884544.562500 Penalty: 2957.924805
	Iteration 23Q: 3 clusters Score -884544.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -884563.437500 Penalty: 2957.924805
	Iteration 24Q: 3 clusters Score -884563.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -884577.125000 Penalty: 2957.924805
	Iteration 25Q: 3 clusters Score -884577.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -884588.875000 Penalty: 2957.924805
	Iteration 26Q: 3 clusters Score -884588.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -884601.312500 Penalty: 2957.924805
	Iteration 27Q: 3 clusters Score -884601.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -884611.937500 Penalty: 2957.924805
	Iteration 28Q: 3 clusters Score -884611.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -884625.000000 Penalty: 2957.924805
	Iteration 29Q: 3 clusters Score -884625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -884634.812500 Penalty: 2957.924805
	Iteration 30Q: 3 clusters Score -884634.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -884644.937500 Penalty: 2957.924805
	Iteration 31Q: 3 clusters Score -884644.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -884656.937500 Penalty: 2957.924805
	Iteration 32Q: 3 clusters Score -884656.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -884669.312500 Penalty: 2957.924805
	Iteration 33Q: 3 clusters Score -884669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -884682.250000 Penalty: 2957.924805
	Iteration 34Q: 3 clusters Score -884682.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -884703.187500 Penalty: 2957.924805
	Iteration 35Q: 3 clusters Score -884703.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -884717.687500 Penalty: 2957.924805
	Iteration 36Q: 3 clusters Score -884717.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -884731.812500 Penalty: 2957.924805
	Iteration 37Q: 3 clusters Score -884731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -884743.000000 Penalty: 2957.924805
	Iteration 38Q: 3 clusters Score -884743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -884746.312500 Penalty: 2957.924805
	Iteration 39Q: 3 clusters Score -884746.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -884754.312500 Penalty: 2957.924805
	Iteration 40F: 3 clusters Score -884754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -884757.250000 Penalty: 2957.924805
	Iteration 41Q: 3 clusters Score -884757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -884759.937500 Penalty: 2957.924805
	Iteration 42Q: 3 clusters Score -884759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -884760.187500 Penalty: 2957.924805
	Iteration 43Q: 3 clusters Score -884760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -884760.187500 Penalty: 2957.924805
	Iteration 44F: 3 clusters Score -884760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Entering Unmasked Estep 
Score: -6216416.500000 Penalty: 1795.082031
	Iteration 0F: 2 clusters Score -6216416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -6174665.500000 Penalty: 3590.164062
	Iteration 0F: 3 clusters Score -6174666 nChanged 29583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -6191731.000000 Penalty: 3590.164062
	Iteration 1F: 3 clusters Score -6191731 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6192542.500000 Penalty: 3590.164062
	Iteration 2Q: 3 clusters Score -6192542 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -6193608.500000 Penalty: 3590.164062
	Iteration 3Q: 3 clusters Score -6193608 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -6194861.000000 Penalty: 3590.164062
	Iteration 4Q: 3 clusters Score -6194861 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -6196252.500000 Penalty: 3590.164062
	Iteration 5Q: 3 clusters Score -6196252 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -6197902.000000 Penalty: 3590.164062
	Iteration 6F: 3 clusters Score -6197902 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -6199673.000000 Penalty: 3590.164062
	Iteration 7F: 3 clusters Score -6199673 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6201579.500000 Penalty: 3590.164062
	Iteration 8F: 3 clusters Score -6201580 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -6203553.000000 Penalty: 3590.164062
	Iteration 9F: 3 clusters Score -6203553 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -6205100.500000 Penalty: 3590.164062
	Iteration 10Q: 3 clusters Score -6205100 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -6205956.500000 Penalty: 3590.164062
	Iteration 11Q: 3 clusters Score -6205956 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -6206369.500000 Penalty: 3590.164062
	Iteration 12Q: 3 clusters Score -6206370 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -6206621.000000 Penalty: 3590.164062
	Iteration 13Q: 3 clusters Score -6206621 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -6206833.500000 Penalty: 3590.164062
	Iteration 14Q: 3 clusters Score -6206834 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6207100.500000 Penalty: 3590.164062
	Iteration 15Q: 3 clusters Score -6207100 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -6207339.500000 Penalty: 3590.164062
	Iteration 16Q: 3 clusters Score -6207340 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -6207621.500000 Penalty: 3590.164062
	Iteration 17Q: 3 clusters Score -6207622 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6207865.000000 Penalty: 3590.164062
	Iteration 18Q: 3 clusters Score -6207865 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -6208146.500000 Penalty: 3590.164062
	Iteration 19Q: 3 clusters Score -6208146 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -6208377.000000 Penalty: 3590.164062
	Iteration 20F: 3 clusters Score -6208377 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -6208603.500000 Penalty: 3590.164062
	Iteration 21Q: 3 clusters Score -6208604 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -6208815.500000 Penalty: 3590.164062
	Iteration 22Q: 3 clusters Score -6208816 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -6209027.500000 Penalty: 3590.164062
	Iteration 23Q: 3 clusters Score -6209028 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6209205.000000 Penalty: 3590.164062
	Iteration 24Q: 3 clusters Score -6209205 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -6209377.500000 Penalty: 3590.164062
	Iteration 25Q: 3 clusters Score -6209378 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -6209503.000000 Penalty: 3590.164062
	Iteration 26Q: 3 clusters Score -6209503 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6209632.000000 Penalty: 3590.164062
	Iteration 27Q: 3 clusters Score -6209632 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -6209702.500000 Penalty: 3590.164062
	Iteration 28Q: 3 clusters Score -6209702 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -6209759.000000 Penalty: 3590.164062
	Iteration 29Q: 3 clusters Score -6209759 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -6209862.500000 Penalty: 3590.164062
	Iteration 30Q: 3 clusters Score -6209862 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -6209914.000000 Penalty: 3590.164062
	Iteration 31Q: 3 clusters Score -6209914 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -6209961.000000 Penalty: 3590.164062
	Iteration 32Q: 3 clusters Score -6209961 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -6209990.500000 Penalty: 3590.164062
	Iteration 33Q: 3 clusters Score -6209990 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -6210034.000000 Penalty: 3590.164062
	Iteration 34Q: 3 clusters Score -6210034 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -6210071.500000 Penalty: 3590.164062
	Iteration 35Q: 3 clusters Score -6210072 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -6210111.500000 Penalty: 3590.164062
	Iteration 36Q: 3 clusters Score -6210112 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -6210132.500000 Penalty: 3590.164062
	Iteration 37Q: 3 clusters Score -6210132 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -6210161.500000 Penalty: 3590.164062
	Iteration 38Q: 3 clusters Score -6210162 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -6210210.500000 Penalty: 3590.164062
	Iteration 39Q: 3 clusters Score -6210210 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6210242.500000 Penalty: 3590.164062
	Iteration 40F: 3 clusters Score -6210242 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -6210261.500000 Penalty: 3590.164062
	Iteration 41Q: 3 clusters Score -6210262 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -6210316.500000 Penalty: 3590.164062
	Iteration 42Q: 3 clusters Score -6210316 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6210374.000000 Penalty: 3590.164062
	Iteration 43Q: 3 clusters Score -6210374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -6210381.500000 Penalty: 3590.164062
	Iteration 44Q: 3 clusters Score -6210382 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -6210422.500000 Penalty: 3590.164062
	Iteration 45Q: 3 clusters Score -6210422 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -6210456.500000 Penalty: 3590.164062
	Iteration 46Q: 3 clusters Score -6210456 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -6210506.500000 Penalty: 3590.164062
	Iteration 47Q: 3 clusters Score -6210506 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -6210555.000000 Penalty: 3590.164062
	Iteration 48Q: 3 clusters Score -6210555 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -6210603.500000 Penalty: 3590.164062
	Iteration 49Q: 3 clusters Score -6210604 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6210678.000000 Penalty: 3590.164062
	Iteration 50Q: 3 clusters Score -6210678 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -6210768.000000 Penalty: 3590.164062
	Iteration 51Q: 3 clusters Score -6210768 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -6210808.000000 Penalty: 3590.164062
	Iteration 52Q: 3 clusters Score -6210808 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -6210896.000000 Penalty: 3590.164062
	Iteration 53Q: 3 clusters Score -6210896 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -6211057.000000 Penalty: 3590.164062
	Iteration 54Q: 3 clusters Score -6211057 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -6211187.500000 Penalty: 3590.164062
	Iteration 55Q: 3 clusters Score -6211188 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -6211367.000000 Penalty: 3590.164062
	Iteration 56Q: 3 clusters Score -6211367 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -6211581.500000 Penalty: 3590.164062
	Iteration 57Q: 3 clusters Score -6211582 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -6211767.000000 Penalty: 3590.164062
	Iteration 58Q: 3 clusters Score -6211767 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -6212000.500000 Penalty: 3590.164062
	Iteration 59Q: 3 clusters Score -6212000 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -6212259.000000 Penalty: 3590.164062
	Iteration 60F: 3 clusters Score -6212259 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -6212521.500000 Penalty: 3590.164062
	Iteration 61Q: 3 clusters Score -6212522 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -6212820.000000 Penalty: 3590.164062
	Iteration 62Q: 3 clusters Score -6212820 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -6213153.500000 Penalty: 3590.164062
	Iteration 63Q: 3 clusters Score -6213154 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6213396.500000 Penalty: 3590.164062
	Iteration 64Q: 3 clusters Score -6213396 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -6213603.500000 Penalty: 3590.164062
	Iteration 65Q: 3 clusters Score -6213604 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6213812.000000 Penalty: 3590.164062
	Iteration 66Q: 3 clusters Score -6213812 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6213949.500000 Penalty: 3590.164062
	Iteration 67Q: 3 clusters Score -6213950 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6214065.500000 Penalty: 3590.164062
	Iteration 68Q: 3 clusters Score -6214066 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -6214192.500000 Penalty: 3590.164062
	Iteration 69Q: 3 clusters Score -6214192 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6214290.000000 Penalty: 3590.164062
	Iteration 70Q: 3 clusters Score -6214290 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -6214378.000000 Penalty: 3590.164062
	Iteration 71Q: 3 clusters Score -6214378 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6214492.000000 Penalty: 3590.164062
	Iteration 72Q: 3 clusters Score -6214492 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6214601.000000 Penalty: 3590.164062
	Iteration 73Q: 3 clusters Score -6214601 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6214682.500000 Penalty: 3590.164062
	Iteration 74Q: 3 clusters Score -6214682 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6214777.500000 Penalty: 3590.164062
	Iteration 75Q: 3 clusters Score -6214778 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6214857.000000 Penalty: 3590.164062
	Iteration 76Q: 3 clusters Score -6214857 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6214921.500000 Penalty: 3590.164062
	Iteration 77Q: 3 clusters Score -6214922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6214991.000000 Penalty: 3590.164062
	Iteration 78Q: 3 clusters Score -6214991 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6215047.000000 Penalty: 3590.164062
	Iteration 79Q: 3 clusters Score -6215047 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6215125.500000 Penalty: 3590.164062
	Iteration 80F: 3 clusters Score -6215126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6215174.000000 Penalty: 3590.164062
	Iteration 81Q: 3 clusters Score -6215174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6215207.500000 Penalty: 3590.164062
	Iteration 82Q: 3 clusters Score -6215208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -6215217.000000 Penalty: 3590.164062
	Iteration 83Q: 3 clusters Score -6215217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6215239.000000 Penalty: 3590.164062
	Iteration 84Q: 3 clusters Score -6215239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6215241.500000 Penalty: 3590.164062
	Iteration 85Q: 3 clusters Score -6215242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6215262.000000 Penalty: 3590.164062
	Iteration 86Q: 3 clusters Score -6215262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60888 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6215273.000000 Penalty: 3590.164062
	Iteration 87Q: 3 clusters Score -6215273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6215276.500000 Penalty: 3590.164062
	Iteration 88Q: 3 clusters Score -6215276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6215288.500000 Penalty: 3590.164062
	Iteration 89Q: 3 clusters Score -6215288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6215287.000000 Penalty: 3590.164062
	Iteration 90Q: 3 clusters Score -6215287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6215297.000000 Penalty: 3590.164062
	Iteration 91Q: 3 clusters Score -6215297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6215301.500000 Penalty: 3590.164062
	Iteration 92Q: 3 clusters Score -6215302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6215305.500000 Penalty: 3590.164062
	Iteration 93Q: 3 clusters Score -6215306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -6215303.500000 Penalty: 3590.164062
	Iteration 94Q: 3 clusters Score -6215304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6215304.000000 Penalty: 3590.164062
	Iteration 95Q: 3 clusters Score -6215304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6215299.500000 Penalty: 3590.164062
	Iteration 96Q: 3 clusters Score -6215300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6215297.000000 Penalty: 3590.164062
	Iteration 97Q: 3 clusters Score -6215297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6215301.500000 Penalty: 3590.164062
	Iteration 98Q: 3 clusters Score -6215302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6215299.000000 Penalty: 3590.164062
	Iteration 99Q: 3 clusters Score -6215299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6215295.500000 Penalty: 3590.164062
	Iteration 100F: 3 clusters Score -6215296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6215298.500000 Penalty: 3590.164062
	Iteration 101Q: 3 clusters Score -6215298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -6215295.500000 Penalty: 3590.164062
	Iteration 102Q: 3 clusters Score -6215296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6215305.000000 Penalty: 3590.164062
	Iteration 103Q: 3 clusters Score -6215305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6215299.000000 Penalty: 3590.164062
	Iteration 104Q: 3 clusters Score -6215299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6215295.000000 Penalty: 3590.164062
	Iteration 105Q: 3 clusters Score -6215295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6215297.500000 Penalty: 3590.164062
	Iteration 106Q: 3 clusters Score -6215298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6215306.500000 Penalty: 3590.164062
	Iteration 107Q: 3 clusters Score -6215306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6215304.500000 Penalty: 3590.164062
	Iteration 108Q: 3 clusters Score -6215304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6215309.000000 Penalty: 3590.164062
	Iteration 109Q: 3 clusters Score -6215309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6215303.000000 Penalty: 3590.164062
	Iteration 110Q: 3 clusters Score -6215303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6215300.000000 Penalty: 3590.164062
	Iteration 111Q: 3 clusters Score -6215300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6215303.500000 Penalty: 3590.164062
	Iteration 112Q: 3 clusters Score -6215304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6215303.500000 Penalty: 3590.164062
	Iteration 113F: 3 clusters Score -6215304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -585625.062500 Penalty: 1409.806885
	Iteration 0F: 2 clusters Score -585625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -581064.062500 Penalty: 2819.613770
	Iteration 0F: 3 clusters Score -581064.1 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -582348.750000 Penalty: 2819.613770
	Iteration 1F: 3 clusters Score -582348.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -582613.312500 Penalty: 2819.613770
	Iteration 2F: 3 clusters Score -582613.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -582838.812500 Penalty: 2819.613770
	Iteration 3F: 3 clusters Score -582838.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -583025.500000 Penalty: 2819.613770
	Iteration 4F: 3 clusters Score -583025.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -583205.875000 Penalty: 2819.613770
	Iteration 5F: 3 clusters Score -583205.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -583381.937500 Penalty: 2819.613770
	Iteration 6Q: 3 clusters Score -583381.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -583545.000000 Penalty: 2819.613770
	Iteration 7Q: 3 clusters Score -583545 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -583711.812500 Penalty: 2819.613770
	Iteration 8Q: 3 clusters Score -583711.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -583911.250000 Penalty: 2819.613770
	Iteration 9Q: 3 clusters Score -583911.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -584101.937500 Penalty: 2819.613770
	Iteration 10Q: 3 clusters Score -584101.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -584270.000000 Penalty: 2819.613770
	Iteration 11Q: 3 clusters Score -584270 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -584402.687500 Penalty: 2819.613770
	Iteration 12Q: 3 clusters Score -584402.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -584484.562500 Penalty: 2819.613770
	Iteration 13Q: 3 clusters Score -584484.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -584560.375000 Penalty: 2819.613770
	Iteration 14Q: 3 clusters Score -584560.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -584625.875000 Penalty: 2819.613770
	Iteration 15Q: 3 clusters Score -584625.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -584681.312500 Penalty: 2819.613770
	Iteration 16Q: 3 clusters Score -584681.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -584728.687500 Penalty: 2819.613770
	Iteration 17Q: 3 clusters Score -584728.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -584768.625000 Penalty: 2819.613770
	Iteration 18Q: 3 clusters Score -584768.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -584805.687500 Penalty: 2819.613770
	Iteration 19Q: 3 clusters Score -584805.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -584833.437500 Penalty: 2819.613770
	Iteration 20F: 3 clusters Score -584833.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -584868.375000 Penalty: 2819.613770
	Iteration 21Q: 3 clusters Score -584868.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -584904.625000 Penalty: 2819.613770
	Iteration 22Q: 3 clusters Score -584904.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -584929.812500 Penalty: 2819.613770
	Iteration 23Q: 3 clusters Score -584929.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -584959.687500 Penalty: 2819.613770
	Iteration 24Q: 3 clusters Score -584959.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -584986.375000 Penalty: 2819.613770
	Iteration 25Q: 3 clusters Score -584986.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -585009.562500 Penalty: 2819.613770
	Iteration 26Q: 3 clusters Score -585009.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -585025.312500 Penalty: 2819.613770
	Iteration 27Q: 3 clusters Score -585025.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -585047.062500 Penalty: 2819.613770
	Iteration 28Q: 3 clusters Score -585047.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -585067.750000 Penalty: 2819.613770
	Iteration 29Q: 3 clusters Score -585067.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -585082.500000 Penalty: 2819.613770
	Iteration 30Q: 3 clusters Score -585082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -585087.812500 Penalty: 2819.613770
	Iteration 31Q: 3 clusters Score -585087.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -585093.187500 Penalty: 2819.613770
	Iteration 32Q: 3 clusters Score -585093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -585096.500000 Penalty: 2819.613770
	Iteration 33Q: 3 clusters Score -585096.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -585102.437500 Penalty: 2819.613770
	Iteration 34Q: 3 clusters Score -585102.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -585103.937500 Penalty: 2819.613770
	Iteration 35Q: 3 clusters Score -585103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -585106.625000 Penalty: 2819.613770
	Iteration 36Q: 3 clusters Score -585106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -585107.250000 Penalty: 2819.613770
	Iteration 37Q: 3 clusters Score -585107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -585109.250000 Penalty: 2819.613770
	Iteration 38Q: 3 clusters Score -585109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -585110.437500 Penalty: 2819.613770
	Iteration 39Q: 3 clusters Score -585110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -585112.187500 Penalty: 2819.613770
	Iteration 40F: 3 clusters Score -585112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -585113.500000 Penalty: 2819.613770
	Iteration 41Q: 3 clusters Score -585113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -585113.062500 Penalty: 2819.613770
	Iteration 42Q: 3 clusters Score -585113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -585113.062500 Penalty: 2819.613770
	Iteration 43F: 3 clusters Score -585113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -77007.898438 Penalty: 1093.984253
	Iteration 0F: 2 clusters Score -77007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75706.671875 Penalty: 2187.968506
	Iteration 0F: 3 clusters Score -75706.67 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75937.710938 Penalty: 2187.968506
	Iteration 1F: 3 clusters Score -75937.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76006.804688 Penalty: 2187.968506
	Iteration 2F: 3 clusters Score -76006.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76047.429688 Penalty: 2187.968506
	Iteration 3Q: 3 clusters Score -76047.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76077.585938 Penalty: 2187.968506
	Iteration 4Q: 3 clusters Score -76077.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76103.445312 Penalty: 2187.968506
	Iteration 5Q: 3 clusters Score -76103.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76117.250000 Penalty: 2187.968506
	Iteration 6Q: 3 clusters Score -76117.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76141.085938 Penalty: 2187.968506
	Iteration 7Q: 3 clusters Score -76141.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76153.226562 Penalty: 2187.968506
	Iteration 8Q: 3 clusters Score -76153.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76157.968750 Penalty: 2187.968506
	Iteration 9Q: 3 clusters Score -76157.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76162.507812 Penalty: 2187.968506
	Iteration 10Q: 3 clusters Score -76162.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76165.125000 Penalty: 2187.968506
	Iteration 11Q: 3 clusters Score -76165.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76169.679688 Penalty: 2187.968506
	Iteration 12Q: 3 clusters Score -76169.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76171.890625 Penalty: 2187.968506
	Iteration 13Q: 3 clusters Score -76171.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76171.890625 Penalty: 2187.968506
	Iteration 14F: 3 clusters Score -76171.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -72519.648438 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -72519.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71323.890625 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -71323.89 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71537.343750 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -71537.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71616.703125 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -71616.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71689.664062 Penalty: 2165.518066
	Iteration 3F: 3 clusters Score -71689.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71742.039062 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -71742.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71786.117188 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -71786.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -71820.234375 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -71820.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71842.968750 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -71842.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -71865.195312 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -71865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71888.812500 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -71888.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -71904.023438 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -71904.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -71908.640625 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -71908.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -71918.390625 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -71918.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -71922.593750 Penalty: 2165.518066
	Iteration 13Q: 3 clusters Score -71922.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -71925.710938 Penalty: 2165.518066
	Iteration 14Q: 3 clusters Score -71925.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -71930.031250 Penalty: 2165.518066
	Iteration 15Q: 3 clusters Score -71930.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -71941.367188 Penalty: 2165.518066
	Iteration 16Q: 3 clusters Score -71941.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -71963.429688 Penalty: 2165.518066
	Iteration 17Q: 3 clusters Score -71963.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -71978.843750 Penalty: 2165.518066
	Iteration 18Q: 3 clusters Score -71978.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -71996.656250 Penalty: 2165.518066
	Iteration 19Q: 3 clusters Score -71996.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -72088.179688 Penalty: 2165.518066
	Iteration 20F: 3 clusters Score -72088.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -72267.375000 Penalty: 2165.518066
	Iteration 21Q: 3 clusters Score -72267.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -72288.851562 Penalty: 2165.518066
	Iteration 22Q: 3 clusters Score -72288.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -72295.125000 Penalty: 2165.518066
	Iteration 23Q: 3 clusters Score -72295.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -72307.242188 Penalty: 2165.518066
	Iteration 24Q: 3 clusters Score -72307.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -72312.585938 Penalty: 2165.518066
	Iteration 25Q: 3 clusters Score -72312.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -72316.484375 Penalty: 2165.518066
	Iteration 26Q: 3 clusters Score -72316.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -72316.484375 Penalty: 2165.518066
	Iteration 27F: 3 clusters Score -72316.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -437305.843750 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -437305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -433552.968750 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -433553 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -434663.437500 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -434663.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -434967.750000 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -434967.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -435317.468750 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -435317.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -435762.375000 Penalty: 2749.358398
	Iteration 4F: 3 clusters Score -435762.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -436269.593750 Penalty: 2749.358398
	Iteration 5F: 3 clusters Score -436269.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -436846.375000 Penalty: 2749.358398
	Iteration 6F: 3 clusters Score -436846.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -437253.218750 Penalty: 2749.358398
	Iteration 7F: 3 clusters Score -437253.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -437483.656250 Penalty: 2749.358398
	Iteration 8F: 3 clusters Score -437483.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -437600.781250 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -437600.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -437666.281250 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -437666.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -437695.906250 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -437695.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -437706.843750 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -437706.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -437718.531250 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -437718.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -437729.187500 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -437729.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -437736.468750 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -437736.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -437743.343750 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -437743.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -437747.312500 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -437747.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -437749.656250 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -437749.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -437753.406250 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -437753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -437758.968750 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -437759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -437762.875000 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -437762.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -437765.687500 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -437765.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -437767.968750 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -437768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -437770.000000 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -437770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -437772.187500 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -437772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -437775.062500 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -437775.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -437778.375000 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -437778.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -437781.656250 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -437781.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -437784.968750 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -437785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -437790.031250 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -437790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -437792.500000 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -437792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -437793.625000 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -437793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -437794.031250 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -437794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -437795.406250 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -437795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -437795.750000 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -437795.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -437796.812500 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -437796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -437796.500000 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -437796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -437797.187500 Penalty: 2749.358398
	Iteration 38Q: 3 clusters Score -437797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -437797.187500 Penalty: 2749.358398
	Iteration 39F: 3 clusters Score -437797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 107458 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 19091 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 13402 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 62734 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 702 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 28038 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 4018 members 
Entering Unmasked Estep 
Score: -52406712.000000 Penalty: 55808.535156
Splitting cluster 22 changes total score from -52406740.000000 to -52406712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -306776.250000 Penalty: 1310.503418
	Iteration 0F: 2 clusters Score -306776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -303890.531250 Penalty: 2621.006836
	Iteration 0F: 3 clusters Score -303890.5 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -304637.031250 Penalty: 2621.006836
	Iteration 1F: 3 clusters Score -304637 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -304801.000000 Penalty: 2621.006836
	Iteration 2F: 3 clusters Score -304801 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -304888.406250 Penalty: 2621.006836
	Iteration 3F: 3 clusters Score -304888.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -304955.812500 Penalty: 2621.006836
	Iteration 4Q: 3 clusters Score -304955.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -305017.718750 Penalty: 2621.006836
	Iteration 5Q: 3 clusters Score -305017.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -305074.812500 Penalty: 2621.006836
	Iteration 6Q: 3 clusters Score -305074.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -305119.750000 Penalty: 2621.006836
	Iteration 7Q: 3 clusters Score -305119.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -305162.750000 Penalty: 2621.006836
	Iteration 8Q: 3 clusters Score -305162.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -305193.093750 Penalty: 2621.006836
	Iteration 9Q: 3 clusters Score -305193.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -305216.093750 Penalty: 2621.006836
	Iteration 10Q: 3 clusters Score -305216.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -305244.250000 Penalty: 2621.006836
	Iteration 11Q: 3 clusters Score -305244.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -305262.218750 Penalty: 2621.006836
	Iteration 12Q: 3 clusters Score -305262.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -305284.781250 Penalty: 2621.006836
	Iteration 13Q: 3 clusters Score -305284.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -305302.125000 Penalty: 2621.006836
	Iteration 14Q: 3 clusters Score -305302.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -305321.343750 Penalty: 2621.006836
	Iteration 15Q: 3 clusters Score -305321.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -305339.437500 Penalty: 2621.006836
	Iteration 16Q: 3 clusters Score -305339.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -305354.031250 Penalty: 2621.006836
	Iteration 17Q: 3 clusters Score -305354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -305373.281250 Penalty: 2621.006836
	Iteration 18Q: 3 clusters Score -305373.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -305389.562500 Penalty: 2621.006836
	Iteration 19Q: 3 clusters Score -305389.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -305400.875000 Penalty: 2621.006836
	Iteration 20F: 3 clusters Score -305400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -305407.625000 Penalty: 2621.006836
	Iteration 21Q: 3 clusters Score -305407.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -305415.343750 Penalty: 2621.006836
	Iteration 22Q: 3 clusters Score -305415.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -305423.531250 Penalty: 2621.006836
	Iteration 23Q: 3 clusters Score -305423.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -305433.937500 Penalty: 2621.006836
	Iteration 24Q: 3 clusters Score -305433.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -305446.750000 Penalty: 2621.006836
	Iteration 25Q: 3 clusters Score -305446.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -305462.656250 Penalty: 2621.006836
	Iteration 26Q: 3 clusters Score -305462.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -305482.500000 Penalty: 2621.006836
	Iteration 27Q: 3 clusters Score -305482.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -305502.781250 Penalty: 2621.006836
	Iteration 28Q: 3 clusters Score -305502.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -305523.656250 Penalty: 2621.006836
	Iteration 29Q: 3 clusters Score -305523.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -305559.718750 Penalty: 2621.006836
	Iteration 30Q: 3 clusters Score -305559.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -305603.812500 Penalty: 2621.006836
	Iteration 31Q: 3 clusters Score -305603.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -305645.812500 Penalty: 2621.006836
	Iteration 32Q: 3 clusters Score -305645.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -305692.843750 Penalty: 2621.006836
	Iteration 33Q: 3 clusters Score -305692.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -305715.531250 Penalty: 2621.006836
	Iteration 34Q: 3 clusters Score -305715.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -305730.906250 Penalty: 2621.006836
	Iteration 35Q: 3 clusters Score -305730.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -305741.125000 Penalty: 2621.006836
	Iteration 36Q: 3 clusters Score -305741.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -305751.062500 Penalty: 2621.006836
	Iteration 37Q: 3 clusters Score -305751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -305761.562500 Penalty: 2621.006836
	Iteration 38Q: 3 clusters Score -305761.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -305770.718750 Penalty: 2621.006836
	Iteration 39Q: 3 clusters Score -305770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -305780.218750 Penalty: 2621.006836
	Iteration 40F: 3 clusters Score -305780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -305789.062500 Penalty: 2621.006836
	Iteration 41Q: 3 clusters Score -305789.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -305796.000000 Penalty: 2621.006836
	Iteration 42Q: 3 clusters Score -305796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -305799.468750 Penalty: 2621.006836
	Iteration 43Q: 3 clusters Score -305799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -305803.343750 Penalty: 2621.006836
	Iteration 44Q: 3 clusters Score -305803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -305805.500000 Penalty: 2621.006836
	Iteration 45Q: 3 clusters Score -305805.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -305812.281250 Penalty: 2621.006836
	Iteration 46Q: 3 clusters Score -305812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -305819.406250 Penalty: 2621.006836
	Iteration 47Q: 3 clusters Score -305819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -305827.281250 Penalty: 2621.006836
	Iteration 48Q: 3 clusters Score -305827.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -305834.093750 Penalty: 2621.006836
	Iteration 49Q: 3 clusters Score -305834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -305839.062500 Penalty: 2621.006836
	Iteration 50Q: 3 clusters Score -305839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -305846.375000 Penalty: 2621.006836
	Iteration 51Q: 3 clusters Score -305846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -305850.031250 Penalty: 2621.006836
	Iteration 52Q: 3 clusters Score -305850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -305852.781250 Penalty: 2621.006836
	Iteration 53Q: 3 clusters Score -305852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -305856.031250 Penalty: 2621.006836
	Iteration 54Q: 3 clusters Score -305856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -305857.125000 Penalty: 2621.006836
	Iteration 55Q: 3 clusters Score -305857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -305858.093750 Penalty: 2621.006836
	Iteration 56Q: 3 clusters Score -305858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -305860.062500 Penalty: 2621.006836
	Iteration 57Q: 3 clusters Score -305860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -305860.625000 Penalty: 2621.006836
	Iteration 58Q: 3 clusters Score -305860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -305861.937500 Penalty: 2621.006836
	Iteration 59Q: 3 clusters Score -305861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -305862.750000 Penalty: 2621.006836
	Iteration 60F: 3 clusters Score -305862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -305864.500000 Penalty: 2621.006836
	Iteration 61Q: 3 clusters Score -305864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -305864.468750 Penalty: 2621.006836
	Iteration 62Q: 3 clusters Score -305864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -305864.468750 Penalty: 2621.006836
	Iteration 63F: 3 clusters Score -305864.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Entering Unmasked Estep 
Score: -2773068.750000 Penalty: 1664.213867
	Iteration 0F: 2 clusters Score -2773069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2754168.750000 Penalty: 3328.427734
	Iteration 0F: 3 clusters Score -2754169 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2761362.500000 Penalty: 3328.427734
	Iteration 1F: 3 clusters Score -2761362 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2761881.750000 Penalty: 3328.427734
	Iteration 2Q: 3 clusters Score -2761882 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2762538.250000 Penalty: 3328.427734
	Iteration 3F: 3 clusters Score -2762538 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2763313.250000 Penalty: 3328.427734
	Iteration 4F: 3 clusters Score -2763313 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2764168.500000 Penalty: 3328.427734
	Iteration 5F: 3 clusters Score -2764168 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2765117.500000 Penalty: 3328.427734
	Iteration 6F: 3 clusters Score -2765118 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2766006.250000 Penalty: 3328.427734
	Iteration 7F: 3 clusters Score -2766006 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2766816.250000 Penalty: 3328.427734
	Iteration 8Q: 3 clusters Score -2766816 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2767454.250000 Penalty: 3328.427734
	Iteration 9Q: 3 clusters Score -2767454 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2767828.000000 Penalty: 3328.427734
	Iteration 10Q: 3 clusters Score -2767828 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2768111.250000 Penalty: 3328.427734
	Iteration 11Q: 3 clusters Score -2768111 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2768255.250000 Penalty: 3328.427734
	Iteration 12Q: 3 clusters Score -2768255 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2768387.000000 Penalty: 3328.427734
	Iteration 13Q: 3 clusters Score -2768387 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2768467.250000 Penalty: 3328.427734
	Iteration 14Q: 3 clusters Score -2768467 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2768538.750000 Penalty: 3328.427734
	Iteration 15Q: 3 clusters Score -2768539 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2768609.500000 Penalty: 3328.427734
	Iteration 16Q: 3 clusters Score -2768610 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2768677.250000 Penalty: 3328.427734
	Iteration 17Q: 3 clusters Score -2768677 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2768748.500000 Penalty: 3328.427734
	Iteration 18Q: 3 clusters Score -2768748 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2768797.500000 Penalty: 3328.427734
	Iteration 19Q: 3 clusters Score -2768798 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2768890.000000 Penalty: 3328.427734
	Iteration 20F: 3 clusters Score -2768890 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2768969.250000 Penalty: 3328.427734
	Iteration 21Q: 3 clusters Score -2768969 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2769052.000000 Penalty: 3328.427734
	Iteration 22Q: 3 clusters Score -2769052 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2769142.250000 Penalty: 3328.427734
	Iteration 23Q: 3 clusters Score -2769142 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2769244.000000 Penalty: 3328.427734
	Iteration 24Q: 3 clusters Score -2769244 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2769370.750000 Penalty: 3328.427734
	Iteration 25Q: 3 clusters Score -2769371 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2769517.500000 Penalty: 3328.427734
	Iteration 26Q: 3 clusters Score -2769518 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2769663.750000 Penalty: 3328.427734
	Iteration 27Q: 3 clusters Score -2769664 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2769832.500000 Penalty: 3328.427734
	Iteration 28Q: 3 clusters Score -2769832 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2770042.500000 Penalty: 3328.427734
	Iteration 29Q: 3 clusters Score -2770042 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -2770323.500000 Penalty: 3328.427734
	Iteration 30Q: 3 clusters Score -2770324 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2770639 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -2770949.750000 Penalty: 3328.427734
	Iteration 32Q: 3 clusters Score -2770950 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -2771248.500000 Penalty: 3328.427734
	Iteration 33Q: 3 clusters Score -2771248 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2771535.500000 Penalty: 3328.427734
	Iteration 34Q: 3 clusters Score -2771536 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2771850 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2772171 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2772533 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2772984 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2773306 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2773409.500000 Penalty: 3328.427734
	Iteration 40F: 3 clusters Score -2773410 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2773473 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2773506 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2773546 nChanged 106
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Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2773582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2773599 nChanged 77
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -2773622.250000 Penalty: 3328.427734
	Iteration 46Q: 3 clusters Score -2773622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -2773625.500000 Penalty: 3328.427734
	Iteration 47Q: 3 clusters Score -2773626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2773639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2773651.250000 Penalty: 3328.427734
	Iteration 49Q: 3 clusters Score -2773651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2773666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2773678.000000 Penalty: 3328.427734
	Iteration 51Q: 3 clusters Score -2773678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2773698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2773702.750000 Penalty: 3328.427734
	Iteration 53Q: 3 clusters Score -2773703 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2773710 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2773726 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2773736 nChanged 87
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Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2773764 nChanged 112
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Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2773806 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2773835 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2773879 nChanged 173
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Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2773956 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2774024 nChanged 215
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -2774111.250000 Penalty: 3328.427734
	Iteration 63Q: 3 clusters Score -2774111 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2774198 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2774296 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2774386 nChanged 240
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Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2774472 nChanged 268
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2774574 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2774686 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2774803 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2774896 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2774982 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2775062 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2775110.250000 Penalty: 3328.427734
	Iteration 74Q: 3 clusters Score -2775110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2775141.000000 Penalty: 3328.427734
	Iteration 75Q: 3 clusters Score -2775141 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2775161.750000 Penalty: 3328.427734
	Iteration 76Q: 3 clusters Score -2775162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2775177.250000 Penalty: 3328.427734
	Iteration 77Q: 3 clusters Score -2775177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2775200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2775216.250000 Penalty: 3328.427734
	Iteration 79Q: 3 clusters Score -2775216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2775255 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2775286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2775301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2775322.000000 Penalty: 3328.427734
	Iteration 83Q: 3 clusters Score -2775322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2775336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2775358 nChanged 97
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Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2775370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2775384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2775393.500000 Penalty: 3328.427734
	Iteration 88Q: 3 clusters Score -2775394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2775406.000000 Penalty: 3328.427734
	Iteration 89Q: 3 clusters Score -2775406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2775412.500000 Penalty: 3328.427734
	Iteration 90Q: 3 clusters Score -2775412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2775428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2775433.750000 Penalty: 3328.427734
	Iteration 92Q: 3 clusters Score -2775434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2775429.000000 Penalty: 3328.427734
	Iteration 93Q: 3 clusters Score -2775429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2775439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2775451.250000 Penalty: 3328.427734
	Iteration 95Q: 3 clusters Score -2775451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2775460.250000 Penalty: 3328.427734
	Iteration 96Q: 3 clusters Score -2775460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2775466.500000 Penalty: 3328.427734
	Iteration 97Q: 3 clusters Score -2775466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2775476.250000 Penalty: 3328.427734
	Iteration 98Q: 3 clusters Score -2775476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2775481.750000 Penalty: 3328.427734
	Iteration 99Q: 3 clusters Score -2775482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2775483.500000 Penalty: 3328.427734
	Iteration 100F: 3 clusters Score -2775484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2775475.250000 Penalty: 3328.427734
	Iteration 101Q: 3 clusters Score -2775475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2775489.250000 Penalty: 3328.427734
	Iteration 102Q: 3 clusters Score -2775489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2775497.250000 Penalty: 3328.427734
	Iteration 103Q: 3 clusters Score -2775497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2775519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2775521.250000 Penalty: 3328.427734
	Iteration 105Q: 3 clusters Score -2775521 nChanged 49
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Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2775519 nChanged 51
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Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2775531.250000 Penalty: 3328.427734
	Iteration 107Q: 3 clusters Score -2775531 nChanged 50
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Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2775535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2775534.500000 Penalty: 3328.427734
	Iteration 109Q: 3 clusters Score -2775534 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2775543.500000 Penalty: 3328.427734
	Iteration 110Q: 3 clusters Score -2775544 nChanged 42
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Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2775538.000000 Penalty: 3328.427734
	Iteration 111Q: 3 clusters Score -2775538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2775546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2775551.500000 Penalty: 3328.427734
	Iteration 113Q: 3 clusters Score -2775552 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2775557.000000 Penalty: 3328.427734
	Iteration 114Q: 3 clusters Score -2775557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2775560 nChanged 34
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Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2775561.500000 Penalty: 3328.427734
	Iteration 116Q: 3 clusters Score -2775562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2775566 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2775558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2775571.000000 Penalty: 3328.427734
	Iteration 119Q: 3 clusters Score -2775571 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2775568.750000 Penalty: 3328.427734
	Iteration 120F: 3 clusters Score -2775569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2775575.500000 Penalty: 3328.427734
	Iteration 121Q: 3 clusters Score -2775576 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2775573.250000 Penalty: 3328.427734
	Iteration 122Q: 3 clusters Score -2775573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2775569.500000 Penalty: 3328.427734
	Iteration 123Q: 3 clusters Score -2775570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2775570.000000 Penalty: 3328.427734
	Iteration 124Q: 3 clusters Score -2775570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2775567.750000 Penalty: 3328.427734
	Iteration 125Q: 3 clusters Score -2775568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2775568.000000 Penalty: 3328.427734
	Iteration 126Q: 3 clusters Score -2775568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2775572.250000 Penalty: 3328.427734
	Iteration 127Q: 3 clusters Score -2775572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2775570.250000 Penalty: 3328.427734
	Iteration 128Q: 3 clusters Score -2775570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2775575.750000 Penalty: 3328.427734
	Iteration 129Q: 3 clusters Score -2775576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2775572.750000 Penalty: 3328.427734
	Iteration 130Q: 3 clusters Score -2775573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2775576.000000 Penalty: 3328.427734
	Iteration 131Q: 3 clusters Score -2775576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2775571.750000 Penalty: 3328.427734
	Iteration 132Q: 3 clusters Score -2775572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2775573.000000 Penalty: 3328.427734
	Iteration 133Q: 3 clusters Score -2775573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2775578.500000 Penalty: 3328.427734
	Iteration 134Q: 3 clusters Score -2775578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2775578.750000 Penalty: 3328.427734
	Iteration 135Q: 3 clusters Score -2775579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2775581.750000 Penalty: 3328.427734
	Iteration 136Q: 3 clusters Score -2775582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2775584.500000 Penalty: 3328.427734
	Iteration 137Q: 3 clusters Score -2775584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2775584.500000 Penalty: 3328.427734
	Iteration 138Q: 3 clusters Score -2775584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2775583.250000 Penalty: 3328.427734
	Iteration 139Q: 3 clusters Score -2775583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2775582.500000 Penalty: 3328.427734
	Iteration 140F: 3 clusters Score -2775582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2775579.000000 Penalty: 3328.427734
	Iteration 141Q: 3 clusters Score -2775579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2775580.000000 Penalty: 3328.427734
	Iteration 142Q: 3 clusters Score -2775580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2775582.250000 Penalty: 3328.427734
	Iteration 143Q: 3 clusters Score -2775582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2775582.250000 Penalty: 3328.427734
	Iteration 144F: 3 clusters Score -2775582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 107458 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 19091 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 13402 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 62734 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4720 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 10711 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 17327 members 
Entering Unmasked Estep 
Score: -52408936.000000 Penalty: 55808.535156
Splitting cluster 24 changes total score from -52406740.000000 to -52408936.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 107458 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 14362 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 19091 members 
Mstep: Class 9 contains 127261 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 5111 members 
Mstep: Class 12 contains 15467 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 15 contains 13402 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 62734 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4720 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 10711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52409848.000000 Penalty: 55808.535156
Iteration 79Q: 27 clusters Score -5.240985e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 107503 members 
Mstep: Class 3 contains 25994 members 
Mstep: Class 4 contains 14396 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 19095 members 
Mstep: Class 9 contains 127285 members 
Mstep: Class 10 contains 2476 members 
Mstep: Class 11 contains 5093 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 2508 members 
Mstep: Class 15 contains 13547 members 
Mstep: Class 16 contains 8142 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 62866 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 837 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4666 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 10677 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 16616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411208.000000 Penalty: 55808.535156
Iteration 80F: 27 clusters Score -5.241121e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 107428 members 
Mstep: Class 3 contains 25958 members 
Mstep: Class 4 contains 14255 members 
Mstep: Class 5 contains 5195 members 
Mstep: Class 6 contains 3369 members 
Mstep: Class 7 contains 20904 members 
Mstep: Class 8 contains 19090 members 
Mstep: Class 9 contains 127173 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 5084 members 
Mstep: Class 12 contains 15458 members 
Mstep: Class 13 contains 13575 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 13465 members 
Mstep: Class 16 contains 8257 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 62685 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4622 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 10744 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 17094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411720.000000 Penalty: 55808.535156
Iteration 81Q: 27 clusters Score -5.241172e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 107359 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 14167 members 
Mstep: Class 5 contains 5138 members 
Mstep: Class 6 contains 3385 members 
Mstep: Class 7 contains 20924 members 
Mstep: Class 8 contains 19083 members 
Mstep: Class 9 contains 127059 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 15448 members 
Mstep: Class 13 contains 13596 members 
Mstep: Class 14 contains 2416 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 8366 members 
Mstep: Class 17 contains 8965 members 
Mstep: Class 18 contains 62538 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 833 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 4589 members 
Mstep: Class 23 contains 3182 members 
Mstep: Class 24 contains 10848 members 
Mstep: Class 25 contains 2604 members 
Mstep: Class 26 contains 17356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411860.000000 Penalty: 55808.535156
Iteration 82Q: 27 clusters Score -5.241186e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 107310 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 14102 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 20934 members 
Mstep: Class 8 contains 19082 members 
Mstep: Class 9 contains 127000 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 5076 members 
Mstep: Class 12 contains 15438 members 
Mstep: Class 13 contains 13613 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 8471 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 62381 members 
Mstep: Class 19 contains 5987 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 2682 members 
Mstep: Class 26 contains 17546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411948.000000 Penalty: 55808.535156
Iteration 83Q: 27 clusters Score -5.241195e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 107278 members 
Mstep: Class 3 contains 25976 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 20952 members 
Mstep: Class 8 contains 19082 members 
Mstep: Class 9 contains 126971 members 
Mstep: Class 10 contains 2634 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 12 contains 15432 members 
Mstep: Class 13 contains 13625 members 
Mstep: Class 14 contains 2345 members 
Mstep: Class 15 contains 13333 members 
Mstep: Class 16 contains 8545 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 62233 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 825 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 4507 members 
Mstep: Class 23 contains 3185 members 
Mstep: Class 24 contains 10984 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 17724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412152.000000 Penalty: 55808.535156
Iteration 84Q: 27 clusters Score -5.241215e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 107259 members 
Mstep: Class 3 contains 25985 members 
Mstep: Class 4 contains 14009 members 
Mstep: Class 5 contains 4987 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 19083 members 
Mstep: Class 9 contains 126922 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 15427 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 8622 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 62102 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 11033 members 
Mstep: Class 25 contains 2794 members 
Mstep: Class 26 contains 17862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412104.000000 Penalty: 55808.535156
Iteration 85Q: 27 clusters Score -5.24121e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 107223 members 
Mstep: Class 3 contains 25990 members 
Mstep: Class 4 contains 13989 members 
Mstep: Class 5 contains 4943 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 20986 members 
Mstep: Class 8 contains 19079 members 
Mstep: Class 9 contains 126878 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 15429 members 
Mstep: Class 13 contains 13653 members 
Mstep: Class 14 contains 2288 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 62030 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 11072 members 
Mstep: Class 25 contains 2838 members 
Mstep: Class 26 contains 17937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412156.000000 Penalty: 55808.535156
Iteration 86Q: 27 clusters Score -5.241216e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 107184 members 
Mstep: Class 3 contains 25993 members 
Mstep: Class 4 contains 13973 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 19077 members 
Mstep: Class 9 contains 126842 members 
Mstep: Class 10 contains 2713 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 15441 members 
Mstep: Class 13 contains 13661 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 61969 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 822 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 4430 members 
Mstep: Class 23 contains 3190 members 
Mstep: Class 24 contains 11101 members 
Mstep: Class 25 contains 2879 members 
Mstep: Class 26 contains 17996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412184.000000 Penalty: 55808.535156
Iteration 87Q: 27 clusters Score -5.241218e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 107143 members 
Mstep: Class 3 contains 25991 members 
Mstep: Class 4 contains 13962 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 3490 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 19075 members 
Mstep: Class 9 contains 126797 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15449 members 
Mstep: Class 13 contains 13671 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61918 members 
Mstep: Class 19 contains 5989 members 
Mstep: Class 20 contains 820 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 4408 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 11127 members 
Mstep: Class 25 contains 2916 members 
Mstep: Class 26 contains 18044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412140.000000 Penalty: 55808.535156
Iteration 88Q: 27 clusters Score -5.241214e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 107114 members 
Mstep: Class 3 contains 25986 members 
Mstep: Class 4 contains 13952 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 21013 members 
Mstep: Class 8 contains 19071 members 
Mstep: Class 9 contains 126782 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 15458 members 
Mstep: Class 13 contains 13690 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 8852 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61865 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 11152 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 18073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412404.000000 Penalty: 55808.535156
Iteration 89Q: 27 clusters Score -5.24124e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 107070 members 
Mstep: Class 3 contains 25980 members 
Mstep: Class 4 contains 13936 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 21021 members 
Mstep: Class 8 contains 19069 members 
Mstep: Class 9 contains 126763 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 15457 members 
Mstep: Class 13 contains 13707 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61827 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 815 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 4372 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 11168 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 18102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412388.000000 Penalty: 55808.535156
Iteration 90Q: 27 clusters Score -5.241239e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 107027 members 
Mstep: Class 3 contains 25983 members 
Mstep: Class 4 contains 13925 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 19069 members 
Mstep: Class 9 contains 126752 members 
Mstep: Class 10 contains 2787 members 
Mstep: Class 11 contains 5076 members 
Mstep: Class 12 contains 15459 members 
Mstep: Class 13 contains 13717 members 
Mstep: Class 14 contains 2176 members 
Mstep: Class 15 contains 13329 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61784 members 
Mstep: Class 19 contains 5986 members 
Mstep: Class 20 contains 812 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 4358 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 18132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412460.000000 Penalty: 55808.535156
Iteration 91Q: 27 clusters Score -5.241246e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 107006 members 
Mstep: Class 3 contains 25984 members 
Mstep: Class 4 contains 13922 members 
Mstep: Class 5 contains 4723 members 
Mstep: Class 6 contains 3585 members 
Mstep: Class 7 contains 21039 members 
Mstep: Class 8 contains 19067 members 
Mstep: Class 9 contains 126750 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 15459 members 
Mstep: Class 13 contains 13717 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 13338 members 
Mstep: Class 16 contains 9012 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 61754 members 
Mstep: Class 19 contains 5983 members 
Mstep: Class 20 contains 811 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4349 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 11199 members 
Mstep: Class 25 contains 3006 members 
Mstep: Class 26 contains 18148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412496.000000 Penalty: 55808.535156
Iteration 92Q: 27 clusters Score -5.24125e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 106978 members 
Mstep: Class 3 contains 25988 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 21049 members 
Mstep: Class 8 contains 19067 members 
Mstep: Class 9 contains 126753 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 5075 members 
Mstep: Class 12 contains 15460 members 
Mstep: Class 13 contains 13718 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61729 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 810 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4343 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 11211 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 18147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412604.000000 Penalty: 55808.535156
Iteration 93Q: 27 clusters Score -5.24126e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 106949 members 
Mstep: Class 3 contains 25992 members 
Mstep: Class 4 contains 13917 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 21055 members 
Mstep: Class 8 contains 19062 members 
Mstep: Class 9 contains 126747 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 15460 members 
Mstep: Class 13 contains 13722 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 13345 members 
Mstep: Class 16 contains 9100 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61713 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4337 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 11216 members 
Mstep: Class 25 contains 3035 members 
Mstep: Class 26 contains 18158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412556.000000 Penalty: 55808.535156
Iteration 94Q: 27 clusters Score -5.241256e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 106926 members 
Mstep: Class 3 contains 25997 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 21071 members 
Mstep: Class 8 contains 19058 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 15460 members 
Mstep: Class 13 contains 13725 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 13343 members 
Mstep: Class 16 contains 9141 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 61694 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 807 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 11219 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 18166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412620.000000 Penalty: 55808.535156
Iteration 95Q: 27 clusters Score -5.241262e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 106892 members 
Mstep: Class 3 contains 25993 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 4614 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 21076 members 
Mstep: Class 8 contains 19058 members 
Mstep: Class 9 contains 126752 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 15460 members 
Mstep: Class 13 contains 13737 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 13340 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61684 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 4327 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 11218 members 
Mstep: Class 25 contains 3064 members 
Mstep: Class 26 contains 18169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412660.000000 Penalty: 55808.535156
Iteration 96Q: 27 clusters Score -5.241266e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 106867 members 
Mstep: Class 3 contains 25988 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 4583 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 21088 members 
Mstep: Class 8 contains 19054 members 
Mstep: Class 9 contains 126762 members 
Mstep: Class 10 contains 2825 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 12 contains 15459 members 
Mstep: Class 13 contains 13732 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 13344 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61670 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 4321 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 11219 members 
Mstep: Class 25 contains 3079 members 
Mstep: Class 26 contains 18172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412916.000000 Penalty: 55808.535156
Iteration 97Q: 27 clusters Score -5.241292e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 106835 members 
Mstep: Class 3 contains 25988 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 19055 members 
Mstep: Class 9 contains 126772 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 13 contains 13729 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 13346 members 
Mstep: Class 16 contains 9246 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 61663 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 806 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 11219 members 
Mstep: Class 25 contains 3089 members 
Mstep: Class 26 contains 18171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412864.000000 Penalty: 55808.535156
Iteration 98Q: 27 clusters Score -5.241286e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 106808 members 
Mstep: Class 3 contains 25989 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 3725 members 
Mstep: Class 7 contains 21093 members 
Mstep: Class 8 contains 19055 members 
Mstep: Class 9 contains 126766 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 5082 members 
Mstep: Class 12 contains 15465 members 
Mstep: Class 13 contains 13727 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 13347 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 8946 members 
Mstep: Class 18 contains 61660 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 11219 members 
Mstep: Class 25 contains 3096 members 
Mstep: Class 26 contains 18178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412816.000000 Penalty: 55808.535156
Iteration 99Q: 27 clusters Score -5.241282e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 106793 members 
Mstep: Class 3 contains 25985 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4528 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 7 contains 21095 members 
Mstep: Class 8 contains 19053 members 
Mstep: Class 9 contains 126754 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5082 members 
Mstep: Class 12 contains 15473 members 
Mstep: Class 13 contains 13719 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61656 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 11219 members 
Mstep: Class 25 contains 3103 members 
Mstep: Class 26 contains 18184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412832.000000 Penalty: 55808.535156
Iteration 100F: 27 clusters Score -5.241283e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 106782 members 
Mstep: Class 3 contains 25981 members 
Mstep: Class 4 contains 13904 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 21096 members 
Mstep: Class 8 contains 19051 members 
Mstep: Class 9 contains 126749 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 15473 members 
Mstep: Class 13 contains 13714 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 13350 members 
Mstep: Class 16 contains 9314 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 61655 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 3205 members 
Mstep: Class 24 contains 11219 members 
Mstep: Class 25 contains 3112 members 
Mstep: Class 26 contains 18191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412924.000000 Penalty: 55808.535156
Iteration 101Q: 27 clusters Score -5.241292e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 106769 members 
Mstep: Class 3 contains 25977 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3780 members 
Mstep: Class 7 contains 21103 members 
Mstep: Class 8 contains 19051 members 
Mstep: Class 9 contains 126744 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5076 members 
Mstep: Class 12 contains 15475 members 
Mstep: Class 13 contains 13713 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 13357 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 61647 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 3207 members 
Mstep: Class 24 contains 11220 members 
Mstep: Class 25 contains 3119 members 
Mstep: Class 26 contains 18195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412912.000000 Penalty: 55808.535156
Iteration 102Q: 27 clusters Score -5.241291e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 106757 members 
Mstep: Class 3 contains 25978 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 4484 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 21103 members 
Mstep: Class 8 contains 19050 members 
Mstep: Class 9 contains 126735 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5080 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 13710 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 13360 members 
Mstep: Class 16 contains 9337 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 61642 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 3129 members 
Mstep: Class 26 contains 18202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412916.000000 Penalty: 55808.535156
Iteration 103Q: 27 clusters Score -5.241292e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 106753 members 
Mstep: Class 3 contains 25975 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 3821 members 
Mstep: Class 7 contains 21104 members 
Mstep: Class 8 contains 19049 members 
Mstep: Class 9 contains 126734 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5080 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 13702 members 
Mstep: Class 14 contains 1992 members 
Mstep: Class 15 contains 13359 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 61633 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11222 members 
Mstep: Class 25 contains 3144 members 
Mstep: Class 26 contains 18213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412892.000000 Penalty: 55808.535156
Iteration 104Q: 27 clusters Score -5.241289e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 106741 members 
Mstep: Class 3 contains 25972 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 4450 members 
Mstep: Class 6 contains 3839 members 
Mstep: Class 7 contains 21108 members 
Mstep: Class 8 contains 19046 members 
Mstep: Class 9 contains 126739 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5082 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 13697 members 
Mstep: Class 14 contains 1983 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 9362 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 61632 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11225 members 
Mstep: Class 25 contains 3155 members 
Mstep: Class 26 contains 18217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412924.000000 Penalty: 55808.535156
Iteration 105Q: 27 clusters Score -5.241292e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 106727 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 6 contains 3865 members 
Mstep: Class 7 contains 21113 members 
Mstep: Class 8 contains 19046 members 
Mstep: Class 9 contains 126746 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 13691 members 
Mstep: Class 14 contains 1975 members 
Mstep: Class 15 contains 13344 members 
Mstep: Class 16 contains 9374 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 61622 members 
Mstep: Class 19 contains 5979 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11228 members 
Mstep: Class 25 contains 3163 members 
Mstep: Class 26 contains 18220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412888.000000 Penalty: 55808.535156
Iteration 106Q: 27 clusters Score -5.241289e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 106713 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 21118 members 
Mstep: Class 8 contains 19046 members 
Mstep: Class 9 contains 126753 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 15479 members 
Mstep: Class 13 contains 13685 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 13339 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61618 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11229 members 
Mstep: Class 25 contains 3170 members 
Mstep: Class 26 contains 18224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412924.000000 Penalty: 55808.535156
Iteration 107Q: 27 clusters Score -5.241292e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 106694 members 
Mstep: Class 3 contains 25961 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 21128 members 
Mstep: Class 8 contains 19044 members 
Mstep: Class 9 contains 126752 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 15478 members 
Mstep: Class 13 contains 13679 members 
Mstep: Class 14 contains 1946 members 
Mstep: Class 15 contains 13332 members 
Mstep: Class 16 contains 9406 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 61613 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11232 members 
Mstep: Class 25 contains 3175 members 
Mstep: Class 26 contains 18227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412940.000000 Penalty: 55808.535156
Iteration 108Q: 27 clusters Score -5.241294e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 106679 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13904 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 21134 members 
Mstep: Class 8 contains 19041 members 
Mstep: Class 9 contains 126750 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 15480 members 
Mstep: Class 13 contains 13673 members 
Mstep: Class 14 contains 1944 members 
Mstep: Class 15 contains 13325 members 
Mstep: Class 16 contains 9411 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61609 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11233 members 
Mstep: Class 25 contains 3180 members 
Mstep: Class 26 contains 18228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413028.000000 Penalty: 55808.535156
Iteration 109Q: 27 clusters Score -5.241303e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 106644 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 21138 members 
Mstep: Class 8 contains 19041 members 
Mstep: Class 9 contains 126748 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 15487 members 
Mstep: Class 13 contains 13665 members 
Mstep: Class 14 contains 1942 members 
Mstep: Class 15 contains 13319 members 
Mstep: Class 16 contains 9419 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61607 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11233 members 
Mstep: Class 25 contains 3189 members 
Mstep: Class 26 contains 18230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413100.000000 Penalty: 55808.535156
Iteration 110Q: 27 clusters Score -5.24131e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 106613 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13903 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 4114 members 
Mstep: Class 7 contains 21138 members 
Mstep: Class 8 contains 19042 members 
Mstep: Class 9 contains 126749 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 15492 members 
Mstep: Class 13 contains 13650 members 
Mstep: Class 14 contains 1935 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 9430 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61607 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 11234 members 
Mstep: Class 25 contains 3196 members 
Mstep: Class 26 contains 18231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413084.000000 Penalty: 55808.535156
Iteration 111Q: 27 clusters Score -5.241308e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 106579 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 4168 members 
Mstep: Class 7 contains 21136 members 
Mstep: Class 8 contains 19044 members 
Mstep: Class 9 contains 126754 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 15494 members 
Mstep: Class 13 contains 13638 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61607 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 3198 members 
Mstep: Class 26 contains 18231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413088.000000 Penalty: 55808.535156
Iteration 112Q: 27 clusters Score -5.241309e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 106549 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 7 contains 21135 members 
Mstep: Class 8 contains 19042 members 
Mstep: Class 9 contains 126754 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 15498 members 
Mstep: Class 13 contains 13625 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 9462 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61606 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 3201 members 
Mstep: Class 26 contains 18230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413024.000000 Penalty: 55808.535156
Iteration 113Q: 27 clusters Score -5.241302e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 106519 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 13902 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 4292 members 
Mstep: Class 7 contains 21136 members 
Mstep: Class 8 contains 19041 members 
Mstep: Class 9 contains 126756 members 
Mstep: Class 10 contains 2828 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 15503 members 
Mstep: Class 13 contains 13611 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 9479 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 61608 members 
Mstep: Class 19 contains 5973 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 3205 members 
Mstep: Class 26 contains 18231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413052.000000 Penalty: 55808.535156
Iteration 114Q: 27 clusters Score -5.241305e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 106494 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 13903 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 4343 members 
Mstep: Class 7 contains 21138 members 
Mstep: Class 8 contains 19041 members 
Mstep: Class 9 contains 126754 members 
Mstep: Class 10 contains 2829 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 15507 members 
Mstep: Class 13 contains 13602 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9490 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 61606 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4319 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 3210 members 
Mstep: Class 26 contains 18232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413088.000000 Penalty: 55808.535156
Iteration 115Q: 27 clusters Score -5.241309e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 106470 members 
Mstep: Class 3 contains 25965 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 21141 members 
Mstep: Class 8 contains 19042 members 
Mstep: Class 9 contains 126757 members 
Mstep: Class 10 contains 2830 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 15505 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9497 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 61604 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4318 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 3213 members 
Mstep: Class 26 contains 18232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413144.000000 Penalty: 55808.535156
Iteration 116Q: 27 clusters Score -5.241314e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 106448 members 
Mstep: Class 3 contains 25965 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 21139 members 
Mstep: Class 8 contains 19041 members 
Mstep: Class 9 contains 126759 members 
Mstep: Class 10 contains 2832 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 15510 members 
Mstep: Class 13 contains 13573 members 
Mstep: Class 14 contains 1902 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 61606 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4316 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11236 members 
Mstep: Class 25 contains 3215 members 
Mstep: Class 26 contains 18235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413088.000000 Penalty: 55808.535156
Iteration 117Q: 27 clusters Score -5.241309e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 106427 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13905 members 
Mstep: Class 5 contains 4120 members 
Mstep: Class 6 contains 4471 members 
Mstep: Class 7 contains 21139 members 
Mstep: Class 8 contains 19040 members 
Mstep: Class 9 contains 126758 members 
Mstep: Class 10 contains 2833 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 13559 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61606 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11237 members 
Mstep: Class 25 contains 3218 members 
Mstep: Class 26 contains 18237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413024.000000 Penalty: 55808.535156
Iteration 118Q: 27 clusters Score -5.241302e+07 nChanged 155
Entering ConstructFrom: 
Score: -52413024.000000 Penalty: 55808.535156
Entering ConstructFrom: 
Trying to split cluster 1 (43446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Entering Unmasked Estep 
Score: -4327625.500000 Penalty: 1735.381958
	Iteration 0F: 2 clusters Score -4327626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4298619.000000 Penalty: 3470.763916
	Iteration 0F: 3 clusters Score -4298619 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -4309929.500000 Penalty: 3470.763916
	Iteration 1F: 3 clusters Score -4309930 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4310420.000000 Penalty: 3470.763916
	Iteration 2Q: 3 clusters Score -4310420 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4310968.500000 Penalty: 3470.763916
	Iteration 3Q: 3 clusters Score -4310968 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4311691.500000 Penalty: 3470.763916
	Iteration 4Q: 3 clusters Score -4311692 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4312610.500000 Penalty: 3470.763916
	Iteration 5Q: 3 clusters Score -4312610 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4313794.500000 Penalty: 3470.763916
	Iteration 6F: 3 clusters Score -4313794 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4315290.500000 Penalty: 3470.763916
	Iteration 7F: 3 clusters Score -4315290 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4316936.000000 Penalty: 3470.763916
	Iteration 8F: 3 clusters Score -4316936 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4318547.500000 Penalty: 3470.763916
	Iteration 9F: 3 clusters Score -4318548 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4319931.500000 Penalty: 3470.763916
	Iteration 10Q: 3 clusters Score -4319932 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4321110.000000 Penalty: 3470.763916
	Iteration 11Q: 3 clusters Score -4321110 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -4321906.000000 Penalty: 3470.763916
	Iteration 12Q: 3 clusters Score -4321906 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4322440.500000 Penalty: 3470.763916
	Iteration 13Q: 3 clusters Score -4322440 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4322762.000000 Penalty: 3470.763916
	Iteration 14Q: 3 clusters Score -4322762 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4322998.000000 Penalty: 3470.763916
	Iteration 15Q: 3 clusters Score -4322998 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4323176.000000 Penalty: 3470.763916
	Iteration 16Q: 3 clusters Score -4323176 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -4323316.000000 Penalty: 3470.763916
	Iteration 17Q: 3 clusters Score -4323316 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -4323454.000000 Penalty: 3470.763916
	Iteration 18Q: 3 clusters Score -4323454 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4323584.500000 Penalty: 3470.763916
	Iteration 19Q: 3 clusters Score -4323584 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4323701.000000 Penalty: 3470.763916
	Iteration 20F: 3 clusters Score -4323701 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -4323815.000000 Penalty: 3470.763916
	Iteration 21Q: 3 clusters Score -4323815 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -4323977.000000 Penalty: 3470.763916
	Iteration 22Q: 3 clusters Score -4323977 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4324126.000000 Penalty: 3470.763916
	Iteration 23Q: 3 clusters Score -4324126 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4324290.500000 Penalty: 3470.763916
	Iteration 24Q: 3 clusters Score -4324290 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -4324428.500000 Penalty: 3470.763916
	Iteration 25Q: 3 clusters Score -4324428 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4324563.000000 Penalty: 3470.763916
	Iteration 26Q: 3 clusters Score -4324563 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4324709.500000 Penalty: 3470.763916
	Iteration 27Q: 3 clusters Score -4324710 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4324865.000000 Penalty: 3470.763916
	Iteration 28Q: 3 clusters Score -4324865 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4324993.500000 Penalty: 3470.763916
	Iteration 29Q: 3 clusters Score -4324994 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4325142.500000 Penalty: 3470.763916
	Iteration 30Q: 3 clusters Score -4325142 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4325281.500000 Penalty: 3470.763916
	Iteration 31Q: 3 clusters Score -4325282 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4325410.500000 Penalty: 3470.763916
	Iteration 32Q: 3 clusters Score -4325410 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4325526.000000 Penalty: 3470.763916
	Iteration 33Q: 3 clusters Score -4325526 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4325649.500000 Penalty: 3470.763916
	Iteration 34Q: 3 clusters Score -4325650 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4325741.500000 Penalty: 3470.763916
	Iteration 35Q: 3 clusters Score -4325742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4325823.000000 Penalty: 3470.763916
	Iteration 36Q: 3 clusters Score -4325823 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4325877.500000 Penalty: 3470.763916
	Iteration 37Q: 3 clusters Score -4325878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4325921.500000 Penalty: 3470.763916
	Iteration 38Q: 3 clusters Score -4325922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4325958.500000 Penalty: 3470.763916
	Iteration 39Q: 3 clusters Score -4325958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4325992.500000 Penalty: 3470.763916
	Iteration 40F: 3 clusters Score -4325992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4326014.500000 Penalty: 3470.763916
	Iteration 41Q: 3 clusters Score -4326014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4326048.500000 Penalty: 3470.763916
	Iteration 42Q: 3 clusters Score -4326048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4326087.000000 Penalty: 3470.763916
	Iteration 43Q: 3 clusters Score -4326087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4326108.000000 Penalty: 3470.763916
	Iteration 44Q: 3 clusters Score -4326108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4326121.000000 Penalty: 3470.763916
	Iteration 45Q: 3 clusters Score -4326121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4326128.500000 Penalty: 3470.763916
	Iteration 46Q: 3 clusters Score -4326128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4326139.500000 Penalty: 3470.763916
	Iteration 47Q: 3 clusters Score -4326140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4326151.500000 Penalty: 3470.763916
	Iteration 48Q: 3 clusters Score -4326152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4326151.500000 Penalty: 3470.763916
	Iteration 49Q: 3 clusters Score -4326152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4326163.500000 Penalty: 3470.763916
	Iteration 50Q: 3 clusters Score -4326164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4326176.000000 Penalty: 3470.763916
	Iteration 51Q: 3 clusters Score -4326176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4326178.500000 Penalty: 3470.763916
	Iteration 52Q: 3 clusters Score -4326178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4326181.000000 Penalty: 3470.763916
	Iteration 53Q: 3 clusters Score -4326181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4326177.000000 Penalty: 3470.763916
	Iteration 54Q: 3 clusters Score -4326177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4326181.000000 Penalty: 3470.763916
	Iteration 55Q: 3 clusters Score -4326181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4326184.000000 Penalty: 3470.763916
	Iteration 56Q: 3 clusters Score -4326184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4326185.000000 Penalty: 3470.763916
	Iteration 57Q: 3 clusters Score -4326185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4326189.500000 Penalty: 3470.763916
	Iteration 58Q: 3 clusters Score -4326190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4326189.500000 Penalty: 3470.763916
	Iteration 59Q: 3 clusters Score -4326190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4326189.500000 Penalty: 3470.763916
	Iteration 60F: 3 clusters Score -4326190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106410 members 
Entering Unmasked Estep 
Score: -10549694.000000 Penalty: 1880.946411
	Iteration 0F: 2 clusters Score -1.054969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -10479164.000000 Penalty: 3761.892822
	Iteration 0F: 3 clusters Score -1.047916e+07 nChanged 50882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -10509585.000000 Penalty: 3761.892822
	Iteration 1F: 3 clusters Score -1.050958e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -10511212.000000 Penalty: 3761.892822
	Iteration 2Q: 3 clusters Score -1.051121e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -10514357.000000 Penalty: 3761.892822
	Iteration 3F: 3 clusters Score -1.051436e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -10520171.000000 Penalty: 3761.892822
	Iteration 4F: 3 clusters Score -1.052017e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -10529364.000000 Penalty: 3761.892822
	Iteration 5F: 3 clusters Score -1.052936e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -10539214.000000 Penalty: 3761.892822
	Iteration 6F: 3 clusters Score -1.053921e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -10545267.000000 Penalty: 3761.892822
	Iteration 7F: 3 clusters Score -1.054527e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 105651 members 
Entering Unmasked Estep 
Score: -10547243.000000 Penalty: 3761.892822
	Iteration 8Q: 3 clusters Score -1.054724e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 106173 members 
Entering Unmasked Estep 
Score: -10547776.000000 Penalty: 3761.892822
	Iteration 9Q: 3 clusters Score -1.054778e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -10547896.000000 Penalty: 3761.892822
	Iteration 10Q: 3 clusters Score -1.05479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 106269 members 
Entering Unmasked Estep 
Score: -10547931.000000 Penalty: 3761.892822
	Iteration 11Q: 3 clusters Score -1.054793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -10547964.000000 Penalty: 3761.892822
	Iteration 12Q: 3 clusters Score -1.054796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -10547990.000000 Penalty: 3761.892822
	Iteration 13Q: 3 clusters Score -1.054799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -10547992.000000 Penalty: 3761.892822
	Iteration 14Q: 3 clusters Score -1.054799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -10547992.000000 Penalty: 3761.892822
	Iteration 15Q: 3 clusters Score -1.054799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -10547992.000000 Penalty: 3761.892822
	Iteration 16F: 3 clusters Score -1.054799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Entering Unmasked Estep 
Score: -2541084.250000 Penalty: 1651.725708
	Iteration 0F: 2 clusters Score -2541084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2523504.750000 Penalty: 3303.451416
	Iteration 0F: 3 clusters Score -2523505 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2530568.250000 Penalty: 3303.451416
	Iteration 1F: 3 clusters Score -2530568 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2531514.500000 Penalty: 3303.451416
	Iteration 2F: 3 clusters Score -2531514 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2532642.500000 Penalty: 3303.451416
	Iteration 3F: 3 clusters Score -2532642 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2533888.250000 Penalty: 3303.451416
	Iteration 4F: 3 clusters Score -2533888 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2535236.500000 Penalty: 3303.451416
	Iteration 5F: 3 clusters Score -2535236 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2536586.250000 Penalty: 3303.451416
	Iteration 6F: 3 clusters Score -2536586 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2537522.750000 Penalty: 3303.451416
	Iteration 7F: 3 clusters Score -2537523 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2538077.750000 Penalty: 3303.451416
	Iteration 8Q: 3 clusters Score -2538078 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2538442.750000 Penalty: 3303.451416
	Iteration 9Q: 3 clusters Score -2538443 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2538674.250000 Penalty: 3303.451416
	Iteration 10Q: 3 clusters Score -2538674 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2538887.500000 Penalty: 3303.451416
	Iteration 11Q: 3 clusters Score -2538888 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2539083.000000 Penalty: 3303.451416
	Iteration 12Q: 3 clusters Score -2539083 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2539270.500000 Penalty: 3303.451416
	Iteration 13Q: 3 clusters Score -2539270 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2539389.250000 Penalty: 3303.451416
	Iteration 14Q: 3 clusters Score -2539389 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2539489.500000 Penalty: 3303.451416
	Iteration 15Q: 3 clusters Score -2539490 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2539588.750000 Penalty: 3303.451416
	Iteration 16Q: 3 clusters Score -2539589 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2539653.250000 Penalty: 3303.451416
	Iteration 17Q: 3 clusters Score -2539653 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2539713.750000 Penalty: 3303.451416
	Iteration 18Q: 3 clusters Score -2539714 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2539786.750000 Penalty: 3303.451416
	Iteration 19Q: 3 clusters Score -2539787 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2539824.250000 Penalty: 3303.451416
	Iteration 20F: 3 clusters Score -2539824 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2539875.000000 Penalty: 3303.451416
	Iteration 21Q: 3 clusters Score -2539875 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2539896.750000 Penalty: 3303.451416
	Iteration 22Q: 3 clusters Score -2539897 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2539906.250000 Penalty: 3303.451416
	Iteration 23Q: 3 clusters Score -2539906 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2539926.750000 Penalty: 3303.451416
	Iteration 24Q: 3 clusters Score -2539927 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2539932.750000 Penalty: 3303.451416
	Iteration 25Q: 3 clusters Score -2539933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2539951.000000 Penalty: 3303.451416
	Iteration 26Q: 3 clusters Score -2539951 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2539958.250000 Penalty: 3303.451416
	Iteration 27Q: 3 clusters Score -2539958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2539973.000000 Penalty: 3303.451416
	Iteration 28Q: 3 clusters Score -2539973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2539980.000000 Penalty: 3303.451416
	Iteration 29Q: 3 clusters Score -2539980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2539978.750000 Penalty: 3303.451416
	Iteration 30Q: 3 clusters Score -2539979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2539976.500000 Penalty: 3303.451416
	Iteration 31Q: 3 clusters Score -2539976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2539976.250000 Penalty: 3303.451416
	Iteration 32Q: 3 clusters Score -2539976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2539984.250000 Penalty: 3303.451416
	Iteration 33Q: 3 clusters Score -2539984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2539994.000000 Penalty: 3303.451416
	Iteration 34Q: 3 clusters Score -2539994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2539993.000000 Penalty: 3303.451416
	Iteration 35Q: 3 clusters Score -2539993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2539994.000000 Penalty: 3303.451416
	Iteration 36Q: 3 clusters Score -2539994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2539994.250000 Penalty: 3303.451416
	Iteration 37Q: 3 clusters Score -2539994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2539992.750000 Penalty: 3303.451416
	Iteration 38Q: 3 clusters Score -2539993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2539994.750000 Penalty: 3303.451416
	Iteration 39Q: 3 clusters Score -2539995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2539998.250000 Penalty: 3303.451416
	Iteration 40F: 3 clusters Score -2539998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2540004.250000 Penalty: 3303.451416
	Iteration 41Q: 3 clusters Score -2540004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2540002.500000 Penalty: 3303.451416
	Iteration 42Q: 3 clusters Score -2540002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2539995.250000 Penalty: 3303.451416
	Iteration 43Q: 3 clusters Score -2539995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2540005.000000 Penalty: 3303.451416
	Iteration 44Q: 3 clusters Score -2540005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2540006.000000 Penalty: 3303.451416
	Iteration 45Q: 3 clusters Score -2540006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2540012.500000 Penalty: 3303.451416
	Iteration 46Q: 3 clusters Score -2540012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2540006.000000 Penalty: 3303.451416
	Iteration 47Q: 3 clusters Score -2540006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2540009.750000 Penalty: 3303.451416
	Iteration 48Q: 3 clusters Score -2540010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2540007.000000 Penalty: 3303.451416
	Iteration 49Q: 3 clusters Score -2540007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2540006.000000 Penalty: 3303.451416
	Iteration 50Q: 3 clusters Score -2540006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2540009.250000 Penalty: 3303.451416
	Iteration 51Q: 3 clusters Score -2540009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2540010.750000 Penalty: 3303.451416
	Iteration 52Q: 3 clusters Score -2540011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2540008.500000 Penalty: 3303.451416
	Iteration 53Q: 3 clusters Score -2540008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2540012.750000 Penalty: 3303.451416
	Iteration 54Q: 3 clusters Score -2540013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2540009.250000 Penalty: 3303.451416
	Iteration 55Q: 3 clusters Score -2540009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2540007.250000 Penalty: 3303.451416
	Iteration 56Q: 3 clusters Score -2540007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2540010.000000 Penalty: 3303.451416
	Iteration 57Q: 3 clusters Score -2540010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2540012.500000 Penalty: 3303.451416
	Iteration 58Q: 3 clusters Score -2540012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2540011.250000 Penalty: 3303.451416
	Iteration 59Q: 3 clusters Score -2540011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2540011.500000 Penalty: 3303.451416
	Iteration 60F: 3 clusters Score -2540012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2540011.000000 Penalty: 3303.451416
	Iteration 61Q: 3 clusters Score -2540011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2540009.750000 Penalty: 3303.451416
	Iteration 62Q: 3 clusters Score -2540010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2540012.000000 Penalty: 3303.451416
	Iteration 63Q: 3 clusters Score -2540012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2540012.500000 Penalty: 3303.451416
	Iteration 64Q: 3 clusters Score -2540012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2540012.250000 Penalty: 3303.451416
	Iteration 65Q: 3 clusters Score -2540012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2540012.250000 Penalty: 3303.451416
	Iteration 66F: 3 clusters Score -2540012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Entering Unmasked Estep 
Score: -1374508.125000 Penalty: 1550.239014
	Iteration 0F: 2 clusters Score -1374508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1364768.125000 Penalty: 3100.478027
	Iteration 0F: 3 clusters Score -1364768 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1368033.000000 Penalty: 3100.478027
	Iteration 1F: 3 clusters Score -1368033 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1368294.375000 Penalty: 3100.478027
	Iteration 2F: 3 clusters Score -1368294 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1368511.000000 Penalty: 3100.478027
	Iteration 3Q: 3 clusters Score -1368511 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1368691.875000 Penalty: 3100.478027
	Iteration 4Q: 3 clusters Score -1368692 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1368870.625000 Penalty: 3100.478027
	Iteration 5Q: 3 clusters Score -1368871 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1369081.250000 Penalty: 3100.478027
	Iteration 6Q: 3 clusters Score -1369081 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1369314.875000 Penalty: 3100.478027
	Iteration 7Q: 3 clusters Score -1369315 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1369661.750000 Penalty: 3100.478027
	Iteration 8Q: 3 clusters Score -1369662 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1370059.250000 Penalty: 3100.478027
	Iteration 9F: 3 clusters Score -1370059 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1370506.875000 Penalty: 3100.478027
	Iteration 10F: 3 clusters Score -1370507 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1371047.125000 Penalty: 3100.478027
	Iteration 11F: 3 clusters Score -1371047 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1371595.250000 Penalty: 3100.478027
	Iteration 12Q: 3 clusters Score -1371595 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1372151.375000 Penalty: 3100.478027
	Iteration 13Q: 3 clusters Score -1372151 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1372509.250000 Penalty: 3100.478027
	Iteration 14Q: 3 clusters Score -1372509 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1372655.500000 Penalty: 3100.478027
	Iteration 15Q: 3 clusters Score -1372656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1372767.000000 Penalty: 3100.478027
	Iteration 16Q: 3 clusters Score -1372767 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1372860.000000 Penalty: 3100.478027
	Iteration 17Q: 3 clusters Score -1372860 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1372902.875000 Penalty: 3100.478027
	Iteration 18Q: 3 clusters Score -1372903 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1372942.500000 Penalty: 3100.478027
	Iteration 19Q: 3 clusters Score -1372942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1372966.875000 Penalty: 3100.478027
	Iteration 20F: 3 clusters Score -1372967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1372996.625000 Penalty: 3100.478027
	Iteration 21Q: 3 clusters Score -1372997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1373026.250000 Penalty: 3100.478027
	Iteration 22Q: 3 clusters Score -1373026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1373045.500000 Penalty: 3100.478027
	Iteration 23Q: 3 clusters Score -1373046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1373060.375000 Penalty: 3100.478027
	Iteration 24Q: 3 clusters Score -1373060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1373083.000000 Penalty: 3100.478027
	Iteration 25Q: 3 clusters Score -1373083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1373110.250000 Penalty: 3100.478027
	Iteration 26Q: 3 clusters Score -1373110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1373134.625000 Penalty: 3100.478027
	Iteration 27Q: 3 clusters Score -1373135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1373152.500000 Penalty: 3100.478027
	Iteration 28Q: 3 clusters Score -1373152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1373163.000000 Penalty: 3100.478027
	Iteration 29Q: 3 clusters Score -1373163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1373171.375000 Penalty: 3100.478027
	Iteration 30Q: 3 clusters Score -1373171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1373178.750000 Penalty: 3100.478027
	Iteration 31Q: 3 clusters Score -1373179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1373180.875000 Penalty: 3100.478027
	Iteration 32Q: 3 clusters Score -1373181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1373183.125000 Penalty: 3100.478027
	Iteration 33Q: 3 clusters Score -1373183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1373188.500000 Penalty: 3100.478027
	Iteration 34Q: 3 clusters Score -1373188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1373190.875000 Penalty: 3100.478027
	Iteration 35Q: 3 clusters Score -1373191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1373197.000000 Penalty: 3100.478027
	Iteration 36Q: 3 clusters Score -1373197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1373201.375000 Penalty: 3100.478027
	Iteration 37Q: 3 clusters Score -1373201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1373202.625000 Penalty: 3100.478027
	Iteration 38Q: 3 clusters Score -1373203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1373203.750000 Penalty: 3100.478027
	Iteration 39Q: 3 clusters Score -1373204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1373204.000000 Penalty: 3100.478027
	Iteration 40F: 3 clusters Score -1373204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1373204.625000 Penalty: 3100.478027
	Iteration 41Q: 3 clusters Score -1373205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1373206.750000 Penalty: 3100.478027
	Iteration 42Q: 3 clusters Score -1373207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1373208.625000 Penalty: 3100.478027
	Iteration 43Q: 3 clusters Score -1373209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1373206.875000 Penalty: 3100.478027
	Iteration 44Q: 3 clusters Score -1373207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1373206.875000 Penalty: 3100.478027
	Iteration 45F: 3 clusters Score -1373207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Entering Unmasked Estep 
Score: -389228.468750 Penalty: 1351.795532
	Iteration 0F: 2 clusters Score -389228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -385819.593750 Penalty: 2703.591064
	Iteration 0F: 3 clusters Score -385819.6 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -386811.718750 Penalty: 2703.591064
	Iteration 1F: 3 clusters Score -386811.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -387015.875000 Penalty: 2703.591064
	Iteration 2F: 3 clusters Score -387015.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -387147.562500 Penalty: 2703.591064
	Iteration 3F: 3 clusters Score -387147.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -387283.437500 Penalty: 2703.591064
	Iteration 4Q: 3 clusters Score -387283.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -387415.343750 Penalty: 2703.591064
	Iteration 5Q: 3 clusters Score -387415.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -387521.781250 Penalty: 2703.591064
	Iteration 6Q: 3 clusters Score -387521.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -387613.093750 Penalty: 2703.591064
	Iteration 7Q: 3 clusters Score -387613.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -387710.687500 Penalty: 2703.591064
	Iteration 8Q: 3 clusters Score -387710.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -387819.750000 Penalty: 2703.591064
	Iteration 9Q: 3 clusters Score -387819.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -387943.843750 Penalty: 2703.591064
	Iteration 10Q: 3 clusters Score -387943.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -388048.906250 Penalty: 2703.591064
	Iteration 11Q: 3 clusters Score -388048.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -388125.906250 Penalty: 2703.591064
	Iteration 12Q: 3 clusters Score -388125.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -388168.000000 Penalty: 2703.591064
	Iteration 13Q: 3 clusters Score -388168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -388199.812500 Penalty: 2703.591064
	Iteration 14Q: 3 clusters Score -388199.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -388225.281250 Penalty: 2703.591064
	Iteration 15Q: 3 clusters Score -388225.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -388244.156250 Penalty: 2703.591064
	Iteration 16Q: 3 clusters Score -388244.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -388254.093750 Penalty: 2703.591064
	Iteration 17Q: 3 clusters Score -388254.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -388261.312500 Penalty: 2703.591064
	Iteration 18Q: 3 clusters Score -388261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -388267.750000 Penalty: 2703.591064
	Iteration 19Q: 3 clusters Score -388267.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -388275.875000 Penalty: 2703.591064
	Iteration 20F: 3 clusters Score -388275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -388282.687500 Penalty: 2703.591064
	Iteration 21Q: 3 clusters Score -388282.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -388289.906250 Penalty: 2703.591064
	Iteration 22Q: 3 clusters Score -388289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -388294.375000 Penalty: 2703.591064
	Iteration 23Q: 3 clusters Score -388294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -388298.718750 Penalty: 2703.591064
	Iteration 24Q: 3 clusters Score -388298.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -388301.531250 Penalty: 2703.591064
	Iteration 25Q: 3 clusters Score -388301.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -388302.843750 Penalty: 2703.591064
	Iteration 26Q: 3 clusters Score -388302.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -388302.843750 Penalty: 2703.591064
	Iteration 27F: 3 clusters Score -388302.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Entering Unmasked Estep 
Score: -448752.281250 Penalty: 1367.535645
	Iteration 0F: 2 clusters Score -448752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -445067.343750 Penalty: 2735.071289
	Iteration 0F: 3 clusters Score -445067.3 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -446038.437500 Penalty: 2735.071289
	Iteration 1F: 3 clusters Score -446038.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -446182.781250 Penalty: 2735.071289
	Iteration 2F: 3 clusters Score -446182.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -446273.531250 Penalty: 2735.071289
	Iteration 3Q: 3 clusters Score -446273.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -446341.312500 Penalty: 2735.071289
	Iteration 4Q: 3 clusters Score -446341.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -446397.406250 Penalty: 2735.071289
	Iteration 5Q: 3 clusters Score -446397.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -446449.781250 Penalty: 2735.071289
	Iteration 6Q: 3 clusters Score -446449.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -446499.781250 Penalty: 2735.071289
	Iteration 7Q: 3 clusters Score -446499.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -446544.343750 Penalty: 2735.071289
	Iteration 8Q: 3 clusters Score -446544.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -446576.437500 Penalty: 2735.071289
	Iteration 9Q: 3 clusters Score -446576.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -446614.843750 Penalty: 2735.071289
	Iteration 10Q: 3 clusters Score -446614.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -446660.031250 Penalty: 2735.071289
	Iteration 11Q: 3 clusters Score -446660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -446709.562500 Penalty: 2735.071289
	Iteration 12Q: 3 clusters Score -446709.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -446759.906250 Penalty: 2735.071289
	Iteration 13Q: 3 clusters Score -446759.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -446809.406250 Penalty: 2735.071289
	Iteration 14Q: 3 clusters Score -446809.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -446859.875000 Penalty: 2735.071289
	Iteration 15Q: 3 clusters Score -446859.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -446907.937500 Penalty: 2735.071289
	Iteration 16Q: 3 clusters Score -446907.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -446946.312500 Penalty: 2735.071289
	Iteration 17Q: 3 clusters Score -446946.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -446989.562500 Penalty: 2735.071289
	Iteration 18Q: 3 clusters Score -446989.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -447021.437500 Penalty: 2735.071289
	Iteration 19Q: 3 clusters Score -447021.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -447056.031250 Penalty: 2735.071289
	Iteration 20F: 3 clusters Score -447056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -447091.656250 Penalty: 2735.071289
	Iteration 21Q: 3 clusters Score -447091.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -447125.218750 Penalty: 2735.071289
	Iteration 22Q: 3 clusters Score -447125.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -447148.343750 Penalty: 2735.071289
	Iteration 23Q: 3 clusters Score -447148.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -447171.906250 Penalty: 2735.071289
	Iteration 24Q: 3 clusters Score -447171.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -447191.031250 Penalty: 2735.071289
	Iteration 25Q: 3 clusters Score -447191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -447211.062500 Penalty: 2735.071289
	Iteration 26Q: 3 clusters Score -447211.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -447229.968750 Penalty: 2735.071289
	Iteration 27Q: 3 clusters Score -447230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -447241.656250 Penalty: 2735.071289
	Iteration 28Q: 3 clusters Score -447241.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -447251.906250 Penalty: 2735.071289
	Iteration 29Q: 3 clusters Score -447251.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -447256.062500 Penalty: 2735.071289
	Iteration 30Q: 3 clusters Score -447256.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -447260.687500 Penalty: 2735.071289
	Iteration 31Q: 3 clusters Score -447260.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -447266.781250 Penalty: 2735.071289
	Iteration 32Q: 3 clusters Score -447266.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -447273.500000 Penalty: 2735.071289
	Iteration 33Q: 3 clusters Score -447273.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -447281.687500 Penalty: 2735.071289
	Iteration 34Q: 3 clusters Score -447281.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -447289.343750 Penalty: 2735.071289
	Iteration 35Q: 3 clusters Score -447289.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -447297.125000 Penalty: 2735.071289
	Iteration 36Q: 3 clusters Score -447297.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -447302.906250 Penalty: 2735.071289
	Iteration 37Q: 3 clusters Score -447302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -447310.531250 Penalty: 2735.071289
	Iteration 38Q: 3 clusters Score -447310.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -447319.562500 Penalty: 2735.071289
	Iteration 39Q: 3 clusters Score -447319.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -447326.968750 Penalty: 2735.071289
	Iteration 40F: 3 clusters Score -447327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -447332.750000 Penalty: 2735.071289
	Iteration 41Q: 3 clusters Score -447332.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -447337.593750 Penalty: 2735.071289
	Iteration 42Q: 3 clusters Score -447337.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -447341.718750 Penalty: 2735.071289
	Iteration 43Q: 3 clusters Score -447341.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -447346.156250 Penalty: 2735.071289
	Iteration 44Q: 3 clusters Score -447346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -447348.312500 Penalty: 2735.071289
	Iteration 45Q: 3 clusters Score -447348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -447349.687500 Penalty: 2735.071289
	Iteration 46Q: 3 clusters Score -447349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -447352.937500 Penalty: 2735.071289
	Iteration 47Q: 3 clusters Score -447352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -447354.906250 Penalty: 2735.071289
	Iteration 48Q: 3 clusters Score -447354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -447358.156250 Penalty: 2735.071289
	Iteration 49Q: 3 clusters Score -447358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -447359.593750 Penalty: 2735.071289
	Iteration 50Q: 3 clusters Score -447359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -447361.312500 Penalty: 2735.071289
	Iteration 51Q: 3 clusters Score -447361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -447363.218750 Penalty: 2735.071289
	Iteration 52Q: 3 clusters Score -447363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -447366.500000 Penalty: 2735.071289
	Iteration 53Q: 3 clusters Score -447366.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -447367.468750 Penalty: 2735.071289
	Iteration 54Q: 3 clusters Score -447367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -447370.218750 Penalty: 2735.071289
	Iteration 55Q: 3 clusters Score -447370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -447372.281250 Penalty: 2735.071289
	Iteration 56Q: 3 clusters Score -447372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -447372.437500 Penalty: 2735.071289
	Iteration 57Q: 3 clusters Score -447372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -447373.593750 Penalty: 2735.071289
	Iteration 58Q: 3 clusters Score -447373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -447374.781250 Penalty: 2735.071289
	Iteration 59Q: 3 clusters Score -447374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -447376.843750 Penalty: 2735.071289
	Iteration 60F: 3 clusters Score -447376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -447379.125000 Penalty: 2735.071289
	Iteration 61Q: 3 clusters Score -447379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -447385.093750 Penalty: 2735.071289
	Iteration 62Q: 3 clusters Score -447385.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -447389.656250 Penalty: 2735.071289
	Iteration 63Q: 3 clusters Score -447389.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -447394.281250 Penalty: 2735.071289
	Iteration 64Q: 3 clusters Score -447394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -447396.593750 Penalty: 2735.071289
	Iteration 65Q: 3 clusters Score -447396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -447397.375000 Penalty: 2735.071289
	Iteration 66Q: 3 clusters Score -447397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -447398.437500 Penalty: 2735.071289
	Iteration 67Q: 3 clusters Score -447398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -447400.687500 Penalty: 2735.071289
	Iteration 68Q: 3 clusters Score -447400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -447401.312500 Penalty: 2735.071289
	Iteration 69Q: 3 clusters Score -447401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -447401.687500 Penalty: 2735.071289
	Iteration 70Q: 3 clusters Score -447401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -447401.312500 Penalty: 2735.071289
	Iteration 71Q: 3 clusters Score -447401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -447401.843750 Penalty: 2735.071289
	Iteration 72Q: 3 clusters Score -447401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -447401.843750 Penalty: 2735.071289
	Iteration 73F: 3 clusters Score -447401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Entering Unmasked Estep 
Score: -2081173.500000 Penalty: 1618.340210
	Iteration 0F: 2 clusters Score -2081174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2066794.750000 Penalty: 3236.680420
	Iteration 0F: 3 clusters Score -2066795 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2071959.500000 Penalty: 3236.680420
	Iteration 1F: 3 clusters Score -2071960 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2072464.125000 Penalty: 3236.680420
	Iteration 2Q: 3 clusters Score -2072464 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2073081.125000 Penalty: 3236.680420
	Iteration 3F: 3 clusters Score -2073081 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2073858.875000 Penalty: 3236.680420
	Iteration 4F: 3 clusters Score -2073859 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2074744.250000 Penalty: 3236.680420
	Iteration 5F: 3 clusters Score -2074744 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2075684.125000 Penalty: 3236.680420
	Iteration 6F: 3 clusters Score -2075684 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2076605.625000 Penalty: 3236.680420
	Iteration 7F: 3 clusters Score -2076606 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2077478.375000 Penalty: 3236.680420
	Iteration 8F: 3 clusters Score -2077478 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2078243.000000 Penalty: 3236.680420
	Iteration 9F: 3 clusters Score -2078243 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2078802.000000 Penalty: 3236.680420
	Iteration 10Q: 3 clusters Score -2078802 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2079122.000000 Penalty: 3236.680420
	Iteration 11Q: 3 clusters Score -2079122 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2079252.625000 Penalty: 3236.680420
	Iteration 12Q: 3 clusters Score -2079253 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2079319.000000 Penalty: 3236.680420
	Iteration 13Q: 3 clusters Score -2079319 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2079345.500000 Penalty: 3236.680420
	Iteration 14Q: 3 clusters Score -2079346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2079389.125000 Penalty: 3236.680420
	Iteration 15Q: 3 clusters Score -2079389 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2079418.375000 Penalty: 3236.680420
	Iteration 16Q: 3 clusters Score -2079418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2079440.500000 Penalty: 3236.680420
	Iteration 17Q: 3 clusters Score -2079440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2079461.625000 Penalty: 3236.680420
	Iteration 18Q: 3 clusters Score -2079462 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2079464.750000 Penalty: 3236.680420
	Iteration 19Q: 3 clusters Score -2079465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2079475.750000 Penalty: 3236.680420
	Iteration 20F: 3 clusters Score -2079476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2079473.500000 Penalty: 3236.680420
	Iteration 21Q: 3 clusters Score -2079474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2079479.500000 Penalty: 3236.680420
	Iteration 22Q: 3 clusters Score -2079480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2079489.750000 Penalty: 3236.680420
	Iteration 23Q: 3 clusters Score -2079490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2079491.750000 Penalty: 3236.680420
	Iteration 24Q: 3 clusters Score -2079492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2079496.000000 Penalty: 3236.680420
	Iteration 25Q: 3 clusters Score -2079496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2079495.750000 Penalty: 3236.680420
	Iteration 26Q: 3 clusters Score -2079496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2079498.625000 Penalty: 3236.680420
	Iteration 27Q: 3 clusters Score -2079499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2079499.625000 Penalty: 3236.680420
	Iteration 28Q: 3 clusters Score -2079500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2079501.125000 Penalty: 3236.680420
	Iteration 29Q: 3 clusters Score -2079501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2079504.250000 Penalty: 3236.680420
	Iteration 30Q: 3 clusters Score -2079504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2079506.625000 Penalty: 3236.680420
	Iteration 31Q: 3 clusters Score -2079507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2079508.000000 Penalty: 3236.680420
	Iteration 32Q: 3 clusters Score -2079508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2079511.500000 Penalty: 3236.680420
	Iteration 33Q: 3 clusters Score -2079512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2079509.375000 Penalty: 3236.680420
	Iteration 34Q: 3 clusters Score -2079509 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2079514.125000 Penalty: 3236.680420
	Iteration 35Q: 3 clusters Score -2079514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2079516.500000 Penalty: 3236.680420
	Iteration 36Q: 3 clusters Score -2079516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2079517.375000 Penalty: 3236.680420
	Iteration 37Q: 3 clusters Score -2079517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2079514.000000 Penalty: 3236.680420
	Iteration 38Q: 3 clusters Score -2079514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2079513.750000 Penalty: 3236.680420
	Iteration 39Q: 3 clusters Score -2079514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2079520.875000 Penalty: 3236.680420
	Iteration 40F: 3 clusters Score -2079521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2079521.875000 Penalty: 3236.680420
	Iteration 41Q: 3 clusters Score -2079522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2079522.125000 Penalty: 3236.680420
	Iteration 42Q: 3 clusters Score -2079522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2079523.000000 Penalty: 3236.680420
	Iteration 43Q: 3 clusters Score -2079523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2079523.250000 Penalty: 3236.680420
	Iteration 44Q: 3 clusters Score -2079523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2079521.375000 Penalty: 3236.680420
	Iteration 45Q: 3 clusters Score -2079521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2079525.375000 Penalty: 3236.680420
	Iteration 46Q: 3 clusters Score -2079525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2079530.250000 Penalty: 3236.680420
	Iteration 47Q: 3 clusters Score -2079530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2079535.250000 Penalty: 3236.680420
	Iteration 48Q: 3 clusters Score -2079535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2079530.750000 Penalty: 3236.680420
	Iteration 49Q: 3 clusters Score -2079531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2079530.375000 Penalty: 3236.680420
	Iteration 50Q: 3 clusters Score -2079530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2079530.875000 Penalty: 3236.680420
	Iteration 51Q: 3 clusters Score -2079531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2079529.375000 Penalty: 3236.680420
	Iteration 52Q: 3 clusters Score -2079529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2079533.625000 Penalty: 3236.680420
	Iteration 53Q: 3 clusters Score -2079534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2079534.250000 Penalty: 3236.680420
	Iteration 54Q: 3 clusters Score -2079534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2079541.750000 Penalty: 3236.680420
	Iteration 55Q: 3 clusters Score -2079542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2079544.875000 Penalty: 3236.680420
	Iteration 56Q: 3 clusters Score -2079545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2079542.125000 Penalty: 3236.680420
	Iteration 57Q: 3 clusters Score -2079542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2079543.000000 Penalty: 3236.680420
	Iteration 58Q: 3 clusters Score -2079543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2079542.875000 Penalty: 3236.680420
	Iteration 59Q: 3 clusters Score -2079543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2079550.250000 Penalty: 3236.680420
	Iteration 60F: 3 clusters Score -2079550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2079551.750000 Penalty: 3236.680420
	Iteration 61Q: 3 clusters Score -2079552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2079555.375000 Penalty: 3236.680420
	Iteration 62Q: 3 clusters Score -2079555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2079553.375000 Penalty: 3236.680420
	Iteration 63Q: 3 clusters Score -2079553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2079553.125000 Penalty: 3236.680420
	Iteration 64Q: 3 clusters Score -2079553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2079556.500000 Penalty: 3236.680420
	Iteration 65Q: 3 clusters Score -2079556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2079556.750000 Penalty: 3236.680420
	Iteration 66Q: 3 clusters Score -2079557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2079558.875000 Penalty: 3236.680420
	Iteration 67Q: 3 clusters Score -2079559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2079562.000000 Penalty: 3236.680420
	Iteration 68Q: 3 clusters Score -2079562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2079563.250000 Penalty: 3236.680420
	Iteration 69Q: 3 clusters Score -2079563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2079564.375000 Penalty: 3236.680420
	Iteration 70Q: 3 clusters Score -2079564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2079561.375000 Penalty: 3236.680420
	Iteration 71Q: 3 clusters Score -2079561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2079559.250000 Penalty: 3236.680420
	Iteration 72Q: 3 clusters Score -2079559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2079563.500000 Penalty: 3236.680420
	Iteration 73Q: 3 clusters Score -2079564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2079568.500000 Penalty: 3236.680420
	Iteration 74Q: 3 clusters Score -2079568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2079569.875000 Penalty: 3236.680420
	Iteration 75Q: 3 clusters Score -2079570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2079576.375000 Penalty: 3236.680420
	Iteration 76Q: 3 clusters Score -2079576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2079575.125000 Penalty: 3236.680420
	Iteration 77Q: 3 clusters Score -2079575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2079579.750000 Penalty: 3236.680420
	Iteration 78Q: 3 clusters Score -2079580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2079585.125000 Penalty: 3236.680420
	Iteration 79Q: 3 clusters Score -2079585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2079587.500000 Penalty: 3236.680420
	Iteration 80F: 3 clusters Score -2079588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2079593.625000 Penalty: 3236.680420
	Iteration 81Q: 3 clusters Score -2079594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2079597.125000 Penalty: 3236.680420
	Iteration 82Q: 3 clusters Score -2079597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2079602.250000 Penalty: 3236.680420
	Iteration 83Q: 3 clusters Score -2079602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2079598.000000 Penalty: 3236.680420
	Iteration 84Q: 3 clusters Score -2079598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2079599.750000 Penalty: 3236.680420
	Iteration 85Q: 3 clusters Score -2079600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2079601.625000 Penalty: 3236.680420
	Iteration 86Q: 3 clusters Score -2079602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2079609.625000 Penalty: 3236.680420
	Iteration 87Q: 3 clusters Score -2079610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2079624.125000 Penalty: 3236.680420
	Iteration 88Q: 3 clusters Score -2079624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2079633.375000 Penalty: 3236.680420
	Iteration 89Q: 3 clusters Score -2079633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2079637.000000 Penalty: 3236.680420
	Iteration 90Q: 3 clusters Score -2079637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2079643.125000 Penalty: 3236.680420
	Iteration 91Q: 3 clusters Score -2079643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2079646.250000 Penalty: 3236.680420
	Iteration 92Q: 3 clusters Score -2079646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2079656.875000 Penalty: 3236.680420
	Iteration 93Q: 3 clusters Score -2079657 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2079662.625000 Penalty: 3236.680420
	Iteration 94Q: 3 clusters Score -2079663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2079662.625000 Penalty: 3236.680420
	Iteration 95Q: 3 clusters Score -2079663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2079671.000000 Penalty: 3236.680420
	Iteration 96Q: 3 clusters Score -2079671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2079670.750000 Penalty: 3236.680420
	Iteration 97Q: 3 clusters Score -2079671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2079666.375000 Penalty: 3236.680420
	Iteration 98Q: 3 clusters Score -2079666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2079669.625000 Penalty: 3236.680420
	Iteration 99Q: 3 clusters Score -2079670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2079680.125000 Penalty: 3236.680420
	Iteration 100F: 3 clusters Score -2079680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2079674.000000 Penalty: 3236.680420
	Iteration 101Q: 3 clusters Score -2079674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2079679.750000 Penalty: 3236.680420
	Iteration 102Q: 3 clusters Score -2079680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2079689.125000 Penalty: 3236.680420
	Iteration 103Q: 3 clusters Score -2079689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2079693.000000 Penalty: 3236.680420
	Iteration 104Q: 3 clusters Score -2079693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2079695.375000 Penalty: 3236.680420
	Iteration 105Q: 3 clusters Score -2079695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2079690.750000 Penalty: 3236.680420
	Iteration 106Q: 3 clusters Score -2079691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2079693.625000 Penalty: 3236.680420
	Iteration 107Q: 3 clusters Score -2079694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2079696.375000 Penalty: 3236.680420
	Iteration 108Q: 3 clusters Score -2079696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2079698.500000 Penalty: 3236.680420
	Iteration 109Q: 3 clusters Score -2079698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2079701.000000 Penalty: 3236.680420
	Iteration 110Q: 3 clusters Score -2079701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2079699.125000 Penalty: 3236.680420
	Iteration 111Q: 3 clusters Score -2079699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2079700.000000 Penalty: 3236.680420
	Iteration 112Q: 3 clusters Score -2079700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2079698.875000 Penalty: 3236.680420
	Iteration 113Q: 3 clusters Score -2079699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2079698.500000 Penalty: 3236.680420
	Iteration 114Q: 3 clusters Score -2079698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2079701.875000 Penalty: 3236.680420
	Iteration 115Q: 3 clusters Score -2079702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2079699.750000 Penalty: 3236.680420
	Iteration 116Q: 3 clusters Score -2079700 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2079704.250000 Penalty: 3236.680420
	Iteration 117Q: 3 clusters Score -2079704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2079697.625000 Penalty: 3236.680420
	Iteration 118Q: 3 clusters Score -2079698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2079703.000000 Penalty: 3236.680420
	Iteration 119Q: 3 clusters Score -2079703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2079701.000000 Penalty: 3236.680420
	Iteration 120F: 3 clusters Score -2079701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2079701.000000 Penalty: 3236.680420
	Iteration 121Q: 3 clusters Score -2079701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2079701.375000 Penalty: 3236.680420
	Iteration 122Q: 3 clusters Score -2079701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2079702.375000 Penalty: 3236.680420
	Iteration 123Q: 3 clusters Score -2079702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2079699.750000 Penalty: 3236.680420
	Iteration 124Q: 3 clusters Score -2079700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2079705.625000 Penalty: 3236.680420
	Iteration 125Q: 3 clusters Score -2079706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2079707.250000 Penalty: 3236.680420
	Iteration 126Q: 3 clusters Score -2079707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2079707.125000 Penalty: 3236.680420
	Iteration 127Q: 3 clusters Score -2079707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2079708.875000 Penalty: 3236.680420
	Iteration 128Q: 3 clusters Score -2079709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2079708.625000 Penalty: 3236.680420
	Iteration 129Q: 3 clusters Score -2079709 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2079712.500000 Penalty: 3236.680420
	Iteration 130Q: 3 clusters Score -2079712 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2079710.500000 Penalty: 3236.680420
	Iteration 131Q: 3 clusters Score -2079710 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2079719.875000 Penalty: 3236.680420
	Iteration 132Q: 3 clusters Score -2079720 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2079724.250000 Penalty: 3236.680420
	Iteration 133Q: 3 clusters Score -2079724 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2079731.250000 Penalty: 3236.680420
	Iteration 134Q: 3 clusters Score -2079731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2079728.500000 Penalty: 3236.680420
	Iteration 135Q: 3 clusters Score -2079728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2079731.250000 Penalty: 3236.680420
	Iteration 136Q: 3 clusters Score -2079731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2079735.125000 Penalty: 3236.680420
	Iteration 137Q: 3 clusters Score -2079735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2079737.500000 Penalty: 3236.680420
	Iteration 138Q: 3 clusters Score -2079738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2079746.125000 Penalty: 3236.680420
	Iteration 139Q: 3 clusters Score -2079746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2079751.875000 Penalty: 3236.680420
	Iteration 140F: 3 clusters Score -2079752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2079763.000000 Penalty: 3236.680420
	Iteration 141Q: 3 clusters Score -2079763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2079770.250000 Penalty: 3236.680420
	Iteration 142Q: 3 clusters Score -2079770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2079779.625000 Penalty: 3236.680420
	Iteration 143Q: 3 clusters Score -2079780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2079790.250000 Penalty: 3236.680420
	Iteration 144Q: 3 clusters Score -2079790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2079795.500000 Penalty: 3236.680420
	Iteration 145Q: 3 clusters Score -2079796 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2079800.875000 Penalty: 3236.680420
	Iteration 146Q: 3 clusters Score -2079801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2079807.750000 Penalty: 3236.680420
	Iteration 147Q: 3 clusters Score -2079808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2079818.625000 Penalty: 3236.680420
	Iteration 148Q: 3 clusters Score -2079819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2079822.000000 Penalty: 3236.680420
	Iteration 149Q: 3 clusters Score -2079822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2079836.625000 Penalty: 3236.680420
	Iteration 150Q: 3 clusters Score -2079837 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2079848.750000 Penalty: 3236.680420
	Iteration 151Q: 3 clusters Score -2079849 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2079861.125000 Penalty: 3236.680420
	Iteration 152Q: 3 clusters Score -2079861 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2079877.500000 Penalty: 3236.680420
	Iteration 153Q: 3 clusters Score -2079878 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2079891 nChanged 102
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Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2079919 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2079934.375000 Penalty: 3236.680420
	Iteration 156Q: 3 clusters Score -2079934 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2079969.500000 Penalty: 3236.680420
	Iteration 157Q: 3 clusters Score -2079970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2080003.625000 Penalty: 3236.680420
	Iteration 158Q: 3 clusters Score -2080004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2080029.750000 Penalty: 3236.680420
	Iteration 159Q: 3 clusters Score -2080030 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2080044.750000 Penalty: 3236.680420
	Iteration 160F: 3 clusters Score -2080045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2080063.125000 Penalty: 3236.680420
	Iteration 161Q: 3 clusters Score -2080063 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2080087.750000 Penalty: 3236.680420
	Iteration 162Q: 3 clusters Score -2080088 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2080115.750000 Penalty: 3236.680420
	Iteration 163Q: 3 clusters Score -2080116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2080130.000000 Penalty: 3236.680420
	Iteration 164Q: 3 clusters Score -2080130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2080147.125000 Penalty: 3236.680420
	Iteration 165Q: 3 clusters Score -2080147 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2080166.625000 Penalty: 3236.680420
	Iteration 166Q: 3 clusters Score -2080167 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2080179.750000 Penalty: 3236.680420
	Iteration 167Q: 3 clusters Score -2080180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2080192.875000 Penalty: 3236.680420
	Iteration 168Q: 3 clusters Score -2080193 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2080211.875000 Penalty: 3236.680420
	Iteration 169Q: 3 clusters Score -2080212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2080226.000000 Penalty: 3236.680420
	Iteration 170Q: 3 clusters Score -2080226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2080229.000000 Penalty: 3236.680420
	Iteration 171Q: 3 clusters Score -2080229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2080238.375000 Penalty: 3236.680420
	Iteration 172Q: 3 clusters Score -2080238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2080251.000000 Penalty: 3236.680420
	Iteration 173Q: 3 clusters Score -2080251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2080261.000000 Penalty: 3236.680420
	Iteration 174Q: 3 clusters Score -2080261 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2080263.875000 Penalty: 3236.680420
	Iteration 175Q: 3 clusters Score -2080264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2080265.750000 Penalty: 3236.680420
	Iteration 176Q: 3 clusters Score -2080266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2080268.625000 Penalty: 3236.680420
	Iteration 177Q: 3 clusters Score -2080269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2080283.375000 Penalty: 3236.680420
	Iteration 178Q: 3 clusters Score -2080283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2080291.125000 Penalty: 3236.680420
	Iteration 179Q: 3 clusters Score -2080291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2080292.125000 Penalty: 3236.680420
	Iteration 180F: 3 clusters Score -2080292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2080301.125000 Penalty: 3236.680420
	Iteration 181Q: 3 clusters Score -2080301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2080310.500000 Penalty: 3236.680420
	Iteration 182Q: 3 clusters Score -2080310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2080318.875000 Penalty: 3236.680420
	Iteration 183Q: 3 clusters Score -2080319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2080320.500000 Penalty: 3236.680420
	Iteration 184Q: 3 clusters Score -2080320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2080326.625000 Penalty: 3236.680420
	Iteration 185Q: 3 clusters Score -2080327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2080332.250000 Penalty: 3236.680420
	Iteration 186Q: 3 clusters Score -2080332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2080337.625000 Penalty: 3236.680420
	Iteration 187Q: 3 clusters Score -2080338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2080343.375000 Penalty: 3236.680420
	Iteration 188Q: 3 clusters Score -2080343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2080348.000000 Penalty: 3236.680420
	Iteration 189Q: 3 clusters Score -2080348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2080354.750000 Penalty: 3236.680420
	Iteration 190Q: 3 clusters Score -2080355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2080357.375000 Penalty: 3236.680420
	Iteration 191Q: 3 clusters Score -2080357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2080359.750000 Penalty: 3236.680420
	Iteration 192Q: 3 clusters Score -2080360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2080356.250000 Penalty: 3236.680420
	Iteration 193Q: 3 clusters Score -2080356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2080358.125000 Penalty: 3236.680420
	Iteration 194Q: 3 clusters Score -2080358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2080359.500000 Penalty: 3236.680420
	Iteration 195Q: 3 clusters Score -2080360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2080359.875000 Penalty: 3236.680420
	Iteration 196Q: 3 clusters Score -2080360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2080359.875000 Penalty: 3236.680420
	Iteration 197Q: 3 clusters Score -2080360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2080359.000000 Penalty: 3236.680420
	Iteration 198Q: 3 clusters Score -2080359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2080359.000000 Penalty: 3236.680420
	Iteration 199F: 3 clusters Score -2080359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Entering Unmasked Estep 
Score: -1935693.875000 Penalty: 1601.306274
	Iteration 0F: 2 clusters Score -1935694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1922560.875000 Penalty: 3202.612549
	Iteration 0F: 3 clusters Score -1922561 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1927306.750000 Penalty: 3202.612549
	Iteration 1F: 3 clusters Score -1927307 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1927627.500000 Penalty: 3202.612549
	Iteration 2Q: 3 clusters Score -1927628 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1927938.875000 Penalty: 3202.612549
	Iteration 3Q: 3 clusters Score -1927939 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1928285.250000 Penalty: 3202.612549
	Iteration 4Q: 3 clusters Score -1928285 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1928676.875000 Penalty: 3202.612549
	Iteration 5Q: 3 clusters Score -1928677 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1929196.125000 Penalty: 3202.612549
	Iteration 6Q: 3 clusters Score -1929196 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1929757.250000 Penalty: 3202.612549
	Iteration 7Q: 3 clusters Score -1929757 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1930392.625000 Penalty: 3202.612549
	Iteration 8Q: 3 clusters Score -1930393 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1931054.500000 Penalty: 3202.612549
	Iteration 9Q: 3 clusters Score -1931054 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1931594.250000 Penalty: 3202.612549
	Iteration 10Q: 3 clusters Score -1931594 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1932041.875000 Penalty: 3202.612549
	Iteration 11Q: 3 clusters Score -1932042 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1932393.625000 Penalty: 3202.612549
	Iteration 12Q: 3 clusters Score -1932394 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1932646.250000 Penalty: 3202.612549
	Iteration 13Q: 3 clusters Score -1932646 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -1932813.375000 Penalty: 3202.612549
	Iteration 14Q: 3 clusters Score -1932813 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1932953.250000 Penalty: 3202.612549
	Iteration 15Q: 3 clusters Score -1932953 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1933066.000000 Penalty: 3202.612549
	Iteration 16Q: 3 clusters Score -1933066 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1933176.500000 Penalty: 3202.612549
	Iteration 17Q: 3 clusters Score -1933176 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1933302.375000 Penalty: 3202.612549
	Iteration 18Q: 3 clusters Score -1933302 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1933436.625000 Penalty: 3202.612549
	Iteration 19Q: 3 clusters Score -1933437 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1933539.500000 Penalty: 3202.612549
	Iteration 20F: 3 clusters Score -1933540 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1933634.125000 Penalty: 3202.612549
	Iteration 21Q: 3 clusters Score -1933634 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -1933721.125000 Penalty: 3202.612549
	Iteration 22Q: 3 clusters Score -1933721 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -1933807.750000 Penalty: 3202.612549
	Iteration 23Q: 3 clusters Score -1933808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1933877.375000 Penalty: 3202.612549
	Iteration 24Q: 3 clusters Score -1933877 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1933954.750000 Penalty: 3202.612549
	Iteration 25Q: 3 clusters Score -1933955 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1934008.500000 Penalty: 3202.612549
	Iteration 26Q: 3 clusters Score -1934008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1934051.125000 Penalty: 3202.612549
	Iteration 27Q: 3 clusters Score -1934051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1934092.000000 Penalty: 3202.612549
	Iteration 28Q: 3 clusters Score -1934092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1934130.375000 Penalty: 3202.612549
	Iteration 29Q: 3 clusters Score -1934130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1934162.250000 Penalty: 3202.612549
	Iteration 30Q: 3 clusters Score -1934162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1934184.125000 Penalty: 3202.612549
	Iteration 31Q: 3 clusters Score -1934184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -1934199.750000 Penalty: 3202.612549
	Iteration 32Q: 3 clusters Score -1934200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -1934215.625000 Penalty: 3202.612549
	Iteration 33Q: 3 clusters Score -1934216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1934231.750000 Penalty: 3202.612549
	Iteration 34Q: 3 clusters Score -1934232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -1934240.375000 Penalty: 3202.612549
	Iteration 35Q: 3 clusters Score -1934240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1934253.500000 Penalty: 3202.612549
	Iteration 36Q: 3 clusters Score -1934254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -1934260.125000 Penalty: 3202.612549
	Iteration 37Q: 3 clusters Score -1934260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -1934269.750000 Penalty: 3202.612549
	Iteration 38Q: 3 clusters Score -1934270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1934275.875000 Penalty: 3202.612549
	Iteration 39Q: 3 clusters Score -1934276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1934280.500000 Penalty: 3202.612549
	Iteration 40F: 3 clusters Score -1934280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -1934284.250000 Penalty: 3202.612549
	Iteration 41Q: 3 clusters Score -1934284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1934293.375000 Penalty: 3202.612549
	Iteration 42Q: 3 clusters Score -1934293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -1934303.375000 Penalty: 3202.612549
	Iteration 43Q: 3 clusters Score -1934303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1934312.125000 Penalty: 3202.612549
	Iteration 44Q: 3 clusters Score -1934312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1934329.875000 Penalty: 3202.612549
	Iteration 45Q: 3 clusters Score -1934330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1934336.875000 Penalty: 3202.612549
	Iteration 46Q: 3 clusters Score -1934337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1934350.625000 Penalty: 3202.612549
	Iteration 47Q: 3 clusters Score -1934351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -1934361.125000 Penalty: 3202.612549
	Iteration 48Q: 3 clusters Score -1934361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1934366.625000 Penalty: 3202.612549
	Iteration 49Q: 3 clusters Score -1934367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1934373.000000 Penalty: 3202.612549
	Iteration 50Q: 3 clusters Score -1934373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1934376.500000 Penalty: 3202.612549
	Iteration 51Q: 3 clusters Score -1934376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1934380.625000 Penalty: 3202.612549
	Iteration 52Q: 3 clusters Score -1934381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1934380.625000 Penalty: 3202.612549
	Iteration 53Q: 3 clusters Score -1934381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1934382.375000 Penalty: 3202.612549
	Iteration 54Q: 3 clusters Score -1934382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1934383.125000 Penalty: 3202.612549
	Iteration 55Q: 3 clusters Score -1934383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1934383.125000 Penalty: 3202.612549
	Iteration 56Q: 3 clusters Score -1934383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1934385.375000 Penalty: 3202.612549
	Iteration 57Q: 3 clusters Score -1934385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1934385.375000 Penalty: 3202.612549
	Iteration 58F: 3 clusters Score -1934385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126749 members 
Entering Unmasked Estep 
Score: -12564105.000000 Penalty: 1909.369141
	Iteration 0F: 2 clusters Score -1.25641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -12480386.000000 Penalty: 3818.738281
	Iteration 0F: 3 clusters Score -1.248039e+07 nChanged 61063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -12516250.000000 Penalty: 3818.738281
	Iteration 1F: 3 clusters Score -1.251625e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -12517027.000000 Penalty: 3818.738281
	Iteration 2Q: 3 clusters Score -1.251703e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -12518024.000000 Penalty: 3818.738281
	Iteration 3Q: 3 clusters Score -1.251802e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -12519393.000000 Penalty: 3818.738281
	Iteration 4Q: 3 clusters Score -1.251939e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -12521716.000000 Penalty: 3818.738281
	Iteration 5Q: 3 clusters Score -1.252172e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -12525119.000000 Penalty: 3818.738281
	Iteration 6Q: 3 clusters Score -1.252512e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -12530315.000000 Penalty: 3818.738281
	Iteration 7F: 3 clusters Score -1.253032e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -12536418.000000 Penalty: 3818.738281
	Iteration 8F: 3 clusters Score -1.253642e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -12540990.000000 Penalty: 3818.738281
	Iteration 9F: 3 clusters Score -1.254099e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -12543144.000000 Penalty: 3818.738281
	Iteration 10Q: 3 clusters Score -1.254314e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -12544152.000000 Penalty: 3818.738281
	Iteration 11Q: 3 clusters Score -1.254415e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -12544733.000000 Penalty: 3818.738281
	Iteration 12Q: 3 clusters Score -1.254473e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 82292 members 
Entering Unmasked Estep 
Score: -12545323.000000 Penalty: 3818.738281
	Iteration 13Q: 3 clusters Score -1.254532e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -12545852.000000 Penalty: 3818.738281
	Iteration 14Q: 3 clusters Score -1.254585e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -12546520.000000 Penalty: 3818.738281
	Iteration 15Q: 3 clusters Score -1.254652e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -12547194.000000 Penalty: 3818.738281
	Iteration 16Q: 3 clusters Score -1.254719e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -12547839.000000 Penalty: 3818.738281
	Iteration 17Q: 3 clusters Score -1.254784e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -12548497.000000 Penalty: 3818.738281
	Iteration 18Q: 3 clusters Score -1.25485e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -12549173.000000 Penalty: 3818.738281
	Iteration 19Q: 3 clusters Score -1.254917e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -12549954.000000 Penalty: 3818.738281
	Iteration 20F: 3 clusters Score -1.254995e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -12550647.000000 Penalty: 3818.738281
	Iteration 21Q: 3 clusters Score -1.255065e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -12551214.000000 Penalty: 3818.738281
	Iteration 22Q: 3 clusters Score -1.255121e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -12551767.000000 Penalty: 3818.738281
	Iteration 23Q: 3 clusters Score -1.255177e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 102137 members 
Entering Unmasked Estep 
Score: -12552414.000000 Penalty: 3818.738281
	Iteration 24Q: 3 clusters Score -1.255241e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -12553202.000000 Penalty: 3818.738281
	Iteration 25Q: 3 clusters Score -1.25532e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -12553954.000000 Penalty: 3818.738281
	Iteration 26Q: 3 clusters Score -1.255395e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -12554729.000000 Penalty: 3818.738281
	Iteration 27Q: 3 clusters Score -1.255473e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -12555465.000000 Penalty: 3818.738281
	Iteration 28Q: 3 clusters Score -1.255546e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -12556203.000000 Penalty: 3818.738281
	Iteration 29Q: 3 clusters Score -1.25562e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -12556914.000000 Penalty: 3818.738281
	Iteration 30Q: 3 clusters Score -1.255691e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 113959 members 
Entering Unmasked Estep 
Score: -12557633.000000 Penalty: 3818.738281
	Iteration 31Q: 3 clusters Score -1.255763e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -12558348.000000 Penalty: 3818.738281
	Iteration 32Q: 3 clusters Score -1.255835e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 116611 members 
Entering Unmasked Estep 
Score: -12558975.000000 Penalty: 3818.738281
	Iteration 33Q: 3 clusters Score -1.255898e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 117780 members 
Entering Unmasked Estep 
Score: -12559547.000000 Penalty: 3818.738281
	Iteration 34Q: 3 clusters Score -1.255955e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 118826 members 
Entering Unmasked Estep 
Score: -12560068.000000 Penalty: 3818.738281
	Iteration 35Q: 3 clusters Score -1.256007e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -12560541.000000 Penalty: 3818.738281
	Iteration 36Q: 3 clusters Score -1.256054e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -12560917.000000 Penalty: 3818.738281
	Iteration 37Q: 3 clusters Score -1.256092e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -12561278.000000 Penalty: 3818.738281
	Iteration 38Q: 3 clusters Score -1.256128e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 121711 members 
Entering Unmasked Estep 
Score: -12561588.000000 Penalty: 3818.738281
	Iteration 39Q: 3 clusters Score -1.256159e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -12561804.000000 Penalty: 3818.738281
	Iteration 40F: 3 clusters Score -1.25618e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 122605 members 
Entering Unmasked Estep 
Score: -12561997.000000 Penalty: 3818.738281
	Iteration 41Q: 3 clusters Score -1.2562e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 122945 members 
Entering Unmasked Estep 
Score: -12562120.000000 Penalty: 3818.738281
	Iteration 42Q: 3 clusters Score -1.256212e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 123227 members 
Entering Unmasked Estep 
Score: -12562263.000000 Penalty: 3818.738281
	Iteration 43Q: 3 clusters Score -1.256226e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 123456 members 
Entering Unmasked Estep 
Score: -12562379.000000 Penalty: 3818.738281
	Iteration 44Q: 3 clusters Score -1.256238e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -12562434.000000 Penalty: 3818.738281
	Iteration 45Q: 3 clusters Score -1.256243e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 123799 members 
Entering Unmasked Estep 
Score: -12562496.000000 Penalty: 3818.738281
	Iteration 46Q: 3 clusters Score -1.25625e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 123922 members 
Entering Unmasked Estep 
Score: -12562502.000000 Penalty: 3818.738281
	Iteration 47Q: 3 clusters Score -1.25625e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 124029 members 
Entering Unmasked Estep 
Score: -12562518.000000 Penalty: 3818.738281
	Iteration 48Q: 3 clusters Score -1.256252e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 124123 members 
Entering Unmasked Estep 
Score: -12562519.000000 Penalty: 3818.738281
	Iteration 49Q: 3 clusters Score -1.256252e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 124204 members 
Entering Unmasked Estep 
Score: -12562547.000000 Penalty: 3818.738281
	Iteration 50Q: 3 clusters Score -1.256255e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 124264 members 
Entering Unmasked Estep 
Score: -12562541.000000 Penalty: 3818.738281
	Iteration 51Q: 3 clusters Score -1.256254e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -12562549.000000 Penalty: 3818.738281
	Iteration 52Q: 3 clusters Score -1.256255e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -12562574.000000 Penalty: 3818.738281
	Iteration 53Q: 3 clusters Score -1.256257e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 124381 members 
Entering Unmasked Estep 
Score: -12562574.000000 Penalty: 3818.738281
	Iteration 54Q: 3 clusters Score -1.256257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -12562580.000000 Penalty: 3818.738281
	Iteration 55Q: 3 clusters Score -1.256258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -12562583.000000 Penalty: 3818.738281
	Iteration 56Q: 3 clusters Score -1.256258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -12562585.000000 Penalty: 3818.738281
	Iteration 57Q: 3 clusters Score -1.256258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -12562577.000000 Penalty: 3818.738281
	Iteration 58Q: 3 clusters Score -1.256258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 124487 members 
Entering Unmasked Estep 
Score: -12562583.000000 Penalty: 3818.738281
	Iteration 59Q: 3 clusters Score -1.256258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -12562574.000000 Penalty: 3818.738281
	Iteration 60F: 3 clusters Score -1.256257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 124527 members 
Entering Unmasked Estep 
Score: -12562565.000000 Penalty: 3818.738281
	Iteration 61Q: 3 clusters Score -1.256256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 124542 members 
Entering Unmasked Estep 
Score: -12562587.000000 Penalty: 3818.738281
	Iteration 62Q: 3 clusters Score -1.256259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 124556 members 
Entering Unmasked Estep 
Score: -12562584.000000 Penalty: 3818.738281
	Iteration 63Q: 3 clusters Score -1.256258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -12562599.000000 Penalty: 3818.738281
	Iteration 64Q: 3 clusters Score -1.25626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 124581 members 
Entering Unmasked Estep 
Score: -12562587.000000 Penalty: 3818.738281
	Iteration 65Q: 3 clusters Score -1.256259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 124595 members 
Entering Unmasked Estep 
Score: -12562597.000000 Penalty: 3818.738281
	Iteration 66Q: 3 clusters Score -1.25626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 124603 members 
Entering Unmasked Estep 
Score: -12562598.000000 Penalty: 3818.738281
	Iteration 67Q: 3 clusters Score -1.25626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -12562599.000000 Penalty: 3818.738281
	Iteration 68Q: 3 clusters Score -1.25626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 124616 members 
Entering Unmasked Estep 
Score: -12562610.000000 Penalty: 3818.738281
	Iteration 69Q: 3 clusters Score -1.256261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 124617 members 
Entering Unmasked Estep 
Score: -12562608.000000 Penalty: 3818.738281
	Iteration 70Q: 3 clusters Score -1.256261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 124618 members 
Entering Unmasked Estep 
Score: -12562618.000000 Penalty: 3818.738281
	Iteration 71Q: 3 clusters Score -1.256262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 124620 members 
Entering Unmasked Estep 
Score: -12562618.000000 Penalty: 3818.738281
	Iteration 72Q: 3 clusters Score -1.256262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -12562618.000000 Penalty: 3818.738281
	Iteration 73Q: 3 clusters Score -1.256262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -12562626.000000 Penalty: 3818.738281
	Iteration 74Q: 3 clusters Score -1.256263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -12562626.000000 Penalty: 3818.738281
	Iteration 75F: 3 clusters Score -1.256263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -275029.343750 Penalty: 1291.784668
	Iteration 0F: 2 clusters Score -275029.3 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 1431 members 
Entering Unmasked Estep 
Score: -272426.750000 Penalty: 2583.569336
	Iteration 0F: 3 clusters Score -272426.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -272966.937500 Penalty: 2583.569336
	Iteration 1F: 3 clusters Score -272966.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -273094.906250 Penalty: 2583.569336
	Iteration 2F: 3 clusters Score -273094.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -273168.500000 Penalty: 2583.569336
	Iteration 3Q: 3 clusters Score -273168.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -273231.468750 Penalty: 2583.569336
	Iteration 4Q: 3 clusters Score -273231.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -273278.968750 Penalty: 2583.569336
	Iteration 5Q: 3 clusters Score -273279 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -273313.156250 Penalty: 2583.569336
	Iteration 6Q: 3 clusters Score -273313.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -273345.000000 Penalty: 2583.569336
	Iteration 7Q: 3 clusters Score -273345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -273372.843750 Penalty: 2583.569336
	Iteration 8Q: 3 clusters Score -273372.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -273403.000000 Penalty: 2583.569336
	Iteration 9Q: 3 clusters Score -273403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -273430.218750 Penalty: 2583.569336
	Iteration 10Q: 3 clusters Score -273430.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -273459.812500 Penalty: 2583.569336
	Iteration 11Q: 3 clusters Score -273459.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -273481.875000 Penalty: 2583.569336
	Iteration 12Q: 3 clusters Score -273481.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -273500.437500 Penalty: 2583.569336
	Iteration 13Q: 3 clusters Score -273500.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -273514.218750 Penalty: 2583.569336
	Iteration 14Q: 3 clusters Score -273514.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -273529.781250 Penalty: 2583.569336
	Iteration 15Q: 3 clusters Score -273529.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -273541.531250 Penalty: 2583.569336
	Iteration 16Q: 3 clusters Score -273541.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -273552.562500 Penalty: 2583.569336
	Iteration 17Q: 3 clusters Score -273552.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -273558.781250 Penalty: 2583.569336
	Iteration 18Q: 3 clusters Score -273558.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -273568.656250 Penalty: 2583.569336
	Iteration 19Q: 3 clusters Score -273568.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -273577.093750 Penalty: 2583.569336
	Iteration 20F: 3 clusters Score -273577.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -273583.718750 Penalty: 2583.569336
	Iteration 21Q: 3 clusters Score -273583.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -273590.906250 Penalty: 2583.569336
	Iteration 22Q: 3 clusters Score -273590.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -273602.343750 Penalty: 2583.569336
	Iteration 23Q: 3 clusters Score -273602.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -273618.406250 Penalty: 2583.569336
	Iteration 24Q: 3 clusters Score -273618.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -273632.937500 Penalty: 2583.569336
	Iteration 25Q: 3 clusters Score -273632.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -273645.031250 Penalty: 2583.569336
	Iteration 26Q: 3 clusters Score -273645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -273655.968750 Penalty: 2583.569336
	Iteration 27Q: 3 clusters Score -273656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -273668.750000 Penalty: 2583.569336
	Iteration 28Q: 3 clusters Score -273668.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -273681.500000 Penalty: 2583.569336
	Iteration 29Q: 3 clusters Score -273681.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -273690.625000 Penalty: 2583.569336
	Iteration 30Q: 3 clusters Score -273690.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -273698.781250 Penalty: 2583.569336
	Iteration 31Q: 3 clusters Score -273698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -273704.500000 Penalty: 2583.569336
	Iteration 32Q: 3 clusters Score -273704.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -273710.750000 Penalty: 2583.569336
	Iteration 33Q: 3 clusters Score -273710.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -273717.375000 Penalty: 2583.569336
	Iteration 34Q: 3 clusters Score -273717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -273721.093750 Penalty: 2583.569336
	Iteration 35Q: 3 clusters Score -273721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -273724.562500 Penalty: 2583.569336
	Iteration 36Q: 3 clusters Score -273724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -273728.906250 Penalty: 2583.569336
	Iteration 37Q: 3 clusters Score -273728.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -273734.718750 Penalty: 2583.569336
	Iteration 38Q: 3 clusters Score -273734.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -273739.093750 Penalty: 2583.569336
	Iteration 39Q: 3 clusters Score -273739.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -273744.375000 Penalty: 2583.569336
	Iteration 40F: 3 clusters Score -273744.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -273748.531250 Penalty: 2583.569336
	Iteration 41Q: 3 clusters Score -273748.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -273753.468750 Penalty: 2583.569336
	Iteration 42Q: 3 clusters Score -273753.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -273757.718750 Penalty: 2583.569336
	Iteration 43Q: 3 clusters Score -273757.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -273762.562500 Penalty: 2583.569336
	Iteration 44Q: 3 clusters Score -273762.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -273767.281250 Penalty: 2583.569336
	Iteration 45Q: 3 clusters Score -273767.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -273770.343750 Penalty: 2583.569336
	Iteration 46Q: 3 clusters Score -273770.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -273776.906250 Penalty: 2583.569336
	Iteration 47Q: 3 clusters Score -273776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -273783.187500 Penalty: 2583.569336
	Iteration 48Q: 3 clusters Score -273783.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -273788.531250 Penalty: 2583.569336
	Iteration 49Q: 3 clusters Score -273788.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -273792.687500 Penalty: 2583.569336
	Iteration 50Q: 3 clusters Score -273792.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -273799.468750 Penalty: 2583.569336
	Iteration 51Q: 3 clusters Score -273799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -273807.500000 Penalty: 2583.569336
	Iteration 52Q: 3 clusters Score -273807.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -273814.406250 Penalty: 2583.569336
	Iteration 53Q: 3 clusters Score -273814.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -273820.000000 Penalty: 2583.569336
	Iteration 54Q: 3 clusters Score -273820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -273823.312500 Penalty: 2583.569336
	Iteration 55Q: 3 clusters Score -273823.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -273825.093750 Penalty: 2583.569336
	Iteration 56Q: 3 clusters Score -273825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -273827.937500 Penalty: 2583.569336
	Iteration 57Q: 3 clusters Score -273827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -273831.000000 Penalty: 2583.569336
	Iteration 58Q: 3 clusters Score -273831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -273833.812500 Penalty: 2583.569336
	Iteration 59Q: 3 clusters Score -273833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -273839.593750 Penalty: 2583.569336
	Iteration 60F: 3 clusters Score -273839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273844.125000 Penalty: 2583.569336
	Iteration 61Q: 3 clusters Score -273844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -273848.718750 Penalty: 2583.569336
	Iteration 62Q: 3 clusters Score -273848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -273851.437500 Penalty: 2583.569336
	Iteration 63Q: 3 clusters Score -273851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -273854.156250 Penalty: 2583.569336
	Iteration 64Q: 3 clusters Score -273854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -273857.218750 Penalty: 2583.569336
	Iteration 65Q: 3 clusters Score -273857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -273859.156250 Penalty: 2583.569336
	Iteration 66Q: 3 clusters Score -273859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -273861.125000 Penalty: 2583.569336
	Iteration 67Q: 3 clusters Score -273861.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -273864.500000 Penalty: 2583.569336
	Iteration 68Q: 3 clusters Score -273864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -273868.343750 Penalty: 2583.569336
	Iteration 69Q: 3 clusters Score -273868.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -273871.593750 Penalty: 2583.569336
	Iteration 70Q: 3 clusters Score -273871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -273874.500000 Penalty: 2583.569336
	Iteration 71Q: 3 clusters Score -273874.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -273876.937500 Penalty: 2583.569336
	Iteration 72Q: 3 clusters Score -273876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -273879.593750 Penalty: 2583.569336
	Iteration 73Q: 3 clusters Score -273879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -273880.968750 Penalty: 2583.569336
	Iteration 74Q: 3 clusters Score -273881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -273882.968750 Penalty: 2583.569336
	Iteration 75Q: 3 clusters Score -273883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -273884.906250 Penalty: 2583.569336
	Iteration 76Q: 3 clusters Score -273884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -273885.343750 Penalty: 2583.569336
	Iteration 77Q: 3 clusters Score -273885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -273887.468750 Penalty: 2583.569336
	Iteration 78Q: 3 clusters Score -273887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -273890.468750 Penalty: 2583.569336
	Iteration 79Q: 3 clusters Score -273890.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -273892.875000 Penalty: 2583.569336
	Iteration 80F: 3 clusters Score -273892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -273893.437500 Penalty: 2583.569336
	Iteration 81Q: 3 clusters Score -273893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -273894.437500 Penalty: 2583.569336
	Iteration 82Q: 3 clusters Score -273894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -273895.531250 Penalty: 2583.569336
	Iteration 83Q: 3 clusters Score -273895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -273896.218750 Penalty: 2583.569336
	Iteration 84Q: 3 clusters Score -273896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -273897.031250 Penalty: 2583.569336
	Iteration 85Q: 3 clusters Score -273897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -273899.343750 Penalty: 2583.569336
	Iteration 86Q: 3 clusters Score -273899.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -273901.093750 Penalty: 2583.569336
	Iteration 87Q: 3 clusters Score -273901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -273901.593750 Penalty: 2583.569336
	Iteration 88Q: 3 clusters Score -273901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -273902.750000 Penalty: 2583.569336
	Iteration 89Q: 3 clusters Score -273902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -273903.093750 Penalty: 2583.569336
	Iteration 90Q: 3 clusters Score -273903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -273903.500000 Penalty: 2583.569336
	Iteration 91Q: 3 clusters Score -273903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -273904.656250 Penalty: 2583.569336
	Iteration 92Q: 3 clusters Score -273904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -273905.437500 Penalty: 2583.569336
	Iteration 93Q: 3 clusters Score -273905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -273905.937500 Penalty: 2583.569336
	Iteration 94Q: 3 clusters Score -273905.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -273905.937500 Penalty: 2583.569336
	Iteration 95F: 3 clusters Score -273905.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Entering Unmasked Estep 
Score: -458335.250000 Penalty: 1386.110718
	Iteration 0F: 2 clusters Score -458335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -454331.187500 Penalty: 2772.221436
	Iteration 0F: 3 clusters Score -454331.2 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -455623.781250 Penalty: 2772.221436
	Iteration 1F: 3 clusters Score -455623.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -455911.625000 Penalty: 2772.221436
	Iteration 2F: 3 clusters Score -455911.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -456245.312500 Penalty: 2772.221436
	Iteration 3F: 3 clusters Score -456245.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -456683.968750 Penalty: 2772.221436
	Iteration 4F: 3 clusters Score -456684 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -457147.437500 Penalty: 2772.221436
	Iteration 5F: 3 clusters Score -457147.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -457506.218750 Penalty: 2772.221436
	Iteration 6F: 3 clusters Score -457506.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -457748.625000 Penalty: 2772.221436
	Iteration 7Q: 3 clusters Score -457748.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -457897.000000 Penalty: 2772.221436
	Iteration 8Q: 3 clusters Score -457897 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -458011.875000 Penalty: 2772.221436
	Iteration 9Q: 3 clusters Score -458011.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -458098.718750 Penalty: 2772.221436
	Iteration 10Q: 3 clusters Score -458098.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -458178.062500 Penalty: 2772.221436
	Iteration 11Q: 3 clusters Score -458178.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -458253.375000 Penalty: 2772.221436
	Iteration 12Q: 3 clusters Score -458253.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -458336.218750 Penalty: 2772.221436
	Iteration 13Q: 3 clusters Score -458336.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -458391.375000 Penalty: 2772.221436
	Iteration 14Q: 3 clusters Score -458391.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -458440.937500 Penalty: 2772.221436
	Iteration 15Q: 3 clusters Score -458440.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -458483.437500 Penalty: 2772.221436
	Iteration 16Q: 3 clusters Score -458483.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -458522.718750 Penalty: 2772.221436
	Iteration 17Q: 3 clusters Score -458522.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -458554.718750 Penalty: 2772.221436
	Iteration 18Q: 3 clusters Score -458554.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -458598.343750 Penalty: 2772.221436
	Iteration 19Q: 3 clusters Score -458598.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -458624.937500 Penalty: 2772.221436
	Iteration 20F: 3 clusters Score -458624.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -458641.875000 Penalty: 2772.221436
	Iteration 21Q: 3 clusters Score -458641.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -458649.125000 Penalty: 2772.221436
	Iteration 22Q: 3 clusters Score -458649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -458654.187500 Penalty: 2772.221436
	Iteration 23Q: 3 clusters Score -458654.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -458660.875000 Penalty: 2772.221436
	Iteration 24Q: 3 clusters Score -458660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -458663.812500 Penalty: 2772.221436
	Iteration 25Q: 3 clusters Score -458663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -458664.906250 Penalty: 2772.221436
	Iteration 26Q: 3 clusters Score -458664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -458665.687500 Penalty: 2772.221436
	Iteration 27Q: 3 clusters Score -458665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -458665.562500 Penalty: 2772.221436
	Iteration 28Q: 3 clusters Score -458665.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -458667.625000 Penalty: 2772.221436
	Iteration 29Q: 3 clusters Score -458667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -458667.843750 Penalty: 2772.221436
	Iteration 30Q: 3 clusters Score -458667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -458668.312500 Penalty: 2772.221436
	Iteration 31Q: 3 clusters Score -458668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -458669.812500 Penalty: 2772.221436
	Iteration 32Q: 3 clusters Score -458669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -458670.937500 Penalty: 2772.221436
	Iteration 33Q: 3 clusters Score -458670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -458671.656250 Penalty: 2772.221436
	Iteration 34Q: 3 clusters Score -458671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -458671.656250 Penalty: 2772.221436
	Iteration 35F: 3 clusters Score -458671.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 106410 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13904 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 19038 members 
Mstep: Class 9 contains 126749 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 13546 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9531 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61604 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3223 members 
Mstep: Class 26 contains 18237 members 
Mstep: Class 27 contains 3402 members 
Entering Unmasked Estep 
Score: -52412576.000000 Penalty: 57955.015625
Splitting cluster 11 changes total score from -52413024.000000 to -52412576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (15515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Entering Unmasked Estep 
Score: -1520958.750000 Penalty: 1568.053955
	Iteration 0F: 2 clusters Score -1520959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1510229.625000 Penalty: 3136.107910
	Iteration 0F: 3 clusters Score -1510230 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1513854.375000 Penalty: 3136.107910
	Iteration 1F: 3 clusters Score -1513854 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1514233.000000 Penalty: 3136.107910
	Iteration 2F: 3 clusters Score -1514233 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1514728.250000 Penalty: 3136.107910
	Iteration 3F: 3 clusters Score -1514728 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1515317.000000 Penalty: 3136.107910
	Iteration 4F: 3 clusters Score -1515317 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1515946.875000 Penalty: 3136.107910
	Iteration 5F: 3 clusters Score -1515947 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1516693.625000 Penalty: 3136.107910
	Iteration 6F: 3 clusters Score -1516694 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1517535.375000 Penalty: 3136.107910
	Iteration 7F: 3 clusters Score -1517535 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1518378.500000 Penalty: 3136.107910
	Iteration 8F: 3 clusters Score -1518378 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1519037.250000 Penalty: 3136.107910
	Iteration 9Q: 3 clusters Score -1519037 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1519521.000000 Penalty: 3136.107910
	Iteration 10Q: 3 clusters Score -1519521 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1519816.125000 Penalty: 3136.107910
	Iteration 11Q: 3 clusters Score -1519816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1519963.875000 Penalty: 3136.107910
	Iteration 12Q: 3 clusters Score -1519964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1520067.750000 Penalty: 3136.107910
	Iteration 13Q: 3 clusters Score -1520068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1520136.875000 Penalty: 3136.107910
	Iteration 14Q: 3 clusters Score -1520137 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1520199.250000 Penalty: 3136.107910
	Iteration 15Q: 3 clusters Score -1520199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1520246.625000 Penalty: 3136.107910
	Iteration 16Q: 3 clusters Score -1520247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1520283.250000 Penalty: 3136.107910
	Iteration 17Q: 3 clusters Score -1520283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1520307.750000 Penalty: 3136.107910
	Iteration 18Q: 3 clusters Score -1520308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1520318.375000 Penalty: 3136.107910
	Iteration 19Q: 3 clusters Score -1520318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1520334.750000 Penalty: 3136.107910
	Iteration 20F: 3 clusters Score -1520335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1520338.625000 Penalty: 3136.107910
	Iteration 21Q: 3 clusters Score -1520339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1520349.500000 Penalty: 3136.107910
	Iteration 22Q: 3 clusters Score -1520350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1520355.375000 Penalty: 3136.107910
	Iteration 23Q: 3 clusters Score -1520355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1520357.125000 Penalty: 3136.107910
	Iteration 24Q: 3 clusters Score -1520357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1520358.250000 Penalty: 3136.107910
	Iteration 25Q: 3 clusters Score -1520358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1520359.750000 Penalty: 3136.107910
	Iteration 26Q: 3 clusters Score -1520360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1520359.750000 Penalty: 3136.107910
	Iteration 27F: 3 clusters Score -1520360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Entering Unmasked Estep 
Score: -1326083.500000 Penalty: 1546.000000
	Iteration 0F: 2 clusters Score -1326084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1316648.500000 Penalty: 3092.000000
	Iteration 0F: 3 clusters Score -1316648 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1319842.750000 Penalty: 3092.000000
	Iteration 1F: 3 clusters Score -1319843 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1320100.625000 Penalty: 3092.000000
	Iteration 2F: 3 clusters Score -1320101 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1320303.875000 Penalty: 3092.000000
	Iteration 3Q: 3 clusters Score -1320304 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1320498.875000 Penalty: 3092.000000
	Iteration 4Q: 3 clusters Score -1320499 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1320689.750000 Penalty: 3092.000000
	Iteration 5Q: 3 clusters Score -1320690 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1320931.125000 Penalty: 3092.000000
	Iteration 6Q: 3 clusters Score -1320931 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1321298.375000 Penalty: 3092.000000
	Iteration 7Q: 3 clusters Score -1321298 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1321758.375000 Penalty: 3092.000000
	Iteration 8F: 3 clusters Score -1321758 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1322296.875000 Penalty: 3092.000000
	Iteration 9F: 3 clusters Score -1322297 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1322902.000000 Penalty: 3092.000000
	Iteration 10F: 3 clusters Score -1322902 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1323504.625000 Penalty: 3092.000000
	Iteration 11F: 3 clusters Score -1323505 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1323952.250000 Penalty: 3092.000000
	Iteration 12Q: 3 clusters Score -1323952 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1324265.125000 Penalty: 3092.000000
	Iteration 13Q: 3 clusters Score -1324265 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1324430.750000 Penalty: 3092.000000
	Iteration 14Q: 3 clusters Score -1324431 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1324526.875000 Penalty: 3092.000000
	Iteration 15Q: 3 clusters Score -1324527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1324574.500000 Penalty: 3092.000000
	Iteration 16Q: 3 clusters Score -1324574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1324613.750000 Penalty: 3092.000000
	Iteration 17Q: 3 clusters Score -1324614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1324652.125000 Penalty: 3092.000000
	Iteration 18Q: 3 clusters Score -1324652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1324664.375000 Penalty: 3092.000000
	Iteration 19Q: 3 clusters Score -1324664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1324685.375000 Penalty: 3092.000000
	Iteration 20F: 3 clusters Score -1324685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1324693.375000 Penalty: 3092.000000
	Iteration 21Q: 3 clusters Score -1324693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1324709.625000 Penalty: 3092.000000
	Iteration 22Q: 3 clusters Score -1324710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1324716.000000 Penalty: 3092.000000
	Iteration 23Q: 3 clusters Score -1324716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1324721.750000 Penalty: 3092.000000
	Iteration 24Q: 3 clusters Score -1324722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1324724.000000 Penalty: 3092.000000
	Iteration 25Q: 3 clusters Score -1324724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1324723.375000 Penalty: 3092.000000
	Iteration 26Q: 3 clusters Score -1324723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1324723.875000 Penalty: 3092.000000
	Iteration 27Q: 3 clusters Score -1324724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1324726.375000 Penalty: 3092.000000
	Iteration 28Q: 3 clusters Score -1324726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1324726.625000 Penalty: 3092.000000
	Iteration 29Q: 3 clusters Score -1324727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1324726.625000 Penalty: 3092.000000
	Iteration 30F: 3 clusters Score -1324727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -167484.281250 Penalty: 1225.437256
	Iteration 0F: 2 clusters Score -167484.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165577.031250 Penalty: 2450.874512
	Iteration 0F: 3 clusters Score -165577 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166045.687500 Penalty: 2450.874512
	Iteration 1F: 3 clusters Score -166045.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -166165.828125 Penalty: 2450.874512
	Iteration 2F: 3 clusters Score -166165.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -166230.031250 Penalty: 2450.874512
	Iteration 3Q: 3 clusters Score -166230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -166262.421875 Penalty: 2450.874512
	Iteration 4Q: 3 clusters Score -166262.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -166281.500000 Penalty: 2450.874512
	Iteration 5Q: 3 clusters Score -166281.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -166292.656250 Penalty: 2450.874512
	Iteration 6Q: 3 clusters Score -166292.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -166301.296875 Penalty: 2450.874512
	Iteration 7Q: 3 clusters Score -166301.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -166306.500000 Penalty: 2450.874512
	Iteration 8Q: 3 clusters Score -166306.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -166311.453125 Penalty: 2450.874512
	Iteration 9Q: 3 clusters Score -166311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -166316.000000 Penalty: 2450.874512
	Iteration 10Q: 3 clusters Score -166316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -166324.890625 Penalty: 2450.874512
	Iteration 11Q: 3 clusters Score -166324.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -166330.468750 Penalty: 2450.874512
	Iteration 12Q: 3 clusters Score -166330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -166334.656250 Penalty: 2450.874512
	Iteration 13Q: 3 clusters Score -166334.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -166337.421875 Penalty: 2450.874512
	Iteration 14Q: 3 clusters Score -166337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166338.156250 Penalty: 2450.874512
	Iteration 15Q: 3 clusters Score -166338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -166338.312500 Penalty: 2450.874512
	Iteration 16Q: 3 clusters Score -166338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -166338.515625 Penalty: 2450.874512
	Iteration 17Q: 3 clusters Score -166338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -166338.515625 Penalty: 2450.874512
	Iteration 18F: 3 clusters Score -166338.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Entering Unmasked Estep 
Score: -1307521.625000 Penalty: 1542.936401
	Iteration 0F: 2 clusters Score -1307522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1298155.625000 Penalty: 3085.872803
	Iteration 0F: 3 clusters Score -1298156 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1301358.250000 Penalty: 3085.872803
	Iteration 1F: 3 clusters Score -1301358 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1301751.750000 Penalty: 3085.872803
	Iteration 2F: 3 clusters Score -1301752 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1302160.000000 Penalty: 3085.872803
	Iteration 3F: 3 clusters Score -1302160 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1302611.750000 Penalty: 3085.872803
	Iteration 4F: 3 clusters Score -1302612 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1303103.375000 Penalty: 3085.872803
	Iteration 5F: 3 clusters Score -1303103 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1303576.000000 Penalty: 3085.872803
	Iteration 6F: 3 clusters Score -1303576 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1303952.875000 Penalty: 3085.872803
	Iteration 7Q: 3 clusters Score -1303953 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1304279.875000 Penalty: 3085.872803
	Iteration 8Q: 3 clusters Score -1304280 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1304564.375000 Penalty: 3085.872803
	Iteration 9Q: 3 clusters Score -1304564 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1304803.000000 Penalty: 3085.872803
	Iteration 10Q: 3 clusters Score -1304803 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1304996.000000 Penalty: 3085.872803
	Iteration 11Q: 3 clusters Score -1304996 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1305157.250000 Penalty: 3085.872803
	Iteration 12Q: 3 clusters Score -1305157 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1305304.375000 Penalty: 3085.872803
	Iteration 13Q: 3 clusters Score -1305304 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1305416.000000 Penalty: 3085.872803
	Iteration 14Q: 3 clusters Score -1305416 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1305523.375000 Penalty: 3085.872803
	Iteration 15Q: 3 clusters Score -1305523 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1305613.375000 Penalty: 3085.872803
	Iteration 16Q: 3 clusters Score -1305613 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1305705.750000 Penalty: 3085.872803
	Iteration 17Q: 3 clusters Score -1305706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1305778.625000 Penalty: 3085.872803
	Iteration 18Q: 3 clusters Score -1305779 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1305840.750000 Penalty: 3085.872803
	Iteration 19Q: 3 clusters Score -1305841 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1305897.500000 Penalty: 3085.872803
	Iteration 20F: 3 clusters Score -1305898 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1305941.500000 Penalty: 3085.872803
	Iteration 21Q: 3 clusters Score -1305942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1305973.625000 Penalty: 3085.872803
	Iteration 22Q: 3 clusters Score -1305974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1306016.125000 Penalty: 3085.872803
	Iteration 23Q: 3 clusters Score -1306016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1306037.125000 Penalty: 3085.872803
	Iteration 24Q: 3 clusters Score -1306037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1306059.125000 Penalty: 3085.872803
	Iteration 25Q: 3 clusters Score -1306059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1306073.000000 Penalty: 3085.872803
	Iteration 26Q: 3 clusters Score -1306073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1306082.875000 Penalty: 3085.872803
	Iteration 27Q: 3 clusters Score -1306083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1306098.625000 Penalty: 3085.872803
	Iteration 28Q: 3 clusters Score -1306099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1306108.000000 Penalty: 3085.872803
	Iteration 29Q: 3 clusters Score -1306108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1306110.625000 Penalty: 3085.872803
	Iteration 30Q: 3 clusters Score -1306111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1306112.375000 Penalty: 3085.872803
	Iteration 31Q: 3 clusters Score -1306112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1306112.750000 Penalty: 3085.872803
	Iteration 32Q: 3 clusters Score -1306113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1306115.125000 Penalty: 3085.872803
	Iteration 33Q: 3 clusters Score -1306115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1306120.125000 Penalty: 3085.872803
	Iteration 34Q: 3 clusters Score -1306120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1306122.625000 Penalty: 3085.872803
	Iteration 35Q: 3 clusters Score -1306123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1306126.125000 Penalty: 3085.872803
	Iteration 36Q: 3 clusters Score -1306126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1306129.000000 Penalty: 3085.872803
	Iteration 37Q: 3 clusters Score -1306129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1306135.375000 Penalty: 3085.872803
	Iteration 38Q: 3 clusters Score -1306135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1306138.625000 Penalty: 3085.872803
	Iteration 39Q: 3 clusters Score -1306139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1306143.000000 Penalty: 3085.872803
	Iteration 40F: 3 clusters Score -1306143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1306146.625000 Penalty: 3085.872803
	Iteration 41Q: 3 clusters Score -1306147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1306153.250000 Penalty: 3085.872803
	Iteration 42Q: 3 clusters Score -1306153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1306158.250000 Penalty: 3085.872803
	Iteration 43Q: 3 clusters Score -1306158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1306163.125000 Penalty: 3085.872803
	Iteration 44Q: 3 clusters Score -1306163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1306165.875000 Penalty: 3085.872803
	Iteration 45Q: 3 clusters Score -1306166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1306164.750000 Penalty: 3085.872803
	Iteration 46Q: 3 clusters Score -1306165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1306167.625000 Penalty: 3085.872803
	Iteration 47Q: 3 clusters Score -1306168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1306171.625000 Penalty: 3085.872803
	Iteration 48Q: 3 clusters Score -1306172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1306171.750000 Penalty: 3085.872803
	Iteration 49Q: 3 clusters Score -1306172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1306176.625000 Penalty: 3085.872803
	Iteration 50Q: 3 clusters Score -1306177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1306174.625000 Penalty: 3085.872803
	Iteration 51Q: 3 clusters Score -1306175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1306175.000000 Penalty: 3085.872803
	Iteration 52Q: 3 clusters Score -1306175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1306175.000000 Penalty: 3085.872803
	Iteration 53F: 3 clusters Score -1306175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Entering Unmasked Estep 
Score: -858881.437500 Penalty: 1488.874512
	Iteration 0F: 2 clusters Score -858881.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -852014.125000 Penalty: 2977.749023
	Iteration 0F: 3 clusters Score -852014.1 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -854296.500000 Penalty: 2977.749023
	Iteration 1F: 3 clusters Score -854296.5 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -854584.937500 Penalty: 2977.749023
	Iteration 2F: 3 clusters Score -854584.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -854842.000000 Penalty: 2977.749023
	Iteration 3F: 3 clusters Score -854842 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -855037.687500 Penalty: 2977.749023
	Iteration 4Q: 3 clusters Score -855037.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -855197.562500 Penalty: 2977.749023
	Iteration 5Q: 3 clusters Score -855197.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -855322.750000 Penalty: 2977.749023
	Iteration 6Q: 3 clusters Score -855322.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -855428.250000 Penalty: 2977.749023
	Iteration 7Q: 3 clusters Score -855428.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -855530.125000 Penalty: 2977.749023
	Iteration 8Q: 3 clusters Score -855530.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -855654.062500 Penalty: 2977.749023
	Iteration 9Q: 3 clusters Score -855654.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -855800.000000 Penalty: 2977.749023
	Iteration 10Q: 3 clusters Score -855800 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -855965.562500 Penalty: 2977.749023
	Iteration 11Q: 3 clusters Score -855965.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -856129.125000 Penalty: 2977.749023
	Iteration 12Q: 3 clusters Score -856129.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -856294.437500 Penalty: 2977.749023
	Iteration 13Q: 3 clusters Score -856294.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -856465.875000 Penalty: 2977.749023
	Iteration 14Q: 3 clusters Score -856465.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -856664.500000 Penalty: 2977.749023
	Iteration 15Q: 3 clusters Score -856664.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -856812.250000 Penalty: 2977.749023
	Iteration 16Q: 3 clusters Score -856812.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -856921.125000 Penalty: 2977.749023
	Iteration 17Q: 3 clusters Score -856921.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -857005.250000 Penalty: 2977.749023
	Iteration 18Q: 3 clusters Score -857005.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -857068.062500 Penalty: 2977.749023
	Iteration 19Q: 3 clusters Score -857068.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -857123.375000 Penalty: 2977.749023
	Iteration 20F: 3 clusters Score -857123.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -857177.000000 Penalty: 2977.749023
	Iteration 21Q: 3 clusters Score -857177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -857218.375000 Penalty: 2977.749023
	Iteration 22Q: 3 clusters Score -857218.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -857251.062500 Penalty: 2977.749023
	Iteration 23Q: 3 clusters Score -857251.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -857287.062500 Penalty: 2977.749023
	Iteration 24Q: 3 clusters Score -857287.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -857329.312500 Penalty: 2977.749023
	Iteration 25Q: 3 clusters Score -857329.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -857369.125000 Penalty: 2977.749023
	Iteration 26Q: 3 clusters Score -857369.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -857410.375000 Penalty: 2977.749023
	Iteration 27Q: 3 clusters Score -857410.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -857452.937500 Penalty: 2977.749023
	Iteration 28Q: 3 clusters Score -857452.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -857487.375000 Penalty: 2977.749023
	Iteration 29Q: 3 clusters Score -857487.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -857520.937500 Penalty: 2977.749023
	Iteration 30Q: 3 clusters Score -857520.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -857545.312500 Penalty: 2977.749023
	Iteration 31Q: 3 clusters Score -857545.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -857571.687500 Penalty: 2977.749023
	Iteration 32Q: 3 clusters Score -857571.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -857589.937500 Penalty: 2977.749023
	Iteration 33Q: 3 clusters Score -857589.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -857607.312500 Penalty: 2977.749023
	Iteration 34Q: 3 clusters Score -857607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -857623.250000 Penalty: 2977.749023
	Iteration 35Q: 3 clusters Score -857623.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -857641.500000 Penalty: 2977.749023
	Iteration 36Q: 3 clusters Score -857641.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -857655.125000 Penalty: 2977.749023
	Iteration 37Q: 3 clusters Score -857655.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -857668.437500 Penalty: 2977.749023
	Iteration 38Q: 3 clusters Score -857668.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -857683.750000 Penalty: 2977.749023
	Iteration 39Q: 3 clusters Score -857683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -857694.875000 Penalty: 2977.749023
	Iteration 40F: 3 clusters Score -857694.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -857712.687500 Penalty: 2977.749023
	Iteration 41Q: 3 clusters Score -857712.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -857719.750000 Penalty: 2977.749023
	Iteration 42Q: 3 clusters Score -857719.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -857727.875000 Penalty: 2977.749023
	Iteration 43Q: 3 clusters Score -857727.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -857735.625000 Penalty: 2977.749023
	Iteration 44Q: 3 clusters Score -857735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -857741.250000 Penalty: 2977.749023
	Iteration 45Q: 3 clusters Score -857741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -857750.687500 Penalty: 2977.749023
	Iteration 46Q: 3 clusters Score -857750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -857757.562500 Penalty: 2977.749023
	Iteration 47Q: 3 clusters Score -857757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -857760.312500 Penalty: 2977.749023
	Iteration 48Q: 3 clusters Score -857760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -857766.312500 Penalty: 2977.749023
	Iteration 49Q: 3 clusters Score -857766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -857768.500000 Penalty: 2977.749023
	Iteration 50Q: 3 clusters Score -857768.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -857770.250000 Penalty: 2977.749023
	Iteration 51Q: 3 clusters Score -857770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -857774.750000 Penalty: 2977.749023
	Iteration 52Q: 3 clusters Score -857774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -857778.062500 Penalty: 2977.749023
	Iteration 53Q: 3 clusters Score -857778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -857781.000000 Penalty: 2977.749023
	Iteration 54Q: 3 clusters Score -857781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -857781.000000 Penalty: 2977.749023
	Iteration 55Q: 3 clusters Score -857781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -857781.000000 Penalty: 2977.749023
	Iteration 56F: 3 clusters Score -857781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -884160.250000 Penalty: 1478.544922
	Iteration 0F: 2 clusters Score -884160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -877710.687500 Penalty: 2957.089844
	Iteration 0F: 3 clusters Score -877710.7 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -879894.812500 Penalty: 2957.089844
	Iteration 1F: 3 clusters Score -879894.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -880289.062500 Penalty: 2957.089844
	Iteration 2F: 3 clusters Score -880289.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -880678.875000 Penalty: 2957.089844
	Iteration 3F: 3 clusters Score -880678.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -881078.562500 Penalty: 2957.089844
	Iteration 4F: 3 clusters Score -881078.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -881446.125000 Penalty: 2957.089844
	Iteration 5F: 3 clusters Score -881446.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -881784.437500 Penalty: 2957.089844
	Iteration 6F: 3 clusters Score -881784.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -882056.687500 Penalty: 2957.089844
	Iteration 7Q: 3 clusters Score -882056.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -882285.375000 Penalty: 2957.089844
	Iteration 8Q: 3 clusters Score -882285.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -882492.812500 Penalty: 2957.089844
	Iteration 9Q: 3 clusters Score -882492.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -882648.187500 Penalty: 2957.089844
	Iteration 10Q: 3 clusters Score -882648.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -882756.812500 Penalty: 2957.089844
	Iteration 11Q: 3 clusters Score -882756.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -882842.500000 Penalty: 2957.089844
	Iteration 12Q: 3 clusters Score -882842.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -882916.437500 Penalty: 2957.089844
	Iteration 13Q: 3 clusters Score -882916.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -882963.375000 Penalty: 2957.089844
	Iteration 14Q: 3 clusters Score -882963.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -883002.062500 Penalty: 2957.089844
	Iteration 15Q: 3 clusters Score -883002.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -883039.187500 Penalty: 2957.089844
	Iteration 16Q: 3 clusters Score -883039.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -883057.812500 Penalty: 2957.089844
	Iteration 17Q: 3 clusters Score -883057.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -883068.812500 Penalty: 2957.089844
	Iteration 18Q: 3 clusters Score -883068.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -883079.312500 Penalty: 2957.089844
	Iteration 19Q: 3 clusters Score -883079.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -883091.812500 Penalty: 2957.089844
	Iteration 20F: 3 clusters Score -883091.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -883101.812500 Penalty: 2957.089844
	Iteration 21Q: 3 clusters Score -883101.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -883106.312500 Penalty: 2957.089844
	Iteration 22Q: 3 clusters Score -883106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -883111.875000 Penalty: 2957.089844
	Iteration 23Q: 3 clusters Score -883111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -883114.750000 Penalty: 2957.089844
	Iteration 24Q: 3 clusters Score -883114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -883115.437500 Penalty: 2957.089844
	Iteration 25Q: 3 clusters Score -883115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -883116.250000 Penalty: 2957.089844
	Iteration 26Q: 3 clusters Score -883116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -883116.500000 Penalty: 2957.089844
	Iteration 27Q: 3 clusters Score -883116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -883116.500000 Penalty: 2957.089844
	Iteration 28F: 3 clusters Score -883116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Entering Unmasked Estep 
Score: -6107625.500000 Penalty: 1792.128418
	Iteration 0F: 2 clusters Score -6107626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -6066479.000000 Penalty: 3584.256836
	Iteration 0F: 3 clusters Score -6066479 nChanged 29184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6083001.500000 Penalty: 3584.256836
	Iteration 1F: 3 clusters Score -6083002 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -6083605.500000 Penalty: 3584.256836
	Iteration 2Q: 3 clusters Score -6083606 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -6084211.000000 Penalty: 3584.256836
	Iteration 3Q: 3 clusters Score -6084211 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -6084966.500000 Penalty: 3584.256836
	Iteration 4Q: 3 clusters Score -6084966 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -6086089.000000 Penalty: 3584.256836
	Iteration 5Q: 3 clusters Score -6086089 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -6087768.000000 Penalty: 3584.256836
	Iteration 6F: 3 clusters Score -6087768 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -6090316.000000 Penalty: 3584.256836
	Iteration 7F: 3 clusters Score -6090316 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -6093782.500000 Penalty: 3584.256836
	Iteration 8F: 3 clusters Score -6093782 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -6097684.000000 Penalty: 3584.256836
	Iteration 9F: 3 clusters Score -6097684 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -6101268.000000 Penalty: 3584.256836
	Iteration 10F: 3 clusters Score -6101268 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6103686.000000 Penalty: 3584.256836
	Iteration 11Q: 3 clusters Score -6103686 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6104989.500000 Penalty: 3584.256836
	Iteration 12Q: 3 clusters Score -6104990 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6105604.500000 Penalty: 3584.256836
	Iteration 13Q: 3 clusters Score -6105604 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6105838.500000 Penalty: 3584.256836
	Iteration 14Q: 3 clusters Score -6105838 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6105953.500000 Penalty: 3584.256836
	Iteration 15Q: 3 clusters Score -6105954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6106012.500000 Penalty: 3584.256836
	Iteration 16Q: 3 clusters Score -6106012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6106052.500000 Penalty: 3584.256836
	Iteration 17Q: 3 clusters Score -6106052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6106073.500000 Penalty: 3584.256836
	Iteration 18Q: 3 clusters Score -6106074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6106102.500000 Penalty: 3584.256836
	Iteration 19Q: 3 clusters Score -6106102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6106120.000000 Penalty: 3584.256836
	Iteration 20F: 3 clusters Score -6106120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6106138.500000 Penalty: 3584.256836
	Iteration 21Q: 3 clusters Score -6106138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6106144.500000 Penalty: 3584.256836
	Iteration 22Q: 3 clusters Score -6106144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6106146.500000 Penalty: 3584.256836
	Iteration 23Q: 3 clusters Score -6106146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6106147.500000 Penalty: 3584.256836
	Iteration 24Q: 3 clusters Score -6106148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6106147.500000 Penalty: 3584.256836
	Iteration 25Q: 3 clusters Score -6106148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6106148.000000 Penalty: 3584.256836
	Iteration 26Q: 3 clusters Score -6106148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6106145.000000 Penalty: 3584.256836
	Iteration 27Q: 3 clusters Score -6106145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6106149.500000 Penalty: 3584.256836
	Iteration 28Q: 3 clusters Score -6106150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6106146.000000 Penalty: 3584.256836
	Iteration 29Q: 3 clusters Score -6106146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6106144.500000 Penalty: 3584.256836
	Iteration 30Q: 3 clusters Score -6106144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6106145.500000 Penalty: 3584.256836
	Iteration 31Q: 3 clusters Score -6106146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6106151.000000 Penalty: 3584.256836
	Iteration 32Q: 3 clusters Score -6106151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6106151.000000 Penalty: 3584.256836
	Iteration 33F: 3 clusters Score -6106151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -596960.812500 Penalty: 1412.911133
	Iteration 0F: 2 clusters Score -596960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -592364.562500 Penalty: 2825.822266
	Iteration 0F: 3 clusters Score -592364.6 nChanged 2535
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: -593664.375000 Penalty: 2825.822266
	Iteration 1F: 3 clusters Score -593664.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -593825.812500 Penalty: 2825.822266
	Iteration 2F: 3 clusters Score -593825.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -593943.812500 Penalty: 2825.822266
	Iteration 3Q: 3 clusters Score -593943.8 nChanged 226
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: -594028.250000 Penalty: 2825.822266
	Iteration 4Q: 3 clusters Score -594028.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -594099.062500 Penalty: 2825.822266
	Iteration 5Q: 3 clusters Score -594099.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -594170.812500 Penalty: 2825.822266
	Iteration 6Q: 3 clusters Score -594170.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -594256.375000 Penalty: 2825.822266
	Iteration 7Q: 3 clusters Score -594256.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -594370.000000 Penalty: 2825.822266
	Iteration 8Q: 3 clusters Score -594370 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -594505.687500 Penalty: 2825.822266
	Iteration 9Q: 3 clusters Score -594505.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -594631.437500 Penalty: 2825.822266
	Iteration 10Q: 3 clusters Score -594631.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -594728.500000 Penalty: 2825.822266
	Iteration 11Q: 3 clusters Score -594728.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -594834.250000 Penalty: 2825.822266
	Iteration 12Q: 3 clusters Score -594834.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -594940.750000 Penalty: 2825.822266
	Iteration 13Q: 3 clusters Score -594940.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -595040.500000 Penalty: 2825.822266
	Iteration 14Q: 3 clusters Score -595040.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -595155.187500 Penalty: 2825.822266
	Iteration 15Q: 3 clusters Score -595155.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -595277.937500 Penalty: 2825.822266
	Iteration 16Q: 3 clusters Score -595277.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -595430.000000 Penalty: 2825.822266
	Iteration 17Q: 3 clusters Score -595430 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -595591.312500 Penalty: 2825.822266
	Iteration 18Q: 3 clusters Score -595591.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -595762.375000 Penalty: 2825.822266
	Iteration 19Q: 3 clusters Score -595762.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -595911.625000 Penalty: 2825.822266
	Iteration 20F: 3 clusters Score -595911.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -596056.187500 Penalty: 2825.822266
	Iteration 21Q: 3 clusters Score -596056.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -596157.500000 Penalty: 2825.822266
	Iteration 22Q: 3 clusters Score -596157.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -596217.062500 Penalty: 2825.822266
	Iteration 23Q: 3 clusters Score -596217.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -596261.312500 Penalty: 2825.822266
	Iteration 24Q: 3 clusters Score -596261.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -596298.437500 Penalty: 2825.822266
	Iteration 25Q: 3 clusters Score -596298.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -596329.250000 Penalty: 2825.822266
	Iteration 26Q: 3 clusters Score -596329.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -596354.312500 Penalty: 2825.822266
	Iteration 27Q: 3 clusters Score -596354.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -596369.937500 Penalty: 2825.822266
	Iteration 28Q: 3 clusters Score -596369.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -596381.125000 Penalty: 2825.822266
	Iteration 29Q: 3 clusters Score -596381.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -596388.562500 Penalty: 2825.822266
	Iteration 30Q: 3 clusters Score -596388.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -596395.125000 Penalty: 2825.822266
	Iteration 31Q: 3 clusters Score -596395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -596400.625000 Penalty: 2825.822266
	Iteration 32Q: 3 clusters Score -596400.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -596403.562500 Penalty: 2825.822266
	Iteration 33Q: 3 clusters Score -596403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -596407.000000 Penalty: 2825.822266
	Iteration 34Q: 3 clusters Score -596407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -596412.687500 Penalty: 2825.822266
	Iteration 35Q: 3 clusters Score -596412.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -596418.812500 Penalty: 2825.822266
	Iteration 36Q: 3 clusters Score -596418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -596425.000000 Penalty: 2825.822266
	Iteration 37Q: 3 clusters Score -596425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -596429.687500 Penalty: 2825.822266
	Iteration 38Q: 3 clusters Score -596429.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -596435.562500 Penalty: 2825.822266
	Iteration 39Q: 3 clusters Score -596435.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -596440.125000 Penalty: 2825.822266
	Iteration 40F: 3 clusters Score -596440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -596445.000000 Penalty: 2825.822266
	Iteration 41Q: 3 clusters Score -596445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -596448.812500 Penalty: 2825.822266
	Iteration 42Q: 3 clusters Score -596448.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -596451.875000 Penalty: 2825.822266
	Iteration 43Q: 3 clusters Score -596451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -596454.250000 Penalty: 2825.822266
	Iteration 44Q: 3 clusters Score -596454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -596457.687500 Penalty: 2825.822266
	Iteration 45Q: 3 clusters Score -596457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -596459.437500 Penalty: 2825.822266
	Iteration 46Q: 3 clusters Score -596459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -596462.125000 Penalty: 2825.822266
	Iteration 47Q: 3 clusters Score -596462.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -596465.500000 Penalty: 2825.822266
	Iteration 48Q: 3 clusters Score -596465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -596466.375000 Penalty: 2825.822266
	Iteration 49Q: 3 clusters Score -596466.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -596468.750000 Penalty: 2825.822266
	Iteration 50Q: 3 clusters Score -596468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -596470.375000 Penalty: 2825.822266
	Iteration 51Q: 3 clusters Score -596470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -596471.375000 Penalty: 2825.822266
	Iteration 52Q: 3 clusters Score -596471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -596472.062500 Penalty: 2825.822266
	Iteration 53Q: 3 clusters Score -596472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -596472.312500 Penalty: 2825.822266
	Iteration 54Q: 3 clusters Score -596472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -596472.750000 Penalty: 2825.822266
	Iteration 55Q: 3 clusters Score -596472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -596474.000000 Penalty: 2825.822266
	Iteration 56Q: 3 clusters Score -596474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -596473.437500 Penalty: 2825.822266
	Iteration 57Q: 3 clusters Score -596473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -596475.750000 Penalty: 2825.822266
	Iteration 58Q: 3 clusters Score -596475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -596475.750000 Penalty: 2825.822266
	Iteration 59Q: 3 clusters Score -596475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -596475.437500 Penalty: 2825.822266
	Iteration 60F: 3 clusters Score -596475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -73777.625000 Penalty: 1087.059814
	Iteration 0F: 2 clusters Score -73777.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -72520.070312 Penalty: 2174.119629
	Iteration 0F: 3 clusters Score -72520.07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72750.460938 Penalty: 2174.119629
	Iteration 1F: 3 clusters Score -72750.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72825.234375 Penalty: 2174.119629
	Iteration 2F: 3 clusters Score -72825.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72850.953125 Penalty: 2174.119629
	Iteration 3Q: 3 clusters Score -72850.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72867.679688 Penalty: 2174.119629
	Iteration 4Q: 3 clusters Score -72867.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -72883.359375 Penalty: 2174.119629
	Iteration 5Q: 3 clusters Score -72883.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72898.265625 Penalty: 2174.119629
	Iteration 6Q: 3 clusters Score -72898.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72905.289062 Penalty: 2174.119629
	Iteration 7Q: 3 clusters Score -72905.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -72913.507812 Penalty: 2174.119629
	Iteration 8Q: 3 clusters Score -72913.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -72920.617188 Penalty: 2174.119629
	Iteration 9Q: 3 clusters Score -72920.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72924.007812 Penalty: 2174.119629
	Iteration 10Q: 3 clusters Score -72924.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -72928.101562 Penalty: 2174.119629
	Iteration 11Q: 3 clusters Score -72928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72933.179688 Penalty: 2174.119629
	Iteration 12Q: 3 clusters Score -72933.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72938.906250 Penalty: 2174.119629
	Iteration 13Q: 3 clusters Score -72938.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72942.039062 Penalty: 2174.119629
	Iteration 14Q: 3 clusters Score -72942.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72943.101562 Penalty: 2174.119629
	Iteration 15Q: 3 clusters Score -72943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72945.937500 Penalty: 2174.119629
	Iteration 16Q: 3 clusters Score -72945.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -72950.648438 Penalty: 2174.119629
	Iteration 17Q: 3 clusters Score -72950.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -72957.828125 Penalty: 2174.119629
	Iteration 18Q: 3 clusters Score -72957.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72966.304688 Penalty: 2174.119629
	Iteration 19Q: 3 clusters Score -72966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72969.335938 Penalty: 2174.119629
	Iteration 20F: 3 clusters Score -72969.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -72971.234375 Penalty: 2174.119629
	Iteration 21Q: 3 clusters Score -72971.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72971.843750 Penalty: 2174.119629
	Iteration 22Q: 3 clusters Score -72971.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72971.843750 Penalty: 2174.119629
	Iteration 23F: 3 clusters Score -72971.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -72863.765625 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -72863.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71592.335938 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -71592.34 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71832.437500 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -71832.44 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71934.156250 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -71934.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72103.648438 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -72103.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72320.601562 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -72320.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72463.085938 Penalty: 2167.174072
	Iteration 5F: 3 clusters Score -72463.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -72551.703125 Penalty: 2167.174072
	Iteration 6F: 3 clusters Score -72551.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -72601.609375 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -72601.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -72634.914062 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -72634.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -72653.304688 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -72653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -72666.398438 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -72666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -72669.250000 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -72669.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -72671.921875 Penalty: 2167.174072
	Iteration 12Q: 3 clusters Score -72671.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -72675.046875 Penalty: 2167.174072
	Iteration 13Q: 3 clusters Score -72675.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -72677.687500 Penalty: 2167.174072
	Iteration 14Q: 3 clusters Score -72677.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -72683.820312 Penalty: 2167.174072
	Iteration 15Q: 3 clusters Score -72683.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -72689.546875 Penalty: 2167.174072
	Iteration 16Q: 3 clusters Score -72689.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -72693.476562 Penalty: 2167.174072
	Iteration 17Q: 3 clusters Score -72693.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -72693.476562 Penalty: 2167.174072
	Iteration 18F: 3 clusters Score -72693.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Entering Unmasked Estep 
Score: -399196.750000 Penalty: 1360.063477
	Iteration 0F: 2 clusters Score -399196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -395760.562500 Penalty: 2720.126953
	Iteration 0F: 3 clusters Score -395760.6 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -397230.250000 Penalty: 2720.126953
	Iteration 1F: 3 clusters Score -397230.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -398492.593750 Penalty: 2720.126953
	Iteration 2F: 3 clusters Score -398492.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -399297.156250 Penalty: 2720.126953
	Iteration 3F: 3 clusters Score -399297.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -399595.218750 Penalty: 2720.126953
	Iteration 4F: 3 clusters Score -399595.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -399686.437500 Penalty: 2720.126953
	Iteration 5Q: 3 clusters Score -399686.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -399712.531250 Penalty: 2720.126953
	Iteration 6Q: 3 clusters Score -399712.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -399721.187500 Penalty: 2720.126953
	Iteration 7Q: 3 clusters Score -399721.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -399728.062500 Penalty: 2720.126953
	Iteration 8Q: 3 clusters Score -399728.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -399731.656250 Penalty: 2720.126953
	Iteration 9Q: 3 clusters Score -399731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -399733.031250 Penalty: 2720.126953
	Iteration 10Q: 3 clusters Score -399733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -399733.968750 Penalty: 2720.126953
	Iteration 11Q: 3 clusters Score -399734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -399734.718750 Penalty: 2720.126953
	Iteration 12Q: 3 clusters Score -399734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -399734.875000 Penalty: 2720.126953
	Iteration 13Q: 3 clusters Score -399734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -399734.875000 Penalty: 2720.126953
	Iteration 14F: 3 clusters Score -399734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 106410 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13904 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 19038 members 
Mstep: Class 9 contains 126749 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 13546 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9531 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61604 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 985 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3223 members 
Mstep: Class 26 contains 18237 members 
Mstep: Class 27 contains 3329 members 
Entering Unmasked Estep 
Score: -52412952.000000 Penalty: 57955.015625
Splitting cluster 22 changes total score from -52413024.000000 to -52412952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -309508.156250 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -309508.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -306638.218750 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -306638.2 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -307295.718750 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -307295.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -307475.843750 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -307475.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -307589.375000 Penalty: 2623.957031
	Iteration 3F: 3 clusters Score -307589.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -307699.125000 Penalty: 2623.957031
	Iteration 4Q: 3 clusters Score -307699.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -307807.968750 Penalty: 2623.957031
	Iteration 5Q: 3 clusters Score -307808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -307928.531250 Penalty: 2623.957031
	Iteration 6Q: 3 clusters Score -307928.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -308048.125000 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -308048.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -308133.312500 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -308133.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -308201.906250 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -308201.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -308251.125000 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -308251.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -308302.625000 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -308302.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -308339.562500 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -308339.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -308371.156250 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -308371.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -308394.218750 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -308394.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -308418.781250 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -308418.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -308436.750000 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -308436.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -308450.156250 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -308450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -308460.875000 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -308460.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -308466.593750 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -308466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -308470.718750 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -308470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -308475.156250 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -308475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -308480.125000 Penalty: 2623.957031
	Iteration 22Q: 3 clusters Score -308480.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -308484.125000 Penalty: 2623.957031
	Iteration 23Q: 3 clusters Score -308484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -308488.406250 Penalty: 2623.957031
	Iteration 24Q: 3 clusters Score -308488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -308491.562500 Penalty: 2623.957031
	Iteration 25Q: 3 clusters Score -308491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -308494.218750 Penalty: 2623.957031
	Iteration 26Q: 3 clusters Score -308494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -308496.750000 Penalty: 2623.957031
	Iteration 27Q: 3 clusters Score -308496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -308501.437500 Penalty: 2623.957031
	Iteration 28Q: 3 clusters Score -308501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -308509.062500 Penalty: 2623.957031
	Iteration 29Q: 3 clusters Score -308509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -308514.062500 Penalty: 2623.957031
	Iteration 30Q: 3 clusters Score -308514.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -308518.156250 Penalty: 2623.957031
	Iteration 31Q: 3 clusters Score -308518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -308519.187500 Penalty: 2623.957031
	Iteration 32Q: 3 clusters Score -308519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -308519.718750 Penalty: 2623.957031
	Iteration 33Q: 3 clusters Score -308519.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -308520.343750 Penalty: 2623.957031
	Iteration 34Q: 3 clusters Score -308520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -308520.343750 Penalty: 2623.957031
	Iteration 35F: 3 clusters Score -308520.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Entering Unmasked Estep 
Score: -1128100.750000 Penalty: 1515.646606
	Iteration 0F: 2 clusters Score -1128101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1120221.125000 Penalty: 3031.293213
	Iteration 0F: 3 clusters Score -1120221 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1122717.125000 Penalty: 3031.293213
	Iteration 1F: 3 clusters Score -1122717 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1122979.625000 Penalty: 3031.293213
	Iteration 2F: 3 clusters Score -1122980 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1123172.500000 Penalty: 3031.293213
	Iteration 3Q: 3 clusters Score -1123172 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1123344.125000 Penalty: 3031.293213
	Iteration 4Q: 3 clusters Score -1123344 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1123504.625000 Penalty: 3031.293213
	Iteration 5Q: 3 clusters Score -1123505 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1123646.000000 Penalty: 3031.293213
	Iteration 6Q: 3 clusters Score -1123646 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1123784.875000 Penalty: 3031.293213
	Iteration 7Q: 3 clusters Score -1123785 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1123927.250000 Penalty: 3031.293213
	Iteration 8Q: 3 clusters Score -1123927 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1124094.375000 Penalty: 3031.293213
	Iteration 9Q: 3 clusters Score -1124094 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1124286.125000 Penalty: 3031.293213
	Iteration 10Q: 3 clusters Score -1124286 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1124518.125000 Penalty: 3031.293213
	Iteration 11Q: 3 clusters Score -1124518 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1124741.750000 Penalty: 3031.293213
	Iteration 12Q: 3 clusters Score -1124742 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1124974.375000 Penalty: 3031.293213
	Iteration 13Q: 3 clusters Score -1124974 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1125217.875000 Penalty: 3031.293213
	Iteration 14Q: 3 clusters Score -1125218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1125443.375000 Penalty: 3031.293213
	Iteration 15Q: 3 clusters Score -1125443 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1125619.000000 Penalty: 3031.293213
	Iteration 16Q: 3 clusters Score -1125619 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1125805.625000 Penalty: 3031.293213
	Iteration 17Q: 3 clusters Score -1125806 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1125985.250000 Penalty: 3031.293213
	Iteration 18Q: 3 clusters Score -1125985 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1126151.750000 Penalty: 3031.293213
	Iteration 19Q: 3 clusters Score -1126152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1126281.625000 Penalty: 3031.293213
	Iteration 20F: 3 clusters Score -1126282 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1126407.500000 Penalty: 3031.293213
	Iteration 21Q: 3 clusters Score -1126408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1126524.750000 Penalty: 3031.293213
	Iteration 22Q: 3 clusters Score -1126525 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1126590.875000 Penalty: 3031.293213
	Iteration 23Q: 3 clusters Score -1126591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1126644.500000 Penalty: 3031.293213
	Iteration 24Q: 3 clusters Score -1126644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1126694.250000 Penalty: 3031.293213
	Iteration 25Q: 3 clusters Score -1126694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1126720.625000 Penalty: 3031.293213
	Iteration 26Q: 3 clusters Score -1126721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1126738.250000 Penalty: 3031.293213
	Iteration 27Q: 3 clusters Score -1126738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1126755.250000 Penalty: 3031.293213
	Iteration 28Q: 3 clusters Score -1126755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1126763.875000 Penalty: 3031.293213
	Iteration 29Q: 3 clusters Score -1126764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1126770.750000 Penalty: 3031.293213
	Iteration 30Q: 3 clusters Score -1126771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1126778.000000 Penalty: 3031.293213
	Iteration 31Q: 3 clusters Score -1126778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1126780.625000 Penalty: 3031.293213
	Iteration 32Q: 3 clusters Score -1126781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1126783.875000 Penalty: 3031.293213
	Iteration 33Q: 3 clusters Score -1126784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1126783.875000 Penalty: 3031.293213
	Iteration 34F: 3 clusters Score -1126784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Entering Unmasked Estep 
Score: -308756.718750 Penalty: 1312.686035
	Iteration 0F: 2 clusters Score -308756.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -305935.687500 Penalty: 2625.372070
	Iteration 0F: 3 clusters Score -305935.7 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -306564.156250 Penalty: 2625.372070
	Iteration 1F: 3 clusters Score -306564.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -306693.031250 Penalty: 2625.372070
	Iteration 2F: 3 clusters Score -306693 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -306770.156250 Penalty: 2625.372070
	Iteration 3Q: 3 clusters Score -306770.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -306824.406250 Penalty: 2625.372070
	Iteration 4Q: 3 clusters Score -306824.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -306860.781250 Penalty: 2625.372070
	Iteration 5Q: 3 clusters Score -306860.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306886.343750 Penalty: 2625.372070
	Iteration 6Q: 3 clusters Score -306886.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -306904.656250 Penalty: 2625.372070
	Iteration 7Q: 3 clusters Score -306904.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -306924.468750 Penalty: 2625.372070
	Iteration 8Q: 3 clusters Score -306924.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -306939.312500 Penalty: 2625.372070
	Iteration 9Q: 3 clusters Score -306939.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -306951.656250 Penalty: 2625.372070
	Iteration 10Q: 3 clusters Score -306951.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -306964.031250 Penalty: 2625.372070
	Iteration 11Q: 3 clusters Score -306964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -306974.625000 Penalty: 2625.372070
	Iteration 12Q: 3 clusters Score -306974.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -306985.656250 Penalty: 2625.372070
	Iteration 13Q: 3 clusters Score -306985.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -306997.843750 Penalty: 2625.372070
	Iteration 14Q: 3 clusters Score -306997.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -307009.625000 Penalty: 2625.372070
	Iteration 15Q: 3 clusters Score -307009.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -307021.625000 Penalty: 2625.372070
	Iteration 16Q: 3 clusters Score -307021.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -307034.812500 Penalty: 2625.372070
	Iteration 17Q: 3 clusters Score -307034.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -307045.468750 Penalty: 2625.372070
	Iteration 18Q: 3 clusters Score -307045.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -307056.843750 Penalty: 2625.372070
	Iteration 19Q: 3 clusters Score -307056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -307062.687500 Penalty: 2625.372070
	Iteration 20F: 3 clusters Score -307062.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -307067.656250 Penalty: 2625.372070
	Iteration 21Q: 3 clusters Score -307067.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -307074.218750 Penalty: 2625.372070
	Iteration 22Q: 3 clusters Score -307074.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -307083.031250 Penalty: 2625.372070
	Iteration 23Q: 3 clusters Score -307083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -307094.875000 Penalty: 2625.372070
	Iteration 24Q: 3 clusters Score -307094.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -307112.968750 Penalty: 2625.372070
	Iteration 25Q: 3 clusters Score -307113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -307128.687500 Penalty: 2625.372070
	Iteration 26Q: 3 clusters Score -307128.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -307149.406250 Penalty: 2625.372070
	Iteration 27Q: 3 clusters Score -307149.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -307170.906250 Penalty: 2625.372070
	Iteration 28Q: 3 clusters Score -307170.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -307187.187500 Penalty: 2625.372070
	Iteration 29Q: 3 clusters Score -307187.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -307211.218750 Penalty: 2625.372070
	Iteration 30Q: 3 clusters Score -307211.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -307239.250000 Penalty: 2625.372070
	Iteration 31Q: 3 clusters Score -307239.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -307260.968750 Penalty: 2625.372070
	Iteration 32Q: 3 clusters Score -307261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -307283.937500 Penalty: 2625.372070
	Iteration 33Q: 3 clusters Score -307283.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -307306.468750 Penalty: 2625.372070
	Iteration 34Q: 3 clusters Score -307306.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -307328.375000 Penalty: 2625.372070
	Iteration 35Q: 3 clusters Score -307328.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -307349.562500 Penalty: 2625.372070
	Iteration 36Q: 3 clusters Score -307349.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -307366.281250 Penalty: 2625.372070
	Iteration 37Q: 3 clusters Score -307366.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -307381.812500 Penalty: 2625.372070
	Iteration 38Q: 3 clusters Score -307381.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -307394.937500 Penalty: 2625.372070
	Iteration 39Q: 3 clusters Score -307394.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -307413.406250 Penalty: 2625.372070
	Iteration 40F: 3 clusters Score -307413.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -307446.062500 Penalty: 2625.372070
	Iteration 41Q: 3 clusters Score -307446.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -307470.562500 Penalty: 2625.372070
	Iteration 42Q: 3 clusters Score -307470.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -307497.156250 Penalty: 2625.372070
	Iteration 43Q: 3 clusters Score -307497.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -307526.875000 Penalty: 2625.372070
	Iteration 44Q: 3 clusters Score -307526.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -307567.937500 Penalty: 2625.372070
	Iteration 45Q: 3 clusters Score -307567.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -307597.812500 Penalty: 2625.372070
	Iteration 46Q: 3 clusters Score -307597.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -307635.312500 Penalty: 2625.372070
	Iteration 47Q: 3 clusters Score -307635.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -307678.656250 Penalty: 2625.372070
	Iteration 48Q: 3 clusters Score -307678.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -307716.562500 Penalty: 2625.372070
	Iteration 49Q: 3 clusters Score -307716.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -307748.437500 Penalty: 2625.372070
	Iteration 50Q: 3 clusters Score -307748.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -307786.812500 Penalty: 2625.372070
	Iteration 51Q: 3 clusters Score -307786.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -307821.656250 Penalty: 2625.372070
	Iteration 52Q: 3 clusters Score -307821.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -307850.468750 Penalty: 2625.372070
	Iteration 53Q: 3 clusters Score -307850.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -307881.218750 Penalty: 2625.372070
	Iteration 54Q: 3 clusters Score -307881.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -307905.093750 Penalty: 2625.372070
	Iteration 55Q: 3 clusters Score -307905.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -307925.343750 Penalty: 2625.372070
	Iteration 56Q: 3 clusters Score -307925.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -307941.750000 Penalty: 2625.372070
	Iteration 57Q: 3 clusters Score -307941.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -307951.656250 Penalty: 2625.372070
	Iteration 58Q: 3 clusters Score -307951.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -307961.843750 Penalty: 2625.372070
	Iteration 59Q: 3 clusters Score -307961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307970.093750 Penalty: 2625.372070
	Iteration 60F: 3 clusters Score -307970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -307974.031250 Penalty: 2625.372070
	Iteration 61Q: 3 clusters Score -307974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -307975.906250 Penalty: 2625.372070
	Iteration 62Q: 3 clusters Score -307975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -307977.562500 Penalty: 2625.372070
	Iteration 63Q: 3 clusters Score -307977.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307978.000000 Penalty: 2625.372070
	Iteration 64Q: 3 clusters Score -307978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -307978.000000 Penalty: 2625.372070
	Iteration 65F: 3 clusters Score -307978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Entering Unmasked Estep 
Score: -1807103.125000 Penalty: 1594.321289
	Iteration 0F: 2 clusters Score -1807103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1794573.000000 Penalty: 3188.642578
	Iteration 0F: 3 clusters Score -1794573 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1799163.000000 Penalty: 3188.642578
	Iteration 1F: 3 clusters Score -1799163 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1799524.500000 Penalty: 3188.642578
	Iteration 2F: 3 clusters Score -1799524 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1799854.250000 Penalty: 3188.642578
	Iteration 3Q: 3 clusters Score -1799854 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1800156.625000 Penalty: 3188.642578
	Iteration 4Q: 3 clusters Score -1800157 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1800467.750000 Penalty: 3188.642578
	Iteration 5Q: 3 clusters Score -1800468 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1800797.250000 Penalty: 3188.642578
	Iteration 6Q: 3 clusters Score -1800797 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1801123.625000 Penalty: 3188.642578
	Iteration 7Q: 3 clusters Score -1801124 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1801476.625000 Penalty: 3188.642578
	Iteration 8Q: 3 clusters Score -1801477 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1801865.875000 Penalty: 3188.642578
	Iteration 9Q: 3 clusters Score -1801866 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1802257.875000 Penalty: 3188.642578
	Iteration 10Q: 3 clusters Score -1802258 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1802564.875000 Penalty: 3188.642578
	Iteration 11Q: 3 clusters Score -1802565 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1802737.250000 Penalty: 3188.642578
	Iteration 12Q: 3 clusters Score -1802737 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1802845.875000 Penalty: 3188.642578
	Iteration 13Q: 3 clusters Score -1802846 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1802917.750000 Penalty: 3188.642578
	Iteration 14Q: 3 clusters Score -1802918 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1802977.000000 Penalty: 3188.642578
	Iteration 15Q: 3 clusters Score -1802977 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1803049.625000 Penalty: 3188.642578
	Iteration 16Q: 3 clusters Score -1803050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1803111.000000 Penalty: 3188.642578
	Iteration 17Q: 3 clusters Score -1803111 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1803190.875000 Penalty: 3188.642578
	Iteration 18Q: 3 clusters Score -1803191 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1803245.125000 Penalty: 3188.642578
	Iteration 19Q: 3 clusters Score -1803245 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1803307.625000 Penalty: 3188.642578
	Iteration 20F: 3 clusters Score -1803308 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1803355.000000 Penalty: 3188.642578
	Iteration 21Q: 3 clusters Score -1803355 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1803398.500000 Penalty: 3188.642578
	Iteration 22Q: 3 clusters Score -1803398 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1803450.625000 Penalty: 3188.642578
	Iteration 23Q: 3 clusters Score -1803451 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1803506.750000 Penalty: 3188.642578
	Iteration 24Q: 3 clusters Score -1803507 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1803556.500000 Penalty: 3188.642578
	Iteration 25Q: 3 clusters Score -1803556 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1803602.875000 Penalty: 3188.642578
	Iteration 26Q: 3 clusters Score -1803603 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1803660.125000 Penalty: 3188.642578
	Iteration 27Q: 3 clusters Score -1803660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1803704.250000 Penalty: 3188.642578
	Iteration 28Q: 3 clusters Score -1803704 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1803759.125000 Penalty: 3188.642578
	Iteration 29Q: 3 clusters Score -1803759 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1803807.875000 Penalty: 3188.642578
	Iteration 30Q: 3 clusters Score -1803808 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1803862.750000 Penalty: 3188.642578
	Iteration 31Q: 3 clusters Score -1803863 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1803911.125000 Penalty: 3188.642578
	Iteration 32Q: 3 clusters Score -1803911 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1803956.125000 Penalty: 3188.642578
	Iteration 33Q: 3 clusters Score -1803956 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1804005.375000 Penalty: 3188.642578
	Iteration 34Q: 3 clusters Score -1804005 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1804049.625000 Penalty: 3188.642578
	Iteration 35Q: 3 clusters Score -1804050 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1804099.875000 Penalty: 3188.642578
	Iteration 36Q: 3 clusters Score -1804100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1804145.500000 Penalty: 3188.642578
	Iteration 37Q: 3 clusters Score -1804146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1804191.625000 Penalty: 3188.642578
	Iteration 38Q: 3 clusters Score -1804192 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1804241.250000 Penalty: 3188.642578
	Iteration 39Q: 3 clusters Score -1804241 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1804282.375000 Penalty: 3188.642578
	Iteration 40F: 3 clusters Score -1804282 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1804323.250000 Penalty: 3188.642578
	Iteration 41Q: 3 clusters Score -1804323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1804362.250000 Penalty: 3188.642578
	Iteration 42Q: 3 clusters Score -1804362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1804391.000000 Penalty: 3188.642578
	Iteration 43Q: 3 clusters Score -1804391 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1804425.250000 Penalty: 3188.642578
	Iteration 44Q: 3 clusters Score -1804425 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1804451.125000 Penalty: 3188.642578
	Iteration 45Q: 3 clusters Score -1804451 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1804473.375000 Penalty: 3188.642578
	Iteration 46Q: 3 clusters Score -1804473 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1804489.875000 Penalty: 3188.642578
	Iteration 47Q: 3 clusters Score -1804490 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1804508.875000 Penalty: 3188.642578
	Iteration 48Q: 3 clusters Score -1804509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1804530.500000 Penalty: 3188.642578
	Iteration 49Q: 3 clusters Score -1804530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1804557.125000 Penalty: 3188.642578
	Iteration 50Q: 3 clusters Score -1804557 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1804580.125000 Penalty: 3188.642578
	Iteration 51Q: 3 clusters Score -1804580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1804599.000000 Penalty: 3188.642578
	Iteration 52Q: 3 clusters Score -1804599 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1804628.750000 Penalty: 3188.642578
	Iteration 53Q: 3 clusters Score -1804629 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1804667.750000 Penalty: 3188.642578
	Iteration 54Q: 3 clusters Score -1804668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1804701.250000 Penalty: 3188.642578
	Iteration 55Q: 3 clusters Score -1804701 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1804757.625000 Penalty: 3188.642578
	Iteration 56Q: 3 clusters Score -1804758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1804802.125000 Penalty: 3188.642578
	Iteration 57Q: 3 clusters Score -1804802 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1804848.250000 Penalty: 3188.642578
	Iteration 58Q: 3 clusters Score -1804848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -1804882.000000 Penalty: 3188.642578
	Iteration 59Q: 3 clusters Score -1804882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1804925.250000 Penalty: 3188.642578
	Iteration 60F: 3 clusters Score -1804925 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1804963.500000 Penalty: 3188.642578
	Iteration 61Q: 3 clusters Score -1804964 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1805001.125000 Penalty: 3188.642578
	Iteration 62Q: 3 clusters Score -1805001 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1805034.375000 Penalty: 3188.642578
	Iteration 63Q: 3 clusters Score -1805034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1805078.750000 Penalty: 3188.642578
	Iteration 64Q: 3 clusters Score -1805079 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1805123.000000 Penalty: 3188.642578
	Iteration 65Q: 3 clusters Score -1805123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1805162.250000 Penalty: 3188.642578
	Iteration 66Q: 3 clusters Score -1805162 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1805206.875000 Penalty: 3188.642578
	Iteration 67Q: 3 clusters Score -1805207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -1805247.250000 Penalty: 3188.642578
	Iteration 68Q: 3 clusters Score -1805247 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1805285.500000 Penalty: 3188.642578
	Iteration 69Q: 3 clusters Score -1805286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1805323.625000 Penalty: 3188.642578
	Iteration 70Q: 3 clusters Score -1805324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1805360.875000 Penalty: 3188.642578
	Iteration 71Q: 3 clusters Score -1805361 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1805401.625000 Penalty: 3188.642578
	Iteration 72Q: 3 clusters Score -1805402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1805429.625000 Penalty: 3188.642578
	Iteration 73Q: 3 clusters Score -1805430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1805462.750000 Penalty: 3188.642578
	Iteration 74Q: 3 clusters Score -1805463 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1805486.875000 Penalty: 3188.642578
	Iteration 75Q: 3 clusters Score -1805487 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1805518.875000 Penalty: 3188.642578
	Iteration 76Q: 3 clusters Score -1805519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1805549.125000 Penalty: 3188.642578
	Iteration 77Q: 3 clusters Score -1805549 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1805580.000000 Penalty: 3188.642578
	Iteration 78Q: 3 clusters Score -1805580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1805597.875000 Penalty: 3188.642578
	Iteration 79Q: 3 clusters Score -1805598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1805620.875000 Penalty: 3188.642578
	Iteration 80F: 3 clusters Score -1805621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1805641.875000 Penalty: 3188.642578
	Iteration 81Q: 3 clusters Score -1805642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1805661.500000 Penalty: 3188.642578
	Iteration 82Q: 3 clusters Score -1805662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1805684.750000 Penalty: 3188.642578
	Iteration 83Q: 3 clusters Score -1805685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1805700.500000 Penalty: 3188.642578
	Iteration 84Q: 3 clusters Score -1805700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1805718.000000 Penalty: 3188.642578
	Iteration 85Q: 3 clusters Score -1805718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1805726.625000 Penalty: 3188.642578
	Iteration 86Q: 3 clusters Score -1805727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1805734.000000 Penalty: 3188.642578
	Iteration 87Q: 3 clusters Score -1805734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1805737.625000 Penalty: 3188.642578
	Iteration 88Q: 3 clusters Score -1805738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -1805746.500000 Penalty: 3188.642578
	Iteration 89Q: 3 clusters Score -1805746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1805753.250000 Penalty: 3188.642578
	Iteration 90Q: 3 clusters Score -1805753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1805757.500000 Penalty: 3188.642578
	Iteration 91Q: 3 clusters Score -1805758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1805765.500000 Penalty: 3188.642578
	Iteration 92Q: 3 clusters Score -1805766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1805772.625000 Penalty: 3188.642578
	Iteration 93Q: 3 clusters Score -1805773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1805776.000000 Penalty: 3188.642578
	Iteration 94Q: 3 clusters Score -1805776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1805783.500000 Penalty: 3188.642578
	Iteration 95Q: 3 clusters Score -1805784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -1805784.125000 Penalty: 3188.642578
	Iteration 96Q: 3 clusters Score -1805784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1805783.375000 Penalty: 3188.642578
	Iteration 97Q: 3 clusters Score -1805783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1805786.125000 Penalty: 3188.642578
	Iteration 98Q: 3 clusters Score -1805786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1805788.000000 Penalty: 3188.642578
	Iteration 99Q: 3 clusters Score -1805788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1805787.125000 Penalty: 3188.642578
	Iteration 100F: 3 clusters Score -1805787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1805788.500000 Penalty: 3188.642578
	Iteration 101Q: 3 clusters Score -1805788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1805787.625000 Penalty: 3188.642578
	Iteration 102Q: 3 clusters Score -1805788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -1805788.125000 Penalty: 3188.642578
	Iteration 103Q: 3 clusters Score -1805788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1805790.250000 Penalty: 3188.642578
	Iteration 104Q: 3 clusters Score -1805790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -1805790.250000 Penalty: 3188.642578
	Iteration 105F: 3 clusters Score -1805790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 106410 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13904 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 21142 members 
Mstep: Class 8 contains 19038 members 
Mstep: Class 9 contains 126749 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5064 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 13546 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 9531 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61604 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3223 members 
Mstep: Class 26 contains 18237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413120.000000 Penalty: 55808.535156
Iteration 119Q: 27 clusters Score -5.241312e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 106399 members 
Mstep: Class 3 contains 25965 members 
Mstep: Class 4 contains 13904 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 21146 members 
Mstep: Class 8 contains 19037 members 
Mstep: Class 9 contains 126750 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 13525 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9546 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61611 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3227 members 
Mstep: Class 26 contains 18237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413188.000000 Penalty: 55808.535156
Iteration 120F: 27 clusters Score -5.241319e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 106389 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 4582 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 19036 members 
Mstep: Class 9 contains 126755 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15519 members 
Mstep: Class 13 contains 13502 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61614 members 
Mstep: Class 19 contains 5972 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3231 members 
Mstep: Class 26 contains 18237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413200.000000 Penalty: 55808.535156
Iteration 121Q: 27 clusters Score -5.24132e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 106384 members 
Mstep: Class 3 contains 25962 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 19036 members 
Mstep: Class 9 contains 126756 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 13480 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 9581 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61607 members 
Mstep: Class 19 contains 5971 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3232 members 
Mstep: Class 26 contains 18237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413172.000000 Penalty: 55808.535156
Iteration 122Q: 27 clusters Score -5.241317e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 106373 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 4638 members 
Mstep: Class 7 contains 21149 members 
Mstep: Class 8 contains 19035 members 
Mstep: Class 9 contains 126753 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 15535 members 
Mstep: Class 13 contains 13461 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9598 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 61604 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3232 members 
Mstep: Class 26 contains 18239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413164.000000 Penalty: 55808.535156
Iteration 123Q: 27 clusters Score -5.241316e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 106361 members 
Mstep: Class 3 contains 25965 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 4668 members 
Mstep: Class 7 contains 21149 members 
Mstep: Class 8 contains 19034 members 
Mstep: Class 9 contains 126752 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 15544 members 
Mstep: Class 13 contains 13445 members 
Mstep: Class 14 contains 1855 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9613 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 61603 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3232 members 
Mstep: Class 26 contains 18241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413148.000000 Penalty: 55808.535156
Iteration 124Q: 27 clusters Score -5.241315e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 106342 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 4699 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 19033 members 
Mstep: Class 9 contains 126754 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 15551 members 
Mstep: Class 13 contains 13434 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61599 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3233 members 
Mstep: Class 26 contains 18243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413192.000000 Penalty: 55808.535156
Iteration 125Q: 27 clusters Score -5.241319e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 106324 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3977 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 21156 members 
Mstep: Class 8 contains 19034 members 
Mstep: Class 9 contains 126753 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 15551 members 
Mstep: Class 13 contains 13422 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 13294 members 
Mstep: Class 16 contains 9650 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 61605 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3235 members 
Mstep: Class 26 contains 18244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413292.000000 Penalty: 55808.535156
Iteration 126Q: 27 clusters Score -5.241329e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 106310 members 
Mstep: Class 3 contains 25965 members 
Mstep: Class 4 contains 13910 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 7 contains 21159 members 
Mstep: Class 8 contains 19035 members 
Mstep: Class 9 contains 126756 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15552 members 
Mstep: Class 13 contains 13410 members 
Mstep: Class 14 contains 1815 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 8946 members 
Mstep: Class 18 contains 61606 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 805 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 26 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413352.000000 Penalty: 55808.535156
Iteration 127Q: 27 clusters Score -5.241335e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 106293 members 
Mstep: Class 3 contains 25965 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 19037 members 
Mstep: Class 9 contains 126757 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 13403 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9684 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 61603 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3242 members 
Mstep: Class 26 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413292.000000 Penalty: 55808.535156
Iteration 128Q: 27 clusters Score -5.241329e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 106284 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 13913 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 21159 members 
Mstep: Class 8 contains 19036 members 
Mstep: Class 9 contains 126751 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 61605 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3245 members 
Mstep: Class 26 contains 18248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413256.000000 Penalty: 55808.535156
Iteration 129Q: 27 clusters Score -5.241326e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 106273 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 3935 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 21156 members 
Mstep: Class 8 contains 19035 members 
Mstep: Class 9 contains 126749 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5066 members 
Mstep: Class 12 contains 15561 members 
Mstep: Class 13 contains 13393 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 61603 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 801 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3215 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 18246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413284.000000 Penalty: 55808.535156
Iteration 130Q: 27 clusters Score -5.241328e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 106269 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 21156 members 
Mstep: Class 8 contains 19035 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 15559 members 
Mstep: Class 13 contains 13385 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 9733 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61602 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413316.000000 Penalty: 55808.535156
Iteration 131Q: 27 clusters Score -5.241332e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 106265 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 3911 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 19034 members 
Mstep: Class 9 contains 126747 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 13374 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 9752 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61599 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3250 members 
Mstep: Class 26 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413324.000000 Penalty: 55808.535156
Iteration 132Q: 27 clusters Score -5.241332e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 106255 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 4849 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 19035 members 
Mstep: Class 9 contains 126746 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 15564 members 
Mstep: Class 13 contains 13367 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 13283 members 
Mstep: Class 16 contains 9764 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 61591 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3252 members 
Mstep: Class 26 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413384.000000 Penalty: 55808.535156
Iteration 133Q: 27 clusters Score -5.241338e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 106238 members 
Mstep: Class 3 contains 25969 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 19033 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 15569 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13283 members 
Mstep: Class 16 contains 9777 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 61589 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413392.000000 Penalty: 55808.535156
Iteration 134Q: 27 clusters Score -5.241339e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 106223 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 4885 members 
Mstep: Class 7 contains 21154 members 
Mstep: Class 8 contains 19032 members 
Mstep: Class 9 contains 126746 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 15575 members 
Mstep: Class 13 contains 13350 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 13282 members 
Mstep: Class 16 contains 9798 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61585 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413460.000000 Penalty: 55808.535156
Iteration 135Q: 27 clusters Score -5.241346e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 106208 members 
Mstep: Class 3 contains 25966 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 4899 members 
Mstep: Class 7 contains 21153 members 
Mstep: Class 8 contains 19032 members 
Mstep: Class 9 contains 126747 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 13339 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 13282 members 
Mstep: Class 16 contains 9816 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61576 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413432.000000 Penalty: 55808.535156
Iteration 136Q: 27 clusters Score -5.241343e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 106195 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13910 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 4928 members 
Mstep: Class 7 contains 21154 members 
Mstep: Class 8 contains 19031 members 
Mstep: Class 9 contains 126744 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 15595 members 
Mstep: Class 13 contains 13328 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 13282 members 
Mstep: Class 16 contains 9831 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61569 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413448.000000 Penalty: 55808.535156
Iteration 137Q: 27 clusters Score -5.241345e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 106170 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 4966 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 19031 members 
Mstep: Class 9 contains 126743 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5063 members 
Mstep: Class 12 contains 15602 members 
Mstep: Class 13 contains 13323 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61564 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3215 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413372.000000 Penalty: 55808.535156
Iteration 138Q: 27 clusters Score -5.241337e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 106159 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 21157 members 
Mstep: Class 8 contains 19031 members 
Mstep: Class 9 contains 126741 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 15606 members 
Mstep: Class 13 contains 13314 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 13282 members 
Mstep: Class 16 contains 9859 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 61550 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3215 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3255 members 
Mstep: Class 26 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413428.000000 Penalty: 55808.535156
Iteration 139Q: 27 clusters Score -5.241343e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 106150 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3760 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 21155 members 
Mstep: Class 8 contains 19032 members 
Mstep: Class 9 contains 126740 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 13301 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 13283 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 61549 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413472.000000 Penalty: 55808.535156
Iteration 140F: 27 clusters Score -5.241347e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 106140 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13913 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 5096 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 19031 members 
Mstep: Class 9 contains 126738 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 15619 members 
Mstep: Class 13 contains 13288 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 9869 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61548 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413404.000000 Penalty: 55808.535156
Iteration 141Q: 27 clusters Score -5.24134e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 106123 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13913 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 5144 members 
Mstep: Class 7 contains 21148 members 
Mstep: Class 8 contains 19031 members 
Mstep: Class 9 contains 126736 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 15621 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61547 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3261 members 
Mstep: Class 26 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413436.000000 Penalty: 55808.535156
Iteration 142Q: 27 clusters Score -5.241344e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 106102 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13913 members 
Mstep: Class 5 contains 3691 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 21143 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126733 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 15620 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 9916 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61545 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3215 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3263 members 
Mstep: Class 26 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413476.000000 Penalty: 55808.535156
Iteration 143Q: 27 clusters Score -5.241348e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 106085 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 13913 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 5214 members 
Mstep: Class 7 contains 21144 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126729 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 12 contains 15622 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1746 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 9932 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61540 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3265 members 
Mstep: Class 26 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413528.000000 Penalty: 55808.535156
Iteration 144Q: 27 clusters Score -5.241353e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 106077 members 
Mstep: Class 3 contains 25962 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 5235 members 
Mstep: Class 7 contains 21145 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126728 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5038 members 
Mstep: Class 12 contains 15621 members 
Mstep: Class 13 contains 13255 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61540 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3266 members 
Mstep: Class 26 contains 18252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413488.000000 Penalty: 55808.535156
Iteration 145Q: 27 clusters Score -5.241349e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 106072 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3649 members 
Mstep: Class 6 contains 5258 members 
Mstep: Class 7 contains 21147 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126729 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 15624 members 
Mstep: Class 13 contains 13241 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 9963 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61538 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3267 members 
Mstep: Class 26 contains 18251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413532.000000 Penalty: 55808.535156
Iteration 146Q: 27 clusters Score -5.241353e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 106060 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 13910 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 21150 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126730 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 15624 members 
Mstep: Class 13 contains 13232 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 13282 members 
Mstep: Class 16 contains 9973 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61539 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 3270 members 
Mstep: Class 26 contains 18258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413552.000000 Penalty: 55808.535156
Iteration 147Q: 27 clusters Score -5.241355e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 106050 members 
Mstep: Class 3 contains 25961 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 5295 members 
Mstep: Class 7 contains 21149 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126733 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 15625 members 
Mstep: Class 13 contains 13223 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 13284 members 
Mstep: Class 16 contains 9980 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61536 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3270 members 
Mstep: Class 26 contains 18259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413532.000000 Penalty: 55808.535156
Iteration 148Q: 27 clusters Score -5.241353e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 106032 members 
Mstep: Class 3 contains 25958 members 
Mstep: Class 4 contains 13906 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 5323 members 
Mstep: Class 7 contains 21154 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126736 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 12 contains 15622 members 
Mstep: Class 13 contains 13216 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 9996 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61533 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 3270 members 
Mstep: Class 26 contains 18263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413556.000000 Penalty: 55808.535156
Iteration 149Q: 27 clusters Score -5.241356e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 106017 members 
Mstep: Class 3 contains 25957 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126737 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 15624 members 
Mstep: Class 13 contains 13212 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 13288 members 
Mstep: Class 16 contains 10007 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61531 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 799 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3270 members 
Mstep: Class 26 contains 18263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413528.000000 Penalty: 55808.535156
Iteration 150Q: 27 clusters Score -5.241353e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 105999 members 
Mstep: Class 3 contains 25957 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 21169 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126736 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 15625 members 
Mstep: Class 13 contains 13211 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61531 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3270 members 
Mstep: Class 26 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413552.000000 Penalty: 55808.535156
Iteration 151Q: 27 clusters Score -5.241355e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 105981 members 
Mstep: Class 3 contains 25957 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 3573 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 21174 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126740 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 13206 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 10021 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61533 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3272 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413536.000000 Penalty: 55808.535156
Iteration 152Q: 27 clusters Score -5.241354e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 105956 members 
Mstep: Class 3 contains 25955 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 21179 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126741 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 15630 members 
Mstep: Class 13 contains 13203 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 10027 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61532 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3274 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413548.000000 Penalty: 55808.535156
Iteration 153Q: 27 clusters Score -5.241355e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 105955 members 
Mstep: Class 3 contains 25954 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 21183 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126740 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13198 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 10028 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61531 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413488.000000 Penalty: 55808.535156
Iteration 154Q: 27 clusters Score -5.241349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 105946 members 
Mstep: Class 3 contains 25953 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 3539 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13191 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 10033 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61532 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413460.000000 Penalty: 55808.535156
Iteration 155Q: 27 clusters Score -5.241346e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 105943 members 
Mstep: Class 3 contains 25953 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 3533 members 
Mstep: Class 6 contains 5432 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 13188 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 10035 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61529 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413524.000000 Penalty: 55808.535156
Iteration 156Q: 27 clusters Score -5.241352e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 105939 members 
Mstep: Class 3 contains 25952 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 5438 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 15630 members 
Mstep: Class 13 contains 13185 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13287 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413492.000000 Penalty: 55808.535156
Iteration 157Q: 27 clusters Score -5.241349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 105936 members 
Mstep: Class 3 contains 25951 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 5442 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126746 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 13180 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13288 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61531 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3215 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413520.000000 Penalty: 55808.535156
Iteration 158Q: 27 clusters Score -5.241352e+07 nChanged 22
Entering ConstructFrom: 
Score: -52413520.000000 Penalty: 55808.535156
Entering ConstructFrom: 
Trying to split cluster 1 (43504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Entering Unmasked Estep 
Score: -4332951.500000 Penalty: 1735.598755
	Iteration 0F: 2 clusters Score -4332952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4303843.500000 Penalty: 3471.197510
	Iteration 0F: 3 clusters Score -4303844 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4315384.500000 Penalty: 3471.197510
	Iteration 1F: 3 clusters Score -4315384 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4315899.500000 Penalty: 3471.197510
	Iteration 2Q: 3 clusters Score -4315900 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4316447.500000 Penalty: 3471.197510
	Iteration 3Q: 3 clusters Score -4316448 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -4317145.500000 Penalty: 3471.197510
	Iteration 4Q: 3 clusters Score -4317146 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4318148.000000 Penalty: 3471.197510
	Iteration 5Q: 3 clusters Score -4318148 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4319552.000000 Penalty: 3471.197510
	Iteration 6F: 3 clusters Score -4319552 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4321383.000000 Penalty: 3471.197510
	Iteration 7F: 3 clusters Score -4321383 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4323497.500000 Penalty: 3471.197510
	Iteration 8F: 3 clusters Score -4323498 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4325470.500000 Penalty: 3471.197510
	Iteration 9F: 3 clusters Score -4325470 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4327077.500000 Penalty: 3471.197510
	Iteration 10Q: 3 clusters Score -4327078 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4328365.000000 Penalty: 3471.197510
	Iteration 11Q: 3 clusters Score -4328365 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -4329315.500000 Penalty: 3471.197510
	Iteration 12Q: 3 clusters Score -4329316 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4329946.000000 Penalty: 3471.197510
	Iteration 13Q: 3 clusters Score -4329946 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -4330427.500000 Penalty: 3471.197510
	Iteration 14Q: 3 clusters Score -4330428 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -4330764.500000 Penalty: 3471.197510
	Iteration 15Q: 3 clusters Score -4330764 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -4331007.500000 Penalty: 3471.197510
	Iteration 16Q: 3 clusters Score -4331008 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -4331134.000000 Penalty: 3471.197510
	Iteration 17Q: 3 clusters Score -4331134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -4331220.500000 Penalty: 3471.197510
	Iteration 18Q: 3 clusters Score -4331220 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -4331281.000000 Penalty: 3471.197510
	Iteration 19Q: 3 clusters Score -4331281 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -4331324.000000 Penalty: 3471.197510
	Iteration 20F: 3 clusters Score -4331324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -4331345.500000 Penalty: 3471.197510
	Iteration 21Q: 3 clusters Score -4331346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -4331374.500000 Penalty: 3471.197510
	Iteration 22Q: 3 clusters Score -4331374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -4331397.500000 Penalty: 3471.197510
	Iteration 23Q: 3 clusters Score -4331398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -4331402.500000 Penalty: 3471.197510
	Iteration 24Q: 3 clusters Score -4331402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -4331412.000000 Penalty: 3471.197510
	Iteration 25Q: 3 clusters Score -4331412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -4331423.500000 Penalty: 3471.197510
	Iteration 26Q: 3 clusters Score -4331424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -4331435.500000 Penalty: 3471.197510
	Iteration 27Q: 3 clusters Score -4331436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -4331445.000000 Penalty: 3471.197510
	Iteration 28Q: 3 clusters Score -4331445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -4331452.000000 Penalty: 3471.197510
	Iteration 29Q: 3 clusters Score -4331452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -4331459.000000 Penalty: 3471.197510
	Iteration 30Q: 3 clusters Score -4331459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -4331461.000000 Penalty: 3471.197510
	Iteration 31Q: 3 clusters Score -4331461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -4331465.000000 Penalty: 3471.197510
	Iteration 32Q: 3 clusters Score -4331465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -4331466.000000 Penalty: 3471.197510
	Iteration 33Q: 3 clusters Score -4331466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -4331473.500000 Penalty: 3471.197510
	Iteration 34Q: 3 clusters Score -4331474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4331473.000000 Penalty: 3471.197510
	Iteration 35Q: 3 clusters Score -4331473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4331477.000000 Penalty: 3471.197510
	Iteration 36Q: 3 clusters Score -4331477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4331477.000000 Penalty: 3471.197510
	Iteration 37F: 3 clusters Score -4331477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Entering Unmasked Estep 
Score: -10505149.000000 Penalty: 1880.216431
	Iteration 0F: 2 clusters Score -1.050515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -10435042.000000 Penalty: 3760.432861
	Iteration 0F: 3 clusters Score -1.043504e+07 nChanged 50647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -10464294.000000 Penalty: 3760.432861
	Iteration 1F: 3 clusters Score -1.046429e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -10465132.000000 Penalty: 3760.432861
	Iteration 2Q: 3 clusters Score -1.046513e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -10466315.000000 Penalty: 3760.432861
	Iteration 3Q: 3 clusters Score -1.046632e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -10467869.000000 Penalty: 3760.432861
	Iteration 4Q: 3 clusters Score -1.046787e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -10470138.000000 Penalty: 3760.432861
	Iteration 5Q: 3 clusters Score -1.047014e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -10473175.000000 Penalty: 3760.432861
	Iteration 6F: 3 clusters Score -1.047318e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -10476898.000000 Penalty: 3760.432861
	Iteration 7F: 3 clusters Score -1.04769e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -10481244.000000 Penalty: 3760.432861
	Iteration 8F: 3 clusters Score -1.048124e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -10485084.000000 Penalty: 3760.432861
	Iteration 9F: 3 clusters Score -1.048508e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -10487663.000000 Penalty: 3760.432861
	Iteration 10Q: 3 clusters Score -1.048766e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -10489200.000000 Penalty: 3760.432861
	Iteration 11Q: 3 clusters Score -1.04892e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -10490255.000000 Penalty: 3760.432861
	Iteration 12Q: 3 clusters Score -1.049026e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -10491126.000000 Penalty: 3760.432861
	Iteration 13Q: 3 clusters Score -1.049113e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -10492079.000000 Penalty: 3760.432861
	Iteration 14Q: 3 clusters Score -1.049208e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88661 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -10493012.000000 Penalty: 3760.432861
	Iteration 15Q: 3 clusters Score -1.049301e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -10493996.000000 Penalty: 3760.432861
	Iteration 16Q: 3 clusters Score -1.0494e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -10495160.000000 Penalty: 3760.432861
	Iteration 17Q: 3 clusters Score -1.049516e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -10496279.000000 Penalty: 3760.432861
	Iteration 18Q: 3 clusters Score -1.049628e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -10497356.000000 Penalty: 3760.432861
	Iteration 19Q: 3 clusters Score -1.049736e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -10498501.000000 Penalty: 3760.432861
	Iteration 20F: 3 clusters Score -1.04985e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -10499600.000000 Penalty: 3760.432861
	Iteration 21Q: 3 clusters Score -1.04996e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -10500589.000000 Penalty: 3760.432861
	Iteration 22Q: 3 clusters Score -1.050059e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -10501504.000000 Penalty: 3760.432861
	Iteration 23Q: 3 clusters Score -1.05015e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10502255.000000 Penalty: 3760.432861
	Iteration 24Q: 3 clusters Score -1.050226e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104951 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10502766.000000 Penalty: 3760.432861
	Iteration 25Q: 3 clusters Score -1.050277e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105301 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10503060.000000 Penalty: 3760.432861
	Iteration 26Q: 3 clusters Score -1.050306e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10503221.000000 Penalty: 3760.432861
	Iteration 27Q: 3 clusters Score -1.050322e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10503339.000000 Penalty: 3760.432861
	Iteration 28Q: 3 clusters Score -1.050334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10503390.000000 Penalty: 3760.432861
	Iteration 29Q: 3 clusters Score -1.050339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10503417.000000 Penalty: 3760.432861
	Iteration 30Q: 3 clusters Score -1.050342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105657 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10503448.000000 Penalty: 3760.432861
	Iteration 31Q: 3 clusters Score -1.050345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10503479.000000 Penalty: 3760.432861
	Iteration 32Q: 3 clusters Score -1.050348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10503488.000000 Penalty: 3760.432861
	Iteration 33Q: 3 clusters Score -1.050349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10503493.000000 Penalty: 3760.432861
	Iteration 34Q: 3 clusters Score -1.050349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10503503.000000 Penalty: 3760.432861
	Iteration 35Q: 3 clusters Score -1.05035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105691 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10503510.000000 Penalty: 3760.432861
	Iteration 36Q: 3 clusters Score -1.050351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10503516.000000 Penalty: 3760.432861
	Iteration 37Q: 3 clusters Score -1.050352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105693 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10503515.000000 Penalty: 3760.432861
	Iteration 38Q: 3 clusters Score -1.050352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10503526.000000 Penalty: 3760.432861
	Iteration 39Q: 3 clusters Score -1.050353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10503519.000000 Penalty: 3760.432861
	Iteration 40F: 3 clusters Score -1.050352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10503520.000000 Penalty: 3760.432861
	Iteration 41Q: 3 clusters Score -1.050352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10503520.000000 Penalty: 3760.432861
	Iteration 42F: 3 clusters Score -1.050352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Entering Unmasked Estep 
Score: -2539763.500000 Penalty: 1651.638184
	Iteration 0F: 2 clusters Score -2539764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2522130.750000 Penalty: 3303.276367
	Iteration 0F: 3 clusters Score -2522131 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2529027.750000 Penalty: 3303.276367
	Iteration 1F: 3 clusters Score -2529028 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2529512.500000 Penalty: 3303.276367
	Iteration 2Q: 3 clusters Score -2529512 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2530157.750000 Penalty: 3303.276367
	Iteration 3F: 3 clusters Score -2530158 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2531111.250000 Penalty: 3303.276367
	Iteration 4F: 3 clusters Score -2531111 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2532507.000000 Penalty: 3303.276367
	Iteration 5F: 3 clusters Score -2532507 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2534214.500000 Penalty: 3303.276367
	Iteration 6F: 3 clusters Score -2534214 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2535887.750000 Penalty: 3303.276367
	Iteration 7F: 3 clusters Score -2535888 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2537143.000000 Penalty: 3303.276367
	Iteration 8F: 3 clusters Score -2537143 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2537803.500000 Penalty: 3303.276367
	Iteration 9Q: 3 clusters Score -2537804 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2538089.750000 Penalty: 3303.276367
	Iteration 10Q: 3 clusters Score -2538090 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2538234.000000 Penalty: 3303.276367
	Iteration 11Q: 3 clusters Score -2538234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2538298.250000 Penalty: 3303.276367
	Iteration 12Q: 3 clusters Score -2538298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2538339.750000 Penalty: 3303.276367
	Iteration 13Q: 3 clusters Score -2538340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2538354.500000 Penalty: 3303.276367
	Iteration 14Q: 3 clusters Score -2538354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2538369.750000 Penalty: 3303.276367
	Iteration 15Q: 3 clusters Score -2538370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2538374.000000 Penalty: 3303.276367
	Iteration 16Q: 3 clusters Score -2538374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2538375.250000 Penalty: 3303.276367
	Iteration 17Q: 3 clusters Score -2538375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2538379.750000 Penalty: 3303.276367
	Iteration 18Q: 3 clusters Score -2538380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2538386.000000 Penalty: 3303.276367
	Iteration 19Q: 3 clusters Score -2538386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2538389.500000 Penalty: 3303.276367
	Iteration 20F: 3 clusters Score -2538390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2538393.000000 Penalty: 3303.276367
	Iteration 21Q: 3 clusters Score -2538393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2538395.500000 Penalty: 3303.276367
	Iteration 22Q: 3 clusters Score -2538396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2538397.750000 Penalty: 3303.276367
	Iteration 23Q: 3 clusters Score -2538398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2538395.000000 Penalty: 3303.276367
	Iteration 24Q: 3 clusters Score -2538395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2538395.000000 Penalty: 3303.276367
	Iteration 25F: 3 clusters Score -2538395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -1374985.875000 Penalty: 1550.285645
	Iteration 0F: 2 clusters Score -1374986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1365226.875000 Penalty: 3100.571289
	Iteration 0F: 3 clusters Score -1365227 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1368560.500000 Penalty: 3100.571289
	Iteration 1F: 3 clusters Score -1368560 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1368828.250000 Penalty: 3100.571289
	Iteration 2F: 3 clusters Score -1368828 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1369023.875000 Penalty: 3100.571289
	Iteration 3Q: 3 clusters Score -1369024 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1369182.750000 Penalty: 3100.571289
	Iteration 4Q: 3 clusters Score -1369183 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1369335.000000 Penalty: 3100.571289
	Iteration 5Q: 3 clusters Score -1369335 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1369463.375000 Penalty: 3100.571289
	Iteration 6Q: 3 clusters Score -1369463 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1369587.125000 Penalty: 3100.571289
	Iteration 7Q: 3 clusters Score -1369587 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1369686.375000 Penalty: 3100.571289
	Iteration 8Q: 3 clusters Score -1369686 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1369770.625000 Penalty: 3100.571289
	Iteration 9Q: 3 clusters Score -1369771 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1369867.250000 Penalty: 3100.571289
	Iteration 10Q: 3 clusters Score -1369867 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1369946.625000 Penalty: 3100.571289
	Iteration 11Q: 3 clusters Score -1369947 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1370035.750000 Penalty: 3100.571289
	Iteration 12Q: 3 clusters Score -1370036 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1370131.750000 Penalty: 3100.571289
	Iteration 13Q: 3 clusters Score -1370132 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1370237.625000 Penalty: 3100.571289
	Iteration 14Q: 3 clusters Score -1370238 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1370386.625000 Penalty: 3100.571289
	Iteration 15Q: 3 clusters Score -1370387 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1370555.125000 Penalty: 3100.571289
	Iteration 16Q: 3 clusters Score -1370555 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1370748.375000 Penalty: 3100.571289
	Iteration 17Q: 3 clusters Score -1370748 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1370980.375000 Penalty: 3100.571289
	Iteration 18Q: 3 clusters Score -1370980 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1371223.875000 Penalty: 3100.571289
	Iteration 19Q: 3 clusters Score -1371224 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1371465.375000 Penalty: 3100.571289
	Iteration 20F: 3 clusters Score -1371465 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1371657.125000 Penalty: 3100.571289
	Iteration 21Q: 3 clusters Score -1371657 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1371825.250000 Penalty: 3100.571289
	Iteration 22Q: 3 clusters Score -1371825 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1371961.875000 Penalty: 3100.571289
	Iteration 23Q: 3 clusters Score -1371962 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1372097.500000 Penalty: 3100.571289
	Iteration 24Q: 3 clusters Score -1372098 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1372248.500000 Penalty: 3100.571289
	Iteration 25Q: 3 clusters Score -1372248 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1372380.000000 Penalty: 3100.571289
	Iteration 26Q: 3 clusters Score -1372380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1372524.750000 Penalty: 3100.571289
	Iteration 27Q: 3 clusters Score -1372525 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1372657.375000 Penalty: 3100.571289
	Iteration 28Q: 3 clusters Score -1372657 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1372772.875000 Penalty: 3100.571289
	Iteration 29Q: 3 clusters Score -1372773 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1372888.125000 Penalty: 3100.571289
	Iteration 30Q: 3 clusters Score -1372888 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1372998.125000 Penalty: 3100.571289
	Iteration 31Q: 3 clusters Score -1372998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1373101.000000 Penalty: 3100.571289
	Iteration 32Q: 3 clusters Score -1373101 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1373175.875000 Penalty: 3100.571289
	Iteration 33Q: 3 clusters Score -1373176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1373257.750000 Penalty: 3100.571289
	Iteration 34Q: 3 clusters Score -1373258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1373326.000000 Penalty: 3100.571289
	Iteration 35Q: 3 clusters Score -1373326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1373395.625000 Penalty: 3100.571289
	Iteration 36Q: 3 clusters Score -1373396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1373450.375000 Penalty: 3100.571289
	Iteration 37Q: 3 clusters Score -1373450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1373492.000000 Penalty: 3100.571289
	Iteration 38Q: 3 clusters Score -1373492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1373536.250000 Penalty: 3100.571289
	Iteration 39Q: 3 clusters Score -1373536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1373561.500000 Penalty: 3100.571289
	Iteration 40F: 3 clusters Score -1373562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1373589.375000 Penalty: 3100.571289
	Iteration 41Q: 3 clusters Score -1373589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1373618.875000 Penalty: 3100.571289
	Iteration 42Q: 3 clusters Score -1373619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1373640.000000 Penalty: 3100.571289
	Iteration 43Q: 3 clusters Score -1373640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1373661.750000 Penalty: 3100.571289
	Iteration 44Q: 3 clusters Score -1373662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1373678.750000 Penalty: 3100.571289
	Iteration 45Q: 3 clusters Score -1373679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1373683.125000 Penalty: 3100.571289
	Iteration 46Q: 3 clusters Score -1373683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1373686.750000 Penalty: 3100.571289
	Iteration 47Q: 3 clusters Score -1373687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1373691.625000 Penalty: 3100.571289
	Iteration 48Q: 3 clusters Score -1373692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1373696.375000 Penalty: 3100.571289
	Iteration 49Q: 3 clusters Score -1373696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1373696.875000 Penalty: 3100.571289
	Iteration 50Q: 3 clusters Score -1373697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1373702.125000 Penalty: 3100.571289
	Iteration 51Q: 3 clusters Score -1373702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1373706.250000 Penalty: 3100.571289
	Iteration 52Q: 3 clusters Score -1373706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1373708.875000 Penalty: 3100.571289
	Iteration 53Q: 3 clusters Score -1373709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1373710.125000 Penalty: 3100.571289
	Iteration 54Q: 3 clusters Score -1373710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1373715.250000 Penalty: 3100.571289
	Iteration 55Q: 3 clusters Score -1373715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1373717.500000 Penalty: 3100.571289
	Iteration 56Q: 3 clusters Score -1373718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1373719.000000 Penalty: 3100.571289
	Iteration 57Q: 3 clusters Score -1373719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1373723.750000 Penalty: 3100.571289
	Iteration 58Q: 3 clusters Score -1373724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1373728.250000 Penalty: 3100.571289
	Iteration 59Q: 3 clusters Score -1373728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1373730.500000 Penalty: 3100.571289
	Iteration 60F: 3 clusters Score -1373730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1373731.750000 Penalty: 3100.571289
	Iteration 61Q: 3 clusters Score -1373732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1373732.875000 Penalty: 3100.571289
	Iteration 62Q: 3 clusters Score -1373733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1373732.875000 Penalty: 3100.571289
	Iteration 63F: 3 clusters Score -1373733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -335009.750000 Penalty: 1327.333008
	Iteration 0F: 2 clusters Score -335009.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -331957.656250 Penalty: 2654.666016
	Iteration 0F: 3 clusters Score -331957.7 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -332777.625000 Penalty: 2654.666016
	Iteration 1F: 3 clusters Score -332777.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -332942.593750 Penalty: 2654.666016
	Iteration 2F: 3 clusters Score -332942.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -333050.031250 Penalty: 2654.666016
	Iteration 3F: 3 clusters Score -333050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -333162.718750 Penalty: 2654.666016
	Iteration 4Q: 3 clusters Score -333162.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -333280.718750 Penalty: 2654.666016
	Iteration 5Q: 3 clusters Score -333280.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -333386.593750 Penalty: 2654.666016
	Iteration 6Q: 3 clusters Score -333386.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -333465.375000 Penalty: 2654.666016
	Iteration 7Q: 3 clusters Score -333465.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -333514.250000 Penalty: 2654.666016
	Iteration 8Q: 3 clusters Score -333514.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -333556.593750 Penalty: 2654.666016
	Iteration 9Q: 3 clusters Score -333556.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -333600.031250 Penalty: 2654.666016
	Iteration 10Q: 3 clusters Score -333600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -333640.406250 Penalty: 2654.666016
	Iteration 11Q: 3 clusters Score -333640.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -333671.937500 Penalty: 2654.666016
	Iteration 12Q: 3 clusters Score -333671.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -333692.031250 Penalty: 2654.666016
	Iteration 13Q: 3 clusters Score -333692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -333709.187500 Penalty: 2654.666016
	Iteration 14Q: 3 clusters Score -333709.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -333726.062500 Penalty: 2654.666016
	Iteration 15Q: 3 clusters Score -333726.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -333745.968750 Penalty: 2654.666016
	Iteration 16Q: 3 clusters Score -333746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -333767.031250 Penalty: 2654.666016
	Iteration 17Q: 3 clusters Score -333767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -333790.562500 Penalty: 2654.666016
	Iteration 18Q: 3 clusters Score -333790.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -333819.562500 Penalty: 2654.666016
	Iteration 19Q: 3 clusters Score -333819.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -333845.437500 Penalty: 2654.666016
	Iteration 20F: 3 clusters Score -333845.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -333869.281250 Penalty: 2654.666016
	Iteration 21Q: 3 clusters Score -333869.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -333896.281250 Penalty: 2654.666016
	Iteration 22Q: 3 clusters Score -333896.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -333919.031250 Penalty: 2654.666016
	Iteration 23Q: 3 clusters Score -333919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -333939.781250 Penalty: 2654.666016
	Iteration 24Q: 3 clusters Score -333939.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -333960.125000 Penalty: 2654.666016
	Iteration 25Q: 3 clusters Score -333960.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -333974.531250 Penalty: 2654.666016
	Iteration 26Q: 3 clusters Score -333974.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -333983.875000 Penalty: 2654.666016
	Iteration 27Q: 3 clusters Score -333983.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -333995.562500 Penalty: 2654.666016
	Iteration 28Q: 3 clusters Score -333995.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -334007.843750 Penalty: 2654.666016
	Iteration 29Q: 3 clusters Score -334007.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -334012.937500 Penalty: 2654.666016
	Iteration 30Q: 3 clusters Score -334012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -334018.437500 Penalty: 2654.666016
	Iteration 31Q: 3 clusters Score -334018.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -334021.843750 Penalty: 2654.666016
	Iteration 32Q: 3 clusters Score -334021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -334025.593750 Penalty: 2654.666016
	Iteration 33Q: 3 clusters Score -334025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -334028.375000 Penalty: 2654.666016
	Iteration 34Q: 3 clusters Score -334028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -334028.156250 Penalty: 2654.666016
	Iteration 35Q: 3 clusters Score -334028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -334028.750000 Penalty: 2654.666016
	Iteration 36Q: 3 clusters Score -334028.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -334028.625000 Penalty: 2654.666016
	Iteration 37Q: 3 clusters Score -334028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -334030.656250 Penalty: 2654.666016
	Iteration 38Q: 3 clusters Score -334030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -334030.937500 Penalty: 2654.666016
	Iteration 39Q: 3 clusters Score -334030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -334030.906250 Penalty: 2654.666016
	Iteration 40F: 3 clusters Score -334030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Entering Unmasked Estep 
Score: -538145.375000 Penalty: 1397.988037
	Iteration 0F: 2 clusters Score -538145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -533883.312500 Penalty: 2795.976074
	Iteration 0F: 3 clusters Score -533883.3 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -535127.687500 Penalty: 2795.976074
	Iteration 1F: 3 clusters Score -535127.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -535300.125000 Penalty: 2795.976074
	Iteration 2F: 3 clusters Score -535300.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -535387.625000 Penalty: 2795.976074
	Iteration 3Q: 3 clusters Score -535387.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -535445.500000 Penalty: 2795.976074
	Iteration 4Q: 3 clusters Score -535445.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -535489.875000 Penalty: 2795.976074
	Iteration 5Q: 3 clusters Score -535489.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -535524.312500 Penalty: 2795.976074
	Iteration 6Q: 3 clusters Score -535524.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -535556.750000 Penalty: 2795.976074
	Iteration 7Q: 3 clusters Score -535556.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -535588.125000 Penalty: 2795.976074
	Iteration 8Q: 3 clusters Score -535588.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -535626.187500 Penalty: 2795.976074
	Iteration 9Q: 3 clusters Score -535626.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -535668.437500 Penalty: 2795.976074
	Iteration 10Q: 3 clusters Score -535668.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -535724.812500 Penalty: 2795.976074
	Iteration 11Q: 3 clusters Score -535724.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -535785.562500 Penalty: 2795.976074
	Iteration 12Q: 3 clusters Score -535785.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -535855.375000 Penalty: 2795.976074
	Iteration 13Q: 3 clusters Score -535855.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -535944.875000 Penalty: 2795.976074
	Iteration 14Q: 3 clusters Score -535944.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -536016.812500 Penalty: 2795.976074
	Iteration 15Q: 3 clusters Score -536016.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -536073.750000 Penalty: 2795.976074
	Iteration 16Q: 3 clusters Score -536073.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -536130.250000 Penalty: 2795.976074
	Iteration 17Q: 3 clusters Score -536130.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -536189.687500 Penalty: 2795.976074
	Iteration 18Q: 3 clusters Score -536189.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -536251.625000 Penalty: 2795.976074
	Iteration 19Q: 3 clusters Score -536251.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -536324.750000 Penalty: 2795.976074
	Iteration 20F: 3 clusters Score -536324.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -536404.562500 Penalty: 2795.976074
	Iteration 21Q: 3 clusters Score -536404.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -536479.062500 Penalty: 2795.976074
	Iteration 22Q: 3 clusters Score -536479.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -536563.562500 Penalty: 2795.976074
	Iteration 23Q: 3 clusters Score -536563.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -536631.125000 Penalty: 2795.976074
	Iteration 24Q: 3 clusters Score -536631.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -536693.062500 Penalty: 2795.976074
	Iteration 25Q: 3 clusters Score -536693.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -536743.187500 Penalty: 2795.976074
	Iteration 26Q: 3 clusters Score -536743.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -536774.375000 Penalty: 2795.976074
	Iteration 27Q: 3 clusters Score -536774.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -536800.687500 Penalty: 2795.976074
	Iteration 28Q: 3 clusters Score -536800.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -536820.312500 Penalty: 2795.976074
	Iteration 29Q: 3 clusters Score -536820.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -536834.437500 Penalty: 2795.976074
	Iteration 30Q: 3 clusters Score -536834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -536841.687500 Penalty: 2795.976074
	Iteration 31Q: 3 clusters Score -536841.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -536851.500000 Penalty: 2795.976074
	Iteration 32Q: 3 clusters Score -536851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -536859.750000 Penalty: 2795.976074
	Iteration 33Q: 3 clusters Score -536859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -536868.812500 Penalty: 2795.976074
	Iteration 34Q: 3 clusters Score -536868.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -536878.437500 Penalty: 2795.976074
	Iteration 35Q: 3 clusters Score -536878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -536884.375000 Penalty: 2795.976074
	Iteration 36Q: 3 clusters Score -536884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -536886.625000 Penalty: 2795.976074
	Iteration 37Q: 3 clusters Score -536886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -536889.875000 Penalty: 2795.976074
	Iteration 38Q: 3 clusters Score -536889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -536893.312500 Penalty: 2795.976074
	Iteration 39Q: 3 clusters Score -536893.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -536897.500000 Penalty: 2795.976074
	Iteration 40F: 3 clusters Score -536897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -536901.375000 Penalty: 2795.976074
	Iteration 41Q: 3 clusters Score -536901.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -536903.437500 Penalty: 2795.976074
	Iteration 42Q: 3 clusters Score -536903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -536905.125000 Penalty: 2795.976074
	Iteration 43Q: 3 clusters Score -536905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -536905.312500 Penalty: 2795.976074
	Iteration 44Q: 3 clusters Score -536905.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -536905.312500 Penalty: 2795.976074
	Iteration 45F: 3 clusters Score -536905.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -2085934.750000 Penalty: 1618.678101
	Iteration 0F: 2 clusters Score -2085935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2071494.375000 Penalty: 3237.356201
	Iteration 0F: 3 clusters Score -2071494 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2076539.875000 Penalty: 3237.356201
	Iteration 1F: 3 clusters Score -2076540 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2076871.750000 Penalty: 3237.356201
	Iteration 2Q: 3 clusters Score -2076872 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2077190.125000 Penalty: 3237.356201
	Iteration 3Q: 3 clusters Score -2077190 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2077549.000000 Penalty: 3237.356201
	Iteration 4Q: 3 clusters Score -2077549 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2077989.750000 Penalty: 3237.356201
	Iteration 5Q: 3 clusters Score -2077990 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2078535.250000 Penalty: 3237.356201
	Iteration 6F: 3 clusters Score -2078535 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2079256.250000 Penalty: 3237.356201
	Iteration 7F: 3 clusters Score -2079256 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2080129.875000 Penalty: 3237.356201
	Iteration 8F: 3 clusters Score -2080130 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2081065.250000 Penalty: 3237.356201
	Iteration 9F: 3 clusters Score -2081065 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2081930.250000 Penalty: 3237.356201
	Iteration 10F: 3 clusters Score -2081930 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2082719.500000 Penalty: 3237.356201
	Iteration 11F: 3 clusters Score -2082720 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2083315.750000 Penalty: 3237.356201
	Iteration 12Q: 3 clusters Score -2083316 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2083719.000000 Penalty: 3237.356201
	Iteration 13Q: 3 clusters Score -2083719 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2083984.750000 Penalty: 3237.356201
	Iteration 14Q: 3 clusters Score -2083985 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2084159.250000 Penalty: 3237.356201
	Iteration 15Q: 3 clusters Score -2084159 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2084270.625000 Penalty: 3237.356201
	Iteration 16Q: 3 clusters Score -2084271 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2084349.875000 Penalty: 3237.356201
	Iteration 17Q: 3 clusters Score -2084350 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2084405.000000 Penalty: 3237.356201
	Iteration 18Q: 3 clusters Score -2084405 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2084440.375000 Penalty: 3237.356201
	Iteration 19Q: 3 clusters Score -2084440 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2084460.625000 Penalty: 3237.356201
	Iteration 20F: 3 clusters Score -2084461 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2084473.250000 Penalty: 3237.356201
	Iteration 21Q: 3 clusters Score -2084473 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2084484.625000 Penalty: 3237.356201
	Iteration 22Q: 3 clusters Score -2084485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2084491.875000 Penalty: 3237.356201
	Iteration 23Q: 3 clusters Score -2084492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2084495.250000 Penalty: 3237.356201
	Iteration 24Q: 3 clusters Score -2084495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2084511.000000 Penalty: 3237.356201
	Iteration 25Q: 3 clusters Score -2084511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2084519.000000 Penalty: 3237.356201
	Iteration 26Q: 3 clusters Score -2084519 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2084528.875000 Penalty: 3237.356201
	Iteration 27Q: 3 clusters Score -2084529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2084536.125000 Penalty: 3237.356201
	Iteration 28Q: 3 clusters Score -2084536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2084544.750000 Penalty: 3237.356201
	Iteration 29Q: 3 clusters Score -2084545 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2084554.625000 Penalty: 3237.356201
	Iteration 30Q: 3 clusters Score -2084555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2084561.625000 Penalty: 3237.356201
	Iteration 31Q: 3 clusters Score -2084562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2084565.625000 Penalty: 3237.356201
	Iteration 32Q: 3 clusters Score -2084566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2084567.750000 Penalty: 3237.356201
	Iteration 33Q: 3 clusters Score -2084568 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2084578.750000 Penalty: 3237.356201
	Iteration 34Q: 3 clusters Score -2084579 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2084582.875000 Penalty: 3237.356201
	Iteration 35Q: 3 clusters Score -2084583 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2084598.125000 Penalty: 3237.356201
	Iteration 36Q: 3 clusters Score -2084598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2084611.875000 Penalty: 3237.356201
	Iteration 37Q: 3 clusters Score -2084612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2084626.000000 Penalty: 3237.356201
	Iteration 38Q: 3 clusters Score -2084626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2084647.250000 Penalty: 3237.356201
	Iteration 39Q: 3 clusters Score -2084647 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2084668.750000 Penalty: 3237.356201
	Iteration 40F: 3 clusters Score -2084669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2084693.625000 Penalty: 3237.356201
	Iteration 41Q: 3 clusters Score -2084694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2084715.875000 Penalty: 3237.356201
	Iteration 42Q: 3 clusters Score -2084716 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2084739.125000 Penalty: 3237.356201
	Iteration 43Q: 3 clusters Score -2084739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2084760.125000 Penalty: 3237.356201
	Iteration 44Q: 3 clusters Score -2084760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2084778.625000 Penalty: 3237.356201
	Iteration 45Q: 3 clusters Score -2084779 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2084794.750000 Penalty: 3237.356201
	Iteration 46Q: 3 clusters Score -2084795 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2084807.625000 Penalty: 3237.356201
	Iteration 47Q: 3 clusters Score -2084808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2084831.375000 Penalty: 3237.356201
	Iteration 48Q: 3 clusters Score -2084831 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2084860.750000 Penalty: 3237.356201
	Iteration 49Q: 3 clusters Score -2084861 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2084878.500000 Penalty: 3237.356201
	Iteration 50Q: 3 clusters Score -2084878 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2084904.875000 Penalty: 3237.356201
	Iteration 51Q: 3 clusters Score -2084905 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2084911.625000 Penalty: 3237.356201
	Iteration 52Q: 3 clusters Score -2084912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2084926.500000 Penalty: 3237.356201
	Iteration 53Q: 3 clusters Score -2084926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2084945.750000 Penalty: 3237.356201
	Iteration 54Q: 3 clusters Score -2084946 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2084959.250000 Penalty: 3237.356201
	Iteration 55Q: 3 clusters Score -2084959 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2084969.250000 Penalty: 3237.356201
	Iteration 56Q: 3 clusters Score -2084969 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2084988.125000 Penalty: 3237.356201
	Iteration 57Q: 3 clusters Score -2084988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2084998.500000 Penalty: 3237.356201
	Iteration 58Q: 3 clusters Score -2084998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2085002.500000 Penalty: 3237.356201
	Iteration 59Q: 3 clusters Score -2085002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2085017.250000 Penalty: 3237.356201
	Iteration 60F: 3 clusters Score -2085017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2085020.125000 Penalty: 3237.356201
	Iteration 61Q: 3 clusters Score -2085020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2085030.750000 Penalty: 3237.356201
	Iteration 62Q: 3 clusters Score -2085031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2085040.000000 Penalty: 3237.356201
	Iteration 63Q: 3 clusters Score -2085040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2085045.500000 Penalty: 3237.356201
	Iteration 64Q: 3 clusters Score -2085046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2085049.375000 Penalty: 3237.356201
	Iteration 65Q: 3 clusters Score -2085049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2085057.625000 Penalty: 3237.356201
	Iteration 66Q: 3 clusters Score -2085058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2085065.625000 Penalty: 3237.356201
	Iteration 67Q: 3 clusters Score -2085066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2085075.875000 Penalty: 3237.356201
	Iteration 68Q: 3 clusters Score -2085076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2085084.500000 Penalty: 3237.356201
	Iteration 69Q: 3 clusters Score -2085084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2085086.375000 Penalty: 3237.356201
	Iteration 70Q: 3 clusters Score -2085086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2085091.125000 Penalty: 3237.356201
	Iteration 71Q: 3 clusters Score -2085091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2085095.625000 Penalty: 3237.356201
	Iteration 72Q: 3 clusters Score -2085096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2085100.000000 Penalty: 3237.356201
	Iteration 73Q: 3 clusters Score -2085100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2085099.375000 Penalty: 3237.356201
	Iteration 74Q: 3 clusters Score -2085099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2085100.875000 Penalty: 3237.356201
	Iteration 75Q: 3 clusters Score -2085101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2085102.125000 Penalty: 3237.356201
	Iteration 76Q: 3 clusters Score -2085102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2085105.750000 Penalty: 3237.356201
	Iteration 77Q: 3 clusters Score -2085106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2085107.375000 Penalty: 3237.356201
	Iteration 78Q: 3 clusters Score -2085107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2085105.125000 Penalty: 3237.356201
	Iteration 79Q: 3 clusters Score -2085105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2085106.375000 Penalty: 3237.356201
	Iteration 80F: 3 clusters Score -2085106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2085108.500000 Penalty: 3237.356201
	Iteration 81Q: 3 clusters Score -2085108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2085107.250000 Penalty: 3237.356201
	Iteration 82Q: 3 clusters Score -2085107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2085109.625000 Penalty: 3237.356201
	Iteration 83Q: 3 clusters Score -2085110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2085111.625000 Penalty: 3237.356201
	Iteration 84Q: 3 clusters Score -2085112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2085111.625000 Penalty: 3237.356201
	Iteration 85F: 3 clusters Score -2085112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Entering Unmasked Estep 
Score: -1934801.875000 Penalty: 1601.229492
	Iteration 0F: 2 clusters Score -1934802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1921744.125000 Penalty: 3202.458984
	Iteration 0F: 3 clusters Score -1921744 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1926278.875000 Penalty: 3202.458984
	Iteration 1F: 3 clusters Score -1926279 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1926504.750000 Penalty: 3202.458984
	Iteration 2Q: 3 clusters Score -1926505 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1926655.000000 Penalty: 3202.458984
	Iteration 3Q: 3 clusters Score -1926655 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1926784.375000 Penalty: 3202.458984
	Iteration 4Q: 3 clusters Score -1926784 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1926886.125000 Penalty: 3202.458984
	Iteration 5Q: 3 clusters Score -1926886 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1927005.750000 Penalty: 3202.458984
	Iteration 6Q: 3 clusters Score -1927006 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1927160.500000 Penalty: 3202.458984
	Iteration 7Q: 3 clusters Score -1927160 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1927352.000000 Penalty: 3202.458984
	Iteration 8Q: 3 clusters Score -1927352 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1927600.625000 Penalty: 3202.458984
	Iteration 9Q: 3 clusters Score -1927601 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1927960.125000 Penalty: 3202.458984
	Iteration 10Q: 3 clusters Score -1927960 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1928433.375000 Penalty: 3202.458984
	Iteration 11Q: 3 clusters Score -1928433 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1929034.750000 Penalty: 3202.458984
	Iteration 12Q: 3 clusters Score -1929035 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1929680.250000 Penalty: 3202.458984
	Iteration 13Q: 3 clusters Score -1929680 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1930266.000000 Penalty: 3202.458984
	Iteration 14Q: 3 clusters Score -1930266 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1930784.875000 Penalty: 3202.458984
	Iteration 15Q: 3 clusters Score -1930785 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1931240.250000 Penalty: 3202.458984
	Iteration 16Q: 3 clusters Score -1931240 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1931595.625000 Penalty: 3202.458984
	Iteration 17Q: 3 clusters Score -1931596 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1931888.000000 Penalty: 3202.458984
	Iteration 18Q: 3 clusters Score -1931888 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1932115.750000 Penalty: 3202.458984
	Iteration 19Q: 3 clusters Score -1932116 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1932321.375000 Penalty: 3202.458984
	Iteration 20F: 3 clusters Score -1932321 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1932506.750000 Penalty: 3202.458984
	Iteration 21Q: 3 clusters Score -1932507 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1932653.500000 Penalty: 3202.458984
	Iteration 22Q: 3 clusters Score -1932654 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1932763.500000 Penalty: 3202.458984
	Iteration 23Q: 3 clusters Score -1932764 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1932865.500000 Penalty: 3202.458984
	Iteration 24Q: 3 clusters Score -1932866 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1932956.625000 Penalty: 3202.458984
	Iteration 25Q: 3 clusters Score -1932957 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1933022.375000 Penalty: 3202.458984
	Iteration 26Q: 3 clusters Score -1933022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1933097.625000 Penalty: 3202.458984
	Iteration 27Q: 3 clusters Score -1933098 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1933159.875000 Penalty: 3202.458984
	Iteration 28Q: 3 clusters Score -1933160 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1933205.500000 Penalty: 3202.458984
	Iteration 29Q: 3 clusters Score -1933206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1933252.250000 Penalty: 3202.458984
	Iteration 30Q: 3 clusters Score -1933252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1933285.875000 Penalty: 3202.458984
	Iteration 31Q: 3 clusters Score -1933286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1933319.750000 Penalty: 3202.458984
	Iteration 32Q: 3 clusters Score -1933320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1933345.375000 Penalty: 3202.458984
	Iteration 33Q: 3 clusters Score -1933345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1933356.250000 Penalty: 3202.458984
	Iteration 34Q: 3 clusters Score -1933356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1933376.750000 Penalty: 3202.458984
	Iteration 35Q: 3 clusters Score -1933377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1933394.250000 Penalty: 3202.458984
	Iteration 36Q: 3 clusters Score -1933394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1933407.750000 Penalty: 3202.458984
	Iteration 37Q: 3 clusters Score -1933408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1933424.500000 Penalty: 3202.458984
	Iteration 38Q: 3 clusters Score -1933424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1933437.250000 Penalty: 3202.458984
	Iteration 39Q: 3 clusters Score -1933437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1933447.125000 Penalty: 3202.458984
	Iteration 40F: 3 clusters Score -1933447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1933455.000000 Penalty: 3202.458984
	Iteration 41Q: 3 clusters Score -1933455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1933462.750000 Penalty: 3202.458984
	Iteration 42Q: 3 clusters Score -1933463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1933475.125000 Penalty: 3202.458984
	Iteration 43Q: 3 clusters Score -1933475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1933477.750000 Penalty: 3202.458984
	Iteration 44Q: 3 clusters Score -1933478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1933481.000000 Penalty: 3202.458984
	Iteration 45Q: 3 clusters Score -1933481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1933481.250000 Penalty: 3202.458984
	Iteration 46Q: 3 clusters Score -1933481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1933479.750000 Penalty: 3202.458984
	Iteration 47Q: 3 clusters Score -1933480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1933481.500000 Penalty: 3202.458984
	Iteration 48Q: 3 clusters Score -1933482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1933483.750000 Penalty: 3202.458984
	Iteration 49Q: 3 clusters Score -1933484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1933485.125000 Penalty: 3202.458984
	Iteration 50Q: 3 clusters Score -1933485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1933489.125000 Penalty: 3202.458984
	Iteration 51Q: 3 clusters Score -1933489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1933492.875000 Penalty: 3202.458984
	Iteration 52Q: 3 clusters Score -1933493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1933494.250000 Penalty: 3202.458984
	Iteration 53Q: 3 clusters Score -1933494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1933494.875000 Penalty: 3202.458984
	Iteration 54Q: 3 clusters Score -1933495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1933499.375000 Penalty: 3202.458984
	Iteration 55Q: 3 clusters Score -1933499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1933504.750000 Penalty: 3202.458984
	Iteration 56Q: 3 clusters Score -1933505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1933508.750000 Penalty: 3202.458984
	Iteration 57Q: 3 clusters Score -1933509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1933510.250000 Penalty: 3202.458984
	Iteration 58Q: 3 clusters Score -1933510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1933511.875000 Penalty: 3202.458984
	Iteration 59Q: 3 clusters Score -1933512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1933517.375000 Penalty: 3202.458984
	Iteration 60F: 3 clusters Score -1933517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1933519.500000 Penalty: 3202.458984
	Iteration 61Q: 3 clusters Score -1933520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1933521.875000 Penalty: 3202.458984
	Iteration 62Q: 3 clusters Score -1933522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1933529.125000 Penalty: 3202.458984
	Iteration 63Q: 3 clusters Score -1933529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1933530.000000 Penalty: 3202.458984
	Iteration 64Q: 3 clusters Score -1933530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1933531.625000 Penalty: 3202.458984
	Iteration 65Q: 3 clusters Score -1933532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1933533.625000 Penalty: 3202.458984
	Iteration 66Q: 3 clusters Score -1933534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1933536.250000 Penalty: 3202.458984
	Iteration 67Q: 3 clusters Score -1933536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1933535.000000 Penalty: 3202.458984
	Iteration 68Q: 3 clusters Score -1933535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1933535.000000 Penalty: 3202.458984
	Iteration 69F: 3 clusters Score -1933535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126745 members 
Entering Unmasked Estep 
Score: -12563980.000000 Penalty: 1909.364014
	Iteration 0F: 2 clusters Score -1.256398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -12480342.000000 Penalty: 3818.728027
	Iteration 0F: 3 clusters Score -1.248034e+07 nChanged 60919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -12515874.000000 Penalty: 3818.728027
	Iteration 1F: 3 clusters Score -1.251587e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -12516662.000000 Penalty: 3818.728027
	Iteration 2Q: 3 clusters Score -1.251666e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -12518193.000000 Penalty: 3818.728027
	Iteration 3Q: 3 clusters Score -1.251819e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -12521035.000000 Penalty: 3818.728027
	Iteration 4Q: 3 clusters Score -1.252104e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -12526327.000000 Penalty: 3818.728027
	Iteration 5F: 3 clusters Score -1.252633e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -12535012.000000 Penalty: 3818.728027
	Iteration 6F: 3 clusters Score -1.253501e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -12545939.000000 Penalty: 3818.728027
	Iteration 7F: 3 clusters Score -1.254594e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 118862 members 
Entering Unmasked Estep 
Score: -12554860.000000 Penalty: 3818.728027
	Iteration 8F: 3 clusters Score -1.255486e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -12559559.000000 Penalty: 3818.728027
	Iteration 9Q: 3 clusters Score -1.255956e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 125748 members 
Entering Unmasked Estep 
Score: -12561414.000000 Penalty: 3818.728027
	Iteration 10Q: 3 clusters Score -1.256141e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 126322 members 
Entering Unmasked Estep 
Score: -12561944.000000 Penalty: 3818.728027
	Iteration 11Q: 3 clusters Score -1.256194e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -12562111.000000 Penalty: 3818.728027
	Iteration 12Q: 3 clusters Score -1.256211e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 126522 members 
Entering Unmasked Estep 
Score: -12562180.000000 Penalty: 3818.728027
	Iteration 13Q: 3 clusters Score -1.256218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 126548 members 
Entering Unmasked Estep 
Score: -12562224.000000 Penalty: 3818.728027
	Iteration 14Q: 3 clusters Score -1.256222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 126552 members 
Entering Unmasked Estep 
Score: -12562216.000000 Penalty: 3818.728027
	Iteration 15Q: 3 clusters Score -1.256222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 126558 members 
Entering Unmasked Estep 
Score: -12562225.000000 Penalty: 3818.728027
	Iteration 16Q: 3 clusters Score -1.256222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 126563 members 
Entering Unmasked Estep 
Score: -12562247.000000 Penalty: 3818.728027
	Iteration 17Q: 3 clusters Score -1.256225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126565 members 
Entering Unmasked Estep 
Score: -12562251.000000 Penalty: 3818.728027
	Iteration 18Q: 3 clusters Score -1.256225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -12562249.000000 Penalty: 3818.728027
	Iteration 19Q: 3 clusters Score -1.256225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 126568 members 
Entering Unmasked Estep 
Score: -12562255.000000 Penalty: 3818.728027
	Iteration 20F: 3 clusters Score -1.256226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -12562261.000000 Penalty: 3818.728027
	Iteration 21Q: 3 clusters Score -1.256226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -12562260.000000 Penalty: 3818.728027
	Iteration 22Q: 3 clusters Score -1.256226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -12562266.000000 Penalty: 3818.728027
	Iteration 23Q: 3 clusters Score -1.256227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -12562260.000000 Penalty: 3818.728027
	Iteration 24Q: 3 clusters Score -1.256226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -12562261.000000 Penalty: 3818.728027
	Iteration 25Q: 3 clusters Score -1.256226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 126571 members 
Entering Unmasked Estep 
Score: -12562261.000000 Penalty: 3818.728027
	Iteration 26F: 3 clusters Score -1.256226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -275219.468750 Penalty: 1291.899414
	Iteration 0F: 2 clusters Score -275219.5 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 1443 members 
Entering Unmasked Estep 
Score: -272581.218750 Penalty: 2583.798828
	Iteration 0F: 3 clusters Score -272581.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -273151.437500 Penalty: 2583.798828
	Iteration 1F: 3 clusters Score -273151.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -273281.312500 Penalty: 2583.798828
	Iteration 2F: 3 clusters Score -273281.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -273381.531250 Penalty: 2583.798828
	Iteration 3F: 3 clusters Score -273381.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -273447.343750 Penalty: 2583.798828
	Iteration 4Q: 3 clusters Score -273447.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -273495.750000 Penalty: 2583.798828
	Iteration 5Q: 3 clusters Score -273495.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -273537.718750 Penalty: 2583.798828
	Iteration 6Q: 3 clusters Score -273537.7 nChanged 69
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: -273578.687500 Penalty: 2583.798828
	Iteration 7Q: 3 clusters Score -273578.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -273617.468750 Penalty: 2583.798828
	Iteration 8Q: 3 clusters Score -273617.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -273648.812500 Penalty: 2583.798828
	Iteration 9Q: 3 clusters Score -273648.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -273684.281250 Penalty: 2583.798828
	Iteration 10Q: 3 clusters Score -273684.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -273714.000000 Penalty: 2583.798828
	Iteration 11Q: 3 clusters Score -273714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -273739.156250 Penalty: 2583.798828
	Iteration 12Q: 3 clusters Score -273739.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -273764.218750 Penalty: 2583.798828
	Iteration 13Q: 3 clusters Score -273764.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -273784.562500 Penalty: 2583.798828
	Iteration 14Q: 3 clusters Score -273784.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -273805.625000 Penalty: 2583.798828
	Iteration 15Q: 3 clusters Score -273805.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -273821.593750 Penalty: 2583.798828
	Iteration 16Q: 3 clusters Score -273821.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -273843.875000 Penalty: 2583.798828
	Iteration 17Q: 3 clusters Score -273843.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -273870.250000 Penalty: 2583.798828
	Iteration 18Q: 3 clusters Score -273870.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -273891.875000 Penalty: 2583.798828
	Iteration 19Q: 3 clusters Score -273891.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -273909.718750 Penalty: 2583.798828
	Iteration 20F: 3 clusters Score -273909.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -273923.343750 Penalty: 2583.798828
	Iteration 21Q: 3 clusters Score -273923.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -273942.281250 Penalty: 2583.798828
	Iteration 22Q: 3 clusters Score -273942.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -273966.500000 Penalty: 2583.798828
	Iteration 23Q: 3 clusters Score -273966.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -273980.125000 Penalty: 2583.798828
	Iteration 24Q: 3 clusters Score -273980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -273992.593750 Penalty: 2583.798828
	Iteration 25Q: 3 clusters Score -273992.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -274003.562500 Penalty: 2583.798828
	Iteration 26Q: 3 clusters Score -274003.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -274014.593750 Penalty: 2583.798828
	Iteration 27Q: 3 clusters Score -274014.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -274026.875000 Penalty: 2583.798828
	Iteration 28Q: 3 clusters Score -274026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -274034.312500 Penalty: 2583.798828
	Iteration 29Q: 3 clusters Score -274034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -274043.062500 Penalty: 2583.798828
	Iteration 30Q: 3 clusters Score -274043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -274049.906250 Penalty: 2583.798828
	Iteration 31Q: 3 clusters Score -274049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -274054.875000 Penalty: 2583.798828
	Iteration 32Q: 3 clusters Score -274054.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -274062.500000 Penalty: 2583.798828
	Iteration 33Q: 3 clusters Score -274062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -274067.156250 Penalty: 2583.798828
	Iteration 34Q: 3 clusters Score -274067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -274070.656250 Penalty: 2583.798828
	Iteration 35Q: 3 clusters Score -274070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -274073.156250 Penalty: 2583.798828
	Iteration 36Q: 3 clusters Score -274073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -274075.375000 Penalty: 2583.798828
	Iteration 37Q: 3 clusters Score -274075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -274079.781250 Penalty: 2583.798828
	Iteration 38Q: 3 clusters Score -274079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -274089.500000 Penalty: 2583.798828
	Iteration 39Q: 3 clusters Score -274089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -274097.468750 Penalty: 2583.798828
	Iteration 40F: 3 clusters Score -274097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -274101.031250 Penalty: 2583.798828
	Iteration 41Q: 3 clusters Score -274101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -274103.437500 Penalty: 2583.798828
	Iteration 42Q: 3 clusters Score -274103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -274103.781250 Penalty: 2583.798828
	Iteration 43Q: 3 clusters Score -274103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -274105.000000 Penalty: 2583.798828
	Iteration 44Q: 3 clusters Score -274105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -274105.656250 Penalty: 2583.798828
	Iteration 45Q: 3 clusters Score -274105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -274105.656250 Penalty: 2583.798828
	Iteration 46F: 3 clusters Score -274105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -453617.468750 Penalty: 1384.336060
	Iteration 0F: 2 clusters Score -453617.5 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 2546 members 
Entering Unmasked Estep 
Score: -449677.343750 Penalty: 2768.672119
	Iteration 0F: 3 clusters Score -449677.3 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -450943.218750 Penalty: 2768.672119
	Iteration 1F: 3 clusters Score -450943.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -451196.437500 Penalty: 2768.672119
	Iteration 2F: 3 clusters Score -451196.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -451401.406250 Penalty: 2768.672119
	Iteration 3F: 3 clusters Score -451401.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -451599.187500 Penalty: 2768.672119
	Iteration 4F: 3 clusters Score -451599.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -451785.312500 Penalty: 2768.672119
	Iteration 5F: 3 clusters Score -451785.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -451936.750000 Penalty: 2768.672119
	Iteration 6Q: 3 clusters Score -451936.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -452048.656250 Penalty: 2768.672119
	Iteration 7Q: 3 clusters Score -452048.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -452130.625000 Penalty: 2768.672119
	Iteration 8Q: 3 clusters Score -452130.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -452203.906250 Penalty: 2768.672119
	Iteration 9Q: 3 clusters Score -452203.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -452269.750000 Penalty: 2768.672119
	Iteration 10Q: 3 clusters Score -452269.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -452341.125000 Penalty: 2768.672119
	Iteration 11Q: 3 clusters Score -452341.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -452406.781250 Penalty: 2768.672119
	Iteration 12Q: 3 clusters Score -452406.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -452452.593750 Penalty: 2768.672119
	Iteration 13Q: 3 clusters Score -452452.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -452492.250000 Penalty: 2768.672119
	Iteration 14Q: 3 clusters Score -452492.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -452517.843750 Penalty: 2768.672119
	Iteration 15Q: 3 clusters Score -452517.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -452533.531250 Penalty: 2768.672119
	Iteration 16Q: 3 clusters Score -452533.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -452544.343750 Penalty: 2768.672119
	Iteration 17Q: 3 clusters Score -452544.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -452553.843750 Penalty: 2768.672119
	Iteration 18Q: 3 clusters Score -452553.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -452561.656250 Penalty: 2768.672119
	Iteration 19Q: 3 clusters Score -452561.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -452567.593750 Penalty: 2768.672119
	Iteration 20F: 3 clusters Score -452567.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -452573.125000 Penalty: 2768.672119
	Iteration 21Q: 3 clusters Score -452573.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -452580.781250 Penalty: 2768.672119
	Iteration 22Q: 3 clusters Score -452580.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -452587.031250 Penalty: 2768.672119
	Iteration 23Q: 3 clusters Score -452587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -452591.000000 Penalty: 2768.672119
	Iteration 24Q: 3 clusters Score -452591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -452601.343750 Penalty: 2768.672119
	Iteration 25Q: 3 clusters Score -452601.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -452616.250000 Penalty: 2768.672119
	Iteration 26Q: 3 clusters Score -452616.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -452636.468750 Penalty: 2768.672119
	Iteration 27Q: 3 clusters Score -452636.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -452655.625000 Penalty: 2768.672119
	Iteration 28Q: 3 clusters Score -452655.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -452676.343750 Penalty: 2768.672119
	Iteration 29Q: 3 clusters Score -452676.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -452700.531250 Penalty: 2768.672119
	Iteration 30Q: 3 clusters Score -452700.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -452724.937500 Penalty: 2768.672119
	Iteration 31Q: 3 clusters Score -452724.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -452760.625000 Penalty: 2768.672119
	Iteration 32Q: 3 clusters Score -452760.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -452798.156250 Penalty: 2768.672119
	Iteration 33Q: 3 clusters Score -452798.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -452826.343750 Penalty: 2768.672119
	Iteration 34Q: 3 clusters Score -452826.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -452847.500000 Penalty: 2768.672119
	Iteration 35Q: 3 clusters Score -452847.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -452867.843750 Penalty: 2768.672119
	Iteration 36Q: 3 clusters Score -452867.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -452883.593750 Penalty: 2768.672119
	Iteration 37Q: 3 clusters Score -452883.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -452892.218750 Penalty: 2768.672119
	Iteration 38Q: 3 clusters Score -452892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -452898.500000 Penalty: 2768.672119
	Iteration 39Q: 3 clusters Score -452898.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -452903.875000 Penalty: 2768.672119
	Iteration 40F: 3 clusters Score -452903.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -452909.437500 Penalty: 2768.672119
	Iteration 41Q: 3 clusters Score -452909.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -452911.593750 Penalty: 2768.672119
	Iteration 42Q: 3 clusters Score -452911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -452911.656250 Penalty: 2768.672119
	Iteration 43Q: 3 clusters Score -452911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -452912.468750 Penalty: 2768.672119
	Iteration 44Q: 3 clusters Score -452912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -452913.437500 Penalty: 2768.672119
	Iteration 45Q: 3 clusters Score -452913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -452913.656250 Penalty: 2768.672119
	Iteration 46Q: 3 clusters Score -452913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -452913.375000 Penalty: 2768.672119
	Iteration 47Q: 3 clusters Score -452913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -452913.906250 Penalty: 2768.672119
	Iteration 48Q: 3 clusters Score -452913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -452913.906250 Penalty: 2768.672119
	Iteration 49F: 3 clusters Score -452913.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -1532834.500000 Penalty: 1569.285156
	Iteration 0F: 2 clusters Score -1532834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1522005.625000 Penalty: 3138.570312
	Iteration 0F: 3 clusters Score -1522006 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1525944.375000 Penalty: 3138.570312
	Iteration 1F: 3 clusters Score -1525944 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1526400.250000 Penalty: 3138.570312
	Iteration 2F: 3 clusters Score -1526400 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1526838.500000 Penalty: 3138.570312
	Iteration 3F: 3 clusters Score -1526838 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1527261.750000 Penalty: 3138.570312
	Iteration 4F: 3 clusters Score -1527262 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1527707.875000 Penalty: 3138.570312
	Iteration 5F: 3 clusters Score -1527708 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1528200.500000 Penalty: 3138.570312
	Iteration 6F: 3 clusters Score -1528200 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1528813.250000 Penalty: 3138.570312
	Iteration 7F: 3 clusters Score -1528813 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1529550.875000 Penalty: 3138.570312
	Iteration 8F: 3 clusters Score -1529551 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1530327.250000 Penalty: 3138.570312
	Iteration 9F: 3 clusters Score -1530327 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1530957.500000 Penalty: 3138.570312
	Iteration 10Q: 3 clusters Score -1530958 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1531424.875000 Penalty: 3138.570312
	Iteration 11Q: 3 clusters Score -1531425 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1531739.625000 Penalty: 3138.570312
	Iteration 12Q: 3 clusters Score -1531740 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1531914.625000 Penalty: 3138.570312
	Iteration 13Q: 3 clusters Score -1531915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1532012.875000 Penalty: 3138.570312
	Iteration 14Q: 3 clusters Score -1532013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1532077.000000 Penalty: 3138.570312
	Iteration 15Q: 3 clusters Score -1532077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1532121.750000 Penalty: 3138.570312
	Iteration 16Q: 3 clusters Score -1532122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1532156.875000 Penalty: 3138.570312
	Iteration 17Q: 3 clusters Score -1532157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1532176.250000 Penalty: 3138.570312
	Iteration 18Q: 3 clusters Score -1532176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1532181.250000 Penalty: 3138.570312
	Iteration 19Q: 3 clusters Score -1532181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1532184.625000 Penalty: 3138.570312
	Iteration 20F: 3 clusters Score -1532185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1532191.250000 Penalty: 3138.570312
	Iteration 21Q: 3 clusters Score -1532191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1532193.250000 Penalty: 3138.570312
	Iteration 22Q: 3 clusters Score -1532193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1532195.250000 Penalty: 3138.570312
	Iteration 23Q: 3 clusters Score -1532195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1532196.500000 Penalty: 3138.570312
	Iteration 24Q: 3 clusters Score -1532196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1532196.500000 Penalty: 3138.570312
	Iteration 25F: 3 clusters Score -1532196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Entering Unmasked Estep 
Score: -1290559.375000 Penalty: 1541.499756
	Iteration 0F: 2 clusters Score -1290559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1281482.875000 Penalty: 3082.999512
	Iteration 0F: 3 clusters Score -1281483 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1284670.750000 Penalty: 3082.999512
	Iteration 1F: 3 clusters Score -1284671 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1285007.000000 Penalty: 3082.999512
	Iteration 2F: 3 clusters Score -1285007 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1285299.750000 Penalty: 3082.999512
	Iteration 3F: 3 clusters Score -1285300 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1285595.000000 Penalty: 3082.999512
	Iteration 4Q: 3 clusters Score -1285595 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1285914.375000 Penalty: 3082.999512
	Iteration 5Q: 3 clusters Score -1285914 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1286320.125000 Penalty: 3082.999512
	Iteration 6F: 3 clusters Score -1286320 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1286852.375000 Penalty: 3082.999512
	Iteration 7F: 3 clusters Score -1286852 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1287433.375000 Penalty: 3082.999512
	Iteration 8F: 3 clusters Score -1287433 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1288017.750000 Penalty: 3082.999512
	Iteration 9F: 3 clusters Score -1288018 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1288492.375000 Penalty: 3082.999512
	Iteration 10Q: 3 clusters Score -1288492 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1288790.875000 Penalty: 3082.999512
	Iteration 11Q: 3 clusters Score -1288791 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1288967.625000 Penalty: 3082.999512
	Iteration 12Q: 3 clusters Score -1288968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1289048.000000 Penalty: 3082.999512
	Iteration 13Q: 3 clusters Score -1289048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1289095.375000 Penalty: 3082.999512
	Iteration 14Q: 3 clusters Score -1289095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1289118.750000 Penalty: 3082.999512
	Iteration 15Q: 3 clusters Score -1289119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1289140.250000 Penalty: 3082.999512
	Iteration 16Q: 3 clusters Score -1289140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1289160.000000 Penalty: 3082.999512
	Iteration 17Q: 3 clusters Score -1289160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1289168.250000 Penalty: 3082.999512
	Iteration 18Q: 3 clusters Score -1289168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1289173.000000 Penalty: 3082.999512
	Iteration 19Q: 3 clusters Score -1289173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1289178.625000 Penalty: 3082.999512
	Iteration 20F: 3 clusters Score -1289179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1289181.000000 Penalty: 3082.999512
	Iteration 21Q: 3 clusters Score -1289181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1289181.000000 Penalty: 3082.999512
	Iteration 22F: 3 clusters Score -1289181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -151894.078125 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -151894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -150020.406250 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -150020.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -150432.968750 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -150433 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -150534.687500 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -150534.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -150591.718750 Penalty: 2418.619873
	Iteration 3Q: 3 clusters Score -150591.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -150628.312500 Penalty: 2418.619873
	Iteration 4Q: 3 clusters Score -150628.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -150647.562500 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -150647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -150659.546875 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -150659.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -150669.234375 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -150669.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -150676.890625 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -150676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -150684.953125 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -150685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -150691.000000 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -150691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -150696.046875 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -150696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -150700.687500 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -150700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -150704.437500 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -150704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150709.437500 Penalty: 2418.619873
	Iteration 14Q: 3 clusters Score -150709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150712.140625 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -150712.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -150714.171875 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -150714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -150720.437500 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -150720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -150722.187500 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -150722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -150723.921875 Penalty: 2418.619873
	Iteration 19Q: 3 clusters Score -150723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -150724.828125 Penalty: 2418.619873
	Iteration 20F: 3 clusters Score -150724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -150726.984375 Penalty: 2418.619873
	Iteration 21Q: 3 clusters Score -150727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -150729.125000 Penalty: 2418.619873
	Iteration 22Q: 3 clusters Score -150729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150730.734375 Penalty: 2418.619873
	Iteration 23Q: 3 clusters Score -150730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -150732.546875 Penalty: 2418.619873
	Iteration 24Q: 3 clusters Score -150732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150733.375000 Penalty: 2418.619873
	Iteration 25Q: 3 clusters Score -150733.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150733.375000 Penalty: 2418.619873
	Iteration 26F: 3 clusters Score -150733.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Entering Unmasked Estep 
Score: -1307259.500000 Penalty: 1542.899658
	Iteration 0F: 2 clusters Score -1307260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1297956.125000 Penalty: 3085.799316
	Iteration 0F: 3 clusters Score -1297956 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1301142.750000 Penalty: 3085.799316
	Iteration 1F: 3 clusters Score -1301143 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1301587.000000 Penalty: 3085.799316
	Iteration 2F: 3 clusters Score -1301587 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1302031.375000 Penalty: 3085.799316
	Iteration 3F: 3 clusters Score -1302031 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1302490.125000 Penalty: 3085.799316
	Iteration 4F: 3 clusters Score -1302490 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1302918.000000 Penalty: 3085.799316
	Iteration 5F: 3 clusters Score -1302918 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1303273.625000 Penalty: 3085.799316
	Iteration 6F: 3 clusters Score -1303274 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1303554.250000 Penalty: 3085.799316
	Iteration 7Q: 3 clusters Score -1303554 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1303877.500000 Penalty: 3085.799316
	Iteration 8Q: 3 clusters Score -1303878 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1304192.625000 Penalty: 3085.799316
	Iteration 9Q: 3 clusters Score -1304193 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1304494.750000 Penalty: 3085.799316
	Iteration 10Q: 3 clusters Score -1304495 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1304760.000000 Penalty: 3085.799316
	Iteration 11Q: 3 clusters Score -1304760 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1304968.250000 Penalty: 3085.799316
	Iteration 12Q: 3 clusters Score -1304968 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1305112.250000 Penalty: 3085.799316
	Iteration 13Q: 3 clusters Score -1305112 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1305212.250000 Penalty: 3085.799316
	Iteration 14Q: 3 clusters Score -1305212 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1305295.125000 Penalty: 3085.799316
	Iteration 15Q: 3 clusters Score -1305295 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1305361.250000 Penalty: 3085.799316
	Iteration 16Q: 3 clusters Score -1305361 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1305421.250000 Penalty: 3085.799316
	Iteration 17Q: 3 clusters Score -1305421 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1305464.375000 Penalty: 3085.799316
	Iteration 18Q: 3 clusters Score -1305464 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1305517.250000 Penalty: 3085.799316
	Iteration 19Q: 3 clusters Score -1305517 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1305584.250000 Penalty: 3085.799316
	Iteration 20F: 3 clusters Score -1305584 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1305641.625000 Penalty: 3085.799316
	Iteration 21Q: 3 clusters Score -1305642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1305697.500000 Penalty: 3085.799316
	Iteration 22Q: 3 clusters Score -1305698 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1305767.750000 Penalty: 3085.799316
	Iteration 23Q: 3 clusters Score -1305768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1305824.125000 Penalty: 3085.799316
	Iteration 24Q: 3 clusters Score -1305824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1305870.375000 Penalty: 3085.799316
	Iteration 25Q: 3 clusters Score -1305870 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1305918.250000 Penalty: 3085.799316
	Iteration 26Q: 3 clusters Score -1305918 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1305970.875000 Penalty: 3085.799316
	Iteration 27Q: 3 clusters Score -1305971 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1306016.875000 Penalty: 3085.799316
	Iteration 28Q: 3 clusters Score -1306017 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1306079.000000 Penalty: 3085.799316
	Iteration 29Q: 3 clusters Score -1306079 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1306139.625000 Penalty: 3085.799316
	Iteration 30Q: 3 clusters Score -1306140 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1306214.875000 Penalty: 3085.799316
	Iteration 31Q: 3 clusters Score -1306215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1306295.875000 Penalty: 3085.799316
	Iteration 32Q: 3 clusters Score -1306296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1306392.375000 Penalty: 3085.799316
	Iteration 33Q: 3 clusters Score -1306392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1306522.125000 Penalty: 3085.799316
	Iteration 34Q: 3 clusters Score -1306522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1306712.250000 Penalty: 3085.799316
	Iteration 35Q: 3 clusters Score -1306712 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1306945.000000 Penalty: 3085.799316
	Iteration 36Q: 3 clusters Score -1306945 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1307114.125000 Penalty: 3085.799316
	Iteration 37Q: 3 clusters Score -1307114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1307160.125000 Penalty: 3085.799316
	Iteration 38Q: 3 clusters Score -1307160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1307179.500000 Penalty: 3085.799316
	Iteration 39Q: 3 clusters Score -1307180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1307183.000000 Penalty: 3085.799316
	Iteration 40F: 3 clusters Score -1307183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1307189.750000 Penalty: 3085.799316
	Iteration 41Q: 3 clusters Score -1307190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1307188.500000 Penalty: 3085.799316
	Iteration 42Q: 3 clusters Score -1307188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1307188.750000 Penalty: 3085.799316
	Iteration 43Q: 3 clusters Score -1307189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1307190.375000 Penalty: 3085.799316
	Iteration 44Q: 3 clusters Score -1307190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1307189.375000 Penalty: 3085.799316
	Iteration 45Q: 3 clusters Score -1307189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1307189.375000 Penalty: 3085.799316
	Iteration 46F: 3 clusters Score -1307189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Entering Unmasked Estep 
Score: -904089.500000 Penalty: 1497.361450
	Iteration 0F: 2 clusters Score -904089.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -896920.875000 Penalty: 2994.722900
	Iteration 0F: 3 clusters Score -896920.9 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -899269.000000 Penalty: 2994.722900
	Iteration 1F: 3 clusters Score -899269 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -899593.437500 Penalty: 2994.722900
	Iteration 2F: 3 clusters Score -899593.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -899880.312500 Penalty: 2994.722900
	Iteration 3F: 3 clusters Score -899880.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -900147.625000 Penalty: 2994.722900
	Iteration 4F: 3 clusters Score -900147.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -900427.375000 Penalty: 2994.722900
	Iteration 5Q: 3 clusters Score -900427.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -900774.062500 Penalty: 2994.722900
	Iteration 6F: 3 clusters Score -900774.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -901196.125000 Penalty: 2994.722900
	Iteration 7F: 3 clusters Score -901196.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -901602.500000 Penalty: 2994.722900
	Iteration 8F: 3 clusters Score -901602.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -901976.625000 Penalty: 2994.722900
	Iteration 9Q: 3 clusters Score -901976.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -902311.312500 Penalty: 2994.722900
	Iteration 10Q: 3 clusters Score -902311.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -902590.312500 Penalty: 2994.722900
	Iteration 11Q: 3 clusters Score -902590.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -902804.437500 Penalty: 2994.722900
	Iteration 12Q: 3 clusters Score -902804.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -902974.375000 Penalty: 2994.722900
	Iteration 13Q: 3 clusters Score -902974.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -903074.312500 Penalty: 2994.722900
	Iteration 14Q: 3 clusters Score -903074.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -903124.437500 Penalty: 2994.722900
	Iteration 15Q: 3 clusters Score -903124.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -903165.687500 Penalty: 2994.722900
	Iteration 16Q: 3 clusters Score -903165.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -903188.812500 Penalty: 2994.722900
	Iteration 17Q: 3 clusters Score -903188.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -903201.250000 Penalty: 2994.722900
	Iteration 18Q: 3 clusters Score -903201.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -903208.312500 Penalty: 2994.722900
	Iteration 19Q: 3 clusters Score -903208.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -903218.187500 Penalty: 2994.722900
	Iteration 20F: 3 clusters Score -903218.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -903225.375000 Penalty: 2994.722900
	Iteration 21Q: 3 clusters Score -903225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -903234.187500 Penalty: 2994.722900
	Iteration 22Q: 3 clusters Score -903234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -903244.687500 Penalty: 2994.722900
	Iteration 23Q: 3 clusters Score -903244.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -903250.812500 Penalty: 2994.722900
	Iteration 24Q: 3 clusters Score -903250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -903252.812500 Penalty: 2994.722900
	Iteration 25Q: 3 clusters Score -903252.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -903262.375000 Penalty: 2994.722900
	Iteration 26Q: 3 clusters Score -903262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -903264.125000 Penalty: 2994.722900
	Iteration 27Q: 3 clusters Score -903264.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -903270.000000 Penalty: 2994.722900
	Iteration 28Q: 3 clusters Score -903270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -903270.750000 Penalty: 2994.722900
	Iteration 29Q: 3 clusters Score -903270.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -903270.750000 Penalty: 2994.722900
	Iteration 30F: 3 clusters Score -903270.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Entering Unmasked Estep 
Score: -885157.250000 Penalty: 1478.744629
	Iteration 0F: 2 clusters Score -885157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -878675.062500 Penalty: 2957.489258
	Iteration 0F: 3 clusters Score -878675.1 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -880750.937500 Penalty: 2957.489258
	Iteration 1F: 3 clusters Score -880750.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -881102.000000 Penalty: 2957.489258
	Iteration 2F: 3 clusters Score -881102 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -881384.125000 Penalty: 2957.489258
	Iteration 3F: 3 clusters Score -881384.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -881656.812500 Penalty: 2957.489258
	Iteration 4F: 3 clusters Score -881656.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -881930.500000 Penalty: 2957.489258
	Iteration 5F: 3 clusters Score -881930.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -882193.125000 Penalty: 2957.489258
	Iteration 6Q: 3 clusters Score -882193.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -882425.062500 Penalty: 2957.489258
	Iteration 7Q: 3 clusters Score -882425.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -882682.937500 Penalty: 2957.489258
	Iteration 8Q: 3 clusters Score -882682.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -882992.187500 Penalty: 2957.489258
	Iteration 9Q: 3 clusters Score -882992.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -883289.687500 Penalty: 2957.489258
	Iteration 10Q: 3 clusters Score -883289.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -883536.375000 Penalty: 2957.489258
	Iteration 11Q: 3 clusters Score -883536.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -883722.812500 Penalty: 2957.489258
	Iteration 12Q: 3 clusters Score -883722.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -883837.812500 Penalty: 2957.489258
	Iteration 13Q: 3 clusters Score -883837.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -883916.000000 Penalty: 2957.489258
	Iteration 14Q: 3 clusters Score -883916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -883968.875000 Penalty: 2957.489258
	Iteration 15Q: 3 clusters Score -883968.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -884002.125000 Penalty: 2957.489258
	Iteration 16Q: 3 clusters Score -884002.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -884041.562500 Penalty: 2957.489258
	Iteration 17Q: 3 clusters Score -884041.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -884066.937500 Penalty: 2957.489258
	Iteration 18Q: 3 clusters Score -884066.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -884081.312500 Penalty: 2957.489258
	Iteration 19Q: 3 clusters Score -884081.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -884087.875000 Penalty: 2957.489258
	Iteration 20F: 3 clusters Score -884087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -884092.687500 Penalty: 2957.489258
	Iteration 21Q: 3 clusters Score -884092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -884100.625000 Penalty: 2957.489258
	Iteration 22Q: 3 clusters Score -884100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -884103.812500 Penalty: 2957.489258
	Iteration 23Q: 3 clusters Score -884103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -884105.000000 Penalty: 2957.489258
	Iteration 24Q: 3 clusters Score -884105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -884106.687500 Penalty: 2957.489258
	Iteration 25Q: 3 clusters Score -884106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -884107.875000 Penalty: 2957.489258
	Iteration 26Q: 3 clusters Score -884107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -884109.500000 Penalty: 2957.489258
	Iteration 27Q: 3 clusters Score -884109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -884110.937500 Penalty: 2957.489258
	Iteration 28Q: 3 clusters Score -884110.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -884111.875000 Penalty: 2957.489258
	Iteration 29Q: 3 clusters Score -884111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -884114.250000 Penalty: 2957.489258
	Iteration 30Q: 3 clusters Score -884114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -884114.000000 Penalty: 2957.489258
	Iteration 31Q: 3 clusters Score -884114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -884115.375000 Penalty: 2957.489258
	Iteration 32Q: 3 clusters Score -884115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -884115.375000 Penalty: 2957.489258
	Iteration 33F: 3 clusters Score -884115.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61530 members 
Entering Unmasked Estep 
Score: -6100627.500000 Penalty: 1791.932983
	Iteration 0F: 2 clusters Score -6100628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6059431.500000 Penalty: 3583.865967
	Iteration 0F: 3 clusters Score -6059432 nChanged 29049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -6076485.000000 Penalty: 3583.865967
	Iteration 1F: 3 clusters Score -6076485 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -6077616.500000 Penalty: 3583.865967
	Iteration 2Q: 3 clusters Score -6077616 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -6078968.000000 Penalty: 3583.865967
	Iteration 3Q: 3 clusters Score -6078968 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -6080612.500000 Penalty: 3583.865967
	Iteration 4F: 3 clusters Score -6080612 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -6082281.500000 Penalty: 3583.865967
	Iteration 5F: 3 clusters Score -6082282 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -6084038.500000 Penalty: 3583.865967
	Iteration 6F: 3 clusters Score -6084038 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -6085974.000000 Penalty: 3583.865967
	Iteration 7F: 3 clusters Score -6085974 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -6087927.000000 Penalty: 3583.865967
	Iteration 8Q: 3 clusters Score -6087927 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6089776.500000 Penalty: 3583.865967
	Iteration 9Q: 3 clusters Score -6089776 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6091472.500000 Penalty: 3583.865967
	Iteration 10Q: 3 clusters Score -6091472 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -6093029.000000 Penalty: 3583.865967
	Iteration 11Q: 3 clusters Score -6093029 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -6094360.000000 Penalty: 3583.865967
	Iteration 12Q: 3 clusters Score -6094360 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 56392 members 
Entering Unmasked Estep 
Score: -6095533.500000 Penalty: 3583.865967
	Iteration 13Q: 3 clusters Score -6095534 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -6096568.000000 Penalty: 3583.865967
	Iteration 14Q: 3 clusters Score -6096568 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -6097396.500000 Penalty: 3583.865967
	Iteration 15Q: 3 clusters Score -6097396 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -6097949.500000 Penalty: 3583.865967
	Iteration 16Q: 3 clusters Score -6097950 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -6098320.000000 Penalty: 3583.865967
	Iteration 17Q: 3 clusters Score -6098320 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -6098562.500000 Penalty: 3583.865967
	Iteration 18Q: 3 clusters Score -6098562 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -6098706.500000 Penalty: 3583.865967
	Iteration 19Q: 3 clusters Score -6098706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -6098828.500000 Penalty: 3583.865967
	Iteration 20F: 3 clusters Score -6098828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -6098897.500000 Penalty: 3583.865967
	Iteration 21Q: 3 clusters Score -6098898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -6098924.500000 Penalty: 3583.865967
	Iteration 22Q: 3 clusters Score -6098924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -6098938.000000 Penalty: 3583.865967
	Iteration 23Q: 3 clusters Score -6098938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -6098956.500000 Penalty: 3583.865967
	Iteration 24Q: 3 clusters Score -6098956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -6098974.500000 Penalty: 3583.865967
	Iteration 25Q: 3 clusters Score -6098974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -6098989.000000 Penalty: 3583.865967
	Iteration 26Q: 3 clusters Score -6098989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -6098999.500000 Penalty: 3583.865967
	Iteration 27Q: 3 clusters Score -6099000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -6099000.000000 Penalty: 3583.865967
	Iteration 28Q: 3 clusters Score -6099000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -6098998.500000 Penalty: 3583.865967
	Iteration 29Q: 3 clusters Score -6098998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -6099000.500000 Penalty: 3583.865967
	Iteration 30Q: 3 clusters Score -6099000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -6099006.000000 Penalty: 3583.865967
	Iteration 31Q: 3 clusters Score -6099006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 61210 members 
Entering Unmasked Estep 
Score: -6099009.000000 Penalty: 3583.865967
	Iteration 32Q: 3 clusters Score -6099009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -6099014.000000 Penalty: 3583.865967
	Iteration 33Q: 3 clusters Score -6099014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -6099022.000000 Penalty: 3583.865967
	Iteration 34Q: 3 clusters Score -6099022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -6099021.000000 Penalty: 3583.865967
	Iteration 35Q: 3 clusters Score -6099021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -6099029.500000 Penalty: 3583.865967
	Iteration 36Q: 3 clusters Score -6099030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -6099035.500000 Penalty: 3583.865967
	Iteration 37Q: 3 clusters Score -6099036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -6099040.000000 Penalty: 3583.865967
	Iteration 38Q: 3 clusters Score -6099040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -6099039.500000 Penalty: 3583.865967
	Iteration 39Q: 3 clusters Score -6099040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -6099039.500000 Penalty: 3583.865967
	Iteration 40F: 3 clusters Score -6099040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -596090.500000 Penalty: 1412.665894
	Iteration 0F: 2 clusters Score -596090.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -591525.500000 Penalty: 2825.331787
	Iteration 0F: 3 clusters Score -591525.5 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -592987.875000 Penalty: 2825.331787
	Iteration 1F: 3 clusters Score -592987.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -593417.625000 Penalty: 2825.331787
	Iteration 2F: 3 clusters Score -593417.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -593802.875000 Penalty: 2825.331787
	Iteration 3F: 3 clusters Score -593802.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -594187.375000 Penalty: 2825.331787
	Iteration 4F: 3 clusters Score -594187.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -594582.875000 Penalty: 2825.331787
	Iteration 5F: 3 clusters Score -594582.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -594907.937500 Penalty: 2825.331787
	Iteration 6F: 3 clusters Score -594907.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -595154.875000 Penalty: 2825.331787
	Iteration 7Q: 3 clusters Score -595154.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -595295.375000 Penalty: 2825.331787
	Iteration 8Q: 3 clusters Score -595295.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -595393.125000 Penalty: 2825.331787
	Iteration 9Q: 3 clusters Score -595393.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -595468.312500 Penalty: 2825.331787
	Iteration 10Q: 3 clusters Score -595468.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -595520.500000 Penalty: 2825.331787
	Iteration 11Q: 3 clusters Score -595520.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -595557.937500 Penalty: 2825.331787
	Iteration 12Q: 3 clusters Score -595557.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -595573.625000 Penalty: 2825.331787
	Iteration 13Q: 3 clusters Score -595573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -595579.875000 Penalty: 2825.331787
	Iteration 14Q: 3 clusters Score -595579.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -595587.187500 Penalty: 2825.331787
	Iteration 15Q: 3 clusters Score -595587.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -595592.812500 Penalty: 2825.331787
	Iteration 16Q: 3 clusters Score -595592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -595595.187500 Penalty: 2825.331787
	Iteration 17Q: 3 clusters Score -595595.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -595599.812500 Penalty: 2825.331787
	Iteration 18Q: 3 clusters Score -595599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -595603.500000 Penalty: 2825.331787
	Iteration 19Q: 3 clusters Score -595603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -595606.000000 Penalty: 2825.331787
	Iteration 20F: 3 clusters Score -595606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -595607.500000 Penalty: 2825.331787
	Iteration 21Q: 3 clusters Score -595607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -595608.625000 Penalty: 2825.331787
	Iteration 22Q: 3 clusters Score -595608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -595610.312500 Penalty: 2825.331787
	Iteration 23Q: 3 clusters Score -595610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -595611.625000 Penalty: 2825.331787
	Iteration 24Q: 3 clusters Score -595611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -595611.625000 Penalty: 2825.331787
	Iteration 25F: 3 clusters Score -595611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -73225.851562 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -73225.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71998.281250 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -71998.28 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72277.375000 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -72277.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72362.328125 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -72362.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72412.437500 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -72412.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72445.125000 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -72445.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72477.640625 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -72477.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72527.617188 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -72527.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72551.335938 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -72551.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -72577.453125 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -72577.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -72604.554688 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -72604.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -72616.382812 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -72616.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -72626.695312 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -72626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -72632.429688 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -72632.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -72636.921875 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -72636.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -72639.914062 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -72639.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -72639.914062 Penalty: 2171.685303
	Iteration 15F: 3 clusters Score -72639.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -73037.523438 Penalty: 1083.999512
	Iteration 0F: 2 clusters Score -73037.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71761.007812 Penalty: 2167.999023
	Iteration 0F: 3 clusters Score -71761.01 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71993.562500 Penalty: 2167.999023
	Iteration 1F: 3 clusters Score -71993.56 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72079.351562 Penalty: 2167.999023
	Iteration 2F: 3 clusters Score -72079.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72138.515625 Penalty: 2167.999023
	Iteration 3F: 3 clusters Score -72138.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -72171.625000 Penalty: 2167.999023
	Iteration 4Q: 3 clusters Score -72171.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -72198.007812 Penalty: 2167.999023
	Iteration 5Q: 3 clusters Score -72198.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -72256.156250 Penalty: 2167.999023
	Iteration 6Q: 3 clusters Score -72256.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72331.210938 Penalty: 2167.999023
	Iteration 7Q: 3 clusters Score -72331.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -72392.343750 Penalty: 2167.999023
	Iteration 8Q: 3 clusters Score -72392.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -72456.375000 Penalty: 2167.999023
	Iteration 9Q: 3 clusters Score -72456.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72511.539062 Penalty: 2167.999023
	Iteration 10Q: 3 clusters Score -72511.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -72560.117188 Penalty: 2167.999023
	Iteration 11Q: 3 clusters Score -72560.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -72579.984375 Penalty: 2167.999023
	Iteration 12Q: 3 clusters Score -72579.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -72605.632812 Penalty: 2167.999023
	Iteration 13Q: 3 clusters Score -72605.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72629.921875 Penalty: 2167.999023
	Iteration 14Q: 3 clusters Score -72629.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -72636.718750 Penalty: 2167.999023
	Iteration 15Q: 3 clusters Score -72636.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -72639.578125 Penalty: 2167.999023
	Iteration 16Q: 3 clusters Score -72639.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72646.703125 Penalty: 2167.999023
	Iteration 17Q: 3 clusters Score -72646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -72656.171875 Penalty: 2167.999023
	Iteration 18Q: 3 clusters Score -72656.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -72665.421875 Penalty: 2167.999023
	Iteration 19Q: 3 clusters Score -72665.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72739.414062 Penalty: 2167.999023
	Iteration 20F: 3 clusters Score -72739.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72816.812500 Penalty: 2167.999023
	Iteration 21Q: 3 clusters Score -72816.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72826.703125 Penalty: 2167.999023
	Iteration 22Q: 3 clusters Score -72826.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72831.453125 Penalty: 2167.999023
	Iteration 23Q: 3 clusters Score -72831.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72836.523438 Penalty: 2167.999023
	Iteration 24Q: 3 clusters Score -72836.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72840.382812 Penalty: 2167.999023
	Iteration 25Q: 3 clusters Score -72840.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72848.320312 Penalty: 2167.999023
	Iteration 26Q: 3 clusters Score -72848.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72851.265625 Penalty: 2167.999023
	Iteration 27Q: 3 clusters Score -72851.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72854.898438 Penalty: 2167.999023
	Iteration 28Q: 3 clusters Score -72854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72854.898438 Penalty: 2167.999023
	Iteration 29F: 3 clusters Score -72854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -399106.031250 Penalty: 1360.025635
	Iteration 0F: 2 clusters Score -399106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -395624.812500 Penalty: 2720.051270
	Iteration 0F: 3 clusters Score -395624.8 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -396809.406250 Penalty: 2720.051270
	Iteration 1F: 3 clusters Score -396809.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -397310.812500 Penalty: 2720.051270
	Iteration 2F: 3 clusters Score -397310.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -397919.937500 Penalty: 2720.051270
	Iteration 3F: 3 clusters Score -397919.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -398637.656250 Penalty: 2720.051270
	Iteration 4F: 3 clusters Score -398637.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -399240.562500 Penalty: 2720.051270
	Iteration 5F: 3 clusters Score -399240.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -399474.968750 Penalty: 2720.051270
	Iteration 6F: 3 clusters Score -399475 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -399551.656250 Penalty: 2720.051270
	Iteration 7Q: 3 clusters Score -399551.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -399591.343750 Penalty: 2720.051270
	Iteration 8Q: 3 clusters Score -399591.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -399613.031250 Penalty: 2720.051270
	Iteration 9Q: 3 clusters Score -399613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -399625.125000 Penalty: 2720.051270
	Iteration 10Q: 3 clusters Score -399625.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -399631.437500 Penalty: 2720.051270
	Iteration 11Q: 3 clusters Score -399631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -399633.968750 Penalty: 2720.051270
	Iteration 12Q: 3 clusters Score -399634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -399635.031250 Penalty: 2720.051270
	Iteration 13Q: 3 clusters Score -399635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -399639.000000 Penalty: 2720.051270
	Iteration 14Q: 3 clusters Score -399639 nChanged 12
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: -399643.156250 Penalty: 2720.051270
	Iteration 15Q: 3 clusters Score -399643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -399644.656250 Penalty: 2720.051270
	Iteration 16Q: 3 clusters Score -399644.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -399646.656250 Penalty: 2720.051270
	Iteration 17Q: 3 clusters Score -399646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -399647.500000 Penalty: 2720.051270
	Iteration 18Q: 3 clusters Score -399647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -399650.531250 Penalty: 2720.051270
	Iteration 19Q: 3 clusters Score -399650.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -399650.625000 Penalty: 2720.051270
	Iteration 20F: 3 clusters Score -399650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -399651.875000 Penalty: 2720.051270
	Iteration 21Q: 3 clusters Score -399651.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -399651.937500 Penalty: 2720.051270
	Iteration 22Q: 3 clusters Score -399651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -399652.375000 Penalty: 2720.051270
	Iteration 23Q: 3 clusters Score -399652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -399652.875000 Penalty: 2720.051270
	Iteration 24Q: 3 clusters Score -399652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -399652.875000 Penalty: 2720.051270
	Iteration 25F: 3 clusters Score -399652.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 105933 members 
Mstep: Class 3 contains 25950 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13176 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 10042 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 934 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Mstep: Class 27 contains 3379 members 
Entering Unmasked Estep 
Score: -52413412.000000 Penalty: 57955.015625
Splitting cluster 22 changes total score from -52413520.000000 to -52413412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -310179.312500 Penalty: 1312.332642
	Iteration 0F: 2 clusters Score -310179.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -307345.093750 Penalty: 2624.665283
	Iteration 0F: 3 clusters Score -307345.1 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -308107.156250 Penalty: 2624.665283
	Iteration 1F: 3 clusters Score -308107.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -308297.031250 Penalty: 2624.665283
	Iteration 2F: 3 clusters Score -308297 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -308438.718750 Penalty: 2624.665283
	Iteration 3F: 3 clusters Score -308438.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -308528.718750 Penalty: 2624.665283
	Iteration 4Q: 3 clusters Score -308528.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -308617.000000 Penalty: 2624.665283
	Iteration 5Q: 3 clusters Score -308617 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -308706.562500 Penalty: 2624.665283
	Iteration 6Q: 3 clusters Score -308706.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -308779.875000 Penalty: 2624.665283
	Iteration 7Q: 3 clusters Score -308779.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -308854.093750 Penalty: 2624.665283
	Iteration 8Q: 3 clusters Score -308854.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -308925.875000 Penalty: 2624.665283
	Iteration 9Q: 3 clusters Score -308925.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -308992.843750 Penalty: 2624.665283
	Iteration 10Q: 3 clusters Score -308992.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -309049.281250 Penalty: 2624.665283
	Iteration 11Q: 3 clusters Score -309049.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -309086.906250 Penalty: 2624.665283
	Iteration 12Q: 3 clusters Score -309086.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -309120.375000 Penalty: 2624.665283
	Iteration 13Q: 3 clusters Score -309120.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -309160.937500 Penalty: 2624.665283
	Iteration 14Q: 3 clusters Score -309160.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -309194.937500 Penalty: 2624.665283
	Iteration 15Q: 3 clusters Score -309194.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -309217.031250 Penalty: 2624.665283
	Iteration 16Q: 3 clusters Score -309217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -309230.843750 Penalty: 2624.665283
	Iteration 17Q: 3 clusters Score -309230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -309239.500000 Penalty: 2624.665283
	Iteration 18Q: 3 clusters Score -309239.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -309246.156250 Penalty: 2624.665283
	Iteration 19Q: 3 clusters Score -309246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -309249.343750 Penalty: 2624.665283
	Iteration 20F: 3 clusters Score -309249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -309250.281250 Penalty: 2624.665283
	Iteration 21Q: 3 clusters Score -309250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -309251.468750 Penalty: 2624.665283
	Iteration 22Q: 3 clusters Score -309251.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -309252.531250 Penalty: 2624.665283
	Iteration 23Q: 3 clusters Score -309252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -309254.375000 Penalty: 2624.665283
	Iteration 24Q: 3 clusters Score -309254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -309256.375000 Penalty: 2624.665283
	Iteration 25Q: 3 clusters Score -309256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -309256.062500 Penalty: 2624.665283
	Iteration 26Q: 3 clusters Score -309256.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -309256.062500 Penalty: 2624.665283
	Iteration 27F: 3 clusters Score -309256.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Entering Unmasked Estep 
Score: -1128555.000000 Penalty: 1515.704346
	Iteration 0F: 2 clusters Score -1128555 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 5590 members 
Entering Unmasked Estep 
Score: -1120685.250000 Penalty: 3031.408691
	Iteration 0F: 3 clusters Score -1120685 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1123212.000000 Penalty: 3031.408691
	Iteration 1F: 3 clusters Score -1123212 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1123477.000000 Penalty: 3031.408691
	Iteration 2F: 3 clusters Score -1123477 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1123664.500000 Penalty: 3031.408691
	Iteration 3Q: 3 clusters Score -1123664 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1123836.625000 Penalty: 3031.408691
	Iteration 4Q: 3 clusters Score -1123837 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1124003.375000 Penalty: 3031.408691
	Iteration 5Q: 3 clusters Score -1124003 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1124175.250000 Penalty: 3031.408691
	Iteration 6Q: 3 clusters Score -1124175 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1124371.500000 Penalty: 3031.408691
	Iteration 7Q: 3 clusters Score -1124372 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1124611.750000 Penalty: 3031.408691
	Iteration 8Q: 3 clusters Score -1124612 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1124901.000000 Penalty: 3031.408691
	Iteration 9Q: 3 clusters Score -1124901 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1125227.625000 Penalty: 3031.408691
	Iteration 10Q: 3 clusters Score -1125228 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1125572.250000 Penalty: 3031.408691
	Iteration 11Q: 3 clusters Score -1125572 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1125929.000000 Penalty: 3031.408691
	Iteration 12Q: 3 clusters Score -1125929 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1126282.375000 Penalty: 3031.408691
	Iteration 13Q: 3 clusters Score -1126282 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1126538.875000 Penalty: 3031.408691
	Iteration 14Q: 3 clusters Score -1126539 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1126771.125000 Penalty: 3031.408691
	Iteration 15Q: 3 clusters Score -1126771 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1126955.750000 Penalty: 3031.408691
	Iteration 16Q: 3 clusters Score -1126956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1127083.750000 Penalty: 3031.408691
	Iteration 17Q: 3 clusters Score -1127084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1127160.625000 Penalty: 3031.408691
	Iteration 18Q: 3 clusters Score -1127161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1127215.500000 Penalty: 3031.408691
	Iteration 19Q: 3 clusters Score -1127216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1127245.250000 Penalty: 3031.408691
	Iteration 20F: 3 clusters Score -1127245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1127267.250000 Penalty: 3031.408691
	Iteration 21Q: 3 clusters Score -1127267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1127283.625000 Penalty: 3031.408691
	Iteration 22Q: 3 clusters Score -1127284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1127290.500000 Penalty: 3031.408691
	Iteration 23Q: 3 clusters Score -1127290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1127299.125000 Penalty: 3031.408691
	Iteration 24Q: 3 clusters Score -1127299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1127303.375000 Penalty: 3031.408691
	Iteration 25Q: 3 clusters Score -1127303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1127310.500000 Penalty: 3031.408691
	Iteration 26Q: 3 clusters Score -1127310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1127311.375000 Penalty: 3031.408691
	Iteration 27Q: 3 clusters Score -1127311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1127311.375000 Penalty: 3031.408691
	Iteration 28F: 3 clusters Score -1127311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Entering Unmasked Estep 
Score: -313679.062500 Penalty: 1315.286865
	Iteration 0F: 2 clusters Score -313679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -310807.500000 Penalty: 2630.573730
	Iteration 0F: 3 clusters Score -310807.5 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -311499.125000 Penalty: 2630.573730
	Iteration 1F: 3 clusters Score -311499.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -311677.125000 Penalty: 2630.573730
	Iteration 2F: 3 clusters Score -311677.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -311843.875000 Penalty: 2630.573730
	Iteration 3F: 3 clusters Score -311843.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -311964.718750 Penalty: 2630.573730
	Iteration 4F: 3 clusters Score -311964.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -312059.281250 Penalty: 2630.573730
	Iteration 5Q: 3 clusters Score -312059.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -312145.187500 Penalty: 2630.573730
	Iteration 6Q: 3 clusters Score -312145.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -312244.718750 Penalty: 2630.573730
	Iteration 7Q: 3 clusters Score -312244.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -312333.843750 Penalty: 2630.573730
	Iteration 8Q: 3 clusters Score -312333.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -312400.593750 Penalty: 2630.573730
	Iteration 9Q: 3 clusters Score -312400.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -312446.781250 Penalty: 2630.573730
	Iteration 10Q: 3 clusters Score -312446.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -312478.343750 Penalty: 2630.573730
	Iteration 11Q: 3 clusters Score -312478.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -312506.937500 Penalty: 2630.573730
	Iteration 12Q: 3 clusters Score -312506.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -312537.843750 Penalty: 2630.573730
	Iteration 13Q: 3 clusters Score -312537.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -312558.906250 Penalty: 2630.573730
	Iteration 14Q: 3 clusters Score -312558.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -312570.062500 Penalty: 2630.573730
	Iteration 15Q: 3 clusters Score -312570.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -312582.250000 Penalty: 2630.573730
	Iteration 16Q: 3 clusters Score -312582.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -312589.156250 Penalty: 2630.573730
	Iteration 17Q: 3 clusters Score -312589.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -312593.937500 Penalty: 2630.573730
	Iteration 18Q: 3 clusters Score -312593.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -312598.375000 Penalty: 2630.573730
	Iteration 19Q: 3 clusters Score -312598.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312601.937500 Penalty: 2630.573730
	Iteration 20F: 3 clusters Score -312601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -312604.843750 Penalty: 2630.573730
	Iteration 21Q: 3 clusters Score -312604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -312606.937500 Penalty: 2630.573730
	Iteration 22Q: 3 clusters Score -312606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -312609.625000 Penalty: 2630.573730
	Iteration 23Q: 3 clusters Score -312609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -312611.656250 Penalty: 2630.573730
	Iteration 24Q: 3 clusters Score -312611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -312612.093750 Penalty: 2630.573730
	Iteration 25Q: 3 clusters Score -312612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -312612.781250 Penalty: 2630.573730
	Iteration 26Q: 3 clusters Score -312612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -312612.718750 Penalty: 2630.573730
	Iteration 27Q: 3 clusters Score -312612.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -312612.718750 Penalty: 2630.573730
	Iteration 28F: 3 clusters Score -312612.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Entering Unmasked Estep 
Score: -1809779.375000 Penalty: 1594.579468
	Iteration 0F: 2 clusters Score -1809779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1797307.250000 Penalty: 3189.158936
	Iteration 0F: 3 clusters Score -1797307 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1801821.750000 Penalty: 3189.158936
	Iteration 1F: 3 clusters Score -1801822 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1802269.125000 Penalty: 3189.158936
	Iteration 2F: 3 clusters Score -1802269 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1802689.875000 Penalty: 3189.158936
	Iteration 3F: 3 clusters Score -1802690 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1803123.750000 Penalty: 3189.158936
	Iteration 4F: 3 clusters Score -1803124 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1803638.500000 Penalty: 3189.158936
	Iteration 5F: 3 clusters Score -1803638 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1804206.000000 Penalty: 3189.158936
	Iteration 6F: 3 clusters Score -1804206 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1804892.750000 Penalty: 3189.158936
	Iteration 7F: 3 clusters Score -1804893 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1805683.250000 Penalty: 3189.158936
	Iteration 8F: 3 clusters Score -1805683 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1806521.500000 Penalty: 3189.158936
	Iteration 9F: 3 clusters Score -1806522 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1807251.000000 Penalty: 3189.158936
	Iteration 10Q: 3 clusters Score -1807251 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1807766.750000 Penalty: 3189.158936
	Iteration 11Q: 3 clusters Score -1807767 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1808048.500000 Penalty: 3189.158936
	Iteration 12Q: 3 clusters Score -1808048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1808216.500000 Penalty: 3189.158936
	Iteration 13Q: 3 clusters Score -1808216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1808315.250000 Penalty: 3189.158936
	Iteration 14Q: 3 clusters Score -1808315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1808379.625000 Penalty: 3189.158936
	Iteration 15Q: 3 clusters Score -1808380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1808429.250000 Penalty: 3189.158936
	Iteration 16Q: 3 clusters Score -1808429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1808483.875000 Penalty: 3189.158936
	Iteration 17Q: 3 clusters Score -1808484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1808513.125000 Penalty: 3189.158936
	Iteration 18Q: 3 clusters Score -1808513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1808531.875000 Penalty: 3189.158936
	Iteration 19Q: 3 clusters Score -1808532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1808547.250000 Penalty: 3189.158936
	Iteration 20F: 3 clusters Score -1808547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1808571.250000 Penalty: 3189.158936
	Iteration 21Q: 3 clusters Score -1808571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1808600.125000 Penalty: 3189.158936
	Iteration 22Q: 3 clusters Score -1808600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1808624.500000 Penalty: 3189.158936
	Iteration 23Q: 3 clusters Score -1808624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1808636.625000 Penalty: 3189.158936
	Iteration 24Q: 3 clusters Score -1808637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1808641.750000 Penalty: 3189.158936
	Iteration 25Q: 3 clusters Score -1808642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1808644.500000 Penalty: 3189.158936
	Iteration 26Q: 3 clusters Score -1808644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1808643.750000 Penalty: 3189.158936
	Iteration 27Q: 3 clusters Score -1808644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1808643.750000 Penalty: 3189.158936
	Iteration 28F: 3 clusters Score -1808644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 105933 members 
Mstep: Class 3 contains 25950 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126745 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13176 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13290 members 
Mstep: Class 16 contains 10042 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413556.000000 Penalty: 55808.535156
Iteration 159Q: 27 clusters Score -5.241356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 105930 members 
Mstep: Class 3 contains 25948 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3523 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 21185 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126743 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13170 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13291 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3275 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413572.000000 Penalty: 55808.535156
Iteration 160F: 27 clusters Score -5.241357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 105926 members 
Mstep: Class 3 contains 25947 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3519 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 21185 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126743 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 13168 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 10045 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3276 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413544.000000 Penalty: 55808.535156
Iteration 161Q: 27 clusters Score -5.241354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 105918 members 
Mstep: Class 3 contains 25944 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 21183 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126740 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13161 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3277 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413532.000000 Penalty: 55808.535156
Iteration 162Q: 27 clusters Score -5.241353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 105905 members 
Mstep: Class 3 contains 25944 members 
Mstep: Class 4 contains 13907 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 21185 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126736 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 13161 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13295 members 
Mstep: Class 16 contains 10050 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61531 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3277 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413532.000000 Penalty: 55808.535156
Iteration 163Q: 27 clusters Score -5.241353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 105895 members 
Mstep: Class 3 contains 25941 members 
Mstep: Class 4 contains 13908 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 5515 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126734 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 13155 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 10052 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61529 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3278 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413532.000000 Penalty: 55808.535156
Iteration 164Q: 27 clusters Score -5.241353e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 105888 members 
Mstep: Class 3 contains 25940 members 
Mstep: Class 4 contains 13909 members 
Mstep: Class 5 contains 3496 members 
Mstep: Class 6 contains 5533 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126732 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 15635 members 
Mstep: Class 13 contains 13146 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13298 members 
Mstep: Class 16 contains 10053 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61527 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3278 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413568.000000 Penalty: 55808.535156
Iteration 165Q: 27 clusters Score -5.241357e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 105882 members 
Mstep: Class 3 contains 25939 members 
Mstep: Class 4 contains 13910 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126726 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13139 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 10051 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61526 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3278 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413612.000000 Penalty: 55808.535156
Iteration 166Q: 27 clusters Score -5.241361e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 105875 members 
Mstep: Class 3 contains 25939 members 
Mstep: Class 4 contains 13910 members 
Mstep: Class 5 contains 3475 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126725 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 13134 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10049 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61526 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3279 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413640.000000 Penalty: 55808.535156
Iteration 167Q: 27 clusters Score -5.241364e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 105861 members 
Mstep: Class 3 contains 25940 members 
Mstep: Class 4 contains 13912 members 
Mstep: Class 5 contains 3465 members 
Mstep: Class 6 contains 5609 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126725 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 13124 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10045 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61526 members 
Mstep: Class 19 contains 5963 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3279 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413676.000000 Penalty: 55808.535156
Iteration 168Q: 27 clusters Score -5.241368e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 105849 members 
Mstep: Class 3 contains 25939 members 
Mstep: Class 4 contains 13914 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126723 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 15644 members 
Mstep: Class 13 contains 13114 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10044 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61523 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3279 members 
Mstep: Class 26 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413636.000000 Penalty: 55808.535156
Iteration 169Q: 27 clusters Score -5.241364e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 105838 members 
Mstep: Class 3 contains 25938 members 
Mstep: Class 4 contains 13917 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126721 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 15646 members 
Mstep: Class 13 contains 13100 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13302 members 
Mstep: Class 16 contains 10045 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 61520 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3280 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413596.000000 Penalty: 55808.535156
Iteration 170Q: 27 clusters Score -5.24136e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 105832 members 
Mstep: Class 3 contains 25939 members 
Mstep: Class 4 contains 13918 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126721 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 13088 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 10043 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61517 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3216 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3281 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413672.000000 Penalty: 55808.535156
Iteration 171Q: 27 clusters Score -5.241367e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 105828 members 
Mstep: Class 3 contains 25938 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 5705 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126721 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 15651 members 
Mstep: Class 13 contains 13076 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 10043 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61513 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3281 members 
Mstep: Class 26 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413728.000000 Penalty: 55808.535156
Iteration 172Q: 27 clusters Score -5.241373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 105821 members 
Mstep: Class 3 contains 25937 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126720 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 15656 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 10045 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61510 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3281 members 
Mstep: Class 26 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413704.000000 Penalty: 55808.535156
Iteration 173Q: 27 clusters Score -5.24137e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 105818 members 
Mstep: Class 3 contains 25937 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 3412 members 
Mstep: Class 6 contains 5745 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126716 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 15657 members 
Mstep: Class 13 contains 13066 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61508 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3281 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413700.000000 Penalty: 55808.535156
Iteration 174Q: 27 clusters Score -5.24137e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 105810 members 
Mstep: Class 3 contains 25937 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 5765 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126716 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 15655 members 
Mstep: Class 13 contains 13063 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 10050 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61506 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3281 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413700.000000 Penalty: 55808.535156
Iteration 175Q: 27 clusters Score -5.24137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 105804 members 
Mstep: Class 3 contains 25936 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 3393 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126718 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 15655 members 
Mstep: Class 13 contains 13057 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 10053 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 61506 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3281 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413696.000000 Penalty: 55808.535156
Iteration 176Q: 27 clusters Score -5.24137e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 105802 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 3389 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126718 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 15657 members 
Mstep: Class 13 contains 13047 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 10055 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61507 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3282 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413652.000000 Penalty: 55808.535156
Iteration 177Q: 27 clusters Score -5.241365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 105797 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 3388 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126719 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 15656 members 
Mstep: Class 13 contains 13039 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 13309 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61508 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3283 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413676.000000 Penalty: 55808.535156
Iteration 178Q: 27 clusters Score -5.241368e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 105796 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 3381 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126720 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 15654 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 10058 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61509 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4313 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413748.000000 Penalty: 55808.535156
Iteration 179Q: 27 clusters Score -5.241375e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 105792 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126718 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 15655 members 
Mstep: Class 13 contains 13032 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 10060 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61509 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413736.000000 Penalty: 55808.535156
Iteration 180F: 27 clusters Score -5.241374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 105793 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 5830 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126718 members 
Mstep: Class 10 contains 2836 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 15656 members 
Mstep: Class 13 contains 13024 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 10063 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61508 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413752.000000 Penalty: 55808.535156
Iteration 181Q: 27 clusters Score -5.241375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 105788 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126715 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 15656 members 
Mstep: Class 13 contains 13023 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13306 members 
Mstep: Class 16 contains 10064 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61508 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4314 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413736.000000 Penalty: 55808.535156
Iteration 182Q: 27 clusters Score -5.241374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 105785 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5855 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126714 members 
Mstep: Class 10 contains 2840 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 15655 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 61505 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4311 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413744.000000 Penalty: 55808.535156
Iteration 183Q: 27 clusters Score -5.241374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 105780 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 3363 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126713 members 
Mstep: Class 10 contains 2843 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 15653 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13304 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61505 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4307 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3285 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413756.000000 Penalty: 55808.535156
Iteration 184Q: 27 clusters Score -5.241376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 105779 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 5876 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126711 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 15652 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 16 contains 10063 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61504 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4306 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11242 members 
Mstep: Class 25 contains 3287 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413760.000000 Penalty: 55808.535156
Iteration 185Q: 27 clusters Score -5.241376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 105776 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 5888 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 15651 members 
Mstep: Class 13 contains 13015 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10063 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61504 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3289 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413744.000000 Penalty: 55808.535156
Iteration 186Q: 27 clusters Score -5.241374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 105776 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 15651 members 
Mstep: Class 13 contains 13015 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10062 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61503 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413756.000000 Penalty: 55808.535156
Iteration 187Q: 27 clusters Score -5.241376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 105773 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 5898 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126708 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 15651 members 
Mstep: Class 13 contains 13015 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10062 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61502 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413760.000000 Penalty: 55808.535156
Iteration 188Q: 27 clusters Score -5.241376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 105770 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 5903 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126708 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 13015 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10063 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61501 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413732.000000 Penalty: 55808.535156
Iteration 189Q: 27 clusters Score -5.241373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 105762 members 
Mstep: Class 3 contains 25932 members 
Mstep: Class 4 contains 13919 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126707 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 15649 members 
Mstep: Class 13 contains 13014 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61501 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4304 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413712.000000 Penalty: 55808.535156
Iteration 190Q: 27 clusters Score -5.241371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105757 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13918 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 5916 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10067 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61499 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413716.000000 Penalty: 55808.535156
Iteration 191Q: 27 clusters Score -5.241372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105753 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13917 members 
Mstep: Class 5 contains 3358 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19029 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61497 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413712.000000 Penalty: 55808.535156
Iteration 192Q: 27 clusters Score -5.241371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105750 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15644 members 
Mstep: Class 13 contains 13012 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61497 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3290 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413728.000000 Penalty: 55808.535156
Iteration 193Q: 27 clusters Score -5.241373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105748 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126711 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 13011 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61496 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413696.000000 Penalty: 55808.535156
Iteration 194Q: 27 clusters Score -5.24137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 105748 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61494 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413736.000000 Penalty: 55808.535156
Iteration 195Q: 27 clusters Score -5.241374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 105748 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61494 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413748.000000 Penalty: 55808.535156
Iteration 196Q: 27 clusters Score -5.241375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 105747 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3351 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61494 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413748.000000 Penalty: 55808.535156
Iteration 197Q: 27 clusters Score -5.241375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 105747 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3345 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61494 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413728.000000 Penalty: 55808.535156
Iteration 198Q: 27 clusters Score -5.241373e+07 nChanged 11
Entering ConstructFrom: 
Score: -52413728.000000 Penalty: 55808.535156
Entering ConstructFrom: 
Trying to split cluster 1 (43564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Entering Unmasked Estep 
Score: -4338596.500000 Penalty: 1735.822876
	Iteration 0F: 2 clusters Score -4338596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4309565.000000 Penalty: 3471.645752
	Iteration 0F: 3 clusters Score -4309565 nChanged 20205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -4320797.500000 Penalty: 3471.645752
	Iteration 1F: 3 clusters Score -4320798 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4321346.000000 Penalty: 3471.645752
	Iteration 2Q: 3 clusters Score -4321346 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4322057.000000 Penalty: 3471.645752
	Iteration 3Q: 3 clusters Score -4322057 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4323250.000000 Penalty: 3471.645752
	Iteration 4F: 3 clusters Score -4323250 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4325119.000000 Penalty: 3471.645752
	Iteration 5F: 3 clusters Score -4325119 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4327693.500000 Penalty: 3471.645752
	Iteration 6F: 3 clusters Score -4327694 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4330755.500000 Penalty: 3471.645752
	Iteration 7F: 3 clusters Score -4330756 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4333566.000000 Penalty: 3471.645752
	Iteration 8F: 3 clusters Score -4333566 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -4335430.000000 Penalty: 3471.645752
	Iteration 9Q: 3 clusters Score -4335430 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -4336356.500000 Penalty: 3471.645752
	Iteration 10Q: 3 clusters Score -4336356 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -4336735.000000 Penalty: 3471.645752
	Iteration 11Q: 3 clusters Score -4336735 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -4336922.000000 Penalty: 3471.645752
	Iteration 12Q: 3 clusters Score -4336922 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -4337025.500000 Penalty: 3471.645752
	Iteration 13Q: 3 clusters Score -4337026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -4337095.500000 Penalty: 3471.645752
	Iteration 14Q: 3 clusters Score -4337096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -4337126.500000 Penalty: 3471.645752
	Iteration 15Q: 3 clusters Score -4337126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -4337150.500000 Penalty: 3471.645752
	Iteration 16Q: 3 clusters Score -4337150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -4337162.500000 Penalty: 3471.645752
	Iteration 17Q: 3 clusters Score -4337162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -4337176.000000 Penalty: 3471.645752
	Iteration 18Q: 3 clusters Score -4337176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -4337182.000000 Penalty: 3471.645752
	Iteration 19Q: 3 clusters Score -4337182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4337182.000000 Penalty: 3471.645752
	Iteration 20F: 3 clusters Score -4337182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -4337185.500000 Penalty: 3471.645752
	Iteration 21Q: 3 clusters Score -4337186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -4337185.500000 Penalty: 3471.645752
	Iteration 22F: 3 clusters Score -4337186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Entering Unmasked Estep 
Score: -10487271.000000 Penalty: 1879.926147
	Iteration 0F: 2 clusters Score -1.048727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -10417145.000000 Penalty: 3759.852295
	Iteration 0F: 3 clusters Score -1.041714e+07 nChanged 50583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -10447253.000000 Penalty: 3759.852295
	Iteration 1F: 3 clusters Score -1.044725e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -10449010.000000 Penalty: 3759.852295
	Iteration 2Q: 3 clusters Score -1.044901e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -10452010.000000 Penalty: 3759.852295
	Iteration 3F: 3 clusters Score -1.045201e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -10457034.000000 Penalty: 3759.852295
	Iteration 4F: 3 clusters Score -1.045703e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -10464224.000000 Penalty: 3759.852295
	Iteration 5F: 3 clusters Score -1.046422e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -10472299.000000 Penalty: 3759.852295
	Iteration 6F: 3 clusters Score -1.04723e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -10478967.000000 Penalty: 3759.852295
	Iteration 7F: 3 clusters Score -1.047897e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -10482861.000000 Penalty: 3759.852295
	Iteration 8Q: 3 clusters Score -1.048286e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10484579.000000 Penalty: 3759.852295
	Iteration 9Q: 3 clusters Score -1.048458e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10485167.000000 Penalty: 3759.852295
	Iteration 10Q: 3 clusters Score -1.048517e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105447 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10485398.000000 Penalty: 3759.852295
	Iteration 11Q: 3 clusters Score -1.04854e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10485483.000000 Penalty: 3759.852295
	Iteration 12Q: 3 clusters Score -1.048548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105554 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10485540.000000 Penalty: 3759.852295
	Iteration 13Q: 3 clusters Score -1.048554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105573 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -10485588.000000 Penalty: 3759.852295
	Iteration 14Q: 3 clusters Score -1.048559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105580 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -10485601.000000 Penalty: 3759.852295
	Iteration 15Q: 3 clusters Score -1.04856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10485627.000000 Penalty: 3759.852295
	Iteration 16Q: 3 clusters Score -1.048563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10485637.000000 Penalty: 3759.852295
	Iteration 17Q: 3 clusters Score -1.048564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10485654.000000 Penalty: 3759.852295
	Iteration 18Q: 3 clusters Score -1.048565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -10485662.000000 Penalty: 3759.852295
	Iteration 19Q: 3 clusters Score -1.048566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10485682.000000 Penalty: 3759.852295
	Iteration 20F: 3 clusters Score -1.048568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10485682.000000 Penalty: 3759.852295
	Iteration 21Q: 3 clusters Score -1.048568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10485682.000000 Penalty: 3759.852295
	Iteration 22F: 3 clusters Score -1.048568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Entering Unmasked Estep 
Score: -2537931.250000 Penalty: 1651.519165
	Iteration 0F: 2 clusters Score -2537931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2520513.250000 Penalty: 3303.038330
	Iteration 0F: 3 clusters Score -2520513 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2527287.000000 Penalty: 3303.038330
	Iteration 1F: 3 clusters Score -2527287 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2527837.500000 Penalty: 3303.038330
	Iteration 2F: 3 clusters Score -2527838 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2528314.750000 Penalty: 3303.038330
	Iteration 3Q: 3 clusters Score -2528315 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2528734.750000 Penalty: 3303.038330
	Iteration 4Q: 3 clusters Score -2528735 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2529099.250000 Penalty: 3303.038330
	Iteration 5Q: 3 clusters Score -2529099 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2529492.750000 Penalty: 3303.038330
	Iteration 6Q: 3 clusters Score -2529493 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2529985.750000 Penalty: 3303.038330
	Iteration 7Q: 3 clusters Score -2529986 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2530564.000000 Penalty: 3303.038330
	Iteration 8Q: 3 clusters Score -2530564 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2531149.500000 Penalty: 3303.038330
	Iteration 9Q: 3 clusters Score -2531150 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2531798.250000 Penalty: 3303.038330
	Iteration 10Q: 3 clusters Score -2531798 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2532413.500000 Penalty: 3303.038330
	Iteration 11Q: 3 clusters Score -2532414 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2532977.250000 Penalty: 3303.038330
	Iteration 12Q: 3 clusters Score -2532977 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2533541.250000 Penalty: 3303.038330
	Iteration 13Q: 3 clusters Score -2533541 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2534035.750000 Penalty: 3303.038330
	Iteration 14Q: 3 clusters Score -2534036 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2534465.250000 Penalty: 3303.038330
	Iteration 15Q: 3 clusters Score -2534465 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2534870.000000 Penalty: 3303.038330
	Iteration 16Q: 3 clusters Score -2534870 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2535243.250000 Penalty: 3303.038330
	Iteration 17Q: 3 clusters Score -2535243 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2535535.500000 Penalty: 3303.038330
	Iteration 18Q: 3 clusters Score -2535536 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2535765.250000 Penalty: 3303.038330
	Iteration 19Q: 3 clusters Score -2535765 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2535999.000000 Penalty: 3303.038330
	Iteration 20F: 3 clusters Score -2535999 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2536167.750000 Penalty: 3303.038330
	Iteration 21Q: 3 clusters Score -2536168 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2536292.500000 Penalty: 3303.038330
	Iteration 22Q: 3 clusters Score -2536292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2536360.500000 Penalty: 3303.038330
	Iteration 23Q: 3 clusters Score -2536360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2536415.250000 Penalty: 3303.038330
	Iteration 24Q: 3 clusters Score -2536415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2536453.500000 Penalty: 3303.038330
	Iteration 25Q: 3 clusters Score -2536454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2536487.750000 Penalty: 3303.038330
	Iteration 26Q: 3 clusters Score -2536488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2536517.750000 Penalty: 3303.038330
	Iteration 27Q: 3 clusters Score -2536518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2536545.250000 Penalty: 3303.038330
	Iteration 28Q: 3 clusters Score -2536545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2536567.500000 Penalty: 3303.038330
	Iteration 29Q: 3 clusters Score -2536568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2536586.750000 Penalty: 3303.038330
	Iteration 30Q: 3 clusters Score -2536587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2536601.500000 Penalty: 3303.038330
	Iteration 31Q: 3 clusters Score -2536602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2536634.750000 Penalty: 3303.038330
	Iteration 32Q: 3 clusters Score -2536635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2536660.250000 Penalty: 3303.038330
	Iteration 33Q: 3 clusters Score -2536660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2536678.750000 Penalty: 3303.038330
	Iteration 34Q: 3 clusters Score -2536679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2536697.750000 Penalty: 3303.038330
	Iteration 35Q: 3 clusters Score -2536698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2536718.750000 Penalty: 3303.038330
	Iteration 36Q: 3 clusters Score -2536719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2536728.750000 Penalty: 3303.038330
	Iteration 37Q: 3 clusters Score -2536729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2536743.750000 Penalty: 3303.038330
	Iteration 38Q: 3 clusters Score -2536744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2536747.500000 Penalty: 3303.038330
	Iteration 39Q: 3 clusters Score -2536748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2536752.000000 Penalty: 3303.038330
	Iteration 40F: 3 clusters Score -2536752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2536758.250000 Penalty: 3303.038330
	Iteration 41Q: 3 clusters Score -2536758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2536756.250000 Penalty: 3303.038330
	Iteration 42Q: 3 clusters Score -2536756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2536755.500000 Penalty: 3303.038330
	Iteration 43Q: 3 clusters Score -2536756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2536758.500000 Penalty: 3303.038330
	Iteration 44Q: 3 clusters Score -2536758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2536758.500000 Penalty: 3303.038330
	Iteration 45F: 3 clusters Score -2536758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Entering Unmasked Estep 
Score: -1375726.875000 Penalty: 1550.367432
	Iteration 0F: 2 clusters Score -1375727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1366038.000000 Penalty: 3100.734863
	Iteration 0F: 3 clusters Score -1366038 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1369314.750000 Penalty: 3100.734863
	Iteration 1F: 3 clusters Score -1369315 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1369583.875000 Penalty: 3100.734863
	Iteration 2F: 3 clusters Score -1369584 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1369854.000000 Penalty: 3100.734863
	Iteration 3Q: 3 clusters Score -1369854 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1370206.000000 Penalty: 3100.734863
	Iteration 4Q: 3 clusters Score -1370206 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1370730.125000 Penalty: 3100.734863
	Iteration 5F: 3 clusters Score -1370730 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1371414.375000 Penalty: 3100.734863
	Iteration 6F: 3 clusters Score -1371414 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1372253.750000 Penalty: 3100.734863
	Iteration 7F: 3 clusters Score -1372254 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1373056.125000 Penalty: 3100.734863
	Iteration 8F: 3 clusters Score -1373056 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1373647.875000 Penalty: 3100.734863
	Iteration 9Q: 3 clusters Score -1373648 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1373951.375000 Penalty: 3100.734863
	Iteration 10Q: 3 clusters Score -1373951 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1374131.875000 Penalty: 3100.734863
	Iteration 11Q: 3 clusters Score -1374132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1374216.625000 Penalty: 3100.734863
	Iteration 12Q: 3 clusters Score -1374217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1374275.375000 Penalty: 3100.734863
	Iteration 13Q: 3 clusters Score -1374275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1374313.125000 Penalty: 3100.734863
	Iteration 14Q: 3 clusters Score -1374313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1374318.625000 Penalty: 3100.734863
	Iteration 15Q: 3 clusters Score -1374319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1374329.500000 Penalty: 3100.734863
	Iteration 16Q: 3 clusters Score -1374330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1374333.250000 Penalty: 3100.734863
	Iteration 17Q: 3 clusters Score -1374333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1374336.625000 Penalty: 3100.734863
	Iteration 18Q: 3 clusters Score -1374337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1374344.625000 Penalty: 3100.734863
	Iteration 19Q: 3 clusters Score -1374345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1374353.375000 Penalty: 3100.734863
	Iteration 20F: 3 clusters Score -1374353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1374363.000000 Penalty: 3100.734863
	Iteration 21Q: 3 clusters Score -1374363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1374367.125000 Penalty: 3100.734863
	Iteration 22Q: 3 clusters Score -1374367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1374379.000000 Penalty: 3100.734863
	Iteration 23Q: 3 clusters Score -1374379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1374393.375000 Penalty: 3100.734863
	Iteration 24Q: 3 clusters Score -1374393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1374397.000000 Penalty: 3100.734863
	Iteration 25Q: 3 clusters Score -1374397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1374397.625000 Penalty: 3100.734863
	Iteration 26Q: 3 clusters Score -1374398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1374397.750000 Penalty: 3100.734863
	Iteration 27Q: 3 clusters Score -1374398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1374397.750000 Penalty: 3100.734863
	Iteration 28F: 3 clusters Score -1374398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -317261.812500 Penalty: 1318.577759
	Iteration 0F: 2 clusters Score -317261.8 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 1693 members 
Entering Unmasked Estep 
Score: -314324.343750 Penalty: 2637.155518
	Iteration 0F: 3 clusters Score -314324.3 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -314975.468750 Penalty: 2637.155518
	Iteration 1F: 3 clusters Score -314975.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -315120.343750 Penalty: 2637.155518
	Iteration 2F: 3 clusters Score -315120.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -315210.281250 Penalty: 2637.155518
	Iteration 3Q: 3 clusters Score -315210.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -315284.156250 Penalty: 2637.155518
	Iteration 4Q: 3 clusters Score -315284.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -315347.906250 Penalty: 2637.155518
	Iteration 5Q: 3 clusters Score -315347.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -315406.812500 Penalty: 2637.155518
	Iteration 6Q: 3 clusters Score -315406.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -315454.937500 Penalty: 2637.155518
	Iteration 7Q: 3 clusters Score -315454.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -315514.593750 Penalty: 2637.155518
	Iteration 8Q: 3 clusters Score -315514.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -315600.343750 Penalty: 2637.155518
	Iteration 9Q: 3 clusters Score -315600.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -315669.062500 Penalty: 2637.155518
	Iteration 10Q: 3 clusters Score -315669.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -315728.812500 Penalty: 2637.155518
	Iteration 11Q: 3 clusters Score -315728.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -315783.468750 Penalty: 2637.155518
	Iteration 12Q: 3 clusters Score -315783.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -315823.656250 Penalty: 2637.155518
	Iteration 13Q: 3 clusters Score -315823.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -315864.593750 Penalty: 2637.155518
	Iteration 14Q: 3 clusters Score -315864.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -315904.968750 Penalty: 2637.155518
	Iteration 15Q: 3 clusters Score -315905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -315937.656250 Penalty: 2637.155518
	Iteration 16Q: 3 clusters Score -315937.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -315964.281250 Penalty: 2637.155518
	Iteration 17Q: 3 clusters Score -315964.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -315984.281250 Penalty: 2637.155518
	Iteration 18Q: 3 clusters Score -315984.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -315997.375000 Penalty: 2637.155518
	Iteration 19Q: 3 clusters Score -315997.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -316004.500000 Penalty: 2637.155518
	Iteration 20F: 3 clusters Score -316004.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -316012.375000 Penalty: 2637.155518
	Iteration 21Q: 3 clusters Score -316012.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -316021.000000 Penalty: 2637.155518
	Iteration 22Q: 3 clusters Score -316021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -316030.625000 Penalty: 2637.155518
	Iteration 23Q: 3 clusters Score -316030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -316039.000000 Penalty: 2637.155518
	Iteration 24Q: 3 clusters Score -316039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -316054.812500 Penalty: 2637.155518
	Iteration 25Q: 3 clusters Score -316054.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -316067.562500 Penalty: 2637.155518
	Iteration 26Q: 3 clusters Score -316067.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -316081.062500 Penalty: 2637.155518
	Iteration 27Q: 3 clusters Score -316081.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -316094.656250 Penalty: 2637.155518
	Iteration 28Q: 3 clusters Score -316094.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -316106.156250 Penalty: 2637.155518
	Iteration 29Q: 3 clusters Score -316106.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -316117.968750 Penalty: 2637.155518
	Iteration 30Q: 3 clusters Score -316118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -316128.281250 Penalty: 2637.155518
	Iteration 31Q: 3 clusters Score -316128.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -316138.031250 Penalty: 2637.155518
	Iteration 32Q: 3 clusters Score -316138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -316149.781250 Penalty: 2637.155518
	Iteration 33Q: 3 clusters Score -316149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -316157.906250 Penalty: 2637.155518
	Iteration 34Q: 3 clusters Score -316157.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -316165.906250 Penalty: 2637.155518
	Iteration 35Q: 3 clusters Score -316165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -316172.687500 Penalty: 2637.155518
	Iteration 36Q: 3 clusters Score -316172.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -316178.062500 Penalty: 2637.155518
	Iteration 37Q: 3 clusters Score -316178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -316182.093750 Penalty: 2637.155518
	Iteration 38Q: 3 clusters Score -316182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -316190.750000 Penalty: 2637.155518
	Iteration 39Q: 3 clusters Score -316190.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -316198.218750 Penalty: 2637.155518
	Iteration 40F: 3 clusters Score -316198.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -316206.531250 Penalty: 2637.155518
	Iteration 41Q: 3 clusters Score -316206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -316215.250000 Penalty: 2637.155518
	Iteration 42Q: 3 clusters Score -316215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -316222.937500 Penalty: 2637.155518
	Iteration 43Q: 3 clusters Score -316222.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -316226.687500 Penalty: 2637.155518
	Iteration 44Q: 3 clusters Score -316226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -316233.500000 Penalty: 2637.155518
	Iteration 45Q: 3 clusters Score -316233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -316235.812500 Penalty: 2637.155518
	Iteration 46Q: 3 clusters Score -316235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -316238.718750 Penalty: 2637.155518
	Iteration 47Q: 3 clusters Score -316238.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -316244.125000 Penalty: 2637.155518
	Iteration 48Q: 3 clusters Score -316244.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -316247.406250 Penalty: 2637.155518
	Iteration 49Q: 3 clusters Score -316247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -316250.750000 Penalty: 2637.155518
	Iteration 50Q: 3 clusters Score -316250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -316252.812500 Penalty: 2637.155518
	Iteration 51Q: 3 clusters Score -316252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -316253.906250 Penalty: 2637.155518
	Iteration 52Q: 3 clusters Score -316253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -316254.843750 Penalty: 2637.155518
	Iteration 53Q: 3 clusters Score -316254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -316254.468750 Penalty: 2637.155518
	Iteration 54Q: 3 clusters Score -316254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -316256.000000 Penalty: 2637.155518
	Iteration 55Q: 3 clusters Score -316256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -316258.468750 Penalty: 2637.155518
	Iteration 56Q: 3 clusters Score -316258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -316262.000000 Penalty: 2637.155518
	Iteration 57Q: 3 clusters Score -316262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -316265.750000 Penalty: 2637.155518
	Iteration 58Q: 3 clusters Score -316265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -316267.750000 Penalty: 2637.155518
	Iteration 59Q: 3 clusters Score -316267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -316271.906250 Penalty: 2637.155518
	Iteration 60F: 3 clusters Score -316271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -316275.000000 Penalty: 2637.155518
	Iteration 61Q: 3 clusters Score -316275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -316276.031250 Penalty: 2637.155518
	Iteration 62Q: 3 clusters Score -316276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -316277.343750 Penalty: 2637.155518
	Iteration 63Q: 3 clusters Score -316277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -316279.093750 Penalty: 2637.155518
	Iteration 64Q: 3 clusters Score -316279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -316281.312500 Penalty: 2637.155518
	Iteration 65Q: 3 clusters Score -316281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -316283.375000 Penalty: 2637.155518
	Iteration 66Q: 3 clusters Score -316283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -316286.343750 Penalty: 2637.155518
	Iteration 67Q: 3 clusters Score -316286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -316287.156250 Penalty: 2637.155518
	Iteration 68Q: 3 clusters Score -316287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -316287.750000 Penalty: 2637.155518
	Iteration 69Q: 3 clusters Score -316287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -316288.000000 Penalty: 2637.155518
	Iteration 70Q: 3 clusters Score -316288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -316288.500000 Penalty: 2637.155518
	Iteration 71Q: 3 clusters Score -316288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -316289.000000 Penalty: 2637.155518
	Iteration 72Q: 3 clusters Score -316289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -316289.656250 Penalty: 2637.155518
	Iteration 73Q: 3 clusters Score -316289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -316290.750000 Penalty: 2637.155518
	Iteration 74Q: 3 clusters Score -316290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -316290.750000 Penalty: 2637.155518
	Iteration 75F: 3 clusters Score -316290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Entering Unmasked Estep 
Score: -586591.812500 Penalty: 1412.365967
	Iteration 0F: 2 clusters Score -586591.8 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 2956 members 
Entering Unmasked Estep 
Score: -582064.500000 Penalty: 2824.731934
	Iteration 0F: 3 clusters Score -582064.5 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -583358.250000 Penalty: 2824.731934
	Iteration 1F: 3 clusters Score -583358.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -583575.062500 Penalty: 2824.731934
	Iteration 2F: 3 clusters Score -583575.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -583719.500000 Penalty: 2824.731934
	Iteration 3F: 3 clusters Score -583719.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -583810.500000 Penalty: 2824.731934
	Iteration 4Q: 3 clusters Score -583810.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -583883.750000 Penalty: 2824.731934
	Iteration 5Q: 3 clusters Score -583883.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -583953.625000 Penalty: 2824.731934
	Iteration 6Q: 3 clusters Score -583953.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -584019.062500 Penalty: 2824.731934
	Iteration 7Q: 3 clusters Score -584019.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -584077.500000 Penalty: 2824.731934
	Iteration 8Q: 3 clusters Score -584077.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -584147.687500 Penalty: 2824.731934
	Iteration 9Q: 3 clusters Score -584147.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -584238.812500 Penalty: 2824.731934
	Iteration 10Q: 3 clusters Score -584238.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -584360.375000 Penalty: 2824.731934
	Iteration 11Q: 3 clusters Score -584360.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -584469.375000 Penalty: 2824.731934
	Iteration 12Q: 3 clusters Score -584469.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -584570.312500 Penalty: 2824.731934
	Iteration 13Q: 3 clusters Score -584570.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -584653.437500 Penalty: 2824.731934
	Iteration 14Q: 3 clusters Score -584653.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -584715.625000 Penalty: 2824.731934
	Iteration 15Q: 3 clusters Score -584715.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -584780.937500 Penalty: 2824.731934
	Iteration 16Q: 3 clusters Score -584780.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -584849.437500 Penalty: 2824.731934
	Iteration 17Q: 3 clusters Score -584849.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -584914.250000 Penalty: 2824.731934
	Iteration 18Q: 3 clusters Score -584914.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -585000.875000 Penalty: 2824.731934
	Iteration 19Q: 3 clusters Score -585000.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -585072.562500 Penalty: 2824.731934
	Iteration 20F: 3 clusters Score -585072.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -585123.562500 Penalty: 2824.731934
	Iteration 21Q: 3 clusters Score -585123.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -585158.750000 Penalty: 2824.731934
	Iteration 22Q: 3 clusters Score -585158.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -585193.375000 Penalty: 2824.731934
	Iteration 23Q: 3 clusters Score -585193.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -585233.687500 Penalty: 2824.731934
	Iteration 24Q: 3 clusters Score -585233.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -585263.875000 Penalty: 2824.731934
	Iteration 25Q: 3 clusters Score -585263.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -585279.437500 Penalty: 2824.731934
	Iteration 26Q: 3 clusters Score -585279.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -585291.750000 Penalty: 2824.731934
	Iteration 27Q: 3 clusters Score -585291.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -585306.625000 Penalty: 2824.731934
	Iteration 28Q: 3 clusters Score -585306.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -585322.125000 Penalty: 2824.731934
	Iteration 29Q: 3 clusters Score -585322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -585334.750000 Penalty: 2824.731934
	Iteration 30Q: 3 clusters Score -585334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -585338.062500 Penalty: 2824.731934
	Iteration 31Q: 3 clusters Score -585338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -585342.562500 Penalty: 2824.731934
	Iteration 32Q: 3 clusters Score -585342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -585346.437500 Penalty: 2824.731934
	Iteration 33Q: 3 clusters Score -585346.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -585350.312500 Penalty: 2824.731934
	Iteration 34Q: 3 clusters Score -585350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -585352.062500 Penalty: 2824.731934
	Iteration 35Q: 3 clusters Score -585352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -585352.625000 Penalty: 2824.731934
	Iteration 36Q: 3 clusters Score -585352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -585355.062500 Penalty: 2824.731934
	Iteration 37Q: 3 clusters Score -585355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -585355.375000 Penalty: 2824.731934
	Iteration 38Q: 3 clusters Score -585355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -585355.125000 Penalty: 2824.731934
	Iteration 39Q: 3 clusters Score -585355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -585356.750000 Penalty: 2824.731934
	Iteration 40F: 3 clusters Score -585356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -585356.687500 Penalty: 2824.731934
	Iteration 41Q: 3 clusters Score -585356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -585356.687500 Penalty: 2824.731934
	Iteration 42F: 3 clusters Score -585356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Entering Unmasked Estep 
Score: -2086749.125000 Penalty: 1618.724121
	Iteration 0F: 2 clusters Score -2086749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2072276.500000 Penalty: 3237.448242
	Iteration 0F: 3 clusters Score -2072276 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2077664.875000 Penalty: 3237.448242
	Iteration 1F: 3 clusters Score -2077665 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2078191.750000 Penalty: 3237.448242
	Iteration 2F: 3 clusters Score -2078192 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2078883.875000 Penalty: 3237.448242
	Iteration 3F: 3 clusters Score -2078884 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2079885.250000 Penalty: 3237.448242
	Iteration 4F: 3 clusters Score -2079885 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2081185.500000 Penalty: 3237.448242
	Iteration 5F: 3 clusters Score -2081186 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2082545.125000 Penalty: 3237.448242
	Iteration 6F: 3 clusters Score -2082545 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2083697.875000 Penalty: 3237.448242
	Iteration 7F: 3 clusters Score -2083698 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2084505.875000 Penalty: 3237.448242
	Iteration 8Q: 3 clusters Score -2084506 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2085066.000000 Penalty: 3237.448242
	Iteration 9Q: 3 clusters Score -2085066 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2085470.750000 Penalty: 3237.448242
	Iteration 10Q: 3 clusters Score -2085471 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2085681.250000 Penalty: 3237.448242
	Iteration 11Q: 3 clusters Score -2085681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2085789.375000 Penalty: 3237.448242
	Iteration 12Q: 3 clusters Score -2085789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2085855.500000 Penalty: 3237.448242
	Iteration 13Q: 3 clusters Score -2085856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2085903.375000 Penalty: 3237.448242
	Iteration 14Q: 3 clusters Score -2085903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2085927.375000 Penalty: 3237.448242
	Iteration 15Q: 3 clusters Score -2085927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2085949.250000 Penalty: 3237.448242
	Iteration 16Q: 3 clusters Score -2085949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2085956.000000 Penalty: 3237.448242
	Iteration 17Q: 3 clusters Score -2085956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2085962.375000 Penalty: 3237.448242
	Iteration 18Q: 3 clusters Score -2085962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2085966.500000 Penalty: 3237.448242
	Iteration 19Q: 3 clusters Score -2085966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2085970.875000 Penalty: 3237.448242
	Iteration 20F: 3 clusters Score -2085971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2085970.625000 Penalty: 3237.448242
	Iteration 21Q: 3 clusters Score -2085971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2085971.250000 Penalty: 3237.448242
	Iteration 22Q: 3 clusters Score -2085971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2085969.500000 Penalty: 3237.448242
	Iteration 23Q: 3 clusters Score -2085970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2085969.500000 Penalty: 3237.448242
	Iteration 24F: 3 clusters Score -2085970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Entering Unmasked Estep 
Score: -1934899.250000 Penalty: 1601.238037
	Iteration 0F: 2 clusters Score -1934899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1921907.125000 Penalty: 3202.476074
	Iteration 0F: 3 clusters Score -1921907 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1926652.000000 Penalty: 3202.476074
	Iteration 1F: 3 clusters Score -1926652 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1926991.375000 Penalty: 3202.476074
	Iteration 2F: 3 clusters Score -1926991 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1927356.375000 Penalty: 3202.476074
	Iteration 3Q: 3 clusters Score -1927356 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1927762.750000 Penalty: 3202.476074
	Iteration 4Q: 3 clusters Score -1927763 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1928239.500000 Penalty: 3202.476074
	Iteration 5F: 3 clusters Score -1928240 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1928852.625000 Penalty: 3202.476074
	Iteration 6F: 3 clusters Score -1928853 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1929662.250000 Penalty: 3202.476074
	Iteration 7F: 3 clusters Score -1929662 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1930616.000000 Penalty: 3202.476074
	Iteration 8F: 3 clusters Score -1930616 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1931578.500000 Penalty: 3202.476074
	Iteration 9F: 3 clusters Score -1931578 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1932254.125000 Penalty: 3202.476074
	Iteration 10Q: 3 clusters Score -1932254 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1932544.500000 Penalty: 3202.476074
	Iteration 11Q: 3 clusters Score -1932544 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1932658.125000 Penalty: 3202.476074
	Iteration 12Q: 3 clusters Score -1932658 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1932725.125000 Penalty: 3202.476074
	Iteration 13Q: 3 clusters Score -1932725 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1932765.250000 Penalty: 3202.476074
	Iteration 14Q: 3 clusters Score -1932765 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1932804.625000 Penalty: 3202.476074
	Iteration 15Q: 3 clusters Score -1932805 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1932836.625000 Penalty: 3202.476074
	Iteration 16Q: 3 clusters Score -1932837 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1932859.875000 Penalty: 3202.476074
	Iteration 17Q: 3 clusters Score -1932860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1932879.000000 Penalty: 3202.476074
	Iteration 18Q: 3 clusters Score -1932879 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1932895.125000 Penalty: 3202.476074
	Iteration 19Q: 3 clusters Score -1932895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1932910.500000 Penalty: 3202.476074
	Iteration 20F: 3 clusters Score -1932910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1932929.875000 Penalty: 3202.476074
	Iteration 21Q: 3 clusters Score -1932930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1932941.500000 Penalty: 3202.476074
	Iteration 22Q: 3 clusters Score -1932942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1932959.125000 Penalty: 3202.476074
	Iteration 23Q: 3 clusters Score -1932959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1932963.000000 Penalty: 3202.476074
	Iteration 24Q: 3 clusters Score -1932963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1932979.000000 Penalty: 3202.476074
	Iteration 25Q: 3 clusters Score -1932979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1932985.000000 Penalty: 3202.476074
	Iteration 26Q: 3 clusters Score -1932985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1932999.375000 Penalty: 3202.476074
	Iteration 27Q: 3 clusters Score -1932999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1933011.000000 Penalty: 3202.476074
	Iteration 28Q: 3 clusters Score -1933011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1933017.125000 Penalty: 3202.476074
	Iteration 29Q: 3 clusters Score -1933017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1933020.250000 Penalty: 3202.476074
	Iteration 30Q: 3 clusters Score -1933020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1933020.625000 Penalty: 3202.476074
	Iteration 31Q: 3 clusters Score -1933021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1933023.500000 Penalty: 3202.476074
	Iteration 32Q: 3 clusters Score -1933024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1933025.250000 Penalty: 3202.476074
	Iteration 33Q: 3 clusters Score -1933025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1933035.750000 Penalty: 3202.476074
	Iteration 34Q: 3 clusters Score -1933036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1933040.125000 Penalty: 3202.476074
	Iteration 35Q: 3 clusters Score -1933040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1933057.375000 Penalty: 3202.476074
	Iteration 36Q: 3 clusters Score -1933057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1933062.000000 Penalty: 3202.476074
	Iteration 37Q: 3 clusters Score -1933062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1933061.375000 Penalty: 3202.476074
	Iteration 38Q: 3 clusters Score -1933061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1933061.875000 Penalty: 3202.476074
	Iteration 39Q: 3 clusters Score -1933062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1933064.875000 Penalty: 3202.476074
	Iteration 40F: 3 clusters Score -1933065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1933077.000000 Penalty: 3202.476074
	Iteration 41Q: 3 clusters Score -1933077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1933086.375000 Penalty: 3202.476074
	Iteration 42Q: 3 clusters Score -1933086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1933092.875000 Penalty: 3202.476074
	Iteration 43Q: 3 clusters Score -1933093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1933097.250000 Penalty: 3202.476074
	Iteration 44Q: 3 clusters Score -1933097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1933105.250000 Penalty: 3202.476074
	Iteration 45Q: 3 clusters Score -1933105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1933111.250000 Penalty: 3202.476074
	Iteration 46Q: 3 clusters Score -1933111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1933116.125000 Penalty: 3202.476074
	Iteration 47Q: 3 clusters Score -1933116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -1933126.125000 Penalty: 3202.476074
	Iteration 48Q: 3 clusters Score -1933126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1933129.250000 Penalty: 3202.476074
	Iteration 49Q: 3 clusters Score -1933129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1933137.500000 Penalty: 3202.476074
	Iteration 50Q: 3 clusters Score -1933138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1933142.000000 Penalty: 3202.476074
	Iteration 51Q: 3 clusters Score -1933142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1933143.500000 Penalty: 3202.476074
	Iteration 52Q: 3 clusters Score -1933144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1933145.875000 Penalty: 3202.476074
	Iteration 53Q: 3 clusters Score -1933146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1933157.375000 Penalty: 3202.476074
	Iteration 54Q: 3 clusters Score -1933157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -1933159.375000 Penalty: 3202.476074
	Iteration 55Q: 3 clusters Score -1933159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1933165.875000 Penalty: 3202.476074
	Iteration 56Q: 3 clusters Score -1933166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1933170.000000 Penalty: 3202.476074
	Iteration 57Q: 3 clusters Score -1933170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1933167.125000 Penalty: 3202.476074
	Iteration 58Q: 3 clusters Score -1933167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1933172.125000 Penalty: 3202.476074
	Iteration 59Q: 3 clusters Score -1933172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1933180.125000 Penalty: 3202.476074
	Iteration 60F: 3 clusters Score -1933180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1933183.750000 Penalty: 3202.476074
	Iteration 61Q: 3 clusters Score -1933184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1933185.125000 Penalty: 3202.476074
	Iteration 62Q: 3 clusters Score -1933185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1933188.250000 Penalty: 3202.476074
	Iteration 63Q: 3 clusters Score -1933188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1933196.125000 Penalty: 3202.476074
	Iteration 64Q: 3 clusters Score -1933196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1933199.000000 Penalty: 3202.476074
	Iteration 65Q: 3 clusters Score -1933199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1933201.250000 Penalty: 3202.476074
	Iteration 66Q: 3 clusters Score -1933201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1933200.875000 Penalty: 3202.476074
	Iteration 67Q: 3 clusters Score -1933201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1933202.750000 Penalty: 3202.476074
	Iteration 68Q: 3 clusters Score -1933203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1933202.750000 Penalty: 3202.476074
	Iteration 69Q: 3 clusters Score -1933203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1933209.625000 Penalty: 3202.476074
	Iteration 70Q: 3 clusters Score -1933210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1933208.125000 Penalty: 3202.476074
	Iteration 71Q: 3 clusters Score -1933208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1933212.750000 Penalty: 3202.476074
	Iteration 72Q: 3 clusters Score -1933213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1933212.250000 Penalty: 3202.476074
	Iteration 73Q: 3 clusters Score -1933212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1933215.250000 Penalty: 3202.476074
	Iteration 74Q: 3 clusters Score -1933215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1933218.000000 Penalty: 3202.476074
	Iteration 75Q: 3 clusters Score -1933218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -1933218.250000 Penalty: 3202.476074
	Iteration 76Q: 3 clusters Score -1933218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1933219.125000 Penalty: 3202.476074
	Iteration 77Q: 3 clusters Score -1933219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1933214.250000 Penalty: 3202.476074
	Iteration 78Q: 3 clusters Score -1933214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1933215.250000 Penalty: 3202.476074
	Iteration 79Q: 3 clusters Score -1933215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1933213.625000 Penalty: 3202.476074
	Iteration 80F: 3 clusters Score -1933214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1933215.500000 Penalty: 3202.476074
	Iteration 81Q: 3 clusters Score -1933216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1933216.125000 Penalty: 3202.476074
	Iteration 82Q: 3 clusters Score -1933216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -1933216.125000 Penalty: 3202.476074
	Iteration 83F: 3 clusters Score -1933216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Entering Unmasked Estep 
Score: -12560859.000000 Penalty: 1909.321655
	Iteration 0F: 2 clusters Score -1.256086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -12477588.000000 Penalty: 3818.643311
	Iteration 0F: 3 clusters Score -1.247759e+07 nChanged 60633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -12513327.000000 Penalty: 3818.643311
	Iteration 1F: 3 clusters Score -1.251333e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -12514390.000000 Penalty: 3818.643311
	Iteration 2Q: 3 clusters Score -1.251439e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -12516144.000000 Penalty: 3818.643311
	Iteration 3Q: 3 clusters Score -1.251614e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -12519261.000000 Penalty: 3818.643311
	Iteration 4F: 3 clusters Score -1.251926e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -12525106.000000 Penalty: 3818.643311
	Iteration 5F: 3 clusters Score -1.252511e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -12533363.000000 Penalty: 3818.643311
	Iteration 6F: 3 clusters Score -1.253336e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 109830 members 
Entering Unmasked Estep 
Score: -12543143.000000 Penalty: 3818.643311
	Iteration 7F: 3 clusters Score -1.254314e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 118415 members 
Entering Unmasked Estep 
Score: -12551300.000000 Penalty: 3818.643311
	Iteration 8F: 3 clusters Score -1.25513e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 123367 members 
Entering Unmasked Estep 
Score: -12556024.000000 Penalty: 3818.643311
	Iteration 9Q: 3 clusters Score -1.255602e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -12558074.000000 Penalty: 3818.643311
	Iteration 10Q: 3 clusters Score -1.255807e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 126151 members 
Entering Unmasked Estep 
Score: -12558642.000000 Penalty: 3818.643311
	Iteration 11Q: 3 clusters Score -1.255864e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -12558887.000000 Penalty: 3818.643311
	Iteration 12Q: 3 clusters Score -1.255889e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 126451 members 
Entering Unmasked Estep 
Score: -12559013.000000 Penalty: 3818.643311
	Iteration 13Q: 3 clusters Score -1.255901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -12559094.000000 Penalty: 3818.643311
	Iteration 14Q: 3 clusters Score -1.255909e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126498 members 
Entering Unmasked Estep 
Score: -12559135.000000 Penalty: 3818.643311
	Iteration 15Q: 3 clusters Score -1.255914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -12559153.000000 Penalty: 3818.643311
	Iteration 16Q: 3 clusters Score -1.255915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 126512 members 
Entering Unmasked Estep 
Score: -12559160.000000 Penalty: 3818.643311
	Iteration 17Q: 3 clusters Score -1.255916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 126516 members 
Entering Unmasked Estep 
Score: -12559172.000000 Penalty: 3818.643311
	Iteration 18Q: 3 clusters Score -1.255917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -12559172.000000 Penalty: 3818.643311
	Iteration 19Q: 3 clusters Score -1.255917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126518 members 
Entering Unmasked Estep 
Score: -12559168.000000 Penalty: 3818.643311
	Iteration 20F: 3 clusters Score -1.255917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -12559175.000000 Penalty: 3818.643311
	Iteration 21Q: 3 clusters Score -1.255918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -12559179.000000 Penalty: 3818.643311
	Iteration 22Q: 3 clusters Score -1.255918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126518 members 
Entering Unmasked Estep 
Score: -12559181.000000 Penalty: 3818.643311
	Iteration 23Q: 3 clusters Score -1.255918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -12559184.000000 Penalty: 3818.643311
	Iteration 24Q: 3 clusters Score -1.255918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -12559184.000000 Penalty: 3818.643311
	Iteration 25F: 3 clusters Score -1.255918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -276063.156250 Penalty: 1292.414307
	Iteration 0F: 2 clusters Score -276063.2 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 1464 members 
Entering Unmasked Estep 
Score: -273484.125000 Penalty: 2584.828613
	Iteration 0F: 3 clusters Score -273484.1 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -274093.000000 Penalty: 2584.828613
	Iteration 1F: 3 clusters Score -274093 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -274199.562500 Penalty: 2584.828613
	Iteration 2F: 3 clusters Score -274199.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -274266.843750 Penalty: 2584.828613
	Iteration 3Q: 3 clusters Score -274266.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -274307.843750 Penalty: 2584.828613
	Iteration 4Q: 3 clusters Score -274307.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -274335.562500 Penalty: 2584.828613
	Iteration 5Q: 3 clusters Score -274335.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -274361.281250 Penalty: 2584.828613
	Iteration 6Q: 3 clusters Score -274361.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -274378.218750 Penalty: 2584.828613
	Iteration 7Q: 3 clusters Score -274378.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -274393.656250 Penalty: 2584.828613
	Iteration 8Q: 3 clusters Score -274393.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -274406.468750 Penalty: 2584.828613
	Iteration 9Q: 3 clusters Score -274406.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -274416.687500 Penalty: 2584.828613
	Iteration 10Q: 3 clusters Score -274416.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -274427.750000 Penalty: 2584.828613
	Iteration 11Q: 3 clusters Score -274427.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -274439.968750 Penalty: 2584.828613
	Iteration 12Q: 3 clusters Score -274440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -274450.468750 Penalty: 2584.828613
	Iteration 13Q: 3 clusters Score -274450.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -274460.625000 Penalty: 2584.828613
	Iteration 14Q: 3 clusters Score -274460.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -274468.781250 Penalty: 2584.828613
	Iteration 15Q: 3 clusters Score -274468.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -274477.312500 Penalty: 2584.828613
	Iteration 16Q: 3 clusters Score -274477.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -274485.187500 Penalty: 2584.828613
	Iteration 17Q: 3 clusters Score -274485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -274494.125000 Penalty: 2584.828613
	Iteration 18Q: 3 clusters Score -274494.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -274502.062500 Penalty: 2584.828613
	Iteration 19Q: 3 clusters Score -274502.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -274509.906250 Penalty: 2584.828613
	Iteration 20F: 3 clusters Score -274509.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -274517.031250 Penalty: 2584.828613
	Iteration 21Q: 3 clusters Score -274517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -274527.781250 Penalty: 2584.828613
	Iteration 22Q: 3 clusters Score -274527.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -274540.968750 Penalty: 2584.828613
	Iteration 23Q: 3 clusters Score -274541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -274552.187500 Penalty: 2584.828613
	Iteration 24Q: 3 clusters Score -274552.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -274568.000000 Penalty: 2584.828613
	Iteration 25Q: 3 clusters Score -274568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -274588.093750 Penalty: 2584.828613
	Iteration 26Q: 3 clusters Score -274588.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -274609.687500 Penalty: 2584.828613
	Iteration 27Q: 3 clusters Score -274609.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -274626.406250 Penalty: 2584.828613
	Iteration 28Q: 3 clusters Score -274626.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -274649.781250 Penalty: 2584.828613
	Iteration 29Q: 3 clusters Score -274649.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -274676.687500 Penalty: 2584.828613
	Iteration 30Q: 3 clusters Score -274676.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -274697.625000 Penalty: 2584.828613
	Iteration 31Q: 3 clusters Score -274697.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -274721.718750 Penalty: 2584.828613
	Iteration 32Q: 3 clusters Score -274721.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -274741.781250 Penalty: 2584.828613
	Iteration 33Q: 3 clusters Score -274741.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -274760.125000 Penalty: 2584.828613
	Iteration 34Q: 3 clusters Score -274760.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -274784.312500 Penalty: 2584.828613
	Iteration 35Q: 3 clusters Score -274784.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -274805.437500 Penalty: 2584.828613
	Iteration 36Q: 3 clusters Score -274805.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -274821.812500 Penalty: 2584.828613
	Iteration 37Q: 3 clusters Score -274821.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -274845.000000 Penalty: 2584.828613
	Iteration 38Q: 3 clusters Score -274845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -274883.562500 Penalty: 2584.828613
	Iteration 39Q: 3 clusters Score -274883.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -274907.781250 Penalty: 2584.828613
	Iteration 40F: 3 clusters Score -274907.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -274933.843750 Penalty: 2584.828613
	Iteration 41Q: 3 clusters Score -274933.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -274957.625000 Penalty: 2584.828613
	Iteration 42Q: 3 clusters Score -274957.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -274969.906250 Penalty: 2584.828613
	Iteration 43Q: 3 clusters Score -274969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -274977.968750 Penalty: 2584.828613
	Iteration 44Q: 3 clusters Score -274978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -274982.750000 Penalty: 2584.828613
	Iteration 45Q: 3 clusters Score -274982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -274984.968750 Penalty: 2584.828613
	Iteration 46Q: 3 clusters Score -274985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -274987.093750 Penalty: 2584.828613
	Iteration 47Q: 3 clusters Score -274987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -274988.187500 Penalty: 2584.828613
	Iteration 48Q: 3 clusters Score -274988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -274990.156250 Penalty: 2584.828613
	Iteration 49Q: 3 clusters Score -274990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -274992.125000 Penalty: 2584.828613
	Iteration 50Q: 3 clusters Score -274992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -274996.062500 Penalty: 2584.828613
	Iteration 51Q: 3 clusters Score -274996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -274998.531250 Penalty: 2584.828613
	Iteration 52Q: 3 clusters Score -274998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -275002.187500 Penalty: 2584.828613
	Iteration 53Q: 3 clusters Score -275002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -275004.000000 Penalty: 2584.828613
	Iteration 54Q: 3 clusters Score -275004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -275005.343750 Penalty: 2584.828613
	Iteration 55Q: 3 clusters Score -275005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -275005.343750 Penalty: 2584.828613
	Iteration 56F: 3 clusters Score -275005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -453336.125000 Penalty: 1384.206299
	Iteration 0F: 2 clusters Score -453336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -449398.406250 Penalty: 2768.412598
	Iteration 0F: 3 clusters Score -449398.4 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -450707.093750 Penalty: 2768.412598
	Iteration 1F: 3 clusters Score -450707.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -451223.281250 Penalty: 2768.412598
	Iteration 2F: 3 clusters Score -451223.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -451632.406250 Penalty: 2768.412598
	Iteration 3F: 3 clusters Score -451632.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -451889.468750 Penalty: 2768.412598
	Iteration 4F: 3 clusters Score -451889.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -452141.031250 Penalty: 2768.412598
	Iteration 5F: 3 clusters Score -452141 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -452374.687500 Penalty: 2768.412598
	Iteration 6Q: 3 clusters Score -452374.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -452589.656250 Penalty: 2768.412598
	Iteration 7Q: 3 clusters Score -452589.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -452786.593750 Penalty: 2768.412598
	Iteration 8Q: 3 clusters Score -452786.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -452963.343750 Penalty: 2768.412598
	Iteration 9Q: 3 clusters Score -452963.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -453114.875000 Penalty: 2768.412598
	Iteration 10Q: 3 clusters Score -453114.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -453241.562500 Penalty: 2768.412598
	Iteration 11Q: 3 clusters Score -453241.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -453340.937500 Penalty: 2768.412598
	Iteration 12Q: 3 clusters Score -453340.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -453410.062500 Penalty: 2768.412598
	Iteration 13Q: 3 clusters Score -453410.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -453468.718750 Penalty: 2768.412598
	Iteration 14Q: 3 clusters Score -453468.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -453512.593750 Penalty: 2768.412598
	Iteration 15Q: 3 clusters Score -453512.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -453548.531250 Penalty: 2768.412598
	Iteration 16Q: 3 clusters Score -453548.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -453579.968750 Penalty: 2768.412598
	Iteration 17Q: 3 clusters Score -453580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -453605.437500 Penalty: 2768.412598
	Iteration 18Q: 3 clusters Score -453605.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -453617.500000 Penalty: 2768.412598
	Iteration 19Q: 3 clusters Score -453617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -453621.500000 Penalty: 2768.412598
	Iteration 20F: 3 clusters Score -453621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -453625.593750 Penalty: 2768.412598
	Iteration 21Q: 3 clusters Score -453625.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -453628.187500 Penalty: 2768.412598
	Iteration 22Q: 3 clusters Score -453628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -453628.968750 Penalty: 2768.412598
	Iteration 23Q: 3 clusters Score -453629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -453631.156250 Penalty: 2768.412598
	Iteration 24Q: 3 clusters Score -453631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -453632.656250 Penalty: 2768.412598
	Iteration 25Q: 3 clusters Score -453632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -453632.562500 Penalty: 2768.412598
	Iteration 26Q: 3 clusters Score -453632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -453634.156250 Penalty: 2768.412598
	Iteration 27Q: 3 clusters Score -453634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -453635.468750 Penalty: 2768.412598
	Iteration 28Q: 3 clusters Score -453635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -453636.687500 Penalty: 2768.412598
	Iteration 29Q: 3 clusters Score -453636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -453638.375000 Penalty: 2768.412598
	Iteration 30Q: 3 clusters Score -453638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -453639.625000 Penalty: 2768.412598
	Iteration 31Q: 3 clusters Score -453639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -453641.187500 Penalty: 2768.412598
	Iteration 32Q: 3 clusters Score -453641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -453642.468750 Penalty: 2768.412598
	Iteration 33Q: 3 clusters Score -453642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -453644.406250 Penalty: 2768.412598
	Iteration 34Q: 3 clusters Score -453644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -453646.281250 Penalty: 2768.412598
	Iteration 35Q: 3 clusters Score -453646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -453647.781250 Penalty: 2768.412598
	Iteration 36Q: 3 clusters Score -453647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -453648.593750 Penalty: 2768.412598
	Iteration 37Q: 3 clusters Score -453648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -453648.593750 Penalty: 2768.412598
	Iteration 38F: 3 clusters Score -453648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105744 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61492 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 3381 members 
Entering Unmasked Estep 
Score: -52413136.000000 Penalty: 57955.015625
Splitting cluster 11 changes total score from -52413728.000000 to -52413136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (15639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Entering Unmasked Estep 
Score: -1533494.500000 Penalty: 1569.347534
	Iteration 0F: 2 clusters Score -1533494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1522659.000000 Penalty: 3138.695068
	Iteration 0F: 3 clusters Score -1522659 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1526405.875000 Penalty: 3138.695068
	Iteration 1F: 3 clusters Score -1526406 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1526777.000000 Penalty: 3138.695068
	Iteration 2F: 3 clusters Score -1526777 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1527186.875000 Penalty: 3138.695068
	Iteration 3F: 3 clusters Score -1527187 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1527672.750000 Penalty: 3138.695068
	Iteration 4F: 3 clusters Score -1527673 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1528257.625000 Penalty: 3138.695068
	Iteration 5F: 3 clusters Score -1528258 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1529034.375000 Penalty: 3138.695068
	Iteration 6F: 3 clusters Score -1529034 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1529906.000000 Penalty: 3138.695068
	Iteration 7F: 3 clusters Score -1529906 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1530809.625000 Penalty: 3138.695068
	Iteration 8F: 3 clusters Score -1530810 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1531545.375000 Penalty: 3138.695068
	Iteration 9F: 3 clusters Score -1531545 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1532035.625000 Penalty: 3138.695068
	Iteration 10Q: 3 clusters Score -1532036 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1532352.500000 Penalty: 3138.695068
	Iteration 11Q: 3 clusters Score -1532352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1532553.750000 Penalty: 3138.695068
	Iteration 12Q: 3 clusters Score -1532554 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1532680.750000 Penalty: 3138.695068
	Iteration 13Q: 3 clusters Score -1532681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1532740.250000 Penalty: 3138.695068
	Iteration 14Q: 3 clusters Score -1532740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1532799.125000 Penalty: 3138.695068
	Iteration 15Q: 3 clusters Score -1532799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1532831.000000 Penalty: 3138.695068
	Iteration 16Q: 3 clusters Score -1532831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1532844.250000 Penalty: 3138.695068
	Iteration 17Q: 3 clusters Score -1532844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1532849.750000 Penalty: 3138.695068
	Iteration 18Q: 3 clusters Score -1532850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1532855.625000 Penalty: 3138.695068
	Iteration 19Q: 3 clusters Score -1532856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1532856.625000 Penalty: 3138.695068
	Iteration 20F: 3 clusters Score -1532857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1532857.000000 Penalty: 3138.695068
	Iteration 21Q: 3 clusters Score -1532857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1532859.250000 Penalty: 3138.695068
	Iteration 22Q: 3 clusters Score -1532859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1532859.250000 Penalty: 3138.695068
	Iteration 23F: 3 clusters Score -1532859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Entering Unmasked Estep 
Score: -1274651.250000 Penalty: 1539.426880
	Iteration 0F: 2 clusters Score -1274651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1265488.625000 Penalty: 3078.853760
	Iteration 0F: 3 clusters Score -1265489 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1268436.875000 Penalty: 3078.853760
	Iteration 1F: 3 clusters Score -1268437 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1268651.375000 Penalty: 3078.853760
	Iteration 2F: 3 clusters Score -1268651 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1268842.625000 Penalty: 3078.853760
	Iteration 3Q: 3 clusters Score -1268843 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1269048.500000 Penalty: 3078.853760
	Iteration 4Q: 3 clusters Score -1269048 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1269246.500000 Penalty: 3078.853760
	Iteration 5Q: 3 clusters Score -1269246 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1269470.250000 Penalty: 3078.853760
	Iteration 6Q: 3 clusters Score -1269470 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1269729.625000 Penalty: 3078.853760
	Iteration 7Q: 3 clusters Score -1269730 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1270037.250000 Penalty: 3078.853760
	Iteration 8Q: 3 clusters Score -1270037 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1270401.375000 Penalty: 3078.853760
	Iteration 9Q: 3 clusters Score -1270401 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1270809.625000 Penalty: 3078.853760
	Iteration 10Q: 3 clusters Score -1270810 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1271276.750000 Penalty: 3078.853760
	Iteration 11Q: 3 clusters Score -1271277 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1271771.250000 Penalty: 3078.853760
	Iteration 12Q: 3 clusters Score -1271771 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1272148.625000 Penalty: 3078.853760
	Iteration 13Q: 3 clusters Score -1272149 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1272357.000000 Penalty: 3078.853760
	Iteration 14Q: 3 clusters Score -1272357 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1272490.000000 Penalty: 3078.853760
	Iteration 15Q: 3 clusters Score -1272490 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1272595.750000 Penalty: 3078.853760
	Iteration 16Q: 3 clusters Score -1272596 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1272662.750000 Penalty: 3078.853760
	Iteration 17Q: 3 clusters Score -1272663 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1272709.375000 Penalty: 3078.853760
	Iteration 18Q: 3 clusters Score -1272709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1272746.500000 Penalty: 3078.853760
	Iteration 19Q: 3 clusters Score -1272746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1272773.250000 Penalty: 3078.853760
	Iteration 20F: 3 clusters Score -1272773 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1272802.500000 Penalty: 3078.853760
	Iteration 21Q: 3 clusters Score -1272802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1272831.375000 Penalty: 3078.853760
	Iteration 22Q: 3 clusters Score -1272831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1272851.125000 Penalty: 3078.853760
	Iteration 23Q: 3 clusters Score -1272851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1272868.375000 Penalty: 3078.853760
	Iteration 24Q: 3 clusters Score -1272868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1272885.750000 Penalty: 3078.853760
	Iteration 25Q: 3 clusters Score -1272886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1272903.750000 Penalty: 3078.853760
	Iteration 26Q: 3 clusters Score -1272904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1272932.000000 Penalty: 3078.853760
	Iteration 27Q: 3 clusters Score -1272932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1272956.125000 Penalty: 3078.853760
	Iteration 28Q: 3 clusters Score -1272956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1272977.250000 Penalty: 3078.853760
	Iteration 29Q: 3 clusters Score -1272977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1272991.875000 Penalty: 3078.853760
	Iteration 30Q: 3 clusters Score -1272992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1273003.000000 Penalty: 3078.853760
	Iteration 31Q: 3 clusters Score -1273003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1273009.375000 Penalty: 3078.853760
	Iteration 32Q: 3 clusters Score -1273009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1273019.750000 Penalty: 3078.853760
	Iteration 33Q: 3 clusters Score -1273020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1273031.000000 Penalty: 3078.853760
	Iteration 34Q: 3 clusters Score -1273031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1273035.750000 Penalty: 3078.853760
	Iteration 35Q: 3 clusters Score -1273036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1273037.250000 Penalty: 3078.853760
	Iteration 36Q: 3 clusters Score -1273037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1273042.125000 Penalty: 3078.853760
	Iteration 37Q: 3 clusters Score -1273042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1273052.500000 Penalty: 3078.853760
	Iteration 38Q: 3 clusters Score -1273052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1273056.750000 Penalty: 3078.853760
	Iteration 39Q: 3 clusters Score -1273057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1273063.625000 Penalty: 3078.853760
	Iteration 40F: 3 clusters Score -1273064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1273074.125000 Penalty: 3078.853760
	Iteration 41Q: 3 clusters Score -1273074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1273082.625000 Penalty: 3078.853760
	Iteration 42Q: 3 clusters Score -1273083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1273090.750000 Penalty: 3078.853760
	Iteration 43Q: 3 clusters Score -1273091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1273091.625000 Penalty: 3078.853760
	Iteration 44Q: 3 clusters Score -1273092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1273100.000000 Penalty: 3078.853760
	Iteration 45Q: 3 clusters Score -1273100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1273106.125000 Penalty: 3078.853760
	Iteration 46Q: 3 clusters Score -1273106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1273112.125000 Penalty: 3078.853760
	Iteration 47Q: 3 clusters Score -1273112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1273117.875000 Penalty: 3078.853760
	Iteration 48Q: 3 clusters Score -1273118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1273121.750000 Penalty: 3078.853760
	Iteration 49Q: 3 clusters Score -1273122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1273124.875000 Penalty: 3078.853760
	Iteration 50Q: 3 clusters Score -1273125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1273125.250000 Penalty: 3078.853760
	Iteration 51Q: 3 clusters Score -1273125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1273125.750000 Penalty: 3078.853760
	Iteration 52Q: 3 clusters Score -1273126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1273126.875000 Penalty: 3078.853760
	Iteration 53Q: 3 clusters Score -1273127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1273129.000000 Penalty: 3078.853760
	Iteration 54Q: 3 clusters Score -1273129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1273129.750000 Penalty: 3078.853760
	Iteration 55Q: 3 clusters Score -1273130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1273130.750000 Penalty: 3078.853760
	Iteration 56Q: 3 clusters Score -1273131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1273128.375000 Penalty: 3078.853760
	Iteration 57Q: 3 clusters Score -1273128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1273129.250000 Penalty: 3078.853760
	Iteration 58Q: 3 clusters Score -1273129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1273129.875000 Penalty: 3078.853760
	Iteration 59Q: 3 clusters Score -1273130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1273130.125000 Penalty: 3078.853760
	Iteration 60F: 3 clusters Score -1273130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1273130.000000 Penalty: 3078.853760
	Iteration 61Q: 3 clusters Score -1273130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1273130.125000 Penalty: 3078.853760
	Iteration 62Q: 3 clusters Score -1273130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1273130.125000 Penalty: 3078.853760
	Iteration 63F: 3 clusters Score -1273130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -151907.765625 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -151907.8 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 839 members 
Entering Unmasked Estep 
Score: -150104.718750 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -150104.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -150550.265625 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -150550.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -150640.906250 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -150640.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -150691.750000 Penalty: 2418.619873
	Iteration 3Q: 3 clusters Score -150691.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -150743.984375 Penalty: 2418.619873
	Iteration 4Q: 3 clusters Score -150744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -150778.921875 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -150778.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -150799.296875 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -150799.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -150819.750000 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -150819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150834.093750 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -150834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -150851.078125 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -150851.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -150876.296875 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -150876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -150894.406250 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -150894.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -150911.937500 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -150911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -150922.484375 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -150922.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -150934.515625 Penalty: 2418.619873
	Iteration 14Q: 3 clusters Score -150934.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -150941.812500 Penalty: 2418.619873
	Iteration 15Q: 3 clusters Score -150941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -150946.015625 Penalty: 2418.619873
	Iteration 16Q: 3 clusters Score -150946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -150950.968750 Penalty: 2418.619873
	Iteration 17Q: 3 clusters Score -150951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -150954.750000 Penalty: 2418.619873
	Iteration 18Q: 3 clusters Score -150954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -150958.015625 Penalty: 2418.619873
	Iteration 19Q: 3 clusters Score -150958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -150963.546875 Penalty: 2418.619873
	Iteration 20F: 3 clusters Score -150963.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -150969.125000 Penalty: 2418.619873
	Iteration 21Q: 3 clusters Score -150969.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -150970.859375 Penalty: 2418.619873
	Iteration 22Q: 3 clusters Score -150970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -150975.390625 Penalty: 2418.619873
	Iteration 23Q: 3 clusters Score -150975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -150976.437500 Penalty: 2418.619873
	Iteration 24Q: 3 clusters Score -150976.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -150977.000000 Penalty: 2418.619873
	Iteration 25Q: 3 clusters Score -150977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -150977.000000 Penalty: 2418.619873
	Iteration 26F: 3 clusters Score -150977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Entering Unmasked Estep 
Score: -1308224.250000 Penalty: 1543.021973
	Iteration 0F: 2 clusters Score -1308224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1298890.000000 Penalty: 3086.043945
	Iteration 0F: 3 clusters Score -1298890 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1302060.500000 Penalty: 3086.043945
	Iteration 1F: 3 clusters Score -1302060 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1302356.250000 Penalty: 3086.043945
	Iteration 2F: 3 clusters Score -1302356 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1302581.000000 Penalty: 3086.043945
	Iteration 3Q: 3 clusters Score -1302581 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1302758.625000 Penalty: 3086.043945
	Iteration 4Q: 3 clusters Score -1302759 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1302917.500000 Penalty: 3086.043945
	Iteration 5Q: 3 clusters Score -1302918 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1303081.625000 Penalty: 3086.043945
	Iteration 6Q: 3 clusters Score -1303082 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1303256.875000 Penalty: 3086.043945
	Iteration 7Q: 3 clusters Score -1303257 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1303465.375000 Penalty: 3086.043945
	Iteration 8Q: 3 clusters Score -1303465 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1303723.500000 Penalty: 3086.043945
	Iteration 9Q: 3 clusters Score -1303724 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1304042.750000 Penalty: 3086.043945
	Iteration 10Q: 3 clusters Score -1304043 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1304402.000000 Penalty: 3086.043945
	Iteration 11Q: 3 clusters Score -1304402 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1304783.250000 Penalty: 3086.043945
	Iteration 12Q: 3 clusters Score -1304783 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1305126.625000 Penalty: 3086.043945
	Iteration 13Q: 3 clusters Score -1305127 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1305426.375000 Penalty: 3086.043945
	Iteration 14Q: 3 clusters Score -1305426 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1305682.500000 Penalty: 3086.043945
	Iteration 15Q: 3 clusters Score -1305682 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1305869.750000 Penalty: 3086.043945
	Iteration 16Q: 3 clusters Score -1305870 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1306008.500000 Penalty: 3086.043945
	Iteration 17Q: 3 clusters Score -1306008 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1306121.125000 Penalty: 3086.043945
	Iteration 18Q: 3 clusters Score -1306121 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1306202.875000 Penalty: 3086.043945
	Iteration 19Q: 3 clusters Score -1306203 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1306283.875000 Penalty: 3086.043945
	Iteration 20F: 3 clusters Score -1306284 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1306361.000000 Penalty: 3086.043945
	Iteration 21Q: 3 clusters Score -1306361 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1306420.750000 Penalty: 3086.043945
	Iteration 22Q: 3 clusters Score -1306421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1306480.500000 Penalty: 3086.043945
	Iteration 23Q: 3 clusters Score -1306480 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1306535.750000 Penalty: 3086.043945
	Iteration 24Q: 3 clusters Score -1306536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1306586.750000 Penalty: 3086.043945
	Iteration 25Q: 3 clusters Score -1306587 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1306631.750000 Penalty: 3086.043945
	Iteration 26Q: 3 clusters Score -1306632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1306678.500000 Penalty: 3086.043945
	Iteration 27Q: 3 clusters Score -1306678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1306704.250000 Penalty: 3086.043945
	Iteration 28Q: 3 clusters Score -1306704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1306744.375000 Penalty: 3086.043945
	Iteration 29Q: 3 clusters Score -1306744 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1306775.500000 Penalty: 3086.043945
	Iteration 30Q: 3 clusters Score -1306776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1306812.000000 Penalty: 3086.043945
	Iteration 31Q: 3 clusters Score -1306812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1306850.875000 Penalty: 3086.043945
	Iteration 32Q: 3 clusters Score -1306851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1306878.000000 Penalty: 3086.043945
	Iteration 33Q: 3 clusters Score -1306878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1306919.375000 Penalty: 3086.043945
	Iteration 34Q: 3 clusters Score -1306919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1306962.375000 Penalty: 3086.043945
	Iteration 35Q: 3 clusters Score -1306962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1307023.750000 Penalty: 3086.043945
	Iteration 36Q: 3 clusters Score -1307024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1307095.875000 Penalty: 3086.043945
	Iteration 37Q: 3 clusters Score -1307096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1307152.375000 Penalty: 3086.043945
	Iteration 38Q: 3 clusters Score -1307152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1307222.000000 Penalty: 3086.043945
	Iteration 39Q: 3 clusters Score -1307222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1307320.250000 Penalty: 3086.043945
	Iteration 40F: 3 clusters Score -1307320 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1307453.250000 Penalty: 3086.043945
	Iteration 41Q: 3 clusters Score -1307453 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1307600.750000 Penalty: 3086.043945
	Iteration 42Q: 3 clusters Score -1307601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1307742.875000 Penalty: 3086.043945
	Iteration 43Q: 3 clusters Score -1307743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1307844.875000 Penalty: 3086.043945
	Iteration 44Q: 3 clusters Score -1307845 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1307922.625000 Penalty: 3086.043945
	Iteration 45Q: 3 clusters Score -1307923 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1307971.125000 Penalty: 3086.043945
	Iteration 46Q: 3 clusters Score -1307971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1308005.875000 Penalty: 3086.043945
	Iteration 47Q: 3 clusters Score -1308006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1308029.875000 Penalty: 3086.043945
	Iteration 48Q: 3 clusters Score -1308030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1308041.875000 Penalty: 3086.043945
	Iteration 49Q: 3 clusters Score -1308042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1308051.625000 Penalty: 3086.043945
	Iteration 50Q: 3 clusters Score -1308052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1308053.750000 Penalty: 3086.043945
	Iteration 51Q: 3 clusters Score -1308054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1308056.500000 Penalty: 3086.043945
	Iteration 52Q: 3 clusters Score -1308056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1308060.125000 Penalty: 3086.043945
	Iteration 53Q: 3 clusters Score -1308060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1308063.750000 Penalty: 3086.043945
	Iteration 54Q: 3 clusters Score -1308064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1308068.875000 Penalty: 3086.043945
	Iteration 55Q: 3 clusters Score -1308069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1308070.875000 Penalty: 3086.043945
	Iteration 56Q: 3 clusters Score -1308071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1308074.875000 Penalty: 3086.043945
	Iteration 57Q: 3 clusters Score -1308075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1308074.750000 Penalty: 3086.043945
	Iteration 58Q: 3 clusters Score -1308075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1308074.625000 Penalty: 3086.043945
	Iteration 59Q: 3 clusters Score -1308075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1308076.250000 Penalty: 3086.043945
	Iteration 60F: 3 clusters Score -1308076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1308081.500000 Penalty: 3086.043945
	Iteration 61Q: 3 clusters Score -1308082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1308083.625000 Penalty: 3086.043945
	Iteration 62Q: 3 clusters Score -1308084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1308084.250000 Penalty: 3086.043945
	Iteration 63Q: 3 clusters Score -1308084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1308083.875000 Penalty: 3086.043945
	Iteration 64Q: 3 clusters Score -1308084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1308081.625000 Penalty: 3086.043945
	Iteration 65Q: 3 clusters Score -1308082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1308081.000000 Penalty: 3086.043945
	Iteration 66Q: 3 clusters Score -1308081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1308083.000000 Penalty: 3086.043945
	Iteration 67Q: 3 clusters Score -1308083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1308083.125000 Penalty: 3086.043945
	Iteration 68Q: 3 clusters Score -1308083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1308086.875000 Penalty: 3086.043945
	Iteration 69Q: 3 clusters Score -1308087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1308087.875000 Penalty: 3086.043945
	Iteration 70Q: 3 clusters Score -1308088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1308090.875000 Penalty: 3086.043945
	Iteration 71Q: 3 clusters Score -1308091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1308097.250000 Penalty: 3086.043945
	Iteration 72Q: 3 clusters Score -1308097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1308104.125000 Penalty: 3086.043945
	Iteration 73Q: 3 clusters Score -1308104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1308109.500000 Penalty: 3086.043945
	Iteration 74Q: 3 clusters Score -1308110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1308116.250000 Penalty: 3086.043945
	Iteration 75Q: 3 clusters Score -1308116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1308121.125000 Penalty: 3086.043945
	Iteration 76Q: 3 clusters Score -1308121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1308122.375000 Penalty: 3086.043945
	Iteration 77Q: 3 clusters Score -1308122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1308121.500000 Penalty: 3086.043945
	Iteration 78Q: 3 clusters Score -1308122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1308123.875000 Penalty: 3086.043945
	Iteration 79Q: 3 clusters Score -1308124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1308124.125000 Penalty: 3086.043945
	Iteration 80F: 3 clusters Score -1308124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1308122.500000 Penalty: 3086.043945
	Iteration 81Q: 3 clusters Score -1308122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1308128.250000 Penalty: 3086.043945
	Iteration 82Q: 3 clusters Score -1308128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1308127.625000 Penalty: 3086.043945
	Iteration 83Q: 3 clusters Score -1308128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1308129.625000 Penalty: 3086.043945
	Iteration 84Q: 3 clusters Score -1308130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1308130.875000 Penalty: 3086.043945
	Iteration 85Q: 3 clusters Score -1308131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1308130.500000 Penalty: 3086.043945
	Iteration 86Q: 3 clusters Score -1308130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1308131.250000 Penalty: 3086.043945
	Iteration 87Q: 3 clusters Score -1308131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1308129.750000 Penalty: 3086.043945
	Iteration 88Q: 3 clusters Score -1308130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1308131.250000 Penalty: 3086.043945
	Iteration 89Q: 3 clusters Score -1308131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1308131.875000 Penalty: 3086.043945
	Iteration 90Q: 3 clusters Score -1308132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1308131.875000 Penalty: 3086.043945
	Iteration 91F: 3 clusters Score -1308132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Entering Unmasked Estep 
Score: -906733.250000 Penalty: 1497.829956
	Iteration 0F: 2 clusters Score -906733.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -899565.687500 Penalty: 2995.659912
	Iteration 0F: 3 clusters Score -899565.7 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -901800.812500 Penalty: 2995.659912
	Iteration 1F: 3 clusters Score -901800.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -902115.125000 Penalty: 2995.659912
	Iteration 2F: 3 clusters Score -902115.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -902440.687500 Penalty: 2995.659912
	Iteration 3F: 3 clusters Score -902440.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -902828.562500 Penalty: 2995.659912
	Iteration 4F: 3 clusters Score -902828.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -903258.750000 Penalty: 2995.659912
	Iteration 5F: 3 clusters Score -903258.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -903754.812500 Penalty: 2995.659912
	Iteration 6F: 3 clusters Score -903754.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -904300.937500 Penalty: 2995.659912
	Iteration 7F: 3 clusters Score -904300.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -904802.625000 Penalty: 2995.659912
	Iteration 8F: 3 clusters Score -904802.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -905200.187500 Penalty: 2995.659912
	Iteration 9Q: 3 clusters Score -905200.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -905465.875000 Penalty: 2995.659912
	Iteration 10Q: 3 clusters Score -905465.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -905645.687500 Penalty: 2995.659912
	Iteration 11Q: 3 clusters Score -905645.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -905726.875000 Penalty: 2995.659912
	Iteration 12Q: 3 clusters Score -905726.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -905776.875000 Penalty: 2995.659912
	Iteration 13Q: 3 clusters Score -905776.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -905801.562500 Penalty: 2995.659912
	Iteration 14Q: 3 clusters Score -905801.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -905820.687500 Penalty: 2995.659912
	Iteration 15Q: 3 clusters Score -905820.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -905834.750000 Penalty: 2995.659912
	Iteration 16Q: 3 clusters Score -905834.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -905850.937500 Penalty: 2995.659912
	Iteration 17Q: 3 clusters Score -905850.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -905864.562500 Penalty: 2995.659912
	Iteration 18Q: 3 clusters Score -905864.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -905872.125000 Penalty: 2995.659912
	Iteration 19Q: 3 clusters Score -905872.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -905877.000000 Penalty: 2995.659912
	Iteration 20F: 3 clusters Score -905877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -905876.750000 Penalty: 2995.659912
	Iteration 21Q: 3 clusters Score -905876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -905877.312500 Penalty: 2995.659912
	Iteration 22Q: 3 clusters Score -905877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -905879.000000 Penalty: 2995.659912
	Iteration 23Q: 3 clusters Score -905879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -905881.312500 Penalty: 2995.659912
	Iteration 24Q: 3 clusters Score -905881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -905885.125000 Penalty: 2995.659912
	Iteration 25Q: 3 clusters Score -905885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -905886.187500 Penalty: 2995.659912
	Iteration 26Q: 3 clusters Score -905886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -905886.062500 Penalty: 2995.659912
	Iteration 27Q: 3 clusters Score -905886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -905887.250000 Penalty: 2995.659912
	Iteration 28Q: 3 clusters Score -905887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -905886.875000 Penalty: 2995.659912
	Iteration 29Q: 3 clusters Score -905886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -905886.875000 Penalty: 2995.659912
	Iteration 30F: 3 clusters Score -905886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Entering Unmasked Estep 
Score: -884866.062500 Penalty: 1478.690186
	Iteration 0F: 2 clusters Score -884866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -878307.625000 Penalty: 2957.380371
	Iteration 0F: 3 clusters Score -878307.6 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -880529.250000 Penalty: 2957.380371
	Iteration 1F: 3 clusters Score -880529.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -880997.375000 Penalty: 2957.380371
	Iteration 2F: 3 clusters Score -880997.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -881429.812500 Penalty: 2957.380371
	Iteration 3F: 3 clusters Score -881429.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -881861.312500 Penalty: 2957.380371
	Iteration 4F: 3 clusters Score -881861.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -882244.562500 Penalty: 2957.380371
	Iteration 5F: 3 clusters Score -882244.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -882566.687500 Penalty: 2957.380371
	Iteration 6F: 3 clusters Score -882566.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -882848.187500 Penalty: 2957.380371
	Iteration 7Q: 3 clusters Score -882848.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -883056.125000 Penalty: 2957.380371
	Iteration 8Q: 3 clusters Score -883056.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -883250.875000 Penalty: 2957.380371
	Iteration 9Q: 3 clusters Score -883250.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -883393.812500 Penalty: 2957.380371
	Iteration 10Q: 3 clusters Score -883393.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -883495.500000 Penalty: 2957.380371
	Iteration 11Q: 3 clusters Score -883495.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -883556.312500 Penalty: 2957.380371
	Iteration 12Q: 3 clusters Score -883556.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -883607.500000 Penalty: 2957.380371
	Iteration 13Q: 3 clusters Score -883607.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -883640.875000 Penalty: 2957.380371
	Iteration 14Q: 3 clusters Score -883640.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -883662.125000 Penalty: 2957.380371
	Iteration 15Q: 3 clusters Score -883662.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -883679.187500 Penalty: 2957.380371
	Iteration 16Q: 3 clusters Score -883679.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -883689.312500 Penalty: 2957.380371
	Iteration 17Q: 3 clusters Score -883689.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -883702.187500 Penalty: 2957.380371
	Iteration 18Q: 3 clusters Score -883702.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -883708.250000 Penalty: 2957.380371
	Iteration 19Q: 3 clusters Score -883708.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -883719.875000 Penalty: 2957.380371
	Iteration 20F: 3 clusters Score -883719.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -883724.625000 Penalty: 2957.380371
	Iteration 21Q: 3 clusters Score -883724.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -883730.312500 Penalty: 2957.380371
	Iteration 22Q: 3 clusters Score -883730.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -883734.875000 Penalty: 2957.380371
	Iteration 23Q: 3 clusters Score -883734.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -883742.562500 Penalty: 2957.380371
	Iteration 24Q: 3 clusters Score -883742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -883746.375000 Penalty: 2957.380371
	Iteration 25Q: 3 clusters Score -883746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -883756.812500 Penalty: 2957.380371
	Iteration 26Q: 3 clusters Score -883756.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -883763.312500 Penalty: 2957.380371
	Iteration 27Q: 3 clusters Score -883763.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -883770.062500 Penalty: 2957.380371
	Iteration 28Q: 3 clusters Score -883770.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -883776.000000 Penalty: 2957.380371
	Iteration 29Q: 3 clusters Score -883776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -883778.187500 Penalty: 2957.380371
	Iteration 30Q: 3 clusters Score -883778.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -883783.687500 Penalty: 2957.380371
	Iteration 31Q: 3 clusters Score -883783.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -883792.625000 Penalty: 2957.380371
	Iteration 32Q: 3 clusters Score -883792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -883803.312500 Penalty: 2957.380371
	Iteration 33Q: 3 clusters Score -883803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -883807.750000 Penalty: 2957.380371
	Iteration 34Q: 3 clusters Score -883807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -883814.000000 Penalty: 2957.380371
	Iteration 35Q: 3 clusters Score -883814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -883819.000000 Penalty: 2957.380371
	Iteration 36Q: 3 clusters Score -883819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -883820.437500 Penalty: 2957.380371
	Iteration 37Q: 3 clusters Score -883820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -883822.750000 Penalty: 2957.380371
	Iteration 38Q: 3 clusters Score -883822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -883826.562500 Penalty: 2957.380371
	Iteration 39Q: 3 clusters Score -883826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -883826.750000 Penalty: 2957.380371
	Iteration 40F: 3 clusters Score -883826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -883827.062500 Penalty: 2957.380371
	Iteration 41Q: 3 clusters Score -883827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -883827.062500 Penalty: 2957.380371
	Iteration 42F: 3 clusters Score -883827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Entering Unmasked Estep 
Score: -6096937.500000 Penalty: 1791.832764
	Iteration 0F: 2 clusters Score -6096938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6055741.000000 Penalty: 3583.665527
	Iteration 0F: 3 clusters Score -6055741 nChanged 28934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -6072397.500000 Penalty: 3583.665527
	Iteration 1F: 3 clusters Score -6072398 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6073169.500000 Penalty: 3583.665527
	Iteration 2Q: 3 clusters Score -6073170 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -6074174.000000 Penalty: 3583.665527
	Iteration 3Q: 3 clusters Score -6074174 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6075469.000000 Penalty: 3583.665527
	Iteration 4Q: 3 clusters Score -6075469 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -6077027.500000 Penalty: 3583.665527
	Iteration 5Q: 3 clusters Score -6077028 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -6079127.000000 Penalty: 3583.665527
	Iteration 6F: 3 clusters Score -6079127 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -6081780.500000 Penalty: 3583.665527
	Iteration 7F: 3 clusters Score -6081780 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -6085025.500000 Penalty: 3583.665527
	Iteration 8F: 3 clusters Score -6085026 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -6088355.500000 Penalty: 3583.665527
	Iteration 9F: 3 clusters Score -6088356 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6091229.000000 Penalty: 3583.665527
	Iteration 10F: 3 clusters Score -6091229 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6093133.500000 Penalty: 3583.665527
	Iteration 11Q: 3 clusters Score -6093134 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6094224.500000 Penalty: 3583.665527
	Iteration 12Q: 3 clusters Score -6094224 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6094780.500000 Penalty: 3583.665527
	Iteration 13Q: 3 clusters Score -6094780 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6095019.500000 Penalty: 3583.665527
	Iteration 14Q: 3 clusters Score -6095020 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6095176.500000 Penalty: 3583.665527
	Iteration 15Q: 3 clusters Score -6095176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6095262.000000 Penalty: 3583.665527
	Iteration 16Q: 3 clusters Score -6095262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6095290.000000 Penalty: 3583.665527
	Iteration 17Q: 3 clusters Score -6095290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6095320.000000 Penalty: 3583.665527
	Iteration 18Q: 3 clusters Score -6095320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6095330.000000 Penalty: 3583.665527
	Iteration 19Q: 3 clusters Score -6095330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6095333.500000 Penalty: 3583.665527
	Iteration 20F: 3 clusters Score -6095334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6095341.000000 Penalty: 3583.665527
	Iteration 21Q: 3 clusters Score -6095341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6095355.500000 Penalty: 3583.665527
	Iteration 22Q: 3 clusters Score -6095356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6095365.500000 Penalty: 3583.665527
	Iteration 23Q: 3 clusters Score -6095366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6095377.500000 Penalty: 3583.665527
	Iteration 24Q: 3 clusters Score -6095378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6095399.500000 Penalty: 3583.665527
	Iteration 25Q: 3 clusters Score -6095400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6095403.000000 Penalty: 3583.665527
	Iteration 26Q: 3 clusters Score -6095403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6095403.500000 Penalty: 3583.665527
	Iteration 27Q: 3 clusters Score -6095404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6095400.500000 Penalty: 3583.665527
	Iteration 28Q: 3 clusters Score -6095400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6095400.500000 Penalty: 3583.665527
	Iteration 29F: 3 clusters Score -6095400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -596285.437500 Penalty: 1412.720459
	Iteration 0F: 2 clusters Score -596285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -591667.625000 Penalty: 2825.440918
	Iteration 0F: 3 clusters Score -591667.6 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -592944.937500 Penalty: 2825.440918
	Iteration 1F: 3 clusters Score -592944.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -593151.750000 Penalty: 2825.440918
	Iteration 2F: 3 clusters Score -593151.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -593317.000000 Penalty: 2825.440918
	Iteration 3F: 3 clusters Score -593317 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -593483.000000 Penalty: 2825.440918
	Iteration 4Q: 3 clusters Score -593483 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -593678.187500 Penalty: 2825.440918
	Iteration 5Q: 3 clusters Score -593678.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -593895.625000 Penalty: 2825.440918
	Iteration 6Q: 3 clusters Score -593895.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -594123.750000 Penalty: 2825.440918
	Iteration 7F: 3 clusters Score -594123.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -594361.187500 Penalty: 2825.440918
	Iteration 8F: 3 clusters Score -594361.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -594604.562500 Penalty: 2825.440918
	Iteration 9F: 3 clusters Score -594604.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -594827.312500 Penalty: 2825.440918
	Iteration 10Q: 3 clusters Score -594827.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -595044.375000 Penalty: 2825.440918
	Iteration 11Q: 3 clusters Score -595044.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -595228.500000 Penalty: 2825.440918
	Iteration 12Q: 3 clusters Score -595228.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -595376.875000 Penalty: 2825.440918
	Iteration 13Q: 3 clusters Score -595376.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -595490.562500 Penalty: 2825.440918
	Iteration 14Q: 3 clusters Score -595490.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -595590.000000 Penalty: 2825.440918
	Iteration 15Q: 3 clusters Score -595590 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -595690.687500 Penalty: 2825.440918
	Iteration 16Q: 3 clusters Score -595690.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -595752.250000 Penalty: 2825.440918
	Iteration 17Q: 3 clusters Score -595752.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -595781.375000 Penalty: 2825.440918
	Iteration 18Q: 3 clusters Score -595781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -595790.375000 Penalty: 2825.440918
	Iteration 19Q: 3 clusters Score -595790.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -595795.687500 Penalty: 2825.440918
	Iteration 20F: 3 clusters Score -595795.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -595799.437500 Penalty: 2825.440918
	Iteration 21Q: 3 clusters Score -595799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -595802.437500 Penalty: 2825.440918
	Iteration 22Q: 3 clusters Score -595802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -595804.812500 Penalty: 2825.440918
	Iteration 23Q: 3 clusters Score -595804.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -595805.812500 Penalty: 2825.440918
	Iteration 24Q: 3 clusters Score -595805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -595806.312500 Penalty: 2825.440918
	Iteration 25Q: 3 clusters Score -595806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -595806.312500 Penalty: 2825.440918
	Iteration 26F: 3 clusters Score -595806.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -73225.851562 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -73225.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71960.914062 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -71960.91 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72166.710938 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -72166.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -72223.492188 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -72223.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72254.375000 Penalty: 2171.685303
	Iteration 3Q: 3 clusters Score -72254.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72268.492188 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -72268.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72281.656250 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -72281.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72296.679688 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -72296.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72306.304688 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -72306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72308.976562 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -72308.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72311.125000 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -72311.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72311.609375 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -72311.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72311.976562 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -72311.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72311.976562 Penalty: 2171.685303
	Iteration 12F: 3 clusters Score -72311.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -73037.523438 Penalty: 1083.999512
	Iteration 0F: 2 clusters Score -73037.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71835.179688 Penalty: 2167.999023
	Iteration 0F: 3 clusters Score -71835.18 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72114.148438 Penalty: 2167.999023
	Iteration 1F: 3 clusters Score -72114.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72290.921875 Penalty: 2167.999023
	Iteration 2F: 3 clusters Score -72290.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -72447.093750 Penalty: 2167.999023
	Iteration 3F: 3 clusters Score -72447.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -72551.484375 Penalty: 2167.999023
	Iteration 4F: 3 clusters Score -72551.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -72612.351562 Penalty: 2167.999023
	Iteration 5Q: 3 clusters Score -72612.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72672.679688 Penalty: 2167.999023
	Iteration 6Q: 3 clusters Score -72672.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72740.296875 Penalty: 2167.999023
	Iteration 7Q: 3 clusters Score -72740.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -72772.023438 Penalty: 2167.999023
	Iteration 8Q: 3 clusters Score -72772.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -72802.960938 Penalty: 2167.999023
	Iteration 9Q: 3 clusters Score -72802.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -72828.398438 Penalty: 2167.999023
	Iteration 10Q: 3 clusters Score -72828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -72835.906250 Penalty: 2167.999023
	Iteration 11Q: 3 clusters Score -72835.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72844.968750 Penalty: 2167.999023
	Iteration 12Q: 3 clusters Score -72844.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72850.070312 Penalty: 2167.999023
	Iteration 13Q: 3 clusters Score -72850.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72856.390625 Penalty: 2167.999023
	Iteration 14Q: 3 clusters Score -72856.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72861.132812 Penalty: 2167.999023
	Iteration 15Q: 3 clusters Score -72861.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72861.132812 Penalty: 2167.999023
	Iteration 16F: 3 clusters Score -72861.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Entering Unmasked Estep 
Score: -398175.031250 Penalty: 1359.648438
	Iteration 0F: 2 clusters Score -398175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -394643.562500 Penalty: 2719.296875
	Iteration 0F: 3 clusters Score -394643.6 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -395763.718750 Penalty: 2719.296875
	Iteration 1F: 3 clusters Score -395763.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -396136.343750 Penalty: 2719.296875
	Iteration 2F: 3 clusters Score -396136.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -396614.281250 Penalty: 2719.296875
	Iteration 3F: 3 clusters Score -396614.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -397307.531250 Penalty: 2719.296875
	Iteration 4F: 3 clusters Score -397307.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -397950.500000 Penalty: 2719.296875
	Iteration 5F: 3 clusters Score -397950.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -398354.906250 Penalty: 2719.296875
	Iteration 6F: 3 clusters Score -398354.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -398515.718750 Penalty: 2719.296875
	Iteration 7Q: 3 clusters Score -398515.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -398585.468750 Penalty: 2719.296875
	Iteration 8Q: 3 clusters Score -398585.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -398622.218750 Penalty: 2719.296875
	Iteration 9Q: 3 clusters Score -398622.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -398647.781250 Penalty: 2719.296875
	Iteration 10Q: 3 clusters Score -398647.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -398663.156250 Penalty: 2719.296875
	Iteration 11Q: 3 clusters Score -398663.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -398676.656250 Penalty: 2719.296875
	Iteration 12Q: 3 clusters Score -398676.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -398686.875000 Penalty: 2719.296875
	Iteration 13Q: 3 clusters Score -398686.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -398696.187500 Penalty: 2719.296875
	Iteration 14Q: 3 clusters Score -398696.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -398705.250000 Penalty: 2719.296875
	Iteration 15Q: 3 clusters Score -398705.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -398711.125000 Penalty: 2719.296875
	Iteration 16Q: 3 clusters Score -398711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -398714.593750 Penalty: 2719.296875
	Iteration 17Q: 3 clusters Score -398714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -398716.156250 Penalty: 2719.296875
	Iteration 18Q: 3 clusters Score -398716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -398716.468750 Penalty: 2719.296875
	Iteration 19Q: 3 clusters Score -398716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -398716.468750 Penalty: 2719.296875
	Iteration 20F: 3 clusters Score -398716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105744 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61492 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 1002 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 3301 members 
Entering Unmasked Estep 
Score: -52413548.000000 Penalty: 57955.015625
Splitting cluster 22 changes total score from -52413728.000000 to -52413548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (3213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Entering Unmasked Estep 
Score: -309876.500000 Penalty: 1312.181152
	Iteration 0F: 2 clusters Score -309876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -306992.406250 Penalty: 2624.362305
	Iteration 0F: 3 clusters Score -306992.4 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -307655.875000 Penalty: 2624.362305
	Iteration 1F: 3 clusters Score -307655.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -307776.031250 Penalty: 2624.362305
	Iteration 2F: 3 clusters Score -307776 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -307848.812500 Penalty: 2624.362305
	Iteration 3Q: 3 clusters Score -307848.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -307888.250000 Penalty: 2624.362305
	Iteration 4Q: 3 clusters Score -307888.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -307923.906250 Penalty: 2624.362305
	Iteration 5Q: 3 clusters Score -307923.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -307958.937500 Penalty: 2624.362305
	Iteration 6Q: 3 clusters Score -307958.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307996.375000 Penalty: 2624.362305
	Iteration 7Q: 3 clusters Score -307996.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -308034.156250 Penalty: 2624.362305
	Iteration 8Q: 3 clusters Score -308034.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -308073.093750 Penalty: 2624.362305
	Iteration 9Q: 3 clusters Score -308073.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -308116.375000 Penalty: 2624.362305
	Iteration 10Q: 3 clusters Score -308116.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -308175.093750 Penalty: 2624.362305
	Iteration 11Q: 3 clusters Score -308175.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -308229.562500 Penalty: 2624.362305
	Iteration 12Q: 3 clusters Score -308229.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -308285.968750 Penalty: 2624.362305
	Iteration 13Q: 3 clusters Score -308286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -308342.843750 Penalty: 2624.362305
	Iteration 14Q: 3 clusters Score -308342.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -308405.062500 Penalty: 2624.362305
	Iteration 15Q: 3 clusters Score -308405.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -308469.718750 Penalty: 2624.362305
	Iteration 16Q: 3 clusters Score -308469.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -308524.125000 Penalty: 2624.362305
	Iteration 17Q: 3 clusters Score -308524.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -308579.406250 Penalty: 2624.362305
	Iteration 18Q: 3 clusters Score -308579.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -308625.468750 Penalty: 2624.362305
	Iteration 19Q: 3 clusters Score -308625.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -308669.312500 Penalty: 2624.362305
	Iteration 20F: 3 clusters Score -308669.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -308702.093750 Penalty: 2624.362305
	Iteration 21Q: 3 clusters Score -308702.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -308728.062500 Penalty: 2624.362305
	Iteration 22Q: 3 clusters Score -308728.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -308751.000000 Penalty: 2624.362305
	Iteration 23Q: 3 clusters Score -308751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -308775.031250 Penalty: 2624.362305
	Iteration 24Q: 3 clusters Score -308775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -308800.218750 Penalty: 2624.362305
	Iteration 25Q: 3 clusters Score -308800.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -308812.187500 Penalty: 2624.362305
	Iteration 26Q: 3 clusters Score -308812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -308821.093750 Penalty: 2624.362305
	Iteration 27Q: 3 clusters Score -308821.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -308831.062500 Penalty: 2624.362305
	Iteration 28Q: 3 clusters Score -308831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -308835.531250 Penalty: 2624.362305
	Iteration 29Q: 3 clusters Score -308835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -308839.968750 Penalty: 2624.362305
	Iteration 30Q: 3 clusters Score -308840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -308844.156250 Penalty: 2624.362305
	Iteration 31Q: 3 clusters Score -308844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -308848.156250 Penalty: 2624.362305
	Iteration 32Q: 3 clusters Score -308848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -308852.531250 Penalty: 2624.362305
	Iteration 33Q: 3 clusters Score -308852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -308854.250000 Penalty: 2624.362305
	Iteration 34Q: 3 clusters Score -308854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -308855.625000 Penalty: 2624.362305
	Iteration 35Q: 3 clusters Score -308855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -308856.687500 Penalty: 2624.362305
	Iteration 36Q: 3 clusters Score -308856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -308856.687500 Penalty: 2624.362305
	Iteration 37F: 3 clusters Score -308856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Entering Unmasked Estep 
Score: -1128468.125000 Penalty: 1515.689941
	Iteration 0F: 2 clusters Score -1128468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1120496.375000 Penalty: 3031.379883
	Iteration 0F: 3 clusters Score -1120496 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1123102.500000 Penalty: 3031.379883
	Iteration 1F: 3 clusters Score -1123102 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1123345.625000 Penalty: 3031.379883
	Iteration 2F: 3 clusters Score -1123346 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1123527.500000 Penalty: 3031.379883
	Iteration 3Q: 3 clusters Score -1123528 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1123669.875000 Penalty: 3031.379883
	Iteration 4Q: 3 clusters Score -1123670 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1123783.625000 Penalty: 3031.379883
	Iteration 5Q: 3 clusters Score -1123784 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1123878.625000 Penalty: 3031.379883
	Iteration 6Q: 3 clusters Score -1123879 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1123956.375000 Penalty: 3031.379883
	Iteration 7Q: 3 clusters Score -1123956 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1124040.875000 Penalty: 3031.379883
	Iteration 8Q: 3 clusters Score -1124041 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1124148.875000 Penalty: 3031.379883
	Iteration 9Q: 3 clusters Score -1124149 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1124285.625000 Penalty: 3031.379883
	Iteration 10Q: 3 clusters Score -1124286 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1124403.125000 Penalty: 3031.379883
	Iteration 11Q: 3 clusters Score -1124403 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1124498.125000 Penalty: 3031.379883
	Iteration 12Q: 3 clusters Score -1124498 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1124600.250000 Penalty: 3031.379883
	Iteration 13Q: 3 clusters Score -1124600 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1124682.875000 Penalty: 3031.379883
	Iteration 14Q: 3 clusters Score -1124683 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1124764.750000 Penalty: 3031.379883
	Iteration 15Q: 3 clusters Score -1124765 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1124846.375000 Penalty: 3031.379883
	Iteration 16Q: 3 clusters Score -1124846 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1124929.125000 Penalty: 3031.379883
	Iteration 17Q: 3 clusters Score -1124929 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1125010.000000 Penalty: 3031.379883
	Iteration 18Q: 3 clusters Score -1125010 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1125103.000000 Penalty: 3031.379883
	Iteration 19Q: 3 clusters Score -1125103 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1125197.875000 Penalty: 3031.379883
	Iteration 20F: 3 clusters Score -1125198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1125296.750000 Penalty: 3031.379883
	Iteration 21Q: 3 clusters Score -1125297 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1125389.500000 Penalty: 3031.379883
	Iteration 22Q: 3 clusters Score -1125390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1125477.750000 Penalty: 3031.379883
	Iteration 23Q: 3 clusters Score -1125478 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1125574.500000 Penalty: 3031.379883
	Iteration 24Q: 3 clusters Score -1125574 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1125676.375000 Penalty: 3031.379883
	Iteration 25Q: 3 clusters Score -1125676 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1125799.500000 Penalty: 3031.379883
	Iteration 26Q: 3 clusters Score -1125800 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1125945.500000 Penalty: 3031.379883
	Iteration 27Q: 3 clusters Score -1125946 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1126142.625000 Penalty: 3031.379883
	Iteration 28Q: 3 clusters Score -1126143 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1126337.500000 Penalty: 3031.379883
	Iteration 29Q: 3 clusters Score -1126338 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1126515.375000 Penalty: 3031.379883
	Iteration 30Q: 3 clusters Score -1126515 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1126679.875000 Penalty: 3031.379883
	Iteration 31Q: 3 clusters Score -1126680 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1126807.625000 Penalty: 3031.379883
	Iteration 32Q: 3 clusters Score -1126808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1126904.875000 Penalty: 3031.379883
	Iteration 33Q: 3 clusters Score -1126905 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1126984.750000 Penalty: 3031.379883
	Iteration 34Q: 3 clusters Score -1126985 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1127026.375000 Penalty: 3031.379883
	Iteration 35Q: 3 clusters Score -1127026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1127067.500000 Penalty: 3031.379883
	Iteration 36Q: 3 clusters Score -1127068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1127095.375000 Penalty: 3031.379883
	Iteration 37Q: 3 clusters Score -1127095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1127118.500000 Penalty: 3031.379883
	Iteration 38Q: 3 clusters Score -1127118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1127142.125000 Penalty: 3031.379883
	Iteration 39Q: 3 clusters Score -1127142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1127163.875000 Penalty: 3031.379883
	Iteration 40F: 3 clusters Score -1127164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1127175.750000 Penalty: 3031.379883
	Iteration 41Q: 3 clusters Score -1127176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1127186.125000 Penalty: 3031.379883
	Iteration 42Q: 3 clusters Score -1127186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1127196.750000 Penalty: 3031.379883
	Iteration 43Q: 3 clusters Score -1127197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1127206.250000 Penalty: 3031.379883
	Iteration 44Q: 3 clusters Score -1127206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1127215.500000 Penalty: 3031.379883
	Iteration 45Q: 3 clusters Score -1127216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1127218.250000 Penalty: 3031.379883
	Iteration 46Q: 3 clusters Score -1127218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1127220.375000 Penalty: 3031.379883
	Iteration 47Q: 3 clusters Score -1127220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1127221.250000 Penalty: 3031.379883
	Iteration 48Q: 3 clusters Score -1127221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1127222.625000 Penalty: 3031.379883
	Iteration 49Q: 3 clusters Score -1127223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1127222.625000 Penalty: 3031.379883
	Iteration 50F: 3 clusters Score -1127223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -315234.875000 Penalty: 1316.078857
	Iteration 0F: 2 clusters Score -315234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -312320.343750 Penalty: 2632.157715
	Iteration 0F: 3 clusters Score -312320.3 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -312970.718750 Penalty: 2632.157715
	Iteration 1F: 3 clusters Score -312970.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -313092.968750 Penalty: 2632.157715
	Iteration 2F: 3 clusters Score -313093 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -313172.062500 Penalty: 2632.157715
	Iteration 3Q: 3 clusters Score -313172.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -313231.437500 Penalty: 2632.157715
	Iteration 4Q: 3 clusters Score -313231.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -313298.062500 Penalty: 2632.157715
	Iteration 5Q: 3 clusters Score -313298.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -313368.218750 Penalty: 2632.157715
	Iteration 6Q: 3 clusters Score -313368.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -313422.812500 Penalty: 2632.157715
	Iteration 7Q: 3 clusters Score -313422.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -313484.312500 Penalty: 2632.157715
	Iteration 8Q: 3 clusters Score -313484.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -313571.906250 Penalty: 2632.157715
	Iteration 9Q: 3 clusters Score -313571.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -313672.406250 Penalty: 2632.157715
	Iteration 10Q: 3 clusters Score -313672.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -313784.687500 Penalty: 2632.157715
	Iteration 11Q: 3 clusters Score -313784.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -313886.406250 Penalty: 2632.157715
	Iteration 12Q: 3 clusters Score -313886.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -313968.750000 Penalty: 2632.157715
	Iteration 13Q: 3 clusters Score -313968.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -314039.812500 Penalty: 2632.157715
	Iteration 14Q: 3 clusters Score -314039.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -314101.125000 Penalty: 2632.157715
	Iteration 15Q: 3 clusters Score -314101.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -314150.812500 Penalty: 2632.157715
	Iteration 16Q: 3 clusters Score -314150.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -314182.406250 Penalty: 2632.157715
	Iteration 17Q: 3 clusters Score -314182.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -314204.218750 Penalty: 2632.157715
	Iteration 18Q: 3 clusters Score -314204.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -314217.312500 Penalty: 2632.157715
	Iteration 19Q: 3 clusters Score -314217.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -314224.781250 Penalty: 2632.157715
	Iteration 20F: 3 clusters Score -314224.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -314231.281250 Penalty: 2632.157715
	Iteration 21Q: 3 clusters Score -314231.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -314235.312500 Penalty: 2632.157715
	Iteration 22Q: 3 clusters Score -314235.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -314236.968750 Penalty: 2632.157715
	Iteration 23Q: 3 clusters Score -314237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -314237.968750 Penalty: 2632.157715
	Iteration 24Q: 3 clusters Score -314238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -314239.125000 Penalty: 2632.157715
	Iteration 25Q: 3 clusters Score -314239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -314239.625000 Penalty: 2632.157715
	Iteration 26Q: 3 clusters Score -314239.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -314239.625000 Penalty: 2632.157715
	Iteration 27F: 3 clusters Score -314239.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Entering Unmasked Estep 
Score: -1809984.375000 Penalty: 1594.597290
	Iteration 0F: 2 clusters Score -1809984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1797402.625000 Penalty: 3189.194580
	Iteration 0F: 3 clusters Score -1797403 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1802019.250000 Penalty: 3189.194580
	Iteration 1F: 3 clusters Score -1802019 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1802404.875000 Penalty: 3189.194580
	Iteration 2F: 3 clusters Score -1802405 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1802799.750000 Penalty: 3189.194580
	Iteration 3F: 3 clusters Score -1802800 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1803303.625000 Penalty: 3189.194580
	Iteration 4F: 3 clusters Score -1803304 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1803976.875000 Penalty: 3189.194580
	Iteration 5F: 3 clusters Score -1803977 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1804898.000000 Penalty: 3189.194580
	Iteration 6F: 3 clusters Score -1804898 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1806039.625000 Penalty: 3189.194580
	Iteration 7F: 3 clusters Score -1806040 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1807143.250000 Penalty: 3189.194580
	Iteration 8F: 3 clusters Score -1807143 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1807866.625000 Penalty: 3189.194580
	Iteration 9Q: 3 clusters Score -1807867 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1808199.750000 Penalty: 3189.194580
	Iteration 10Q: 3 clusters Score -1808200 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1808354.625000 Penalty: 3189.194580
	Iteration 11Q: 3 clusters Score -1808355 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1808465.000000 Penalty: 3189.194580
	Iteration 12Q: 3 clusters Score -1808465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1808546.625000 Penalty: 3189.194580
	Iteration 13Q: 3 clusters Score -1808547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1808597.500000 Penalty: 3189.194580
	Iteration 14Q: 3 clusters Score -1808598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1808640.750000 Penalty: 3189.194580
	Iteration 15Q: 3 clusters Score -1808641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1808666.875000 Penalty: 3189.194580
	Iteration 16Q: 3 clusters Score -1808667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1808686.625000 Penalty: 3189.194580
	Iteration 17Q: 3 clusters Score -1808687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1808694.375000 Penalty: 3189.194580
	Iteration 18Q: 3 clusters Score -1808694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1808706.125000 Penalty: 3189.194580
	Iteration 19Q: 3 clusters Score -1808706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1808721.000000 Penalty: 3189.194580
	Iteration 20F: 3 clusters Score -1808721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1808732.875000 Penalty: 3189.194580
	Iteration 21Q: 3 clusters Score -1808733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1808739.500000 Penalty: 3189.194580
	Iteration 22Q: 3 clusters Score -1808740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1808746.000000 Penalty: 3189.194580
	Iteration 23Q: 3 clusters Score -1808746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1808755.500000 Penalty: 3189.194580
	Iteration 24Q: 3 clusters Score -1808756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1808761.500000 Penalty: 3189.194580
	Iteration 25Q: 3 clusters Score -1808762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1808764.625000 Penalty: 3189.194580
	Iteration 26Q: 3 clusters Score -1808765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1808766.625000 Penalty: 3189.194580
	Iteration 27Q: 3 clusters Score -1808767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1808768.875000 Penalty: 3189.194580
	Iteration 28Q: 3 clusters Score -1808769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1808770.250000 Penalty: 3189.194580
	Iteration 29Q: 3 clusters Score -1808770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1808770.625000 Penalty: 3189.194580
	Iteration 30Q: 3 clusters Score -1808771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1808771.875000 Penalty: 3189.194580
	Iteration 31Q: 3 clusters Score -1808772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1808771.875000 Penalty: 3189.194580
	Iteration 32F: 3 clusters Score -1808772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105744 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10071 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61492 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413724.000000 Penalty: 55808.535156
Iteration 199Q: 27 clusters Score -5.241372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105742 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61491 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413732.000000 Penalty: 55808.535156
Iteration 200F: 27 clusters Score -5.241373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 105740 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61491 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413724.000000 Penalty: 55808.535156
Iteration 201Q: 27 clusters Score -5.241372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 105739 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3331 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 13009 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61491 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413728.000000 Penalty: 55808.535156
Iteration 202Q: 27 clusters Score -5.241373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 105738 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13008 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61491 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413740.000000 Penalty: 55808.535156
Iteration 203Q: 27 clusters Score -5.241374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 105738 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13007 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61490 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413728.000000 Penalty: 55808.535156
Iteration 204Q: 27 clusters Score -5.241373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 105738 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3323 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13006 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61490 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413720.000000 Penalty: 55808.535156
Iteration 205Q: 27 clusters Score -5.241372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 105739 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 5981 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13006 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61490 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413712.000000 Penalty: 55808.535156
Iteration 206Q: 27 clusters Score -5.241371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 105737 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 6 contains 5985 members 
Mstep: Class 7 contains 21197 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13004 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10072 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61490 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4303 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413684.000000 Penalty: 55808.535156
Iteration 207Q: 27 clusters Score -5.241368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 105735 members 
Mstep: Class 3 contains 25931 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3315 members 
Mstep: Class 6 contains 5991 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13002 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61489 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413744.000000 Penalty: 55808.535156
Iteration 208Q: 27 clusters Score -5.241374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 105733 members 
Mstep: Class 3 contains 25932 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 5994 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126711 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 13000 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 61489 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413756.000000 Penalty: 55808.535156
Iteration 209Q: 27 clusters Score -5.241376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 105731 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 21200 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 12998 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413756.000000 Penalty: 55808.535156
Iteration 210Q: 27 clusters Score -5.241376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 105728 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 5999 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15635 members 
Mstep: Class 13 contains 12998 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10078 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413784.000000 Penalty: 55808.535156
Iteration 211Q: 27 clusters Score -5.241378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 6002 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15634 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413788.000000 Penalty: 55808.535156
Iteration 212Q: 27 clusters Score -5.241379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 105726 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 6007 members 
Mstep: Class 7 contains 21210 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413780.000000 Penalty: 55808.535156
Iteration 213Q: 27 clusters Score -5.241378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 105729 members 
Mstep: Class 3 contains 25934 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10081 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413768.000000 Penalty: 55808.535156
Iteration 214Q: 27 clusters Score -5.241377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 105728 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 6011 members 
Mstep: Class 7 contains 21215 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12999 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413756.000000 Penalty: 55808.535156
Iteration 215Q: 27 clusters Score -5.241376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 21215 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126709 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12997 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413728.000000 Penalty: 55808.535156
Iteration 216Q: 27 clusters Score -5.241373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13916 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 21216 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126710 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12994 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413724.000000 Penalty: 55808.535156
Iteration 217Q: 27 clusters Score -5.241372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 21216 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413708.000000 Penalty: 55808.535156
Iteration 218Q: 27 clusters Score -5.241371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 21216 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413708.000000 Penalty: 55808.535156
Iteration 219F: 27 clusters Score -5.241371e+07 nChanged 0
Entering ConstructFrom: 
Score: -52413708.000000 Penalty: 55808.535156
Entering ConstructFrom: 
Trying to split cluster 1 (43552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Entering Unmasked Estep 
Score: -4337326.000000 Penalty: 1735.778076
	Iteration 0F: 2 clusters Score -4337326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4308127.000000 Penalty: 3471.556152
	Iteration 0F: 3 clusters Score -4308127 nChanged 20403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4319679.500000 Penalty: 3471.556152
	Iteration 1F: 3 clusters Score -4319680 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4320348.000000 Penalty: 3471.556152
	Iteration 2Q: 3 clusters Score -4320348 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4321190.500000 Penalty: 3471.556152
	Iteration 3Q: 3 clusters Score -4321190 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4322276.500000 Penalty: 3471.556152
	Iteration 4F: 3 clusters Score -4322276 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4323500.000000 Penalty: 3471.556152
	Iteration 5F: 3 clusters Score -4323500 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4324806.000000 Penalty: 3471.556152
	Iteration 6F: 3 clusters Score -4324806 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4326068.000000 Penalty: 3471.556152
	Iteration 7F: 3 clusters Score -4326068 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4327145.500000 Penalty: 3471.556152
	Iteration 8F: 3 clusters Score -4327146 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4328027.500000 Penalty: 3471.556152
	Iteration 9Q: 3 clusters Score -4328028 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -4328764.500000 Penalty: 3471.556152
	Iteration 10Q: 3 clusters Score -4328764 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4329386.500000 Penalty: 3471.556152
	Iteration 11Q: 3 clusters Score -4329386 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4329959.500000 Penalty: 3471.556152
	Iteration 12Q: 3 clusters Score -4329960 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -4330311.000000 Penalty: 3471.556152
	Iteration 13Q: 3 clusters Score -4330311 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4330551.000000 Penalty: 3471.556152
	Iteration 14Q: 3 clusters Score -4330551 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4330639.000000 Penalty: 3471.556152
	Iteration 15Q: 3 clusters Score -4330639 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -4330682.500000 Penalty: 3471.556152
	Iteration 16Q: 3 clusters Score -4330682 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4330732.500000 Penalty: 3471.556152
	Iteration 17Q: 3 clusters Score -4330732 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4330801.000000 Penalty: 3471.556152
	Iteration 18Q: 3 clusters Score -4330801 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -4330823.500000 Penalty: 3471.556152
	Iteration 19Q: 3 clusters Score -4330824 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4330842.500000 Penalty: 3471.556152
	Iteration 20F: 3 clusters Score -4330842 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4330875.500000 Penalty: 3471.556152
	Iteration 21Q: 3 clusters Score -4330876 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4330913.500000 Penalty: 3471.556152
	Iteration 22Q: 3 clusters Score -4330914 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4330957.500000 Penalty: 3471.556152
	Iteration 23Q: 3 clusters Score -4330958 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4331018.000000 Penalty: 3471.556152
	Iteration 24Q: 3 clusters Score -4331018 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4331078.500000 Penalty: 3471.556152
	Iteration 25Q: 3 clusters Score -4331078 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4331122.000000 Penalty: 3471.556152
	Iteration 26Q: 3 clusters Score -4331122 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4331185.000000 Penalty: 3471.556152
	Iteration 27Q: 3 clusters Score -4331185 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4331236.000000 Penalty: 3471.556152
	Iteration 28Q: 3 clusters Score -4331236 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -4331347.500000 Penalty: 3471.556152
	Iteration 29Q: 3 clusters Score -4331348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4331436.500000 Penalty: 3471.556152
	Iteration 30Q: 3 clusters Score -4331436 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4331549.000000 Penalty: 3471.556152
	Iteration 31Q: 3 clusters Score -4331549 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4331702.000000 Penalty: 3471.556152
	Iteration 32Q: 3 clusters Score -4331702 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4331862.500000 Penalty: 3471.556152
	Iteration 33Q: 3 clusters Score -4331862 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4332019.500000 Penalty: 3471.556152
	Iteration 34Q: 3 clusters Score -4332020 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4332166.000000 Penalty: 3471.556152
	Iteration 35Q: 3 clusters Score -4332166 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4332300.500000 Penalty: 3471.556152
	Iteration 36Q: 3 clusters Score -4332300 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4332431.500000 Penalty: 3471.556152
	Iteration 37Q: 3 clusters Score -4332432 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4332532.000000 Penalty: 3471.556152
	Iteration 38Q: 3 clusters Score -4332532 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4332644.500000 Penalty: 3471.556152
	Iteration 39Q: 3 clusters Score -4332644 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4332741.500000 Penalty: 3471.556152
	Iteration 40F: 3 clusters Score -4332742 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4332864.500000 Penalty: 3471.556152
	Iteration 41Q: 3 clusters Score -4332864 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4332977.000000 Penalty: 3471.556152
	Iteration 42Q: 3 clusters Score -4332977 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4333137.000000 Penalty: 3471.556152
	Iteration 43Q: 3 clusters Score -4333137 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4333230.500000 Penalty: 3471.556152
	Iteration 44Q: 3 clusters Score -4333230 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4333380.500000 Penalty: 3471.556152
	Iteration 45Q: 3 clusters Score -4333380 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -4333533.500000 Penalty: 3471.556152
	Iteration 46Q: 3 clusters Score -4333534 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -4333692.500000 Penalty: 3471.556152
	Iteration 47Q: 3 clusters Score -4333692 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -4333857.500000 Penalty: 3471.556152
	Iteration 48Q: 3 clusters Score -4333858 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -4334008.000000 Penalty: 3471.556152
	Iteration 49Q: 3 clusters Score -4334008 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -4334147.500000 Penalty: 3471.556152
	Iteration 50Q: 3 clusters Score -4334148 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -4334292.000000 Penalty: 3471.556152
	Iteration 51Q: 3 clusters Score -4334292 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -4334422.000000 Penalty: 3471.556152
	Iteration 52Q: 3 clusters Score -4334422 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -4334565.500000 Penalty: 3471.556152
	Iteration 53Q: 3 clusters Score -4334566 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -4334704.500000 Penalty: 3471.556152
	Iteration 54Q: 3 clusters Score -4334704 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -4334843.500000 Penalty: 3471.556152
	Iteration 55Q: 3 clusters Score -4334844 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -4334989.000000 Penalty: 3471.556152
	Iteration 56Q: 3 clusters Score -4334989 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -4335096.500000 Penalty: 3471.556152
	Iteration 57Q: 3 clusters Score -4335096 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -4335190.000000 Penalty: 3471.556152
	Iteration 58Q: 3 clusters Score -4335190 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4335282.500000 Penalty: 3471.556152
	Iteration 59Q: 3 clusters Score -4335282 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -4335367.000000 Penalty: 3471.556152
	Iteration 60F: 3 clusters Score -4335367 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4335424.000000 Penalty: 3471.556152
	Iteration 61Q: 3 clusters Score -4335424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -4335468.500000 Penalty: 3471.556152
	Iteration 62Q: 3 clusters Score -4335468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -4335507.500000 Penalty: 3471.556152
	Iteration 63Q: 3 clusters Score -4335508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -4335544.000000 Penalty: 3471.556152
	Iteration 64Q: 3 clusters Score -4335544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -4335565.000000 Penalty: 3471.556152
	Iteration 65Q: 3 clusters Score -4335565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -4335598.500000 Penalty: 3471.556152
	Iteration 66Q: 3 clusters Score -4335598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -4335610.500000 Penalty: 3471.556152
	Iteration 67Q: 3 clusters Score -4335610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -4335629.000000 Penalty: 3471.556152
	Iteration 68Q: 3 clusters Score -4335629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4335646.000000 Penalty: 3471.556152
	Iteration 69Q: 3 clusters Score -4335646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -4335667.500000 Penalty: 3471.556152
	Iteration 70Q: 3 clusters Score -4335668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -4335686.500000 Penalty: 3471.556152
	Iteration 71Q: 3 clusters Score -4335686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -4335696.500000 Penalty: 3471.556152
	Iteration 72Q: 3 clusters Score -4335696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -4335715.500000 Penalty: 3471.556152
	Iteration 73Q: 3 clusters Score -4335716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -4335728.000000 Penalty: 3471.556152
	Iteration 74Q: 3 clusters Score -4335728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -4335735.000000 Penalty: 3471.556152
	Iteration 75Q: 3 clusters Score -4335735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -4335742.500000 Penalty: 3471.556152
	Iteration 76Q: 3 clusters Score -4335742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -4335747.500000 Penalty: 3471.556152
	Iteration 77Q: 3 clusters Score -4335748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -4335755.500000 Penalty: 3471.556152
	Iteration 78Q: 3 clusters Score -4335756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -4335759.000000 Penalty: 3471.556152
	Iteration 79Q: 3 clusters Score -4335759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -4335762.000000 Penalty: 3471.556152
	Iteration 80F: 3 clusters Score -4335762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -4335770.500000 Penalty: 3471.556152
	Iteration 81Q: 3 clusters Score -4335770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -4335769.500000 Penalty: 3471.556152
	Iteration 82Q: 3 clusters Score -4335770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -4335776.000000 Penalty: 3471.556152
	Iteration 83Q: 3 clusters Score -4335776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -4335776.500000 Penalty: 3471.556152
	Iteration 84Q: 3 clusters Score -4335776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -4335781.500000 Penalty: 3471.556152
	Iteration 85Q: 3 clusters Score -4335782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -4335787.500000 Penalty: 3471.556152
	Iteration 86Q: 3 clusters Score -4335788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -4335792.000000 Penalty: 3471.556152
	Iteration 87Q: 3 clusters Score -4335792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -4335797.000000 Penalty: 3471.556152
	Iteration 88Q: 3 clusters Score -4335797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -4335799.000000 Penalty: 3471.556152
	Iteration 89Q: 3 clusters Score -4335799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -4335801.000000 Penalty: 3471.556152
	Iteration 90Q: 3 clusters Score -4335801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -4335797.500000 Penalty: 3471.556152
	Iteration 91Q: 3 clusters Score -4335798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -4335799.000000 Penalty: 3471.556152
	Iteration 92Q: 3 clusters Score -4335799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -4335803.000000 Penalty: 3471.556152
	Iteration 93Q: 3 clusters Score -4335803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -4335809.000000 Penalty: 3471.556152
	Iteration 94Q: 3 clusters Score -4335809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -4335810.000000 Penalty: 3471.556152
	Iteration 95Q: 3 clusters Score -4335810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -4335817.500000 Penalty: 3471.556152
	Iteration 96Q: 3 clusters Score -4335818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -4335821.500000 Penalty: 3471.556152
	Iteration 97Q: 3 clusters Score -4335822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -4335825.500000 Penalty: 3471.556152
	Iteration 98Q: 3 clusters Score -4335826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -4335827.000000 Penalty: 3471.556152
	Iteration 99Q: 3 clusters Score -4335827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -4335823.500000 Penalty: 3471.556152
	Iteration 100F: 3 clusters Score -4335824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -4335826.000000 Penalty: 3471.556152
	Iteration 101Q: 3 clusters Score -4335826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -4335825.000000 Penalty: 3471.556152
	Iteration 102Q: 3 clusters Score -4335825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -4335827.000000 Penalty: 3471.556152
	Iteration 103Q: 3 clusters Score -4335827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -4335830.500000 Penalty: 3471.556152
	Iteration 104Q: 3 clusters Score -4335830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -4335833.000000 Penalty: 3471.556152
	Iteration 105Q: 3 clusters Score -4335833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -4335832.500000 Penalty: 3471.556152
	Iteration 106Q: 3 clusters Score -4335832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -4335834.000000 Penalty: 3471.556152
	Iteration 107Q: 3 clusters Score -4335834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -4335837.500000 Penalty: 3471.556152
	Iteration 108Q: 3 clusters Score -4335838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -4335832.000000 Penalty: 3471.556152
	Iteration 109Q: 3 clusters Score -4335832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -4335841.000000 Penalty: 3471.556152
	Iteration 110Q: 3 clusters Score -4335841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -4335847.000000 Penalty: 3471.556152
	Iteration 111Q: 3 clusters Score -4335847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4335851.500000 Penalty: 3471.556152
	Iteration 112Q: 3 clusters Score -4335852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -4335855.000000 Penalty: 3471.556152
	Iteration 113Q: 3 clusters Score -4335855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -4335856.000000 Penalty: 3471.556152
	Iteration 114Q: 3 clusters Score -4335856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -4335859.500000 Penalty: 3471.556152
	Iteration 115Q: 3 clusters Score -4335860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -4335861.000000 Penalty: 3471.556152
	Iteration 116Q: 3 clusters Score -4335861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -4335857.000000 Penalty: 3471.556152
	Iteration 117Q: 3 clusters Score -4335857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -4335860.000000 Penalty: 3471.556152
	Iteration 118Q: 3 clusters Score -4335860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -4335861.000000 Penalty: 3471.556152
	Iteration 119Q: 3 clusters Score -4335861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -4335867.500000 Penalty: 3471.556152
	Iteration 120F: 3 clusters Score -4335868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -4335868.500000 Penalty: 3471.556152
	Iteration 121Q: 3 clusters Score -4335868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4335875.500000 Penalty: 3471.556152
	Iteration 122Q: 3 clusters Score -4335876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -4335878.000000 Penalty: 3471.556152
	Iteration 123Q: 3 clusters Score -4335878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -4335886.500000 Penalty: 3471.556152
	Iteration 124Q: 3 clusters Score -4335886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -4335884.500000 Penalty: 3471.556152
	Iteration 125Q: 3 clusters Score -4335884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -4335887.500000 Penalty: 3471.556152
	Iteration 126Q: 3 clusters Score -4335888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -4335895.500000 Penalty: 3471.556152
	Iteration 127Q: 3 clusters Score -4335896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -4335898.000000 Penalty: 3471.556152
	Iteration 128Q: 3 clusters Score -4335898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -4335896.500000 Penalty: 3471.556152
	Iteration 129Q: 3 clusters Score -4335896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4335905.000000 Penalty: 3471.556152
	Iteration 130Q: 3 clusters Score -4335905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -4335907.500000 Penalty: 3471.556152
	Iteration 131Q: 3 clusters Score -4335908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -4335905.500000 Penalty: 3471.556152
	Iteration 132Q: 3 clusters Score -4335906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -4335905.500000 Penalty: 3471.556152
	Iteration 133F: 3 clusters Score -4335906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (105727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105727 members 
Entering Unmasked Estep 
Score: -10485675.000000 Penalty: 1879.900146
	Iteration 0F: 2 clusters Score -1.048568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -10415500.000000 Penalty: 3759.800293
	Iteration 0F: 3 clusters Score -1.04155e+07 nChanged 50470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -10445293.000000 Penalty: 3759.800293
	Iteration 1F: 3 clusters Score -1.044529e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -10446671.000000 Penalty: 3759.800293
	Iteration 2Q: 3 clusters Score -1.044667e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -10449377.000000 Penalty: 3759.800293
	Iteration 3F: 3 clusters Score -1.044938e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -10454161.000000 Penalty: 3759.800293
	Iteration 4F: 3 clusters Score -1.045416e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -10461655.000000 Penalty: 3759.800293
	Iteration 5F: 3 clusters Score -1.046166e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -10470158.000000 Penalty: 3759.800293
	Iteration 6F: 3 clusters Score -1.047016e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -10477139.000000 Penalty: 3759.800293
	Iteration 7F: 3 clusters Score -1.047714e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -10481310.000000 Penalty: 3759.800293
	Iteration 8Q: 3 clusters Score -1.048131e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10483177.000000 Penalty: 3759.800293
	Iteration 9Q: 3 clusters Score -1.048318e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104889 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10483879.000000 Penalty: 3759.800293
	Iteration 10Q: 3 clusters Score -1.048388e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10484142.000000 Penalty: 3759.800293
	Iteration 11Q: 3 clusters Score -1.048414e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10484260.000000 Penalty: 3759.800293
	Iteration 12Q: 3 clusters Score -1.048426e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10484322.000000 Penalty: 3759.800293
	Iteration 13Q: 3 clusters Score -1.048432e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10484380.000000 Penalty: 3759.800293
	Iteration 14Q: 3 clusters Score -1.048438e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10484410.000000 Penalty: 3759.800293
	Iteration 15Q: 3 clusters Score -1.048441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105364 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10484433.000000 Penalty: 3759.800293
	Iteration 16Q: 3 clusters Score -1.048443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105368 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10484442.000000 Penalty: 3759.800293
	Iteration 17Q: 3 clusters Score -1.048444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105372 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10484440.000000 Penalty: 3759.800293
	Iteration 18Q: 3 clusters Score -1.048444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10484445.000000 Penalty: 3759.800293
	Iteration 19Q: 3 clusters Score -1.048444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10484445.000000 Penalty: 3759.800293
	Iteration 20F: 3 clusters Score -1.048444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10484441.000000 Penalty: 3759.800293
	Iteration 21Q: 3 clusters Score -1.048444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10484441.000000 Penalty: 3759.800293
	Iteration 22F: 3 clusters Score -1.048444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Entering Unmasked Estep 
Score: -2538106.250000 Penalty: 1651.531738
	Iteration 0F: 2 clusters Score -2538106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2520523.750000 Penalty: 3303.063477
	Iteration 0F: 3 clusters Score -2520524 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2527536.250000 Penalty: 3303.063477
	Iteration 1F: 3 clusters Score -2527536 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2528190.250000 Penalty: 3303.063477
	Iteration 2F: 3 clusters Score -2528190 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2528890.000000 Penalty: 3303.063477
	Iteration 3F: 3 clusters Score -2528890 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2529799.250000 Penalty: 3303.063477
	Iteration 4F: 3 clusters Score -2529799 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2530929.500000 Penalty: 3303.063477
	Iteration 5F: 3 clusters Score -2530930 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2532160.750000 Penalty: 3303.063477
	Iteration 6F: 3 clusters Score -2532161 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2533374.500000 Penalty: 3303.063477
	Iteration 7F: 3 clusters Score -2533374 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2534341.000000 Penalty: 3303.063477
	Iteration 8Q: 3 clusters Score -2534341 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2535046.750000 Penalty: 3303.063477
	Iteration 9Q: 3 clusters Score -2535047 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2535505.750000 Penalty: 3303.063477
	Iteration 10Q: 3 clusters Score -2535506 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2535801.250000 Penalty: 3303.063477
	Iteration 11Q: 3 clusters Score -2535801 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2535999.000000 Penalty: 3303.063477
	Iteration 12Q: 3 clusters Score -2535999 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2536153.500000 Penalty: 3303.063477
	Iteration 13Q: 3 clusters Score -2536154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2536296.500000 Penalty: 3303.063477
	Iteration 14Q: 3 clusters Score -2536296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2536434.250000 Penalty: 3303.063477
	Iteration 15Q: 3 clusters Score -2536434 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2536550.750000 Penalty: 3303.063477
	Iteration 16Q: 3 clusters Score -2536551 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2536652.500000 Penalty: 3303.063477
	Iteration 17Q: 3 clusters Score -2536652 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2536729.500000 Penalty: 3303.063477
	Iteration 18Q: 3 clusters Score -2536730 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2536788.250000 Penalty: 3303.063477
	Iteration 19Q: 3 clusters Score -2536788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2536817.500000 Penalty: 3303.063477
	Iteration 20F: 3 clusters Score -2536818 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2536845.750000 Penalty: 3303.063477
	Iteration 21Q: 3 clusters Score -2536846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2536857.750000 Penalty: 3303.063477
	Iteration 22Q: 3 clusters Score -2536858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2536866.750000 Penalty: 3303.063477
	Iteration 23Q: 3 clusters Score -2536867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2536877.000000 Penalty: 3303.063477
	Iteration 24Q: 3 clusters Score -2536877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2536895.500000 Penalty: 3303.063477
	Iteration 25Q: 3 clusters Score -2536896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2536896.750000 Penalty: 3303.063477
	Iteration 26Q: 3 clusters Score -2536897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2536901.750000 Penalty: 3303.063477
	Iteration 27Q: 3 clusters Score -2536902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2536909.250000 Penalty: 3303.063477
	Iteration 28Q: 3 clusters Score -2536909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2536911.750000 Penalty: 3303.063477
	Iteration 29Q: 3 clusters Score -2536912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2536917.500000 Penalty: 3303.063477
	Iteration 30Q: 3 clusters Score -2536918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2536915.250000 Penalty: 3303.063477
	Iteration 31Q: 3 clusters Score -2536915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2536917.500000 Penalty: 3303.063477
	Iteration 32Q: 3 clusters Score -2536918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2536924.000000 Penalty: 3303.063477
	Iteration 33Q: 3 clusters Score -2536924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2536923.750000 Penalty: 3303.063477
	Iteration 34Q: 3 clusters Score -2536924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2536922.750000 Penalty: 3303.063477
	Iteration 35Q: 3 clusters Score -2536923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2536928.000000 Penalty: 3303.063477
	Iteration 36Q: 3 clusters Score -2536928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2536932.250000 Penalty: 3303.063477
	Iteration 37Q: 3 clusters Score -2536932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2536926.500000 Penalty: 3303.063477
	Iteration 38Q: 3 clusters Score -2536926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2536930.000000 Penalty: 3303.063477
	Iteration 39Q: 3 clusters Score -2536930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2536926.500000 Penalty: 3303.063477
	Iteration 40F: 3 clusters Score -2536926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2536927.500000 Penalty: 3303.063477
	Iteration 41Q: 3 clusters Score -2536928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2536926.250000 Penalty: 3303.063477
	Iteration 42Q: 3 clusters Score -2536926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2536926.500000 Penalty: 3303.063477
	Iteration 43Q: 3 clusters Score -2536926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2536929.250000 Penalty: 3303.063477
	Iteration 44Q: 3 clusters Score -2536929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2536929.250000 Penalty: 3303.063477
	Iteration 45F: 3 clusters Score -2536929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Entering Unmasked Estep 
Score: -1375756.000000 Penalty: 1550.367432
	Iteration 0F: 2 clusters Score -1375756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1366055.625000 Penalty: 3100.734863
	Iteration 0F: 3 clusters Score -1366056 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1369318.375000 Penalty: 3100.734863
	Iteration 1F: 3 clusters Score -1369318 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1369577.125000 Penalty: 3100.734863
	Iteration 2F: 3 clusters Score -1369577 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1369817.625000 Penalty: 3100.734863
	Iteration 3Q: 3 clusters Score -1369818 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1370061.625000 Penalty: 3100.734863
	Iteration 4Q: 3 clusters Score -1370062 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1370309.125000 Penalty: 3100.734863
	Iteration 5Q: 3 clusters Score -1370309 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1370576.875000 Penalty: 3100.734863
	Iteration 6Q: 3 clusters Score -1370577 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1370884.375000 Penalty: 3100.734863
	Iteration 7Q: 3 clusters Score -1370884 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1371214.750000 Penalty: 3100.734863
	Iteration 8Q: 3 clusters Score -1371215 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1371561.250000 Penalty: 3100.734863
	Iteration 9Q: 3 clusters Score -1371561 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1371897.500000 Penalty: 3100.734863
	Iteration 10Q: 3 clusters Score -1371898 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1372252.875000 Penalty: 3100.734863
	Iteration 11Q: 3 clusters Score -1372253 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1372566.625000 Penalty: 3100.734863
	Iteration 12Q: 3 clusters Score -1372567 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1372857.875000 Penalty: 3100.734863
	Iteration 13Q: 3 clusters Score -1372858 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1373115.375000 Penalty: 3100.734863
	Iteration 14Q: 3 clusters Score -1373115 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1373355.875000 Penalty: 3100.734863
	Iteration 15Q: 3 clusters Score -1373356 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1373533.875000 Penalty: 3100.734863
	Iteration 16Q: 3 clusters Score -1373534 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1373684.500000 Penalty: 3100.734863
	Iteration 17Q: 3 clusters Score -1373684 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1373823.625000 Penalty: 3100.734863
	Iteration 18Q: 3 clusters Score -1373824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1373949.875000 Penalty: 3100.734863
	Iteration 19Q: 3 clusters Score -1373950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1374045.000000 Penalty: 3100.734863
	Iteration 20F: 3 clusters Score -1374045 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1374124.375000 Penalty: 3100.734863
	Iteration 21Q: 3 clusters Score -1374124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1374175.625000 Penalty: 3100.734863
	Iteration 22Q: 3 clusters Score -1374176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1374211.750000 Penalty: 3100.734863
	Iteration 23Q: 3 clusters Score -1374212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1374239.000000 Penalty: 3100.734863
	Iteration 24Q: 3 clusters Score -1374239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1374262.375000 Penalty: 3100.734863
	Iteration 25Q: 3 clusters Score -1374262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1374288.875000 Penalty: 3100.734863
	Iteration 26Q: 3 clusters Score -1374289 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1374307.250000 Penalty: 3100.734863
	Iteration 27Q: 3 clusters Score -1374307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1374326.375000 Penalty: 3100.734863
	Iteration 28Q: 3 clusters Score -1374326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1374343.625000 Penalty: 3100.734863
	Iteration 29Q: 3 clusters Score -1374344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1374363.625000 Penalty: 3100.734863
	Iteration 30Q: 3 clusters Score -1374364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1374379.500000 Penalty: 3100.734863
	Iteration 31Q: 3 clusters Score -1374380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1374394.250000 Penalty: 3100.734863
	Iteration 32Q: 3 clusters Score -1374394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1374405.250000 Penalty: 3100.734863
	Iteration 33Q: 3 clusters Score -1374405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1374419.250000 Penalty: 3100.734863
	Iteration 34Q: 3 clusters Score -1374419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1374434.125000 Penalty: 3100.734863
	Iteration 35Q: 3 clusters Score -1374434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1374442.750000 Penalty: 3100.734863
	Iteration 36Q: 3 clusters Score -1374443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1374453.875000 Penalty: 3100.734863
	Iteration 37Q: 3 clusters Score -1374454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1374459.250000 Penalty: 3100.734863
	Iteration 38Q: 3 clusters Score -1374459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1374461.875000 Penalty: 3100.734863
	Iteration 39Q: 3 clusters Score -1374462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1374467.375000 Penalty: 3100.734863
	Iteration 40F: 3 clusters Score -1374467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1374470.750000 Penalty: 3100.734863
	Iteration 41Q: 3 clusters Score -1374471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1374479.250000 Penalty: 3100.734863
	Iteration 42Q: 3 clusters Score -1374479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1374482.250000 Penalty: 3100.734863
	Iteration 43Q: 3 clusters Score -1374482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1374485.375000 Penalty: 3100.734863
	Iteration 44Q: 3 clusters Score -1374485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1374487.500000 Penalty: 3100.734863
	Iteration 45Q: 3 clusters Score -1374488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1374489.750000 Penalty: 3100.734863
	Iteration 46Q: 3 clusters Score -1374490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1374492.750000 Penalty: 3100.734863
	Iteration 47Q: 3 clusters Score -1374493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1374496.375000 Penalty: 3100.734863
	Iteration 48Q: 3 clusters Score -1374496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1374498.250000 Penalty: 3100.734863
	Iteration 49Q: 3 clusters Score -1374498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1374499.375000 Penalty: 3100.734863
	Iteration 50Q: 3 clusters Score -1374499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1374500.625000 Penalty: 3100.734863
	Iteration 51Q: 3 clusters Score -1374501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1374502.500000 Penalty: 3100.734863
	Iteration 52Q: 3 clusters Score -1374502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1374504.375000 Penalty: 3100.734863
	Iteration 53Q: 3 clusters Score -1374504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1374506.000000 Penalty: 3100.734863
	Iteration 54Q: 3 clusters Score -1374506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1374507.250000 Penalty: 3100.734863
	Iteration 55Q: 3 clusters Score -1374507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1374510.125000 Penalty: 3100.734863
	Iteration 56Q: 3 clusters Score -1374510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1374512.000000 Penalty: 3100.734863
	Iteration 57Q: 3 clusters Score -1374512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1374513.250000 Penalty: 3100.734863
	Iteration 58Q: 3 clusters Score -1374513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1374515.000000 Penalty: 3100.734863
	Iteration 59Q: 3 clusters Score -1374515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1374515.000000 Penalty: 3100.734863
	Iteration 60F: 3 clusters Score -1374515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Entering Unmasked Estep 
Score: -313231.187500 Penalty: 1316.522705
	Iteration 0F: 2 clusters Score -313231.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -310263.000000 Penalty: 2633.045410
	Iteration 0F: 3 clusters Score -310263 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -310930.187500 Penalty: 2633.045410
	Iteration 1F: 3 clusters Score -310930.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -311117.687500 Penalty: 2633.045410
	Iteration 2F: 3 clusters Score -311117.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -311234.312500 Penalty: 2633.045410
	Iteration 3F: 3 clusters Score -311234.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -311323.156250 Penalty: 2633.045410
	Iteration 4Q: 3 clusters Score -311323.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -311393.375000 Penalty: 2633.045410
	Iteration 5Q: 3 clusters Score -311393.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -311457.218750 Penalty: 2633.045410
	Iteration 6Q: 3 clusters Score -311457.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -311507.468750 Penalty: 2633.045410
	Iteration 7Q: 3 clusters Score -311507.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -311565.343750 Penalty: 2633.045410
	Iteration 8Q: 3 clusters Score -311565.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -311609.625000 Penalty: 2633.045410
	Iteration 9Q: 3 clusters Score -311609.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -311655.812500 Penalty: 2633.045410
	Iteration 10Q: 3 clusters Score -311655.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -311692.593750 Penalty: 2633.045410
	Iteration 11Q: 3 clusters Score -311692.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -311718.093750 Penalty: 2633.045410
	Iteration 12Q: 3 clusters Score -311718.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -311754.250000 Penalty: 2633.045410
	Iteration 13Q: 3 clusters Score -311754.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -311799.062500 Penalty: 2633.045410
	Iteration 14Q: 3 clusters Score -311799.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -311836.937500 Penalty: 2633.045410
	Iteration 15Q: 3 clusters Score -311836.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -311879.625000 Penalty: 2633.045410
	Iteration 16Q: 3 clusters Score -311879.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -311913.187500 Penalty: 2633.045410
	Iteration 17Q: 3 clusters Score -311913.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -311938.125000 Penalty: 2633.045410
	Iteration 18Q: 3 clusters Score -311938.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -311955.406250 Penalty: 2633.045410
	Iteration 19Q: 3 clusters Score -311955.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -311972.562500 Penalty: 2633.045410
	Iteration 20F: 3 clusters Score -311972.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -311988.843750 Penalty: 2633.045410
	Iteration 21Q: 3 clusters Score -311988.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -312008.750000 Penalty: 2633.045410
	Iteration 22Q: 3 clusters Score -312008.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -312030.343750 Penalty: 2633.045410
	Iteration 23Q: 3 clusters Score -312030.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -312046.312500 Penalty: 2633.045410
	Iteration 24Q: 3 clusters Score -312046.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -312057.625000 Penalty: 2633.045410
	Iteration 25Q: 3 clusters Score -312057.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312063.437500 Penalty: 2633.045410
	Iteration 26Q: 3 clusters Score -312063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -312067.187500 Penalty: 2633.045410
	Iteration 27Q: 3 clusters Score -312067.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -312069.656250 Penalty: 2633.045410
	Iteration 28Q: 3 clusters Score -312069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -312070.468750 Penalty: 2633.045410
	Iteration 29Q: 3 clusters Score -312070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -312071.468750 Penalty: 2633.045410
	Iteration 30Q: 3 clusters Score -312071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -312073.750000 Penalty: 2633.045410
	Iteration 31Q: 3 clusters Score -312073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -312077.812500 Penalty: 2633.045410
	Iteration 32Q: 3 clusters Score -312077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -312082.687500 Penalty: 2633.045410
	Iteration 33Q: 3 clusters Score -312082.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -312087.125000 Penalty: 2633.045410
	Iteration 34Q: 3 clusters Score -312087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -312098.125000 Penalty: 2633.045410
	Iteration 35Q: 3 clusters Score -312098.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -312113.500000 Penalty: 2633.045410
	Iteration 36Q: 3 clusters Score -312113.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -312138.312500 Penalty: 2633.045410
	Iteration 37Q: 3 clusters Score -312138.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -312158.125000 Penalty: 2633.045410
	Iteration 38Q: 3 clusters Score -312158.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -312167.093750 Penalty: 2633.045410
	Iteration 39Q: 3 clusters Score -312167.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312173.093750 Penalty: 2633.045410
	Iteration 40F: 3 clusters Score -312173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -312175.625000 Penalty: 2633.045410
	Iteration 41Q: 3 clusters Score -312175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312177.843750 Penalty: 2633.045410
	Iteration 42Q: 3 clusters Score -312177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312178.937500 Penalty: 2633.045410
	Iteration 43Q: 3 clusters Score -312178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -312178.625000 Penalty: 2633.045410
	Iteration 44Q: 3 clusters Score -312178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -312179.562500 Penalty: 2633.045410
	Iteration 45Q: 3 clusters Score -312179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -312181.812500 Penalty: 2633.045410
	Iteration 46Q: 3 clusters Score -312181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -312183.906250 Penalty: 2633.045410
	Iteration 47Q: 3 clusters Score -312183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -312185.281250 Penalty: 2633.045410
	Iteration 48Q: 3 clusters Score -312185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312186.875000 Penalty: 2633.045410
	Iteration 49Q: 3 clusters Score -312186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312189.437500 Penalty: 2633.045410
	Iteration 50Q: 3 clusters Score -312189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312189.843750 Penalty: 2633.045410
	Iteration 51Q: 3 clusters Score -312189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -312190.843750 Penalty: 2633.045410
	Iteration 52Q: 3 clusters Score -312190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312191.031250 Penalty: 2633.045410
	Iteration 53Q: 3 clusters Score -312191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312191.718750 Penalty: 2633.045410
	Iteration 54Q: 3 clusters Score -312191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -312191.718750 Penalty: 2633.045410
	Iteration 55F: 3 clusters Score -312191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -592473.125000 Penalty: 1414.022827
	Iteration 0F: 2 clusters Score -592473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -587847.500000 Penalty: 2828.045654
	Iteration 0F: 3 clusters Score -587847.5 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -589159.875000 Penalty: 2828.045654
	Iteration 1F: 3 clusters Score -589159.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -589361.375000 Penalty: 2828.045654
	Iteration 2F: 3 clusters Score -589361.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -589498.062500 Penalty: 2828.045654
	Iteration 3F: 3 clusters Score -589498.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -589596.500000 Penalty: 2828.045654
	Iteration 4Q: 3 clusters Score -589596.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -589675.875000 Penalty: 2828.045654
	Iteration 5Q: 3 clusters Score -589675.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -589753.187500 Penalty: 2828.045654
	Iteration 6Q: 3 clusters Score -589753.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -589843.875000 Penalty: 2828.045654
	Iteration 7Q: 3 clusters Score -589843.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -589937.875000 Penalty: 2828.045654
	Iteration 8Q: 3 clusters Score -589937.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -590045.875000 Penalty: 2828.045654
	Iteration 9Q: 3 clusters Score -590045.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -590177.000000 Penalty: 2828.045654
	Iteration 10Q: 3 clusters Score -590177 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -590343.375000 Penalty: 2828.045654
	Iteration 11Q: 3 clusters Score -590343.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -590514.875000 Penalty: 2828.045654
	Iteration 12Q: 3 clusters Score -590514.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -590705.250000 Penalty: 2828.045654
	Iteration 13Q: 3 clusters Score -590705.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -590854.437500 Penalty: 2828.045654
	Iteration 14Q: 3 clusters Score -590854.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -590952.687500 Penalty: 2828.045654
	Iteration 15Q: 3 clusters Score -590952.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -591029.500000 Penalty: 2828.045654
	Iteration 16Q: 3 clusters Score -591029.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -591079.375000 Penalty: 2828.045654
	Iteration 17Q: 3 clusters Score -591079.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -591116.125000 Penalty: 2828.045654
	Iteration 18Q: 3 clusters Score -591116.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -591135.562500 Penalty: 2828.045654
	Iteration 19Q: 3 clusters Score -591135.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -591155.812500 Penalty: 2828.045654
	Iteration 20F: 3 clusters Score -591155.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -591170.875000 Penalty: 2828.045654
	Iteration 21Q: 3 clusters Score -591170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -591179.250000 Penalty: 2828.045654
	Iteration 22Q: 3 clusters Score -591179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -591189.937500 Penalty: 2828.045654
	Iteration 23Q: 3 clusters Score -591189.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -591198.437500 Penalty: 2828.045654
	Iteration 24Q: 3 clusters Score -591198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -591202.000000 Penalty: 2828.045654
	Iteration 25Q: 3 clusters Score -591202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -591202.187500 Penalty: 2828.045654
	Iteration 26Q: 3 clusters Score -591202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -591203.250000 Penalty: 2828.045654
	Iteration 27Q: 3 clusters Score -591203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -591203.250000 Penalty: 2828.045654
	Iteration 28F: 3 clusters Score -591203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Entering Unmasked Estep 
Score: -2089167.375000 Penalty: 1618.908081
	Iteration 0F: 2 clusters Score -2089167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2074704.500000 Penalty: 3237.816162
	Iteration 0F: 3 clusters Score -2074704 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2080211.375000 Penalty: 3237.816162
	Iteration 1F: 3 clusters Score -2080211 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2080641.375000 Penalty: 3237.816162
	Iteration 2Q: 3 clusters Score -2080641 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2081139.500000 Penalty: 3237.816162
	Iteration 3Q: 3 clusters Score -2081140 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2081742.500000 Penalty: 3237.816162
	Iteration 4F: 3 clusters Score -2081742 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2082501.250000 Penalty: 3237.816162
	Iteration 5F: 3 clusters Score -2082501 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2083432.000000 Penalty: 3237.816162
	Iteration 6F: 3 clusters Score -2083432 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2084563.000000 Penalty: 3237.816162
	Iteration 7F: 3 clusters Score -2084563 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2085585.375000 Penalty: 3237.816162
	Iteration 8F: 3 clusters Score -2085585 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2086335.375000 Penalty: 3237.816162
	Iteration 9Q: 3 clusters Score -2086335 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2086789.500000 Penalty: 3237.816162
	Iteration 10Q: 3 clusters Score -2086790 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2087085.500000 Penalty: 3237.816162
	Iteration 11Q: 3 clusters Score -2087086 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2087342.500000 Penalty: 3237.816162
	Iteration 12Q: 3 clusters Score -2087342 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2087570.500000 Penalty: 3237.816162
	Iteration 13Q: 3 clusters Score -2087570 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2087760.250000 Penalty: 3237.816162
	Iteration 14Q: 3 clusters Score -2087760 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2087892.375000 Penalty: 3237.816162
	Iteration 15Q: 3 clusters Score -2087892 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2088000.875000 Penalty: 3237.816162
	Iteration 16Q: 3 clusters Score -2088001 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2088068.125000 Penalty: 3237.816162
	Iteration 17Q: 3 clusters Score -2088068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2088120.375000 Penalty: 3237.816162
	Iteration 18Q: 3 clusters Score -2088120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2088151.750000 Penalty: 3237.816162
	Iteration 19Q: 3 clusters Score -2088152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2088177.500000 Penalty: 3237.816162
	Iteration 20F: 3 clusters Score -2088178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2088205.250000 Penalty: 3237.816162
	Iteration 21Q: 3 clusters Score -2088205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2088228.000000 Penalty: 3237.816162
	Iteration 22Q: 3 clusters Score -2088228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2088244.750000 Penalty: 3237.816162
	Iteration 23Q: 3 clusters Score -2088245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2088252.875000 Penalty: 3237.816162
	Iteration 24Q: 3 clusters Score -2088253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2088261.250000 Penalty: 3237.816162
	Iteration 25Q: 3 clusters Score -2088261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2088270.500000 Penalty: 3237.816162
	Iteration 26Q: 3 clusters Score -2088270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2088268.000000 Penalty: 3237.816162
	Iteration 27Q: 3 clusters Score -2088268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2088283.875000 Penalty: 3237.816162
	Iteration 28Q: 3 clusters Score -2088284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2088289.000000 Penalty: 3237.816162
	Iteration 29Q: 3 clusters Score -2088289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2088290.625000 Penalty: 3237.816162
	Iteration 30Q: 3 clusters Score -2088291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2088302.250000 Penalty: 3237.816162
	Iteration 31Q: 3 clusters Score -2088302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2088307.750000 Penalty: 3237.816162
	Iteration 32Q: 3 clusters Score -2088308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2088312.125000 Penalty: 3237.816162
	Iteration 33Q: 3 clusters Score -2088312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2088312.375000 Penalty: 3237.816162
	Iteration 34Q: 3 clusters Score -2088312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2088317.000000 Penalty: 3237.816162
	Iteration 35Q: 3 clusters Score -2088317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2088320.750000 Penalty: 3237.816162
	Iteration 36Q: 3 clusters Score -2088321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2088321.500000 Penalty: 3237.816162
	Iteration 37Q: 3 clusters Score -2088322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2088328.625000 Penalty: 3237.816162
	Iteration 38Q: 3 clusters Score -2088329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2088332.500000 Penalty: 3237.816162
	Iteration 39Q: 3 clusters Score -2088332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2088333.250000 Penalty: 3237.816162
	Iteration 40F: 3 clusters Score -2088333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2088332.000000 Penalty: 3237.816162
	Iteration 41Q: 3 clusters Score -2088332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2088334.625000 Penalty: 3237.816162
	Iteration 42Q: 3 clusters Score -2088335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2088337.875000 Penalty: 3237.816162
	Iteration 43Q: 3 clusters Score -2088338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2088339.125000 Penalty: 3237.816162
	Iteration 44Q: 3 clusters Score -2088339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2088337.375000 Penalty: 3237.816162
	Iteration 45Q: 3 clusters Score -2088337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2088335.250000 Penalty: 3237.816162
	Iteration 46Q: 3 clusters Score -2088335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2088335.250000 Penalty: 3237.816162
	Iteration 47F: 3 clusters Score -2088335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Entering Unmasked Estep 
Score: -1934899.250000 Penalty: 1601.238037
	Iteration 0F: 2 clusters Score -1934899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1921856.375000 Penalty: 3202.476074
	Iteration 0F: 3 clusters Score -1921856 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1926461.875000 Penalty: 3202.476074
	Iteration 1F: 3 clusters Score -1926462 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1926711.625000 Penalty: 3202.476074
	Iteration 2Q: 3 clusters Score -1926712 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1926908.750000 Penalty: 3202.476074
	Iteration 3Q: 3 clusters Score -1926909 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1927103.750000 Penalty: 3202.476074
	Iteration 4Q: 3 clusters Score -1927104 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1927301.500000 Penalty: 3202.476074
	Iteration 5Q: 3 clusters Score -1927302 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1927526.500000 Penalty: 3202.476074
	Iteration 6Q: 3 clusters Score -1927526 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1927766.875000 Penalty: 3202.476074
	Iteration 7Q: 3 clusters Score -1927767 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1928034.625000 Penalty: 3202.476074
	Iteration 8Q: 3 clusters Score -1928035 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1928376.125000 Penalty: 3202.476074
	Iteration 9Q: 3 clusters Score -1928376 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1928826.625000 Penalty: 3202.476074
	Iteration 10Q: 3 clusters Score -1928827 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1929370.750000 Penalty: 3202.476074
	Iteration 11Q: 3 clusters Score -1929371 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1929894.500000 Penalty: 3202.476074
	Iteration 12Q: 3 clusters Score -1929894 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1930305.625000 Penalty: 3202.476074
	Iteration 13Q: 3 clusters Score -1930306 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1930554.125000 Penalty: 3202.476074
	Iteration 14Q: 3 clusters Score -1930554 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1930698.750000 Penalty: 3202.476074
	Iteration 15Q: 3 clusters Score -1930699 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1930824.875000 Penalty: 3202.476074
	Iteration 16Q: 3 clusters Score -1930825 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1930899.375000 Penalty: 3202.476074
	Iteration 17Q: 3 clusters Score -1930899 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1930977.875000 Penalty: 3202.476074
	Iteration 18Q: 3 clusters Score -1930978 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1931055.750000 Penalty: 3202.476074
	Iteration 19Q: 3 clusters Score -1931056 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1931127.000000 Penalty: 3202.476074
	Iteration 20F: 3 clusters Score -1931127 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1931209.500000 Penalty: 3202.476074
	Iteration 21Q: 3 clusters Score -1931210 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1931292.375000 Penalty: 3202.476074
	Iteration 22Q: 3 clusters Score -1931292 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1931382.250000 Penalty: 3202.476074
	Iteration 23Q: 3 clusters Score -1931382 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1931480.125000 Penalty: 3202.476074
	Iteration 24Q: 3 clusters Score -1931480 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1931575.750000 Penalty: 3202.476074
	Iteration 25Q: 3 clusters Score -1931576 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1931670.375000 Penalty: 3202.476074
	Iteration 26Q: 3 clusters Score -1931670 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1931778.250000 Penalty: 3202.476074
	Iteration 27Q: 3 clusters Score -1931778 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1931971 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1932058 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1932144 nChanged 234
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Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1932210 nChanged 207
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Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1932274 nChanged 206
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Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1932329 nChanged 197
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Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1932389 nChanged 179
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Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1932466 nChanged 148
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Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1932593 nChanged 131
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Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1932615 nChanged 130
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Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1932646 nChanged 115
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Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1932692 nChanged 96
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Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1932744 nChanged 73
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Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1932746 nChanged 65
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1932759 nChanged 67
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Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1932781 nChanged 48
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Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1932784 nChanged 48
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Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1932795 nChanged 48
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Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 13897 members 
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Mstep: Class 1 contains 5080 members 
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	Iteration 57Q: 3 clusters Score -1932805 nChanged 54
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Mstep: Class 1 contains 5026 members 
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	Iteration 58Q: 3 clusters Score -1932810 nChanged 50
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Mstep: Class 1 contains 4976 members 
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	Iteration 59Q: 3 clusters Score -1932818 nChanged 49
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Mstep: Class 1 contains 4929 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1932825 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14154 members 
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	Iteration 61Q: 3 clusters Score -1932832 nChanged 50
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Mstep: Class 1 contains 4828 members 
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	Iteration 62Q: 3 clusters Score -1932838 nChanged 60
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Mstep: Class 1 contains 4768 members 
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	Iteration 63Q: 3 clusters Score -1932846 nChanged 62
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 14324 members 
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	Iteration 64Q: 3 clusters Score -1932858 nChanged 55
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Mstep: Class 1 contains 4653 members 
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	Iteration 65Q: 3 clusters Score -1932868 nChanged 53
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Mstep: Class 1 contains 4600 members 
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	Iteration 66Q: 3 clusters Score -1932875 nChanged 58
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Mstep: Class 1 contains 4542 members 
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	Iteration 67Q: 3 clusters Score -1932884 nChanged 58
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Mstep: Class 1 contains 4484 members 
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Mstep: Class 1 contains 4436 members 
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	Iteration 69Q: 3 clusters Score -1932896 nChanged 48
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Mstep: Class 1 contains 4388 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1932902 nChanged 56
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Mstep: Class 1 contains 4332 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1932909 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4277 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1932925 nChanged 54
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Mstep: Class 1 contains 4223 members 
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	Iteration 73Q: 3 clusters Score -1932928 nChanged 50
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Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14857 members 
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	Iteration 74Q: 3 clusters Score -1932933 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4131 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1932942 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4084 members 
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	Iteration 76Q: 3 clusters Score -1932949 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4026 members 
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	Iteration 77Q: 3 clusters Score -1932965 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3954 members 
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	Iteration 78Q: 3 clusters Score -1932983 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3894 members 
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	Iteration 79Q: 3 clusters Score -1932984 nChanged 50
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Mstep: Class 1 contains 3844 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1932988 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3793 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1933002 nChanged 49
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Mstep: Class 1 contains 3746 members 
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	Iteration 82Q: 3 clusters Score -1933013 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3701 members 
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	Iteration 83Q: 3 clusters Score -1933023 nChanged 43
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Mstep: Class 1 contains 3658 members 
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	Iteration 84Q: 3 clusters Score -1933024 nChanged 36
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Mstep: Class 1 contains 3624 members 
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	Iteration 85Q: 3 clusters Score -1933026 nChanged 33
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Mstep: Class 1 contains 3591 members 
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	Iteration 86Q: 3 clusters Score -1933030 nChanged 24
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Mstep: Class 1 contains 3567 members 
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	Iteration 87Q: 3 clusters Score -1933038 nChanged 20
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Mstep: Class 1 contains 3547 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1933040 nChanged 20
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Mstep: Class 1 contains 3527 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1933046 nChanged 21
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Mstep: Class 1 contains 3506 members 
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	Iteration 90Q: 3 clusters Score -1933043 nChanged 31
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Mstep: Class 1 contains 3477 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1933055 nChanged 33
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Mstep: Class 1 contains 3446 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1933062 nChanged 35
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Mstep: Class 1 contains 3411 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1933065 nChanged 37
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Mstep: Class 1 contains 3376 members 
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	Iteration 94Q: 3 clusters Score -1933066 nChanged 39
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Mstep: Class 1 contains 3337 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1933073 nChanged 40
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	Iteration 96Q: 3 clusters Score -1933084 nChanged 34
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Mstep: Class 1 contains 3263 members 
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	Iteration 97Q: 3 clusters Score -1933088 nChanged 45
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	Iteration 98Q: 3 clusters Score -1933098 nChanged 38
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Mstep: Class 1 contains 3182 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1933097 nChanged 47
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Mstep: Class 1 contains 3135 members 
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	Iteration 100F: 3 clusters Score -1933105 nChanged 39
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Mstep: Class 1 contains 3096 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1933116 nChanged 39
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	Iteration 102Q: 3 clusters Score -1933120 nChanged 39
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Mstep: Class 1 contains 3020 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1933132 nChanged 39
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	Iteration 104Q: 3 clusters Score -1933141 nChanged 34
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	Iteration 105Q: 3 clusters Score -1933141 nChanged 28
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Entering Unmasked Estep 
Score: -1933151.500000 Penalty: 3202.476074
	Iteration 106Q: 3 clusters Score -1933152 nChanged 34
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	Iteration 107Q: 3 clusters Score -1933151 nChanged 31
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1933158 nChanged 33
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	Iteration 109Q: 3 clusters Score -1933164 nChanged 33
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1933168 nChanged 28
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1933171 nChanged 29
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	Iteration 112Q: 3 clusters Score -1933172 nChanged 31
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1933179 nChanged 25
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1933182 nChanged 26
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Score: -1933185.875000 Penalty: 3202.476074
	Iteration 115Q: 3 clusters Score -1933186 nChanged 27
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1933196 nChanged 32
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1933200 nChanged 32
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Entering Unmasked Estep 
Score: -1933204.250000 Penalty: 3202.476074
	Iteration 118Q: 3 clusters Score -1933204 nChanged 21
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1933202 nChanged 13
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1933202 nChanged 12
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Entering Unmasked Estep 
Score: -1933209.000000 Penalty: 3202.476074
	Iteration 121Q: 3 clusters Score -1933209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1933212.375000 Penalty: 3202.476074
	Iteration 122Q: 3 clusters Score -1933212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1933215.250000 Penalty: 3202.476074
	Iteration 123Q: 3 clusters Score -1933215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1933213.500000 Penalty: 3202.476074
	Iteration 124Q: 3 clusters Score -1933214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1933216.125000 Penalty: 3202.476074
	Iteration 125Q: 3 clusters Score -1933216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1933216.750000 Penalty: 3202.476074
	Iteration 126Q: 3 clusters Score -1933217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1933212.500000 Penalty: 3202.476074
	Iteration 127Q: 3 clusters Score -1933212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1933215.625000 Penalty: 3202.476074
	Iteration 128Q: 3 clusters Score -1933216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1933213.000000 Penalty: 3202.476074
	Iteration 129Q: 3 clusters Score -1933213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1933210.125000 Penalty: 3202.476074
	Iteration 130Q: 3 clusters Score -1933210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1933209.625000 Penalty: 3202.476074
	Iteration 131Q: 3 clusters Score -1933210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1933215.875000 Penalty: 3202.476074
	Iteration 132Q: 3 clusters Score -1933216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1933215.625000 Penalty: 3202.476074
	Iteration 133Q: 3 clusters Score -1933216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -1933215.625000 Penalty: 3202.476074
	Iteration 134F: 3 clusters Score -1933216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Entering Unmasked Estep 
Score: -12560872.000000 Penalty: 1909.321655
	Iteration 0F: 2 clusters Score -1.256087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -12477259.000000 Penalty: 3818.643311
	Iteration 0F: 3 clusters Score -1.247726e+07 nChanged 60999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60069 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -12514328.000000 Penalty: 3818.643311
	Iteration 1F: 3 clusters Score -1.251433e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -12516682.000000 Penalty: 3818.643311
	Iteration 2Q: 3 clusters Score -1.251668e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -12519841.000000 Penalty: 3818.643311
	Iteration 3F: 3 clusters Score -1.251984e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -12524082.000000 Penalty: 3818.643311
	Iteration 4F: 3 clusters Score -1.252408e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -12529370.000000 Penalty: 3818.643311
	Iteration 5F: 3 clusters Score -1.252937e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -12535098.000000 Penalty: 3818.643311
	Iteration 6F: 3 clusters Score -1.25351e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -12540360.000000 Penalty: 3818.643311
	Iteration 7F: 3 clusters Score -1.254036e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -12543746.000000 Penalty: 3818.643311
	Iteration 8Q: 3 clusters Score -1.254375e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -12545355.000000 Penalty: 3818.643311
	Iteration 9Q: 3 clusters Score -1.254536e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -12546220.000000 Penalty: 3818.643311
	Iteration 10Q: 3 clusters Score -1.254622e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 93752 members 
Entering Unmasked Estep 
Score: -12546889.000000 Penalty: 3818.643311
	Iteration 11Q: 3 clusters Score -1.254689e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -12547427.000000 Penalty: 3818.643311
	Iteration 12Q: 3 clusters Score -1.254743e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -12547965.000000 Penalty: 3818.643311
	Iteration 13Q: 3 clusters Score -1.254796e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -12548515.000000 Penalty: 3818.643311
	Iteration 14Q: 3 clusters Score -1.254852e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -12549096.000000 Penalty: 3818.643311
	Iteration 15Q: 3 clusters Score -1.25491e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -12549730.000000 Penalty: 3818.643311
	Iteration 16Q: 3 clusters Score -1.254973e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 105436 members 
Entering Unmasked Estep 
Score: -12550319.000000 Penalty: 3818.643311
	Iteration 17Q: 3 clusters Score -1.255032e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -12551023.000000 Penalty: 3818.643311
	Iteration 18Q: 3 clusters Score -1.255102e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 109464 members 
Entering Unmasked Estep 
Score: -12551713.000000 Penalty: 3818.643311
	Iteration 19Q: 3 clusters Score -1.255171e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 111373 members 
Entering Unmasked Estep 
Score: -12552465.000000 Penalty: 3818.643311
	Iteration 20F: 3 clusters Score -1.255246e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 113196 members 
Entering Unmasked Estep 
Score: -12553239.000000 Penalty: 3818.643311
	Iteration 21Q: 3 clusters Score -1.255324e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -12553987.000000 Penalty: 3818.643311
	Iteration 22Q: 3 clusters Score -1.255399e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -12554740.000000 Penalty: 3818.643311
	Iteration 23Q: 3 clusters Score -1.255474e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 117903 members 
Entering Unmasked Estep 
Score: -12555346.000000 Penalty: 3818.643311
	Iteration 24Q: 3 clusters Score -1.255535e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -12555939.000000 Penalty: 3818.643311
	Iteration 25Q: 3 clusters Score -1.255594e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -12556418.000000 Penalty: 3818.643311
	Iteration 26Q: 3 clusters Score -1.255642e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 121233 members 
Entering Unmasked Estep 
Score: -12556967.000000 Penalty: 3818.643311
	Iteration 27Q: 3 clusters Score -1.255697e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -12557359.000000 Penalty: 3818.643311
	Iteration 28Q: 3 clusters Score -1.255736e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 122675 members 
Entering Unmasked Estep 
Score: -12557717.000000 Penalty: 3818.643311
	Iteration 29Q: 3 clusters Score -1.255772e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 123221 members 
Entering Unmasked Estep 
Score: -12557950.000000 Penalty: 3818.643311
	Iteration 30Q: 3 clusters Score -1.255795e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 123700 members 
Entering Unmasked Estep 
Score: -12558169.000000 Penalty: 3818.643311
	Iteration 31Q: 3 clusters Score -1.255817e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 124096 members 
Entering Unmasked Estep 
Score: -12558405.000000 Penalty: 3818.643311
	Iteration 32Q: 3 clusters Score -1.25584e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -12558543.000000 Penalty: 3818.643311
	Iteration 33Q: 3 clusters Score -1.255854e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -12558694.000000 Penalty: 3818.643311
	Iteration 34Q: 3 clusters Score -1.255869e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 124925 members 
Entering Unmasked Estep 
Score: -12558806.000000 Penalty: 3818.643311
	Iteration 35Q: 3 clusters Score -1.255881e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 125108 members 
Entering Unmasked Estep 
Score: -12558900.000000 Penalty: 3818.643311
	Iteration 36Q: 3 clusters Score -1.25589e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 125263 members 
Entering Unmasked Estep 
Score: -12558972.000000 Penalty: 3818.643311
	Iteration 37Q: 3 clusters Score -1.255897e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 125387 members 
Entering Unmasked Estep 
Score: -12559043.000000 Penalty: 3818.643311
	Iteration 38Q: 3 clusters Score -1.255904e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 125480 members 
Entering Unmasked Estep 
Score: -12559066.000000 Penalty: 3818.643311
	Iteration 39Q: 3 clusters Score -1.255907e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 125547 members 
Entering Unmasked Estep 
Score: -12559105.000000 Penalty: 3818.643311
	Iteration 40F: 3 clusters Score -1.25591e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 125604 members 
Entering Unmasked Estep 
Score: -12559130.000000 Penalty: 3818.643311
	Iteration 41Q: 3 clusters Score -1.255913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 125646 members 
Entering Unmasked Estep 
Score: -12559153.000000 Penalty: 3818.643311
	Iteration 42Q: 3 clusters Score -1.255915e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -12559181.000000 Penalty: 3818.643311
	Iteration 43Q: 3 clusters Score -1.255918e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -12559210.000000 Penalty: 3818.643311
	Iteration 44Q: 3 clusters Score -1.255921e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 125771 members 
Entering Unmasked Estep 
Score: -12559225.000000 Penalty: 3818.643311
	Iteration 45Q: 3 clusters Score -1.255922e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -12559264.000000 Penalty: 3818.643311
	Iteration 46Q: 3 clusters Score -1.255926e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -12559285.000000 Penalty: 3818.643311
	Iteration 47Q: 3 clusters Score -1.255928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 125855 members 
Entering Unmasked Estep 
Score: -12559316.000000 Penalty: 3818.643311
	Iteration 48Q: 3 clusters Score -1.255932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -12559307.000000 Penalty: 3818.643311
	Iteration 49Q: 3 clusters Score -1.255931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -12559317.000000 Penalty: 3818.643311
	Iteration 50Q: 3 clusters Score -1.255932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 125887 members 
Entering Unmasked Estep 
Score: -12559336.000000 Penalty: 3818.643311
	Iteration 51Q: 3 clusters Score -1.255934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -12559338.000000 Penalty: 3818.643311
	Iteration 52Q: 3 clusters Score -1.255934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -12559346.000000 Penalty: 3818.643311
	Iteration 53Q: 3 clusters Score -1.255935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -12559354.000000 Penalty: 3818.643311
	Iteration 54Q: 3 clusters Score -1.255935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 125912 members 
Entering Unmasked Estep 
Score: -12559367.000000 Penalty: 3818.643311
	Iteration 55Q: 3 clusters Score -1.255937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 125914 members 
Entering Unmasked Estep 
Score: -12559358.000000 Penalty: 3818.643311
	Iteration 56Q: 3 clusters Score -1.255936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -12559366.000000 Penalty: 3818.643311
	Iteration 57Q: 3 clusters Score -1.255937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -12559375.000000 Penalty: 3818.643311
	Iteration 58Q: 3 clusters Score -1.255938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 125928 members 
Entering Unmasked Estep 
Score: -12559382.000000 Penalty: 3818.643311
	Iteration 59Q: 3 clusters Score -1.255938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 125928 members 
Entering Unmasked Estep 
Score: -12559369.000000 Penalty: 3818.643311
	Iteration 60F: 3 clusters Score -1.255937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -12559364.000000 Penalty: 3818.643311
	Iteration 61Q: 3 clusters Score -1.255936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -12559368.000000 Penalty: 3818.643311
	Iteration 62Q: 3 clusters Score -1.255937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -12559375.000000 Penalty: 3818.643311
	Iteration 63Q: 3 clusters Score -1.255938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -12559367.000000 Penalty: 3818.643311
	Iteration 64Q: 3 clusters Score -1.255937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 125939 members 
Entering Unmasked Estep 
Score: -12559364.000000 Penalty: 3818.643311
	Iteration 65Q: 3 clusters Score -1.255936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 125942 members 
Entering Unmasked Estep 
Score: -12559368.000000 Penalty: 3818.643311
	Iteration 66Q: 3 clusters Score -1.255937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -12559367.000000 Penalty: 3818.643311
	Iteration 67Q: 3 clusters Score -1.255937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125945 members 
Entering Unmasked Estep 
Score: -12559366.000000 Penalty: 3818.643311
	Iteration 68Q: 3 clusters Score -1.255937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 125947 members 
Entering Unmasked Estep 
Score: -12559360.000000 Penalty: 3818.643311
	Iteration 69Q: 3 clusters Score -1.255936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 125947 members 
Entering Unmasked Estep 
Score: -12559360.000000 Penalty: 3818.643311
	Iteration 70F: 3 clusters Score -1.255936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -276063.156250 Penalty: 1292.414307
	Iteration 0F: 2 clusters Score -276063.2 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 1438 members 
Entering Unmasked Estep 
Score: -273407.750000 Penalty: 2584.828613
	Iteration 0F: 3 clusters Score -273407.8 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -273995.937500 Penalty: 2584.828613
	Iteration 1F: 3 clusters Score -273995.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -274135.625000 Penalty: 2584.828613
	Iteration 2F: 3 clusters Score -274135.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -274223.375000 Penalty: 2584.828613
	Iteration 3F: 3 clusters Score -274223.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -274274.375000 Penalty: 2584.828613
	Iteration 4Q: 3 clusters Score -274274.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -274312.312500 Penalty: 2584.828613
	Iteration 5Q: 3 clusters Score -274312.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -274339.250000 Penalty: 2584.828613
	Iteration 6Q: 3 clusters Score -274339.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -274364.093750 Penalty: 2584.828613
	Iteration 7Q: 3 clusters Score -274364.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -274393.687500 Penalty: 2584.828613
	Iteration 8Q: 3 clusters Score -274393.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -274418.468750 Penalty: 2584.828613
	Iteration 9Q: 3 clusters Score -274418.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -274439.781250 Penalty: 2584.828613
	Iteration 10Q: 3 clusters Score -274439.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -274455.343750 Penalty: 2584.828613
	Iteration 11Q: 3 clusters Score -274455.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -274469.343750 Penalty: 2584.828613
	Iteration 12Q: 3 clusters Score -274469.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -274485.406250 Penalty: 2584.828613
	Iteration 13Q: 3 clusters Score -274485.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -274501.125000 Penalty: 2584.828613
	Iteration 14Q: 3 clusters Score -274501.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -274516.500000 Penalty: 2584.828613
	Iteration 15Q: 3 clusters Score -274516.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -274525.000000 Penalty: 2584.828613
	Iteration 16Q: 3 clusters Score -274525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -274530.437500 Penalty: 2584.828613
	Iteration 17Q: 3 clusters Score -274530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -274535.718750 Penalty: 2584.828613
	Iteration 18Q: 3 clusters Score -274535.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -274538.812500 Penalty: 2584.828613
	Iteration 19Q: 3 clusters Score -274538.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -274543.062500 Penalty: 2584.828613
	Iteration 20F: 3 clusters Score -274543.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -274547.218750 Penalty: 2584.828613
	Iteration 21Q: 3 clusters Score -274547.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -274553.500000 Penalty: 2584.828613
	Iteration 22Q: 3 clusters Score -274553.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -274556.875000 Penalty: 2584.828613
	Iteration 23Q: 3 clusters Score -274556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -274562.125000 Penalty: 2584.828613
	Iteration 24Q: 3 clusters Score -274562.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -274568.250000 Penalty: 2584.828613
	Iteration 25Q: 3 clusters Score -274568.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -274575.843750 Penalty: 2584.828613
	Iteration 26Q: 3 clusters Score -274575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -274581.093750 Penalty: 2584.828613
	Iteration 27Q: 3 clusters Score -274581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -274586.156250 Penalty: 2584.828613
	Iteration 28Q: 3 clusters Score -274586.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -274593.781250 Penalty: 2584.828613
	Iteration 29Q: 3 clusters Score -274593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -274600.187500 Penalty: 2584.828613
	Iteration 30Q: 3 clusters Score -274600.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -274605.718750 Penalty: 2584.828613
	Iteration 31Q: 3 clusters Score -274605.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -274610.875000 Penalty: 2584.828613
	Iteration 32Q: 3 clusters Score -274610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -274615.062500 Penalty: 2584.828613
	Iteration 33Q: 3 clusters Score -274615.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -274622.218750 Penalty: 2584.828613
	Iteration 34Q: 3 clusters Score -274622.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -274627.625000 Penalty: 2584.828613
	Iteration 35Q: 3 clusters Score -274627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -274629.187500 Penalty: 2584.828613
	Iteration 36Q: 3 clusters Score -274629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -274631.281250 Penalty: 2584.828613
	Iteration 37Q: 3 clusters Score -274631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -274633.750000 Penalty: 2584.828613
	Iteration 38Q: 3 clusters Score -274633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -274637.968750 Penalty: 2584.828613
	Iteration 39Q: 3 clusters Score -274638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -274643.281250 Penalty: 2584.828613
	Iteration 40F: 3 clusters Score -274643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -274646.156250 Penalty: 2584.828613
	Iteration 41Q: 3 clusters Score -274646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -274647.500000 Penalty: 2584.828613
	Iteration 42Q: 3 clusters Score -274647.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -274649.500000 Penalty: 2584.828613
	Iteration 43Q: 3 clusters Score -274649.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -274652.250000 Penalty: 2584.828613
	Iteration 44Q: 3 clusters Score -274652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -274653.437500 Penalty: 2584.828613
	Iteration 45Q: 3 clusters Score -274653.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -274657.125000 Penalty: 2584.828613
	Iteration 46Q: 3 clusters Score -274657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -274660.906250 Penalty: 2584.828613
	Iteration 47Q: 3 clusters Score -274660.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -274668.812500 Penalty: 2584.828613
	Iteration 48Q: 3 clusters Score -274668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -274674.656250 Penalty: 2584.828613
	Iteration 49Q: 3 clusters Score -274674.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -274680.343750 Penalty: 2584.828613
	Iteration 50Q: 3 clusters Score -274680.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -274688.781250 Penalty: 2584.828613
	Iteration 51Q: 3 clusters Score -274688.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -274697.000000 Penalty: 2584.828613
	Iteration 52Q: 3 clusters Score -274697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -274703.875000 Penalty: 2584.828613
	Iteration 53Q: 3 clusters Score -274703.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -274707.656250 Penalty: 2584.828613
	Iteration 54Q: 3 clusters Score -274707.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -274711.593750 Penalty: 2584.828613
	Iteration 55Q: 3 clusters Score -274711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -274715.250000 Penalty: 2584.828613
	Iteration 56Q: 3 clusters Score -274715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -274720.812500 Penalty: 2584.828613
	Iteration 57Q: 3 clusters Score -274720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -274727.000000 Penalty: 2584.828613
	Iteration 58Q: 3 clusters Score -274727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -274733.562500 Penalty: 2584.828613
	Iteration 59Q: 3 clusters Score -274733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -274736.093750 Penalty: 2584.828613
	Iteration 60F: 3 clusters Score -274736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -274739.250000 Penalty: 2584.828613
	Iteration 61Q: 3 clusters Score -274739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -274741.718750 Penalty: 2584.828613
	Iteration 62Q: 3 clusters Score -274741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -274744.468750 Penalty: 2584.828613
	Iteration 63Q: 3 clusters Score -274744.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -274748.312500 Penalty: 2584.828613
	Iteration 64Q: 3 clusters Score -274748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -274751.375000 Penalty: 2584.828613
	Iteration 65Q: 3 clusters Score -274751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -274753.812500 Penalty: 2584.828613
	Iteration 66Q: 3 clusters Score -274753.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -274758.187500 Penalty: 2584.828613
	Iteration 67Q: 3 clusters Score -274758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -274759.375000 Penalty: 2584.828613
	Iteration 68Q: 3 clusters Score -274759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -274759.937500 Penalty: 2584.828613
	Iteration 69Q: 3 clusters Score -274759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -274762.125000 Penalty: 2584.828613
	Iteration 70Q: 3 clusters Score -274762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -274763.562500 Penalty: 2584.828613
	Iteration 71Q: 3 clusters Score -274763.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -274766.375000 Penalty: 2584.828613
	Iteration 72Q: 3 clusters Score -274766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -274773.218750 Penalty: 2584.828613
	Iteration 73Q: 3 clusters Score -274773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -274782.156250 Penalty: 2584.828613
	Iteration 74Q: 3 clusters Score -274782.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -274787.500000 Penalty: 2584.828613
	Iteration 75Q: 3 clusters Score -274787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -274789.437500 Penalty: 2584.828613
	Iteration 76Q: 3 clusters Score -274789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -274793.593750 Penalty: 2584.828613
	Iteration 77Q: 3 clusters Score -274793.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -274799.781250 Penalty: 2584.828613
	Iteration 78Q: 3 clusters Score -274799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -274804.156250 Penalty: 2584.828613
	Iteration 79Q: 3 clusters Score -274804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -274804.687500 Penalty: 2584.828613
	Iteration 80F: 3 clusters Score -274804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -274805.218750 Penalty: 2584.828613
	Iteration 81Q: 3 clusters Score -274805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -274805.218750 Penalty: 2584.828613
	Iteration 82F: 3 clusters Score -274805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -453437.156250 Penalty: 1384.238770
	Iteration 0F: 2 clusters Score -453437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -449501.156250 Penalty: 2768.477539
	Iteration 0F: 3 clusters Score -449501.2 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -450585.187500 Penalty: 2768.477539
	Iteration 1F: 3 clusters Score -450585.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -450800.843750 Penalty: 2768.477539
	Iteration 2F: 3 clusters Score -450800.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -451000.312500 Penalty: 2768.477539
	Iteration 3F: 3 clusters Score -451000.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -451256.281250 Penalty: 2768.477539
	Iteration 4F: 3 clusters Score -451256.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -451595.218750 Penalty: 2768.477539
	Iteration 5F: 3 clusters Score -451595.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -451975.406250 Penalty: 2768.477539
	Iteration 6F: 3 clusters Score -451975.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -452305.187500 Penalty: 2768.477539
	Iteration 7F: 3 clusters Score -452305.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -452525.687500 Penalty: 2768.477539
	Iteration 8F: 3 clusters Score -452525.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -452694.562500 Penalty: 2768.477539
	Iteration 9Q: 3 clusters Score -452694.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -452843.718750 Penalty: 2768.477539
	Iteration 10Q: 3 clusters Score -452843.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -452948.656250 Penalty: 2768.477539
	Iteration 11Q: 3 clusters Score -452948.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -453036.531250 Penalty: 2768.477539
	Iteration 12Q: 3 clusters Score -453036.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -453137.656250 Penalty: 2768.477539
	Iteration 13Q: 3 clusters Score -453137.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -453212.812500 Penalty: 2768.477539
	Iteration 14Q: 3 clusters Score -453212.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -453265.625000 Penalty: 2768.477539
	Iteration 15Q: 3 clusters Score -453265.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -453318.625000 Penalty: 2768.477539
	Iteration 16Q: 3 clusters Score -453318.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -453372.843750 Penalty: 2768.477539
	Iteration 17Q: 3 clusters Score -453372.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -453425.500000 Penalty: 2768.477539
	Iteration 18Q: 3 clusters Score -453425.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -453484.593750 Penalty: 2768.477539
	Iteration 19Q: 3 clusters Score -453484.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -453521.281250 Penalty: 2768.477539
	Iteration 20F: 3 clusters Score -453521.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -453556.906250 Penalty: 2768.477539
	Iteration 21Q: 3 clusters Score -453556.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -453586.375000 Penalty: 2768.477539
	Iteration 22Q: 3 clusters Score -453586.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -453622.187500 Penalty: 2768.477539
	Iteration 23Q: 3 clusters Score -453622.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -453656.468750 Penalty: 2768.477539
	Iteration 24Q: 3 clusters Score -453656.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -453680.968750 Penalty: 2768.477539
	Iteration 25Q: 3 clusters Score -453681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -453702.468750 Penalty: 2768.477539
	Iteration 26Q: 3 clusters Score -453702.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -453717.937500 Penalty: 2768.477539
	Iteration 27Q: 3 clusters Score -453717.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -453724.625000 Penalty: 2768.477539
	Iteration 28Q: 3 clusters Score -453724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -453729.875000 Penalty: 2768.477539
	Iteration 29Q: 3 clusters Score -453729.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -453733.218750 Penalty: 2768.477539
	Iteration 30Q: 3 clusters Score -453733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -453734.062500 Penalty: 2768.477539
	Iteration 31Q: 3 clusters Score -453734.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -453735.250000 Penalty: 2768.477539
	Iteration 32Q: 3 clusters Score -453735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -453736.593750 Penalty: 2768.477539
	Iteration 33Q: 3 clusters Score -453736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -453737.062500 Penalty: 2768.477539
	Iteration 34Q: 3 clusters Score -453737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -453737.750000 Penalty: 2768.477539
	Iteration 35Q: 3 clusters Score -453737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -453737.750000 Penalty: 2768.477539
	Iteration 36F: 3 clusters Score -453737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 21216 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 3352 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 4302 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 1654 members 
Entering Unmasked Estep 
Score: -52413096.000000 Penalty: 57955.015625
Splitting cluster 11 changes total score from -52413708.000000 to -52413096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -1532913.875000 Penalty: 1569.285156
	Iteration 0F: 2 clusters Score -1532914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1522147.250000 Penalty: 3138.570312
	Iteration 0F: 3 clusters Score -1522147 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1526091.375000 Penalty: 3138.570312
	Iteration 1F: 3 clusters Score -1526091 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1526432.875000 Penalty: 3138.570312
	Iteration 2F: 3 clusters Score -1526433 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1526692.750000 Penalty: 3138.570312
	Iteration 3Q: 3 clusters Score -1526693 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1526898.250000 Penalty: 3138.570312
	Iteration 4Q: 3 clusters Score -1526898 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1527124.500000 Penalty: 3138.570312
	Iteration 5Q: 3 clusters Score -1527124 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1527394.000000 Penalty: 3138.570312
	Iteration 6Q: 3 clusters Score -1527394 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1527703.125000 Penalty: 3138.570312
	Iteration 7Q: 3 clusters Score -1527703 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1528077.250000 Penalty: 3138.570312
	Iteration 8Q: 3 clusters Score -1528077 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1528530.625000 Penalty: 3138.570312
	Iteration 9Q: 3 clusters Score -1528531 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1529092.375000 Penalty: 3138.570312
	Iteration 10Q: 3 clusters Score -1529092 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1529652.500000 Penalty: 3138.570312
	Iteration 11Q: 3 clusters Score -1529652 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1530123.875000 Penalty: 3138.570312
	Iteration 12Q: 3 clusters Score -1530124 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1530454.875000 Penalty: 3138.570312
	Iteration 13Q: 3 clusters Score -1530455 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1530702.875000 Penalty: 3138.570312
	Iteration 14Q: 3 clusters Score -1530703 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1530905.250000 Penalty: 3138.570312
	Iteration 15Q: 3 clusters Score -1530905 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1531040.875000 Penalty: 3138.570312
	Iteration 16Q: 3 clusters Score -1531041 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1531161.750000 Penalty: 3138.570312
	Iteration 17Q: 3 clusters Score -1531162 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1531269.125000 Penalty: 3138.570312
	Iteration 18Q: 3 clusters Score -1531269 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1531338.125000 Penalty: 3138.570312
	Iteration 19Q: 3 clusters Score -1531338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1531395.750000 Penalty: 3138.570312
	Iteration 20F: 3 clusters Score -1531396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1531448.750000 Penalty: 3138.570312
	Iteration 21Q: 3 clusters Score -1531449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1531492.250000 Penalty: 3138.570312
	Iteration 22Q: 3 clusters Score -1531492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1531518.625000 Penalty: 3138.570312
	Iteration 23Q: 3 clusters Score -1531519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1531540.250000 Penalty: 3138.570312
	Iteration 24Q: 3 clusters Score -1531540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1531549.750000 Penalty: 3138.570312
	Iteration 25Q: 3 clusters Score -1531550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1531558.000000 Penalty: 3138.570312
	Iteration 26Q: 3 clusters Score -1531558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1531564.750000 Penalty: 3138.570312
	Iteration 27Q: 3 clusters Score -1531565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1531577.625000 Penalty: 3138.570312
	Iteration 28Q: 3 clusters Score -1531578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1531585.625000 Penalty: 3138.570312
	Iteration 29Q: 3 clusters Score -1531586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1531593.000000 Penalty: 3138.570312
	Iteration 30Q: 3 clusters Score -1531593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1531597.875000 Penalty: 3138.570312
	Iteration 31Q: 3 clusters Score -1531598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1531600.125000 Penalty: 3138.570312
	Iteration 32Q: 3 clusters Score -1531600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1531597.250000 Penalty: 3138.570312
	Iteration 33Q: 3 clusters Score -1531597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1531598.375000 Penalty: 3138.570312
	Iteration 34Q: 3 clusters Score -1531598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1531598.375000 Penalty: 3138.570312
	Iteration 35F: 3 clusters Score -1531598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Entering Unmasked Estep 
Score: -1272978.000000 Penalty: 1539.214478
	Iteration 0F: 2 clusters Score -1272978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1263996.125000 Penalty: 3078.428955
	Iteration 0F: 3 clusters Score -1263996 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1267005.625000 Penalty: 3078.428955
	Iteration 1F: 3 clusters Score -1267006 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1267239.500000 Penalty: 3078.428955
	Iteration 2F: 3 clusters Score -1267240 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1267434.875000 Penalty: 3078.428955
	Iteration 3Q: 3 clusters Score -1267435 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1267608.250000 Penalty: 3078.428955
	Iteration 4Q: 3 clusters Score -1267608 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1267745.625000 Penalty: 3078.428955
	Iteration 5Q: 3 clusters Score -1267746 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1267899.750000 Penalty: 3078.428955
	Iteration 6Q: 3 clusters Score -1267900 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1268129.750000 Penalty: 3078.428955
	Iteration 7Q: 3 clusters Score -1268130 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1268500.500000 Penalty: 3078.428955
	Iteration 8Q: 3 clusters Score -1268500 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1268966.000000 Penalty: 3078.428955
	Iteration 9F: 3 clusters Score -1268966 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1269499.125000 Penalty: 3078.428955
	Iteration 10F: 3 clusters Score -1269499 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1270021.375000 Penalty: 3078.428955
	Iteration 11Q: 3 clusters Score -1270021 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1270476.000000 Penalty: 3078.428955
	Iteration 12Q: 3 clusters Score -1270476 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1270876.000000 Penalty: 3078.428955
	Iteration 13Q: 3 clusters Score -1270876 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1271170.875000 Penalty: 3078.428955
	Iteration 14Q: 3 clusters Score -1271171 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1271338.750000 Penalty: 3078.428955
	Iteration 15Q: 3 clusters Score -1271339 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1271434.750000 Penalty: 3078.428955
	Iteration 16Q: 3 clusters Score -1271435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1271511.000000 Penalty: 3078.428955
	Iteration 17Q: 3 clusters Score -1271511 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1271546.625000 Penalty: 3078.428955
	Iteration 18Q: 3 clusters Score -1271547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1271584.875000 Penalty: 3078.428955
	Iteration 19Q: 3 clusters Score -1271585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1271613.625000 Penalty: 3078.428955
	Iteration 20F: 3 clusters Score -1271614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1271626.000000 Penalty: 3078.428955
	Iteration 21Q: 3 clusters Score -1271626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1271644.875000 Penalty: 3078.428955
	Iteration 22Q: 3 clusters Score -1271645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1271654.875000 Penalty: 3078.428955
	Iteration 23Q: 3 clusters Score -1271655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1271662.000000 Penalty: 3078.428955
	Iteration 24Q: 3 clusters Score -1271662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1271667.375000 Penalty: 3078.428955
	Iteration 25Q: 3 clusters Score -1271667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1271680.875000 Penalty: 3078.428955
	Iteration 26Q: 3 clusters Score -1271681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1271692.875000 Penalty: 3078.428955
	Iteration 27Q: 3 clusters Score -1271693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1271704.500000 Penalty: 3078.428955
	Iteration 28Q: 3 clusters Score -1271704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1271714.125000 Penalty: 3078.428955
	Iteration 29Q: 3 clusters Score -1271714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1271730.000000 Penalty: 3078.428955
	Iteration 30Q: 3 clusters Score -1271730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1271747.500000 Penalty: 3078.428955
	Iteration 31Q: 3 clusters Score -1271748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1271752.375000 Penalty: 3078.428955
	Iteration 32Q: 3 clusters Score -1271752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1271752.125000 Penalty: 3078.428955
	Iteration 33Q: 3 clusters Score -1271752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1271752.125000 Penalty: 3078.428955
	Iteration 34F: 3 clusters Score -1271752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -151907.765625 Penalty: 1209.309937
	Iteration 0F: 2 clusters Score -151907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -150039.562500 Penalty: 2418.619873
	Iteration 0F: 3 clusters Score -150039.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -150490.703125 Penalty: 2418.619873
	Iteration 1F: 3 clusters Score -150490.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -150590.890625 Penalty: 2418.619873
	Iteration 2F: 3 clusters Score -150590.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -150644.109375 Penalty: 2418.619873
	Iteration 3Q: 3 clusters Score -150644.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -150678.593750 Penalty: 2418.619873
	Iteration 4Q: 3 clusters Score -150678.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150709.296875 Penalty: 2418.619873
	Iteration 5Q: 3 clusters Score -150709.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150729.218750 Penalty: 2418.619873
	Iteration 6Q: 3 clusters Score -150729.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150745.406250 Penalty: 2418.619873
	Iteration 7Q: 3 clusters Score -150745.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150758.375000 Penalty: 2418.619873
	Iteration 8Q: 3 clusters Score -150758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -150767.468750 Penalty: 2418.619873
	Iteration 9Q: 3 clusters Score -150767.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -150774.265625 Penalty: 2418.619873
	Iteration 10Q: 3 clusters Score -150774.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -150778.484375 Penalty: 2418.619873
	Iteration 11Q: 3 clusters Score -150778.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150781.000000 Penalty: 2418.619873
	Iteration 12Q: 3 clusters Score -150781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -150782.156250 Penalty: 2418.619873
	Iteration 13Q: 3 clusters Score -150782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -150782.156250 Penalty: 2418.619873
	Iteration 14F: 3 clusters Score -150782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Entering Unmasked Estep 
Score: -1308319.875000 Penalty: 1543.034058
	Iteration 0F: 2 clusters Score -1308320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1299025.000000 Penalty: 3086.068115
	Iteration 0F: 3 clusters Score -1299025 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1302130.000000 Penalty: 3086.068115
	Iteration 1F: 3 clusters Score -1302130 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1302444.375000 Penalty: 3086.068115
	Iteration 2F: 3 clusters Score -1302444 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1302720.125000 Penalty: 3086.068115
	Iteration 3Q: 3 clusters Score -1302720 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1302986.250000 Penalty: 3086.068115
	Iteration 4Q: 3 clusters Score -1302986 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1303266.500000 Penalty: 3086.068115
	Iteration 5Q: 3 clusters Score -1303266 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1303560.500000 Penalty: 3086.068115
	Iteration 6Q: 3 clusters Score -1303560 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1303903.125000 Penalty: 3086.068115
	Iteration 7Q: 3 clusters Score -1303903 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1304335.125000 Penalty: 3086.068115
	Iteration 8Q: 3 clusters Score -1304335 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1304767.625000 Penalty: 3086.068115
	Iteration 9Q: 3 clusters Score -1304768 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1305154.375000 Penalty: 3086.068115
	Iteration 10Q: 3 clusters Score -1305154 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1305422.625000 Penalty: 3086.068115
	Iteration 11Q: 3 clusters Score -1305423 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1305651.125000 Penalty: 3086.068115
	Iteration 12Q: 3 clusters Score -1305651 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1305816.625000 Penalty: 3086.068115
	Iteration 13Q: 3 clusters Score -1305817 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1305960.250000 Penalty: 3086.068115
	Iteration 14Q: 3 clusters Score -1305960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1306096.375000 Penalty: 3086.068115
	Iteration 15Q: 3 clusters Score -1306096 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1306224.375000 Penalty: 3086.068115
	Iteration 16Q: 3 clusters Score -1306224 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1306358.500000 Penalty: 3086.068115
	Iteration 17Q: 3 clusters Score -1306358 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1306467.875000 Penalty: 3086.068115
	Iteration 18Q: 3 clusters Score -1306468 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1306539.125000 Penalty: 3086.068115
	Iteration 19Q: 3 clusters Score -1306539 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1306606.500000 Penalty: 3086.068115
	Iteration 20F: 3 clusters Score -1306606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1306667.500000 Penalty: 3086.068115
	Iteration 21Q: 3 clusters Score -1306668 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1306731.875000 Penalty: 3086.068115
	Iteration 22Q: 3 clusters Score -1306732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1306779.875000 Penalty: 3086.068115
	Iteration 23Q: 3 clusters Score -1306780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1306827.000000 Penalty: 3086.068115
	Iteration 24Q: 3 clusters Score -1306827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1306861.625000 Penalty: 3086.068115
	Iteration 25Q: 3 clusters Score -1306862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1306884.875000 Penalty: 3086.068115
	Iteration 26Q: 3 clusters Score -1306885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1306898.625000 Penalty: 3086.068115
	Iteration 27Q: 3 clusters Score -1306899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1306908.625000 Penalty: 3086.068115
	Iteration 28Q: 3 clusters Score -1306909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1306925.000000 Penalty: 3086.068115
	Iteration 29Q: 3 clusters Score -1306925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1306938.750000 Penalty: 3086.068115
	Iteration 30Q: 3 clusters Score -1306939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1306950.125000 Penalty: 3086.068115
	Iteration 31Q: 3 clusters Score -1306950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1306961.750000 Penalty: 3086.068115
	Iteration 32Q: 3 clusters Score -1306962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1306970.125000 Penalty: 3086.068115
	Iteration 33Q: 3 clusters Score -1306970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1306978.375000 Penalty: 3086.068115
	Iteration 34Q: 3 clusters Score -1306978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1306986.375000 Penalty: 3086.068115
	Iteration 35Q: 3 clusters Score -1306986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1306993.000000 Penalty: 3086.068115
	Iteration 36Q: 3 clusters Score -1306993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1306996.000000 Penalty: 3086.068115
	Iteration 37Q: 3 clusters Score -1306996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1306996.875000 Penalty: 3086.068115
	Iteration 38Q: 3 clusters Score -1306997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1307002.750000 Penalty: 3086.068115
	Iteration 39Q: 3 clusters Score -1307003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1307004.875000 Penalty: 3086.068115
	Iteration 40F: 3 clusters Score -1307005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1307007.375000 Penalty: 3086.068115
	Iteration 41Q: 3 clusters Score -1307007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1307008.000000 Penalty: 3086.068115
	Iteration 42Q: 3 clusters Score -1307008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1307010.250000 Penalty: 3086.068115
	Iteration 43Q: 3 clusters Score -1307010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1307011.500000 Penalty: 3086.068115
	Iteration 44Q: 3 clusters Score -1307012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1307014.625000 Penalty: 3086.068115
	Iteration 45Q: 3 clusters Score -1307015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1307014.625000 Penalty: 3086.068115
	Iteration 46F: 3 clusters Score -1307015 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: -907859.437500 Penalty: 1498.023438
	Iteration 0F: 2 clusters Score -907859.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -900634.125000 Penalty: 2996.046875
	Iteration 0F: 3 clusters Score -900634.1 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -903116.437500 Penalty: 2996.046875
	Iteration 1F: 3 clusters Score -903116.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -903371.937500 Penalty: 2996.046875
	Iteration 2F: 3 clusters Score -903371.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -903572.437500 Penalty: 2996.046875
	Iteration 3Q: 3 clusters Score -903572.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -903726.187500 Penalty: 2996.046875
	Iteration 4Q: 3 clusters Score -903726.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -903879.562500 Penalty: 2996.046875
	Iteration 5Q: 3 clusters Score -903879.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -904013.250000 Penalty: 2996.046875
	Iteration 6Q: 3 clusters Score -904013.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -904151.937500 Penalty: 2996.046875
	Iteration 7Q: 3 clusters Score -904151.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -904283.812500 Penalty: 2996.046875
	Iteration 8Q: 3 clusters Score -904283.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -904423.125000 Penalty: 2996.046875
	Iteration 9Q: 3 clusters Score -904423.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -904577.875000 Penalty: 2996.046875
	Iteration 10Q: 3 clusters Score -904577.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -904760.312500 Penalty: 2996.046875
	Iteration 11Q: 3 clusters Score -904760.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -904993.562500 Penalty: 2996.046875
	Iteration 12Q: 3 clusters Score -904993.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -905233.937500 Penalty: 2996.046875
	Iteration 13Q: 3 clusters Score -905233.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -905467.125000 Penalty: 2996.046875
	Iteration 14Q: 3 clusters Score -905467.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -905677.187500 Penalty: 2996.046875
	Iteration 15Q: 3 clusters Score -905677.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -905839.562500 Penalty: 2996.046875
	Iteration 16Q: 3 clusters Score -905839.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -905972.250000 Penalty: 2996.046875
	Iteration 17Q: 3 clusters Score -905972.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -906084.562500 Penalty: 2996.046875
	Iteration 18Q: 3 clusters Score -906084.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -906174.312500 Penalty: 2996.046875
	Iteration 19Q: 3 clusters Score -906174.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -906242.625000 Penalty: 2996.046875
	Iteration 20F: 3 clusters Score -906242.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -906292.937500 Penalty: 2996.046875
	Iteration 21Q: 3 clusters Score -906292.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -906344.187500 Penalty: 2996.046875
	Iteration 22Q: 3 clusters Score -906344.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -906384.187500 Penalty: 2996.046875
	Iteration 23Q: 3 clusters Score -906384.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -906425.562500 Penalty: 2996.046875
	Iteration 24Q: 3 clusters Score -906425.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -906473.437500 Penalty: 2996.046875
	Iteration 25Q: 3 clusters Score -906473.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -906516.625000 Penalty: 2996.046875
	Iteration 26Q: 3 clusters Score -906516.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -906542.562500 Penalty: 2996.046875
	Iteration 27Q: 3 clusters Score -906542.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -906569.562500 Penalty: 2996.046875
	Iteration 28Q: 3 clusters Score -906569.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -906601.000000 Penalty: 2996.046875
	Iteration 29Q: 3 clusters Score -906601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -906627.687500 Penalty: 2996.046875
	Iteration 30Q: 3 clusters Score -906627.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -906651.250000 Penalty: 2996.046875
	Iteration 31Q: 3 clusters Score -906651.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -906673.062500 Penalty: 2996.046875
	Iteration 32Q: 3 clusters Score -906673.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -906698.625000 Penalty: 2996.046875
	Iteration 33Q: 3 clusters Score -906698.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -906717.000000 Penalty: 2996.046875
	Iteration 34Q: 3 clusters Score -906717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -906726.937500 Penalty: 2996.046875
	Iteration 35Q: 3 clusters Score -906726.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -906736.125000 Penalty: 2996.046875
	Iteration 36Q: 3 clusters Score -906736.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -906749.312500 Penalty: 2996.046875
	Iteration 37Q: 3 clusters Score -906749.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -906761.875000 Penalty: 2996.046875
	Iteration 38Q: 3 clusters Score -906761.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -906770.812500 Penalty: 2996.046875
	Iteration 39Q: 3 clusters Score -906770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -906772.812500 Penalty: 2996.046875
	Iteration 40F: 3 clusters Score -906772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -906777.125000 Penalty: 2996.046875
	Iteration 41Q: 3 clusters Score -906777.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -906782.750000 Penalty: 2996.046875
	Iteration 42Q: 3 clusters Score -906782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -906787.937500 Penalty: 2996.046875
	Iteration 43Q: 3 clusters Score -906787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -906790.500000 Penalty: 2996.046875
	Iteration 44Q: 3 clusters Score -906790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -906791.687500 Penalty: 2996.046875
	Iteration 45Q: 3 clusters Score -906791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -906795.937500 Penalty: 2996.046875
	Iteration 46Q: 3 clusters Score -906795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -906796.250000 Penalty: 2996.046875
	Iteration 47Q: 3 clusters Score -906796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -906796.375000 Penalty: 2996.046875
	Iteration 48Q: 3 clusters Score -906796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -906796.375000 Penalty: 2996.046875
	Iteration 49F: 3 clusters Score -906796.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Entering Unmasked Estep 
Score: -884671.875000 Penalty: 1478.653931
	Iteration 0F: 2 clusters Score -884671.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -878284.375000 Penalty: 2957.307861
	Iteration 0F: 3 clusters Score -878284.4 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -880433.937500 Penalty: 2957.307861
	Iteration 1F: 3 clusters Score -880433.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -880778.687500 Penalty: 2957.307861
	Iteration 2F: 3 clusters Score -880778.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -881029.812500 Penalty: 2957.307861
	Iteration 3F: 3 clusters Score -881029.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -881244.437500 Penalty: 2957.307861
	Iteration 4Q: 3 clusters Score -881244.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -881444.062500 Penalty: 2957.307861
	Iteration 5Q: 3 clusters Score -881444.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -881612.812500 Penalty: 2957.307861
	Iteration 6Q: 3 clusters Score -881612.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -881762.750000 Penalty: 2957.307861
	Iteration 7Q: 3 clusters Score -881762.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -881914.500000 Penalty: 2957.307861
	Iteration 8Q: 3 clusters Score -881914.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -882057.062500 Penalty: 2957.307861
	Iteration 9Q: 3 clusters Score -882057.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -882183.687500 Penalty: 2957.307861
	Iteration 10Q: 3 clusters Score -882183.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -882297.500000 Penalty: 2957.307861
	Iteration 11Q: 3 clusters Score -882297.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -882395.562500 Penalty: 2957.307861
	Iteration 12Q: 3 clusters Score -882395.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -882470.437500 Penalty: 2957.307861
	Iteration 13Q: 3 clusters Score -882470.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -882542.937500 Penalty: 2957.307861
	Iteration 14Q: 3 clusters Score -882542.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -882608.375000 Penalty: 2957.307861
	Iteration 15Q: 3 clusters Score -882608.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -882665.500000 Penalty: 2957.307861
	Iteration 16Q: 3 clusters Score -882665.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -882707.750000 Penalty: 2957.307861
	Iteration 17Q: 3 clusters Score -882707.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -882756.875000 Penalty: 2957.307861
	Iteration 18Q: 3 clusters Score -882756.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -882811.687500 Penalty: 2957.307861
	Iteration 19Q: 3 clusters Score -882811.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -882856.312500 Penalty: 2957.307861
	Iteration 20F: 3 clusters Score -882856.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -882894.875000 Penalty: 2957.307861
	Iteration 21Q: 3 clusters Score -882894.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -882937.812500 Penalty: 2957.307861
	Iteration 22Q: 3 clusters Score -882937.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -882986.375000 Penalty: 2957.307861
	Iteration 23Q: 3 clusters Score -882986.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -883017.312500 Penalty: 2957.307861
	Iteration 24Q: 3 clusters Score -883017.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -883048.687500 Penalty: 2957.307861
	Iteration 25Q: 3 clusters Score -883048.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -883093.437500 Penalty: 2957.307861
	Iteration 26Q: 3 clusters Score -883093.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -883142.500000 Penalty: 2957.307861
	Iteration 27Q: 3 clusters Score -883142.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -883186.250000 Penalty: 2957.307861
	Iteration 28Q: 3 clusters Score -883186.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -883240.062500 Penalty: 2957.307861
	Iteration 29Q: 3 clusters Score -883240.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -883288.125000 Penalty: 2957.307861
	Iteration 30Q: 3 clusters Score -883288.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -883331.062500 Penalty: 2957.307861
	Iteration 31Q: 3 clusters Score -883331.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -883382.125000 Penalty: 2957.307861
	Iteration 32Q: 3 clusters Score -883382.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -883420.625000 Penalty: 2957.307861
	Iteration 33Q: 3 clusters Score -883420.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -883461.187500 Penalty: 2957.307861
	Iteration 34Q: 3 clusters Score -883461.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -883498.437500 Penalty: 2957.307861
	Iteration 35Q: 3 clusters Score -883498.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -883527.187500 Penalty: 2957.307861
	Iteration 36Q: 3 clusters Score -883527.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -883553.562500 Penalty: 2957.307861
	Iteration 37Q: 3 clusters Score -883553.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -883579.312500 Penalty: 2957.307861
	Iteration 38Q: 3 clusters Score -883579.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -883606.500000 Penalty: 2957.307861
	Iteration 39Q: 3 clusters Score -883606.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -883633.125000 Penalty: 2957.307861
	Iteration 40F: 3 clusters Score -883633.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -883649.687500 Penalty: 2957.307861
	Iteration 41Q: 3 clusters Score -883649.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -883650.750000 Penalty: 2957.307861
	Iteration 42Q: 3 clusters Score -883650.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -883654.812500 Penalty: 2957.307861
	Iteration 43Q: 3 clusters Score -883654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -883659.375000 Penalty: 2957.307861
	Iteration 44Q: 3 clusters Score -883659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -883667.812500 Penalty: 2957.307861
	Iteration 45Q: 3 clusters Score -883667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -883670.562500 Penalty: 2957.307861
	Iteration 46Q: 3 clusters Score -883670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -883674.187500 Penalty: 2957.307861
	Iteration 47Q: 3 clusters Score -883674.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -883674.187500 Penalty: 2957.307861
	Iteration 48F: 3 clusters Score -883674.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Entering Unmasked Estep 
Score: -6096395.500000 Penalty: 1791.816772
	Iteration 0F: 2 clusters Score -6096396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -6055158.000000 Penalty: 3583.633545
	Iteration 0F: 3 clusters Score -6055158 nChanged 29105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -6072376.000000 Penalty: 3583.633545
	Iteration 1F: 3 clusters Score -6072376 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -6073417.000000 Penalty: 3583.633545
	Iteration 2Q: 3 clusters Score -6073417 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -6074611.000000 Penalty: 3583.633545
	Iteration 3Q: 3 clusters Score -6074611 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -6076062.500000 Penalty: 3583.633545
	Iteration 4F: 3 clusters Score -6076062 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -6077458.500000 Penalty: 3583.633545
	Iteration 5F: 3 clusters Score -6077458 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6078799.500000 Penalty: 3583.633545
	Iteration 6F: 3 clusters Score -6078800 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6079830.000000 Penalty: 3583.633545
	Iteration 7Q: 3 clusters Score -6079830 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -6080655.000000 Penalty: 3583.633545
	Iteration 8Q: 3 clusters Score -6080655 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -6081241.000000 Penalty: 3583.633545
	Iteration 9Q: 3 clusters Score -6081241 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -6081760.500000 Penalty: 3583.633545
	Iteration 10Q: 3 clusters Score -6081760 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -6082303.500000 Penalty: 3583.633545
	Iteration 11Q: 3 clusters Score -6082304 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -6083012.500000 Penalty: 3583.633545
	Iteration 12Q: 3 clusters Score -6083012 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -6083875.500000 Penalty: 3583.633545
	Iteration 13Q: 3 clusters Score -6083876 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6085073.000000 Penalty: 3583.633545
	Iteration 14Q: 3 clusters Score -6085073 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -6086691.000000 Penalty: 3583.633545
	Iteration 15Q: 3 clusters Score -6086691 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -6088538.500000 Penalty: 3583.633545
	Iteration 16Q: 3 clusters Score -6088538 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -6090418.500000 Penalty: 3583.633545
	Iteration 17Q: 3 clusters Score -6090418 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -6092190.000000 Penalty: 3583.633545
	Iteration 18Q: 3 clusters Score -6092190 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6093457.500000 Penalty: 3583.633545
	Iteration 19Q: 3 clusters Score -6093458 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6094321.000000 Penalty: 3583.633545
	Iteration 20F: 3 clusters Score -6094321 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6094856.000000 Penalty: 3583.633545
	Iteration 21Q: 3 clusters Score -6094856 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6095063.500000 Penalty: 3583.633545
	Iteration 22Q: 3 clusters Score -6095064 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6095167.500000 Penalty: 3583.633545
	Iteration 23Q: 3 clusters Score -6095168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6095225.500000 Penalty: 3583.633545
	Iteration 24Q: 3 clusters Score -6095226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6095277.000000 Penalty: 3583.633545
	Iteration 25Q: 3 clusters Score -6095277 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6095289.000000 Penalty: 3583.633545
	Iteration 26Q: 3 clusters Score -6095289 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6095297.500000 Penalty: 3583.633545
	Iteration 27Q: 3 clusters Score -6095298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6095320.000000 Penalty: 3583.633545
	Iteration 28Q: 3 clusters Score -6095320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6095306.500000 Penalty: 3583.633545
	Iteration 29Q: 3 clusters Score -6095306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6095312.000000 Penalty: 3583.633545
	Iteration 30Q: 3 clusters Score -6095312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6095334.000000 Penalty: 3583.633545
	Iteration 31Q: 3 clusters Score -6095334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6095328.500000 Penalty: 3583.633545
	Iteration 32Q: 3 clusters Score -6095328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6095333.000000 Penalty: 3583.633545
	Iteration 33Q: 3 clusters Score -6095333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6095336.500000 Penalty: 3583.633545
	Iteration 34Q: 3 clusters Score -6095336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6095346.500000 Penalty: 3583.633545
	Iteration 35Q: 3 clusters Score -6095346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6095344.000000 Penalty: 3583.633545
	Iteration 36Q: 3 clusters Score -6095344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6095353.000000 Penalty: 3583.633545
	Iteration 37Q: 3 clusters Score -6095353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6095354.500000 Penalty: 3583.633545
	Iteration 38Q: 3 clusters Score -6095354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6095365.500000 Penalty: 3583.633545
	Iteration 39Q: 3 clusters Score -6095366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6095371.000000 Penalty: 3583.633545
	Iteration 40F: 3 clusters Score -6095371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6095365.500000 Penalty: 3583.633545
	Iteration 41Q: 3 clusters Score -6095366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6095380.500000 Penalty: 3583.633545
	Iteration 42Q: 3 clusters Score -6095380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6095373.000000 Penalty: 3583.633545
	Iteration 43Q: 3 clusters Score -6095373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6095371.500000 Penalty: 3583.633545
	Iteration 44Q: 3 clusters Score -6095372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6095369.500000 Penalty: 3583.633545
	Iteration 45Q: 3 clusters Score -6095370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6095374.500000 Penalty: 3583.633545
	Iteration 46Q: 3 clusters Score -6095374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6095371.000000 Penalty: 3583.633545
	Iteration 47Q: 3 clusters Score -6095371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6095364.000000 Penalty: 3583.633545
	Iteration 48Q: 3 clusters Score -6095364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6095363.000000 Penalty: 3583.633545
	Iteration 49Q: 3 clusters Score -6095363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6095363.000000 Penalty: 3583.633545
	Iteration 50F: 3 clusters Score -6095363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -596285.437500 Penalty: 1412.720459
	Iteration 0F: 2 clusters Score -596285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -591674.625000 Penalty: 2825.440918
	Iteration 0F: 3 clusters Score -591674.6 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -593030.812500 Penalty: 2825.440918
	Iteration 1F: 3 clusters Score -593030.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -593249.937500 Penalty: 2825.440918
	Iteration 2F: 3 clusters Score -593249.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -593452.125000 Penalty: 2825.440918
	Iteration 3F: 3 clusters Score -593452.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -593672.562500 Penalty: 2825.440918
	Iteration 4F: 3 clusters Score -593672.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -593878.937500 Penalty: 2825.440918
	Iteration 5F: 3 clusters Score -593878.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -594063.062500 Penalty: 2825.440918
	Iteration 6F: 3 clusters Score -594063.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -594264.312500 Penalty: 2825.440918
	Iteration 7Q: 3 clusters Score -594264.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -594477.687500 Penalty: 2825.440918
	Iteration 8F: 3 clusters Score -594477.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -594700.562500 Penalty: 2825.440918
	Iteration 9F: 3 clusters Score -594700.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -594893.500000 Penalty: 2825.440918
	Iteration 10Q: 3 clusters Score -594893.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -595065.687500 Penalty: 2825.440918
	Iteration 11Q: 3 clusters Score -595065.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -595211.562500 Penalty: 2825.440918
	Iteration 12Q: 3 clusters Score -595211.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -595311.062500 Penalty: 2825.440918
	Iteration 13Q: 3 clusters Score -595311.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -595403.125000 Penalty: 2825.440918
	Iteration 14Q: 3 clusters Score -595403.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -595494.687500 Penalty: 2825.440918
	Iteration 15Q: 3 clusters Score -595494.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -595571.437500 Penalty: 2825.440918
	Iteration 16Q: 3 clusters Score -595571.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -595615.875000 Penalty: 2825.440918
	Iteration 17Q: 3 clusters Score -595615.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -595649.250000 Penalty: 2825.440918
	Iteration 18Q: 3 clusters Score -595649.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -595678.375000 Penalty: 2825.440918
	Iteration 19Q: 3 clusters Score -595678.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -595697.937500 Penalty: 2825.440918
	Iteration 20F: 3 clusters Score -595697.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -595713.187500 Penalty: 2825.440918
	Iteration 21Q: 3 clusters Score -595713.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -595725.500000 Penalty: 2825.440918
	Iteration 22Q: 3 clusters Score -595725.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -595733.687500 Penalty: 2825.440918
	Iteration 23Q: 3 clusters Score -595733.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -595741.625000 Penalty: 2825.440918
	Iteration 24Q: 3 clusters Score -595741.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -595746.250000 Penalty: 2825.440918
	Iteration 25Q: 3 clusters Score -595746.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -595758.375000 Penalty: 2825.440918
	Iteration 26Q: 3 clusters Score -595758.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -595766.937500 Penalty: 2825.440918
	Iteration 27Q: 3 clusters Score -595766.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -595780.562500 Penalty: 2825.440918
	Iteration 28Q: 3 clusters Score -595780.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -595794.125000 Penalty: 2825.440918
	Iteration 29Q: 3 clusters Score -595794.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -595799.000000 Penalty: 2825.440918
	Iteration 30Q: 3 clusters Score -595799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -595804.312500 Penalty: 2825.440918
	Iteration 31Q: 3 clusters Score -595804.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -595807.750000 Penalty: 2825.440918
	Iteration 32Q: 3 clusters Score -595807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -595810.312500 Penalty: 2825.440918
	Iteration 33Q: 3 clusters Score -595810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -595811.187500 Penalty: 2825.440918
	Iteration 34Q: 3 clusters Score -595811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -595811.812500 Penalty: 2825.440918
	Iteration 35Q: 3 clusters Score -595811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -595811.437500 Penalty: 2825.440918
	Iteration 36Q: 3 clusters Score -595811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -595811.437500 Penalty: 2825.440918
	Iteration 37F: 3 clusters Score -595811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -73225.851562 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -73225.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -71929.921875 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -71929.92 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72128.531250 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -72128.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72195.734375 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -72195.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72238.929688 Penalty: 2171.685303
	Iteration 3Q: 3 clusters Score -72238.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72259.929688 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -72259.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72270.414062 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -72270.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72272.257812 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -72272.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72272.257812 Penalty: 2171.685303
	Iteration 7F: 3 clusters Score -72272.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -73037.523438 Penalty: 1083.999512
	Iteration 0F: 2 clusters Score -73037.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71756.367188 Penalty: 2167.999023
	Iteration 0F: 3 clusters Score -71756.37 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -72037.812500 Penalty: 2167.999023
	Iteration 1F: 3 clusters Score -72037.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72171.375000 Penalty: 2167.999023
	Iteration 2F: 3 clusters Score -72171.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72250.664062 Penalty: 2167.999023
	Iteration 3F: 3 clusters Score -72250.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72319.070312 Penalty: 2167.999023
	Iteration 4F: 3 clusters Score -72319.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -72408.812500 Penalty: 2167.999023
	Iteration 5Q: 3 clusters Score -72408.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -72531.773438 Penalty: 2167.999023
	Iteration 6Q: 3 clusters Score -72531.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -72662.476562 Penalty: 2167.999023
	Iteration 7F: 3 clusters Score -72662.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -72731.734375 Penalty: 2167.999023
	Iteration 8Q: 3 clusters Score -72731.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -72783.890625 Penalty: 2167.999023
	Iteration 9Q: 3 clusters Score -72783.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -72825.484375 Penalty: 2167.999023
	Iteration 10Q: 3 clusters Score -72825.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72840.859375 Penalty: 2167.999023
	Iteration 11Q: 3 clusters Score -72840.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -72851.156250 Penalty: 2167.999023
	Iteration 12Q: 3 clusters Score -72851.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72858.460938 Penalty: 2167.999023
	Iteration 13Q: 3 clusters Score -72858.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72863.632812 Penalty: 2167.999023
	Iteration 14Q: 3 clusters Score -72863.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72865.523438 Penalty: 2167.999023
	Iteration 15Q: 3 clusters Score -72865.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72867.015625 Penalty: 2167.999023
	Iteration 16Q: 3 clusters Score -72867.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -72867.015625 Penalty: 2167.999023
	Iteration 17F: 3 clusters Score -72867.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Entering Unmasked Estep 
Score: -398091.656250 Penalty: 1359.610840
	Iteration 0F: 2 clusters Score -398091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -394615.031250 Penalty: 2719.221680
	Iteration 0F: 3 clusters Score -394615 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -395776.000000 Penalty: 2719.221680
	Iteration 1F: 3 clusters Score -395776 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -396350.375000 Penalty: 2719.221680
	Iteration 2F: 3 clusters Score -396350.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -397086.531250 Penalty: 2719.221680
	Iteration 3F: 3 clusters Score -397086.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -397832.500000 Penalty: 2719.221680
	Iteration 4F: 3 clusters Score -397832.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -398367.031250 Penalty: 2719.221680
	Iteration 5F: 3 clusters Score -398367 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -398541.937500 Penalty: 2719.221680
	Iteration 6F: 3 clusters Score -398541.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -398591.968750 Penalty: 2719.221680
	Iteration 7Q: 3 clusters Score -398592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -398611.625000 Penalty: 2719.221680
	Iteration 8Q: 3 clusters Score -398611.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -398621.875000 Penalty: 2719.221680
	Iteration 9Q: 3 clusters Score -398621.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -398627.937500 Penalty: 2719.221680
	Iteration 10Q: 3 clusters Score -398627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -398631.500000 Penalty: 2719.221680
	Iteration 11Q: 3 clusters Score -398631.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -398633.656250 Penalty: 2719.221680
	Iteration 12Q: 3 clusters Score -398633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -398635.687500 Penalty: 2719.221680
	Iteration 13Q: 3 clusters Score -398635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -398636.875000 Penalty: 2719.221680
	Iteration 14Q: 3 clusters Score -398636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -398638.781250 Penalty: 2719.221680
	Iteration 15Q: 3 clusters Score -398638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -398639.250000 Penalty: 2719.221680
	Iteration 16Q: 3 clusters Score -398639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -398639.281250 Penalty: 2719.221680
	Iteration 17Q: 3 clusters Score -398639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -398639.531250 Penalty: 2719.221680
	Iteration 18Q: 3 clusters Score -398639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -398640.531250 Penalty: 2719.221680
	Iteration 19Q: 3 clusters Score -398640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -398640.125000 Penalty: 2719.221680
	Iteration 20F: 3 clusters Score -398640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 105727 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 13915 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 6013 members 
Mstep: Class 7 contains 21216 members 
Mstep: Class 8 contains 19030 members 
Mstep: Class 9 contains 126712 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 12992 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 61486 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 798 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 954 members 
Mstep: Class 23 contains 3214 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 3292 members 
Mstep: Class 26 contains 18268 members 
Mstep: Class 27 contains 3348 members 
Entering Unmasked Estep 
Score: -52413548.000000 Penalty: 57955.015625
Splitting cluster 22 changes total score from -52413708.000000 to -52413548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -309973.125000 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -309973.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -307156.937500 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -307156.9 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -307846.750000 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -307846.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -308012.625000 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -308012.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -308159.437500 Penalty: 2624.463379
	Iteration 3F: 3 clusters Score -308159.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -308296.250000 Penalty: 2624.463379
	Iteration 4F: 3 clusters Score -308296.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -308438.343750 Penalty: 2624.463379
	Iteration 5F: 3 clusters Score -308438.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -308568.750000 Penalty: 2624.463379
	Iteration 6F: 3 clusters Score -308568.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -308671.781250 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -308671.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -308760.656250 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -308760.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -308824.156250 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -308824.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -308875.968750 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -308876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -308909.812500 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -308909.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -308929.968750 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -308930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -308944.062500 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -308944.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -308953.593750 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -308953.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -308961.968750 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -308962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -308980.812500 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -308980.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -308996.750000 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -308996.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -309010.468750 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -309010.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -309020.656250 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -309020.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -309032.593750 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -309032.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -309049.312500 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -309049.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -309059.218750 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -309059.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -309062.687500 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -309062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -309065.218750 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -309065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -309066.718750 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -309066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -309068.062500 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -309068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -309069.031250 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -309069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -309069.468750 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -309069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -309071.031250 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -309071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -309072.125000 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -309072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -309071.937500 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -309071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -309072.843750 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -309072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -309073.500000 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -309073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -309073.500000 Penalty: 2624.463379
	Iteration 34F: 3 clusters Score -309073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Entering Unmasked Estep 
Score: -1128468.125000 Penalty: 1515.689941
	Iteration 0F: 2 clusters Score -1128468 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 5682 members 
Entering Unmasked Estep 
Score: -1120481.250000 Penalty: 3031.379883
	Iteration 0F: 3 clusters Score -1120481 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1123044.750000 Penalty: 3031.379883
	Iteration 1F: 3 clusters Score -1123045 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1123266.875000 Penalty: 3031.379883
	Iteration 2F: 3 clusters Score -1123267 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1123459.250000 Penalty: 3031.379883
	Iteration 3Q: 3 clusters Score -1123459 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1123671.250000 Penalty: 3031.379883
	Iteration 4Q: 3 clusters Score -1123671 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1123940.500000 Penalty: 3031.379883
	Iteration 5Q: 3 clusters Score -1123940 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1124313.500000 Penalty: 3031.379883
	Iteration 6F: 3 clusters Score -1124314 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1124783.125000 Penalty: 3031.379883
	Iteration 7F: 3 clusters Score -1124783 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1125316.750000 Penalty: 3031.379883
	Iteration 8F: 3 clusters Score -1125317 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1125842.125000 Penalty: 3031.379883
	Iteration 9F: 3 clusters Score -1125842 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1126283.250000 Penalty: 3031.379883
	Iteration 10Q: 3 clusters Score -1126283 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1126617.250000 Penalty: 3031.379883
	Iteration 11Q: 3 clusters Score -1126617 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1126821.875000 Penalty: 3031.379883
	Iteration 12Q: 3 clusters Score -1126822 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1126940.250000 Penalty: 3031.379883
	Iteration 13Q: 3 clusters Score -1126940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1127008.625000 Penalty: 3031.379883
	Iteration 14Q: 3 clusters Score -1127009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1127050.000000 Penalty: 3031.379883
	Iteration 15Q: 3 clusters Score -1127050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1127080.875000 Penalty: 3031.379883
	Iteration 16Q: 3 clusters Score -1127081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1127100.625000 Penalty: 3031.379883
	Iteration 17Q: 3 clusters Score -1127101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1127112.000000 Penalty: 3031.379883
	Iteration 18Q: 3 clusters Score -1127112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1127132.375000 Penalty: 3031.379883
	Iteration 19Q: 3 clusters Score -1127132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1127147.250000 Penalty: 3031.379883
	Iteration 20F: 3 clusters Score -1127147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1127158.875000 Penalty: 3031.379883
	Iteration 21Q: 3 clusters Score -1127159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1127161.250000 Penalty: 3031.379883
	Iteration 22Q: 3 clusters Score -1127161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1127167.625000 Penalty: 3031.379883
	Iteration 23Q: 3 clusters Score -1127168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1127172.750000 Penalty: 3031.379883
	Iteration 24Q: 3 clusters Score -1127173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1127175.875000 Penalty: 3031.379883
	Iteration 25Q: 3 clusters Score -1127176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1127179.750000 Penalty: 3031.379883
	Iteration 26Q: 3 clusters Score -1127180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1127182.625000 Penalty: 3031.379883
	Iteration 27Q: 3 clusters Score -1127183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1127182.625000 Penalty: 3031.379883
	Iteration 28F: 3 clusters Score -1127183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -315327.281250 Penalty: 1316.128296
	Iteration 0F: 2 clusters Score -315327.3 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 1694 members 
Entering Unmasked Estep 
Score: -312447.500000 Penalty: 2632.256592
	Iteration 0F: 3 clusters Score -312447.5 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -313128.687500 Penalty: 2632.256592
	Iteration 1F: 3 clusters Score -313128.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -313275.093750 Penalty: 2632.256592
	Iteration 2F: 3 clusters Score -313275.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -313359.843750 Penalty: 2632.256592
	Iteration 3F: 3 clusters Score -313359.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -313419.281250 Penalty: 2632.256592
	Iteration 4Q: 3 clusters Score -313419.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -313452.656250 Penalty: 2632.256592
	Iteration 5Q: 3 clusters Score -313452.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -313477.062500 Penalty: 2632.256592
	Iteration 6Q: 3 clusters Score -313477.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -313493.937500 Penalty: 2632.256592
	Iteration 7Q: 3 clusters Score -313493.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -313506.531250 Penalty: 2632.256592
	Iteration 8Q: 3 clusters Score -313506.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -313518.656250 Penalty: 2632.256592
	Iteration 9Q: 3 clusters Score -313518.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -313530.500000 Penalty: 2632.256592
	Iteration 10Q: 3 clusters Score -313530.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -313537.906250 Penalty: 2632.256592
	Iteration 11Q: 3 clusters Score -313537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -313548.843750 Penalty: 2632.256592
	Iteration 12Q: 3 clusters Score -313548.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -313566.093750 Penalty: 2632.256592
	Iteration 13Q: 3 clusters Score -313566.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -313582.281250 Penalty: 2632.256592
	Iteration 14Q: 3 clusters Score -313582.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -313604.406250 Penalty: 2632.256592
	Iteration 15Q: 3 clusters Score -313604.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -313628.718750 Penalty: 2632.256592
	Iteration 16Q: 3 clusters Score -313628.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -313658.156250 Penalty: 2632.256592
	Iteration 17Q: 3 clusters Score -313658.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -313686.593750 Penalty: 2632.256592
	Iteration 18Q: 3 clusters Score -313686.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -313718.375000 Penalty: 2632.256592
	Iteration 19Q: 3 clusters Score -313718.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -313746.781250 Penalty: 2632.256592
	Iteration 20F: 3 clusters Score -313746.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -313773.656250 Penalty: 2632.256592
	Iteration 21Q: 3 clusters Score -313773.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -313799.125000 Penalty: 2632.256592
	Iteration 22Q: 3 clusters Score -313799.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -313825.343750 Penalty: 2632.256592
	Iteration 23Q: 3 clusters Score -313825.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -313855.625000 Penalty: 2632.256592
	Iteration 24Q: 3 clusters Score -313855.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -313879.500000 Penalty: 2632.256592
	Iteration 25Q: 3 clusters Score -313879.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -313901.843750 Penalty: 2632.256592
	Iteration 26Q: 3 clusters Score -313901.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -313927.187500 Penalty: 2632.256592
	Iteration 27Q: 3 clusters Score -313927.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -313955.781250 Penalty: 2632.256592
	Iteration 28Q: 3 clusters Score -313955.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -313984.781250 Penalty: 2632.256592
	Iteration 29Q: 3 clusters Score -313984.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -314019.687500 Penalty: 2632.256592
	Iteration 30Q: 3 clusters Score -314019.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -314050.500000 Penalty: 2632.256592
	Iteration 31Q: 3 clusters Score -314050.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -314081.750000 Penalty: 2632.256592
	Iteration 32Q: 3 clusters Score -314081.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -314101.437500 Penalty: 2632.256592
	Iteration 33Q: 3 clusters Score -314101.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -314125.718750 Penalty: 2632.256592
	Iteration 34Q: 3 clusters Score -314125.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -314145.187500 Penalty: 2632.256592
	Iteration 35Q: 3 clusters Score -314145.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -314164.968750 Penalty: 2632.256592
	Iteration 36Q: 3 clusters Score -314165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -314185.343750 Penalty: 2632.256592
	Iteration 37Q: 3 clusters Score -314185.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -314199.781250 Penalty: 2632.256592
	Iteration 38Q: 3 clusters Score -314199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -314215.531250 Penalty: 2632.256592
	Iteration 39Q: 3 clusters Score -314215.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -314224.468750 Penalty: 2632.256592
	Iteration 40F: 3 clusters Score -314224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -314234.343750 Penalty: 2632.256592
	Iteration 41Q: 3 clusters Score -314234.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -314242.125000 Penalty: 2632.256592
	Iteration 42Q: 3 clusters Score -314242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -314249.218750 Penalty: 2632.256592
	Iteration 43Q: 3 clusters Score -314249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -314256.062500 Penalty: 2632.256592
	Iteration 44Q: 3 clusters Score -314256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -314259.812500 Penalty: 2632.256592
	Iteration 45Q: 3 clusters Score -314259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -314265.031250 Penalty: 2632.256592
	Iteration 46Q: 3 clusters Score -314265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -314269.687500 Penalty: 2632.256592
	Iteration 47Q: 3 clusters Score -314269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -314273.500000 Penalty: 2632.256592
	Iteration 48Q: 3 clusters Score -314273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -314279.031250 Penalty: 2632.256592
	Iteration 49Q: 3 clusters Score -314279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -314282.687500 Penalty: 2632.256592
	Iteration 50Q: 3 clusters Score -314282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -314287.000000 Penalty: 2632.256592
	Iteration 51Q: 3 clusters Score -314287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -314287.968750 Penalty: 2632.256592
	Iteration 52Q: 3 clusters Score -314288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -314289.312500 Penalty: 2632.256592
	Iteration 53Q: 3 clusters Score -314289.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -314289.312500 Penalty: 2632.256592
	Iteration 54F: 3 clusters Score -314289.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Entering Unmasked Estep 
Score: -1809984.375000 Penalty: 1594.597290
	Iteration 0F: 2 clusters Score -1809984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1797362.875000 Penalty: 3189.194580
	Iteration 0F: 3 clusters Score -1797363 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1801987.000000 Penalty: 3189.194580
	Iteration 1F: 3 clusters Score -1801987 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1802324.500000 Penalty: 3189.194580
	Iteration 2F: 3 clusters Score -1802324 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1802629.375000 Penalty: 3189.194580
	Iteration 3Q: 3 clusters Score -1802629 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1802936.875000 Penalty: 3189.194580
	Iteration 4Q: 3 clusters Score -1802937 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1803297.125000 Penalty: 3189.194580
	Iteration 5Q: 3 clusters Score -1803297 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1803792.250000 Penalty: 3189.194580
	Iteration 6F: 3 clusters Score -1803792 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1804379.875000 Penalty: 3189.194580
	Iteration 7F: 3 clusters Score -1804380 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1805139.500000 Penalty: 3189.194580
	Iteration 8F: 3 clusters Score -1805140 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1805923.875000 Penalty: 3189.194580
	Iteration 9F: 3 clusters Score -1805924 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1806702.625000 Penalty: 3189.194580
	Iteration 10F: 3 clusters Score -1806703 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -1807362.750000 Penalty: 3189.194580
	Iteration 11Q: 3 clusters Score -1807363 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1807814.250000 Penalty: 3189.194580
	Iteration 12Q: 3 clusters Score -1807814 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1808104.125000 Penalty: 3189.194580
	Iteration 13Q: 3 clusters Score -1808104 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -1808321.750000 Penalty: 3189.194580
	Iteration 14Q: 3 clusters Score -1808322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1808457.625000 Penalty: 3189.194580
	Iteration 15Q: 3 clusters Score -1808458 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -1808552.500000 Penalty: 3189.194580
	Iteration 16Q: 3 clusters Score -1808552 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1808648.250000 Penalty: 3189.194580
	Iteration 17Q: 3 clusters Score -1808648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1808720.500000 Penalty: 3189.194580
	Iteration 18Q: 3 clusters Score -1808720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1808754.000000 Penalty: 3189.194580
	Iteration 19Q: 3 clusters Score -1808754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1808773.625000 Penalty: 3189.194580
	Iteration 20F: 3 clusters Score -1808774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1808781.750000 Penalty: 3189.194580
	Iteration 21Q: 3 clusters Score -1808782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1808784.125000 Penalty: 3189.194580
	Iteration 22Q: 3 clusters Score -1808784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -1808789.875000 Penalty: 3189.194580
	Iteration 23Q: 3 clusters Score -1808790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1808794.250000 Penalty: 3189.194580
	Iteration 24Q: 3 clusters Score -1808794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1808794.000000 Penalty: 3189.194580
	Iteration 25Q: 3 clusters Score -1808794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -1808794.000000 Penalty: 3189.194580
	Iteration 26F: 3 clusters Score -1808794 nChanged 0
--- Evaluating fit on full set of 1635949 points ---
Entering Unmasked Estep 
Score: -157129152.000000 Penalty: 60450.175781
20->27 Clusters: Score -157129152.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 545316 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 27283 members 
Mstep: Class 3 contains 27257 members 
Mstep: Class 4 contains 27231 members 
Mstep: Class 5 contains 27310 members 
Mstep: Class 6 contains 27181 members 
Mstep: Class 7 contains 27197 members 
Mstep: Class 8 contains 27405 members 
Mstep: Class 9 contains 27022 members 
Mstep: Class 10 contains 27127 members 
Mstep: Class 11 contains 27156 members 
Mstep: Class 12 contains 27508 members 
Mstep: Class 13 contains 27255 members 
Mstep: Class 14 contains 27372 members 
Mstep: Class 15 contains 27517 members 
Mstep: Class 16 contains 27195 members 
Mstep: Class 17 contains 27230 members 
Mstep: Class 18 contains 27232 members 
Mstep: Class 19 contains 27366 members 
Mstep: Class 20 contains 27264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 970.081055 but Gain 2146.480469
Score: -50085072.000000 Penalty: 40783.160156
Iteration 0F: 20 clusters Score -5.008507e+07 nChanged 516689
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 2 contains 29473 members 
Mstep: Class 3 contains 43325 members 
Mstep: Class 4 contains 31215 members 
Mstep: Class 5 contains 25490 members 
Mstep: Class 6 contains 24546 members 
Mstep: Class 7 contains 29168 members 
Mstep: Class 8 contains 33717 members 
Mstep: Class 9 contains 22956 members 
Mstep: Class 10 contains 23242 members 
Mstep: Class 11 contains 25831 members 
Mstep: Class 12 contains 10081 members 
Mstep: Class 13 contains 35385 members 
Mstep: Class 14 contains 54566 members 
Mstep: Class 15 contains 20558 members 
Mstep: Class 16 contains 22405 members 
Mstep: Class 17 contains 40282 members 
Mstep: Class 18 contains 19745 members 
Mstep: Class 19 contains 29458 members 
Mstep: Class 20 contains 23745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51301756.000000 Penalty: 40783.160156
Iteration 1F: 20 clusters Score -5.130176e+07 nChanged 199180
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 2 contains 19309 members 
Mstep: Class 3 contains 47065 members 
Mstep: Class 4 contains 41919 members 
Mstep: Class 5 contains 24912 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 28877 members 
Mstep: Class 8 contains 29524 members 
Mstep: Class 9 contains 31950 members 
Mstep: Class 10 contains 24266 members 
Mstep: Class 11 contains 19508 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 48005 members 
Mstep: Class 14 contains 57019 members 
Mstep: Class 15 contains 15155 members 
Mstep: Class 16 contains 18516 members 
Mstep: Class 17 contains 43548 members 
Mstep: Class 18 contains 13014 members 
Mstep: Class 19 contains 28515 members 
Mstep: Class 20 contains 24650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51691080.000000 Penalty: 40783.160156
Iteration 2F: 20 clusters Score -5.169108e+07 nChanged 157504
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 2 contains 16523 members 
Mstep: Class 3 contains 56575 members 
Mstep: Class 4 contains 47019 members 
Mstep: Class 5 contains 21850 members 
Mstep: Class 6 contains 23045 members 
Mstep: Class 7 contains 27506 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 37415 members 
Mstep: Class 10 contains 23838 members 
Mstep: Class 11 contains 12667 members 
Mstep: Class 12 contains 5725 members 
Mstep: Class 13 contains 59804 members 
Mstep: Class 14 contains 56724 members 
Mstep: Class 15 contains 9234 members 
Mstep: Class 16 contains 14927 members 
Mstep: Class 17 contains 44790 members 
Mstep: Class 18 contains 7376 members 
Mstep: Class 19 contains 31964 members 
Mstep: Class 20 contains 21588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51914628.000000 Penalty: 40783.160156
Iteration 3F: 20 clusters Score -5.191463e+07 nChanged 117566
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 15542 members 
Mstep: Class 3 contains 67919 members 
Mstep: Class 4 contains 49149 members 
Mstep: Class 5 contains 18728 members 
Mstep: Class 6 contains 21602 members 
Mstep: Class 7 contains 25182 members 
Mstep: Class 8 contains 25149 members 
Mstep: Class 9 contains 41160 members 
Mstep: Class 10 contains 21608 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 5478 members 
Mstep: Class 13 contains 71983 members 
Mstep: Class 14 contains 55140 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 11083 members 
Mstep: Class 17 contains 45803 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 34407 members 
Mstep: Class 20 contains 16337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52045708.000000 Penalty: 40783.160156
Iteration 4F: 20 clusters Score -5.204571e+07 nChanged 87072
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 2 contains 14608 members 
Mstep: Class 3 contains 74478 members 
Mstep: Class 4 contains 49083 members 
Mstep: Class 5 contains 16802 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 23366 members 
Mstep: Class 8 contains 25772 members 
Mstep: Class 9 contains 44732 members 
Mstep: Class 10 contains 18944 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 85555 members 
Mstep: Class 14 contains 53797 members 
Mstep: Class 15 contains 3394 members 
Mstep: Class 16 contains 7986 members 
Mstep: Class 17 contains 45522 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 35157 members 
Mstep: Class 20 contains 10899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52127560.000000 Penalty: 40783.160156
Iteration 5F: 20 clusters Score -5.212756e+07 nChanged 67153
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 2 contains 13601 members 
Mstep: Class 3 contains 77045 members 
Mstep: Class 4 contains 47704 members 
Mstep: Class 5 contains 15912 members 
Mstep: Class 6 contains 16792 members 
Mstep: Class 7 contains 22414 members 
Mstep: Class 8 contains 26963 members 
Mstep: Class 9 contains 48426 members 
Mstep: Class 10 contains 16476 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 100330 members 
Mstep: Class 14 contains 52206 members 
Mstep: Class 15 contains 2445 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 17 contains 43817 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 34294 members 
Mstep: Class 20 contains 6562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52182728.000000 Penalty: 40783.160156
Iteration 6F: 20 clusters Score -5.218273e+07 nChanged 52683
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 2 contains 12748 members 
Mstep: Class 3 contains 77631 members 
Mstep: Class 4 contains 45500 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 14233 members 
Mstep: Class 7 contains 22592 members 
Mstep: Class 8 contains 27740 members 
Mstep: Class 9 contains 52121 members 
Mstep: Class 10 contains 14055 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 115265 members 
Mstep: Class 14 contains 50212 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 41506 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 32038 members 
Mstep: Class 20 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1742.811646 but Gain 2146.480469
Score: -52221956.000000 Penalty: 38636.679688
Iteration 7F: 19 clusters Score -5.222196e+07 nChanged 43186
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 2 contains 11953 members 
Mstep: Class 3 contains 77574 members 
Mstep: Class 4 contains 42933 members 
Mstep: Class 5 contains 15416 members 
Mstep: Class 6 contains 12234 members 
Mstep: Class 7 contains 23275 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 55906 members 
Mstep: Class 10 contains 11863 members 
Mstep: Class 11 contains 4939 members 
Mstep: Class 12 contains 2971 members 
Mstep: Class 13 contains 129818 members 
Mstep: Class 14 contains 48109 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 39086 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 29417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52250660.000000 Penalty: 38636.679688
Iteration 8F: 19 clusters Score -5.225066e+07 nChanged 31988
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 76902 members 
Mstep: Class 4 contains 39887 members 
Mstep: Class 5 contains 15384 members 
Mstep: Class 6 contains 11045 members 
Mstep: Class 7 contains 23928 members 
Mstep: Class 8 contains 28829 members 
Mstep: Class 9 contains 59080 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 2667 members 
Mstep: Class 13 contains 142274 members 
Mstep: Class 14 contains 45674 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 5233 members 
Mstep: Class 17 contains 36285 members 
Mstep: Class 18 contains 3752 members 
Mstep: Class 19 contains 26644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52267912.000000 Penalty: 38636.679688
Iteration 9F: 19 clusters Score -5.226791e+07 nChanged 26083
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 10547 members 
Mstep: Class 3 contains 76032 members 
Mstep: Class 4 contains 36816 members 
Mstep: Class 5 contains 15367 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 24566 members 
Mstep: Class 8 contains 29102 members 
Mstep: Class 9 contains 61823 members 
Mstep: Class 10 contains 8423 members 
Mstep: Class 11 contains 3911 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 153462 members 
Mstep: Class 14 contains 43436 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 4945 members 
Mstep: Class 17 contains 33435 members 
Mstep: Class 18 contains 3689 members 
Mstep: Class 19 contains 24396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52281360.000000 Penalty: 38636.679688
Iteration 10Q: 19 clusters Score -5.228136e+07 nChanged 22405
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 9948 members 
Mstep: Class 3 contains 75110 members 
Mstep: Class 4 contains 33450 members 
Mstep: Class 5 contains 15420 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 25078 members 
Mstep: Class 8 contains 29227 members 
Mstep: Class 9 contains 64236 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 163958 members 
Mstep: Class 14 contains 41439 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 4614 members 
Mstep: Class 17 contains 30301 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 22634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52296412.000000 Penalty: 38636.679688
Iteration 11Q: 19 clusters Score -5.229641e+07 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 9413 members 
Mstep: Class 3 contains 73928 members 
Mstep: Class 4 contains 29355 members 
Mstep: Class 5 contains 15542 members 
Mstep: Class 6 contains 9580 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 29140 members 
Mstep: Class 9 contains 66375 members 
Mstep: Class 10 contains 6229 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 2708 members 
Mstep: Class 13 contains 175663 members 
Mstep: Class 14 contains 39594 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 26755 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 20908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52308872.000000 Penalty: 38636.679688
Iteration 12Q: 19 clusters Score -5.230887e+07 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 8964 members 
Mstep: Class 3 contains 72605 members 
Mstep: Class 4 contains 25072 members 
Mstep: Class 5 contains 15734 members 
Mstep: Class 6 contains 9372 members 
Mstep: Class 7 contains 25942 members 
Mstep: Class 8 contains 29048 members 
Mstep: Class 9 contains 68062 members 
Mstep: Class 10 contains 5342 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 187696 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 16 contains 3787 members 
Mstep: Class 17 contains 23260 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 18988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52314744.000000 Penalty: 38636.679688
Iteration 13Q: 19 clusters Score -5.231474e+07 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 8641 members 
Mstep: Class 3 contains 71536 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 15978 members 
Mstep: Class 6 contains 9216 members 
Mstep: Class 7 contains 26228 members 
Mstep: Class 8 contains 28971 members 
Mstep: Class 9 contains 69550 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 197619 members 
Mstep: Class 14 contains 36615 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 20478 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 17097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52315564.000000 Penalty: 38636.679688
Iteration 14Q: 19 clusters Score -5.231556e+07 nChanged 14324
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 70780 members 
Mstep: Class 4 contains 19583 members 
Mstep: Class 5 contains 16238 members 
Mstep: Class 6 contains 9114 members 
Mstep: Class 7 contains 26418 members 
Mstep: Class 8 contains 28937 members 
Mstep: Class 9 contains 70786 members 
Mstep: Class 10 contains 4291 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 3230 members 
Mstep: Class 13 contains 204109 members 
Mstep: Class 14 contains 35488 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 3066 members 
Mstep: Class 17 contains 18497 members 
Mstep: Class 18 contains 3226 members 
Mstep: Class 19 contains 15679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52315132.000000 Penalty: 38636.679688
Iteration 15Q: 19 clusters Score -5.231513e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 8289 members 
Mstep: Class 3 contains 70193 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 5 contains 16471 members 
Mstep: Class 6 contains 9054 members 
Mstep: Class 7 contains 26553 members 
Mstep: Class 8 contains 28837 members 
Mstep: Class 9 contains 71800 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 208117 members 
Mstep: Class 14 contains 34566 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 17039 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 19 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52314952.000000 Penalty: 38636.679688
Iteration 16Q: 19 clusters Score -5.231495e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 69660 members 
Mstep: Class 4 contains 18246 members 
Mstep: Class 5 contains 16667 members 
Mstep: Class 6 contains 9035 members 
Mstep: Class 7 contains 26654 members 
Mstep: Class 8 contains 28793 members 
Mstep: Class 9 contains 72636 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 2745 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 210487 members 
Mstep: Class 14 contains 33900 members 
Mstep: Class 15 contains 4771 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 3247 members 
Mstep: Class 19 contains 14217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52315216.000000 Penalty: 38636.679688
Iteration 17Q: 19 clusters Score -5.231522e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 8013 members 
Mstep: Class 3 contains 69151 members 
Mstep: Class 4 contains 18142 members 
Mstep: Class 5 contains 16787 members 
Mstep: Class 6 contains 9041 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 28693 members 
Mstep: Class 9 contains 73354 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 2598 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 211879 members 
Mstep: Class 14 contains 33414 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 15120 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52315308.000000 Penalty: 38636.679688
Iteration 18Q: 19 clusters Score -5.231531e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 68656 members 
Mstep: Class 4 contains 18168 members 
Mstep: Class 5 contains 16840 members 
Mstep: Class 6 contains 9047 members 
Mstep: Class 7 contains 26797 members 
Mstep: Class 8 contains 28600 members 
Mstep: Class 9 contains 73928 members 
Mstep: Class 10 contains 4254 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 212774 members 
Mstep: Class 14 contains 33068 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 14482 members 
Mstep: Class 18 contains 3598 members 
Mstep: Class 19 contains 13713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52315384.000000 Penalty: 38636.679688
Iteration 19Q: 19 clusters Score -5.231538e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7852 members 
Mstep: Class 3 contains 68213 members 
Mstep: Class 4 contains 18213 members 
Mstep: Class 5 contains 16846 members 
Mstep: Class 6 contains 9066 members 
Mstep: Class 7 contains 26849 members 
Mstep: Class 8 contains 28613 members 
Mstep: Class 9 contains 74397 members 
Mstep: Class 10 contains 4354 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 213350 members 
Mstep: Class 14 contains 32783 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 2070 members 
Mstep: Class 17 contains 14028 members 
Mstep: Class 18 contains 3778 members 
Mstep: Class 19 contains 13565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52316912.000000 Penalty: 38636.679688
Iteration 20F: 19 clusters Score -5.231691e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 2 contains 7472 members 
Mstep: Class 3 contains 67664 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 16759 members 
Mstep: Class 6 contains 9083 members 
Mstep: Class 7 contains 26876 members 
Mstep: Class 8 contains 28517 members 
Mstep: Class 9 contains 74755 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 3702 members 
Mstep: Class 13 contains 213676 members 
Mstep: Class 14 contains 32546 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 13676 members 
Mstep: Class 18 contains 4201 members 
Mstep: Class 19 contains 13528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52318984.000000 Penalty: 38636.679688
Iteration 21Q: 19 clusters Score -5.231898e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 67117 members 
Mstep: Class 4 contains 18516 members 
Mstep: Class 5 contains 16641 members 
Mstep: Class 6 contains 9107 members 
Mstep: Class 7 contains 26917 members 
Mstep: Class 8 contains 28328 members 
Mstep: Class 9 contains 75084 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 3804 members 
Mstep: Class 13 contains 213849 members 
Mstep: Class 14 contains 32333 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 13424 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 13533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52320764.000000 Penalty: 38636.679688
Iteration 22Q: 19 clusters Score -5.232076e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 66553 members 
Mstep: Class 4 contains 18655 members 
Mstep: Class 5 contains 16534 members 
Mstep: Class 6 contains 9134 members 
Mstep: Class 7 contains 26926 members 
Mstep: Class 8 contains 28155 members 
Mstep: Class 9 contains 75375 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 213863 members 
Mstep: Class 14 contains 32183 members 
Mstep: Class 15 contains 5716 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 13217 members 
Mstep: Class 18 contains 5098 members 
Mstep: Class 19 contains 13601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2139.453369 but Gain 2146.484375
Score: -52321756.000000 Penalty: 36490.195312
Iteration 23Q: 18 clusters Score -5.232176e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 65997 members 
Mstep: Class 4 contains 18746 members 
Mstep: Class 5 contains 16367 members 
Mstep: Class 6 contains 9161 members 
Mstep: Class 7 contains 26926 members 
Mstep: Class 8 contains 28039 members 
Mstep: Class 9 contains 76994 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 3948 members 
Mstep: Class 13 contains 213981 members 
Mstep: Class 14 contains 32122 members 
Mstep: Class 15 contains 5808 members 
Mstep: Class 17 contains 13087 members 
Mstep: Class 18 contains 5543 members 
Mstep: Class 19 contains 13696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52324792.000000 Penalty: 36490.195312
Iteration 24Q: 18 clusters Score -5.232479e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6824 members 
Mstep: Class 3 contains 65471 members 
Mstep: Class 4 contains 18733 members 
Mstep: Class 5 contains 16177 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 26940 members 
Mstep: Class 8 contains 27984 members 
Mstep: Class 9 contains 77249 members 
Mstep: Class 10 contains 5853 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 213755 members 
Mstep: Class 14 contains 31962 members 
Mstep: Class 15 contains 5882 members 
Mstep: Class 17 contains 12938 members 
Mstep: Class 18 contains 6007 members 
Mstep: Class 19 contains 13815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52325992.000000 Penalty: 36490.195312
Iteration 25Q: 18 clusters Score -5.232599e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 64978 members 
Mstep: Class 4 contains 18703 members 
Mstep: Class 5 contains 16047 members 
Mstep: Class 6 contains 9259 members 
Mstep: Class 7 contains 26930 members 
Mstep: Class 8 contains 27920 members 
Mstep: Class 9 contains 77441 members 
Mstep: Class 10 contains 6219 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 213492 members 
Mstep: Class 14 contains 31842 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 17 contains 12835 members 
Mstep: Class 18 contains 6440 members 
Mstep: Class 19 contains 13923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52326648.000000 Penalty: 36490.195312
Iteration 26Q: 18 clusters Score -5.232665e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6734 members 
Mstep: Class 3 contains 64513 members 
Mstep: Class 4 contains 18687 members 
Mstep: Class 5 contains 15981 members 
Mstep: Class 6 contains 9301 members 
Mstep: Class 7 contains 26920 members 
Mstep: Class 8 contains 27848 members 
Mstep: Class 9 contains 77614 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 4107 members 
Mstep: Class 13 contains 213152 members 
Mstep: Class 14 contains 31755 members 
Mstep: Class 15 contains 6008 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 6866 members 
Mstep: Class 19 contains 14001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52327532.000000 Penalty: 36490.195312
Iteration 27Q: 18 clusters Score -5.232753e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6698 members 
Mstep: Class 3 contains 64024 members 
Mstep: Class 4 contains 18676 members 
Mstep: Class 5 contains 15919 members 
Mstep: Class 6 contains 9339 members 
Mstep: Class 7 contains 26912 members 
Mstep: Class 8 contains 27770 members 
Mstep: Class 9 contains 77750 members 
Mstep: Class 10 contains 6862 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 212804 members 
Mstep: Class 14 contains 31660 members 
Mstep: Class 15 contains 6073 members 
Mstep: Class 17 contains 12692 members 
Mstep: Class 18 contains 7300 members 
Mstep: Class 19 contains 14128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52328316.000000 Penalty: 36490.195312
Iteration 28Q: 18 clusters Score -5.232832e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 63572 members 
Mstep: Class 4 contains 18654 members 
Mstep: Class 5 contains 15864 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 26892 members 
Mstep: Class 8 contains 27710 members 
Mstep: Class 9 contains 77870 members 
Mstep: Class 10 contains 7139 members 
Mstep: Class 11 contains 2509 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 212416 members 
Mstep: Class 14 contains 31586 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 17 contains 12642 members 
Mstep: Class 18 contains 7729 members 
Mstep: Class 19 contains 14307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52329048.000000 Penalty: 36490.195312
Iteration 29Q: 18 clusters Score -5.232905e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 63154 members 
Mstep: Class 4 contains 18644 members 
Mstep: Class 5 contains 15799 members 
Mstep: Class 6 contains 9382 members 
Mstep: Class 7 contains 26853 members 
Mstep: Class 8 contains 27629 members 
Mstep: Class 9 contains 77947 members 
Mstep: Class 10 contains 7419 members 
Mstep: Class 11 contains 2526 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 212079 members 
Mstep: Class 14 contains 31523 members 
Mstep: Class 15 contains 6195 members 
Mstep: Class 17 contains 12594 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 14486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52329700.000000 Penalty: 36490.195312
Iteration 30Q: 18 clusters Score -5.23297e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6527 members 
Mstep: Class 3 contains 62724 members 
Mstep: Class 4 contains 18637 members 
Mstep: Class 5 contains 15768 members 
Mstep: Class 6 contains 9406 members 
Mstep: Class 7 contains 26808 members 
Mstep: Class 8 contains 27573 members 
Mstep: Class 9 contains 78005 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 4279 members 
Mstep: Class 13 contains 211741 members 
Mstep: Class 14 contains 31460 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 8621 members 
Mstep: Class 19 contains 14678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52330412.000000 Penalty: 36490.195312
Iteration 31Q: 18 clusters Score -5.233041e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6481 members 
Mstep: Class 3 contains 62337 members 
Mstep: Class 4 contains 18634 members 
Mstep: Class 5 contains 15739 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 26760 members 
Mstep: Class 8 contains 27528 members 
Mstep: Class 9 contains 78067 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 2575 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 211346 members 
Mstep: Class 14 contains 31408 members 
Mstep: Class 15 contains 6322 members 
Mstep: Class 17 contains 12533 members 
Mstep: Class 18 contains 9032 members 
Mstep: Class 19 contains 14882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52330872.000000 Penalty: 36490.195312
Iteration 32Q: 18 clusters Score -5.233087e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 61997 members 
Mstep: Class 4 contains 18628 members 
Mstep: Class 5 contains 15699 members 
Mstep: Class 6 contains 9442 members 
Mstep: Class 7 contains 26734 members 
Mstep: Class 8 contains 27472 members 
Mstep: Class 9 contains 78116 members 
Mstep: Class 10 contains 8043 members 
Mstep: Class 11 contains 2596 members 
Mstep: Class 12 contains 4356 members 
Mstep: Class 13 contains 210924 members 
Mstep: Class 14 contains 31358 members 
Mstep: Class 15 contains 6391 members 
Mstep: Class 17 contains 12494 members 
Mstep: Class 18 contains 9410 members 
Mstep: Class 19 contains 15142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52331628.000000 Penalty: 36490.195312
Iteration 33Q: 18 clusters Score -5.233163e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6415 members 
Mstep: Class 3 contains 61713 members 
Mstep: Class 4 contains 18627 members 
Mstep: Class 5 contains 15667 members 
Mstep: Class 6 contains 9450 members 
Mstep: Class 7 contains 26738 members 
Mstep: Class 8 contains 27427 members 
Mstep: Class 9 contains 78161 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 210509 members 
Mstep: Class 14 contains 31296 members 
Mstep: Class 15 contains 6441 members 
Mstep: Class 17 contains 12438 members 
Mstep: Class 18 contains 9782 members 
Mstep: Class 19 contains 15387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52332260.000000 Penalty: 36490.195312
Iteration 34Q: 18 clusters Score -5.233226e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 61442 members 
Mstep: Class 4 contains 18620 members 
Mstep: Class 5 contains 15644 members 
Mstep: Class 6 contains 9475 members 
Mstep: Class 7 contains 26723 members 
Mstep: Class 8 contains 27411 members 
Mstep: Class 9 contains 78198 members 
Mstep: Class 10 contains 8329 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 4433 members 
Mstep: Class 13 contains 210094 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 6508 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 10118 members 
Mstep: Class 19 contains 15641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52332776.000000 Penalty: 36490.195312
Iteration 35Q: 18 clusters Score -5.233278e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 6317 members 
Mstep: Class 3 contains 61174 members 
Mstep: Class 4 contains 18611 members 
Mstep: Class 5 contains 15635 members 
Mstep: Class 6 contains 9488 members 
Mstep: Class 7 contains 26717 members 
Mstep: Class 8 contains 27411 members 
Mstep: Class 9 contains 78229 members 
Mstep: Class 10 contains 8445 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 4473 members 
Mstep: Class 13 contains 209675 members 
Mstep: Class 14 contains 31201 members 
Mstep: Class 15 contains 6580 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 15904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52333256.000000 Penalty: 36490.195312
Iteration 36Q: 18 clusters Score -5.233326e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 60934 members 
Mstep: Class 4 contains 18602 members 
Mstep: Class 5 contains 15616 members 
Mstep: Class 6 contains 9499 members 
Mstep: Class 7 contains 26700 members 
Mstep: Class 8 contains 27407 members 
Mstep: Class 9 contains 78254 members 
Mstep: Class 10 contains 8530 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 4510 members 
Mstep: Class 13 contains 209234 members 
Mstep: Class 14 contains 31161 members 
Mstep: Class 15 contains 6646 members 
Mstep: Class 17 contains 12301 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 16232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52333836.000000 Penalty: 36490.195312
Iteration 37Q: 18 clusters Score -5.233384e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 6241 members 
Mstep: Class 3 contains 60718 members 
Mstep: Class 4 contains 18597 members 
Mstep: Class 5 contains 15599 members 
Mstep: Class 6 contains 9521 members 
Mstep: Class 7 contains 26689 members 
Mstep: Class 8 contains 27433 members 
Mstep: Class 9 contains 78281 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 2661 members 
Mstep: Class 12 contains 4552 members 
Mstep: Class 13 contains 208747 members 
Mstep: Class 14 contains 31110 members 
Mstep: Class 15 contains 6714 members 
Mstep: Class 17 contains 12239 members 
Mstep: Class 18 contains 10907 members 
Mstep: Class 19 contains 16613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52334408.000000 Penalty: 36490.195312
Iteration 38Q: 18 clusters Score -5.233441e+07 nChanged 1478
Entering ConstructFrom: 
Score: -52334408.000000 Penalty: 36490.195312
Entering ConstructFrom: 
Trying to split cluster 2 (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: -580839.812500 Penalty: 1418.868408
	Iteration 0F: 2 clusters Score -580839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -576133.062500 Penalty: 2837.736816
	Iteration 0F: 3 clusters Score -576133.1 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -577612.062500 Penalty: 2837.736816
	Iteration 1F: 3 clusters Score -577612.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -577976.750000 Penalty: 2837.736816
	Iteration 2F: 3 clusters Score -577976.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -578434.812500 Penalty: 2837.736816
	Iteration 3F: 3 clusters Score -578434.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -579099.062500 Penalty: 2837.736816
	Iteration 4F: 3 clusters Score -579099.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -579908.125000 Penalty: 2837.736816
	Iteration 5F: 3 clusters Score -579908.1 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -580574.187500 Penalty: 2837.736816
	Iteration 6F: 3 clusters Score -580574.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -580998.812500 Penalty: 2837.736816
	Iteration 7F: 3 clusters Score -580998.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -581204.187500 Penalty: 2837.736816
	Iteration 8Q: 3 clusters Score -581204.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -581297.375000 Penalty: 2837.736816
	Iteration 9Q: 3 clusters Score -581297.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -581350.437500 Penalty: 2837.736816
	Iteration 10Q: 3 clusters Score -581350.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -581384.875000 Penalty: 2837.736816
	Iteration 11Q: 3 clusters Score -581384.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -581402.187500 Penalty: 2837.736816
	Iteration 12Q: 3 clusters Score -581402.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -581411.437500 Penalty: 2837.736816
	Iteration 13Q: 3 clusters Score -581411.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -581417.062500 Penalty: 2837.736816
	Iteration 14Q: 3 clusters Score -581417.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -581421.187500 Penalty: 2837.736816
	Iteration 15Q: 3 clusters Score -581421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -581423.250000 Penalty: 2837.736816
	Iteration 16Q: 3 clusters Score -581423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -581425.000000 Penalty: 2837.736816
	Iteration 17Q: 3 clusters Score -581425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -581426.375000 Penalty: 2837.736816
	Iteration 18Q: 3 clusters Score -581426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -581426.812500 Penalty: 2837.736816
	Iteration 19Q: 3 clusters Score -581426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -581426.062500 Penalty: 2837.736816
	Iteration 20F: 3 clusters Score -581426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -581427.062500 Penalty: 2837.736816
	Iteration 21Q: 3 clusters Score -581427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -581427.562500 Penalty: 2837.736816
	Iteration 22Q: 3 clusters Score -581427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -581427.250000 Penalty: 2837.736816
	Iteration 23Q: 3 clusters Score -581427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -581427.375000 Penalty: 2837.736816
	Iteration 24Q: 3 clusters Score -581427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -581427.375000 Penalty: 2837.736816
	Iteration 25F: 3 clusters Score -581427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 60558 members 
Mstep: Class 4 contains 18591 members 
Mstep: Class 5 contains 15581 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 78310 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 208245 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 17008 members 
Entering Unmasked Estep 
Score: -52334764.000000 Penalty: 38636.679688
Splitting cluster 2 changes total score from -52334408.000000 to -52334764.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (60558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Entering Unmasked Estep 
Score: -5992884.000000 Penalty: 1789.345581
	Iteration 0F: 2 clusters Score -5992884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -5952522.000000 Penalty: 3578.691162
	Iteration 0F: 3 clusters Score -5952522 nChanged 28544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -5968756.500000 Penalty: 3578.691162
	Iteration 1F: 3 clusters Score -5968756 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -5969442.000000 Penalty: 3578.691162
	Iteration 2Q: 3 clusters Score -5969442 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5970264.000000 Penalty: 3578.691162
	Iteration 3Q: 3 clusters Score -5970264 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -5971479.500000 Penalty: 3578.691162
	Iteration 4Q: 3 clusters Score -5971480 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5973284.500000 Penalty: 3578.691162
	Iteration 5F: 3 clusters Score -5973284 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5975679.500000 Penalty: 3578.691162
	Iteration 6F: 3 clusters Score -5975680 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -5978892.000000 Penalty: 3578.691162
	Iteration 7F: 3 clusters Score -5978892 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -5982323.500000 Penalty: 3578.691162
	Iteration 8F: 3 clusters Score -5982324 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -5985385.000000 Penalty: 3578.691162
	Iteration 9F: 3 clusters Score -5985385 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -5987701.000000 Penalty: 3578.691162
	Iteration 10Q: 3 clusters Score -5987701 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -5989314.500000 Penalty: 3578.691162
	Iteration 11Q: 3 clusters Score -5989314 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -5990329.500000 Penalty: 3578.691162
	Iteration 12Q: 3 clusters Score -5990330 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -5990885.500000 Penalty: 3578.691162
	Iteration 13Q: 3 clusters Score -5990886 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -5991194.000000 Penalty: 3578.691162
	Iteration 14Q: 3 clusters Score -5991194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -5991343.000000 Penalty: 3578.691162
	Iteration 15Q: 3 clusters Score -5991343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -5991452.500000 Penalty: 3578.691162
	Iteration 16Q: 3 clusters Score -5991452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -5991561.500000 Penalty: 3578.691162
	Iteration 17Q: 3 clusters Score -5991562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -5991688.000000 Penalty: 3578.691162
	Iteration 18Q: 3 clusters Score -5991688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -5991799.500000 Penalty: 3578.691162
	Iteration 19Q: 3 clusters Score -5991800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -5991858.500000 Penalty: 3578.691162
	Iteration 20F: 3 clusters Score -5991858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -5991914.000000 Penalty: 3578.691162
	Iteration 21Q: 3 clusters Score -5991914 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -5991971.000000 Penalty: 3578.691162
	Iteration 22Q: 3 clusters Score -5991971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -5992054.500000 Penalty: 3578.691162
	Iteration 23Q: 3 clusters Score -5992054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -5992128.000000 Penalty: 3578.691162
	Iteration 24Q: 3 clusters Score -5992128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -5992194.000000 Penalty: 3578.691162
	Iteration 25Q: 3 clusters Score -5992194 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -5992267.500000 Penalty: 3578.691162
	Iteration 26Q: 3 clusters Score -5992268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -5992323.000000 Penalty: 3578.691162
	Iteration 27Q: 3 clusters Score -5992323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -5992361.000000 Penalty: 3578.691162
	Iteration 28Q: 3 clusters Score -5992361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -5992403.500000 Penalty: 3578.691162
	Iteration 29Q: 3 clusters Score -5992404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -5992410.000000 Penalty: 3578.691162
	Iteration 30Q: 3 clusters Score -5992410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -5992430.000000 Penalty: 3578.691162
	Iteration 31Q: 3 clusters Score -5992430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -5992441.000000 Penalty: 3578.691162
	Iteration 32Q: 3 clusters Score -5992441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -5992449.500000 Penalty: 3578.691162
	Iteration 33Q: 3 clusters Score -5992450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -5992465.500000 Penalty: 3578.691162
	Iteration 34Q: 3 clusters Score -5992466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -5992459.000000 Penalty: 3578.691162
	Iteration 35Q: 3 clusters Score -5992459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -5992471.500000 Penalty: 3578.691162
	Iteration 36Q: 3 clusters Score -5992472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -5992477.500000 Penalty: 3578.691162
	Iteration 37Q: 3 clusters Score -5992478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -5992478.500000 Penalty: 3578.691162
	Iteration 38Q: 3 clusters Score -5992478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -5992477.500000 Penalty: 3578.691162
	Iteration 39Q: 3 clusters Score -5992478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -5992543.500000 Penalty: 3578.691162
	Iteration 40F: 3 clusters Score -5992544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -5992575.500000 Penalty: 3578.691162
	Iteration 41Q: 3 clusters Score -5992576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -5992593.000000 Penalty: 3578.691162
	Iteration 42Q: 3 clusters Score -5992593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -5992613.000000 Penalty: 3578.691162
	Iteration 43Q: 3 clusters Score -5992613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -5992636.500000 Penalty: 3578.691162
	Iteration 44Q: 3 clusters Score -5992636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -5992653.500000 Penalty: 3578.691162
	Iteration 45Q: 3 clusters Score -5992654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -5992668.000000 Penalty: 3578.691162
	Iteration 46Q: 3 clusters Score -5992668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -5992689.000000 Penalty: 3578.691162
	Iteration 47Q: 3 clusters Score -5992689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -5992707.500000 Penalty: 3578.691162
	Iteration 48Q: 3 clusters Score -5992708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -5992715.000000 Penalty: 3578.691162
	Iteration 49Q: 3 clusters Score -5992715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -5992722.500000 Penalty: 3578.691162
	Iteration 50Q: 3 clusters Score -5992722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -5992747.000000 Penalty: 3578.691162
	Iteration 51Q: 3 clusters Score -5992747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -5992747.000000 Penalty: 3578.691162
	Iteration 52Q: 3 clusters Score -5992747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -5992760.000000 Penalty: 3578.691162
	Iteration 53Q: 3 clusters Score -5992760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -5992772.500000 Penalty: 3578.691162
	Iteration 54Q: 3 clusters Score -5992772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -5992758.000000 Penalty: 3578.691162
	Iteration 55Q: 3 clusters Score -5992758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -5992772.500000 Penalty: 3578.691162
	Iteration 56Q: 3 clusters Score -5992772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -5992777.000000 Penalty: 3578.691162
	Iteration 57Q: 3 clusters Score -5992777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -5992786.000000 Penalty: 3578.691162
	Iteration 58Q: 3 clusters Score -5992786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -5992786.500000 Penalty: 3578.691162
	Iteration 59Q: 3 clusters Score -5992786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -5992791.500000 Penalty: 3578.691162
	Iteration 60F: 3 clusters Score -5992792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -5992791.000000 Penalty: 3578.691162
	Iteration 61Q: 3 clusters Score -5992791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 57934 members 
Entering Unmasked Estep 
Score: -5992802.500000 Penalty: 3578.691162
	Iteration 62Q: 3 clusters Score -5992802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -5992804.500000 Penalty: 3578.691162
	Iteration 63Q: 3 clusters Score -5992804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -5992803.500000 Penalty: 3578.691162
	Iteration 64Q: 3 clusters Score -5992804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -5992803.000000 Penalty: 3578.691162
	Iteration 65Q: 3 clusters Score -5992803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -5992798.500000 Penalty: 3578.691162
	Iteration 66Q: 3 clusters Score -5992798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -5992795.500000 Penalty: 3578.691162
	Iteration 67Q: 3 clusters Score -5992796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -5992793.000000 Penalty: 3578.691162
	Iteration 68Q: 3 clusters Score -5992793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -5992792.500000 Penalty: 3578.691162
	Iteration 69Q: 3 clusters Score -5992792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -5992804.000000 Penalty: 3578.691162
	Iteration 70Q: 3 clusters Score -5992804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -5992799.000000 Penalty: 3578.691162
	Iteration 71Q: 3 clusters Score -5992799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -5992813.500000 Penalty: 3578.691162
	Iteration 72Q: 3 clusters Score -5992814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -5992809.500000 Penalty: 3578.691162
	Iteration 73Q: 3 clusters Score -5992810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -5992811.500000 Penalty: 3578.691162
	Iteration 74Q: 3 clusters Score -5992812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -5992815.000000 Penalty: 3578.691162
	Iteration 75Q: 3 clusters Score -5992815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -5992812.500000 Penalty: 3578.691162
	Iteration 76Q: 3 clusters Score -5992812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -5992811.500000 Penalty: 3578.691162
	Iteration 77Q: 3 clusters Score -5992812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -5992820.500000 Penalty: 3578.691162
	Iteration 78Q: 3 clusters Score -5992820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -5992857.500000 Penalty: 3578.691162
	Iteration 79Q: 3 clusters Score -5992858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -5992879.500000 Penalty: 3578.691162
	Iteration 80F: 3 clusters Score -5992880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -5992909.500000 Penalty: 3578.691162
	Iteration 81Q: 3 clusters Score -5992910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -5992907.500000 Penalty: 3578.691162
	Iteration 82Q: 3 clusters Score -5992908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -5992931.000000 Penalty: 3578.691162
	Iteration 83Q: 3 clusters Score -5992931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -5992951.000000 Penalty: 3578.691162
	Iteration 84Q: 3 clusters Score -5992951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -5992982.000000 Penalty: 3578.691162
	Iteration 85Q: 3 clusters Score -5992982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -5992996.500000 Penalty: 3578.691162
	Iteration 86Q: 3 clusters Score -5992996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -5993004.500000 Penalty: 3578.691162
	Iteration 87Q: 3 clusters Score -5993004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -5993054.500000 Penalty: 3578.691162
	Iteration 88Q: 3 clusters Score -5993054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -5993077.000000 Penalty: 3578.691162
	Iteration 89Q: 3 clusters Score -5993077 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -5993098.000000 Penalty: 3578.691162
	Iteration 90Q: 3 clusters Score -5993098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -5993108.500000 Penalty: 3578.691162
	Iteration 91Q: 3 clusters Score -5993108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -5993102.000000 Penalty: 3578.691162
	Iteration 92Q: 3 clusters Score -5993102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -5993119.000000 Penalty: 3578.691162
	Iteration 93Q: 3 clusters Score -5993119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -5993117.000000 Penalty: 3578.691162
	Iteration 94Q: 3 clusters Score -5993117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -5993132.000000 Penalty: 3578.691162
	Iteration 95Q: 3 clusters Score -5993132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -5993151.000000 Penalty: 3578.691162
	Iteration 96Q: 3 clusters Score -5993151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -5993170.000000 Penalty: 3578.691162
	Iteration 97Q: 3 clusters Score -5993170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -5993171.000000 Penalty: 3578.691162
	Iteration 98Q: 3 clusters Score -5993171 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -5993196.000000 Penalty: 3578.691162
	Iteration 99Q: 3 clusters Score -5993196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -5993230.000000 Penalty: 3578.691162
	Iteration 100F: 3 clusters Score -5993230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -5993252.500000 Penalty: 3578.691162
	Iteration 101Q: 3 clusters Score -5993252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -5993286.500000 Penalty: 3578.691162
	Iteration 102Q: 3 clusters Score -5993286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -5993290.000000 Penalty: 3578.691162
	Iteration 103Q: 3 clusters Score -5993290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -5993307.000000 Penalty: 3578.691162
	Iteration 104Q: 3 clusters Score -5993307 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -5993332.500000 Penalty: 3578.691162
	Iteration 105Q: 3 clusters Score -5993332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -5993363.500000 Penalty: 3578.691162
	Iteration 106Q: 3 clusters Score -5993364 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -5993390.000000 Penalty: 3578.691162
	Iteration 107Q: 3 clusters Score -5993390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -5993412.000000 Penalty: 3578.691162
	Iteration 108Q: 3 clusters Score -5993412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -5993421.000000 Penalty: 3578.691162
	Iteration 109Q: 3 clusters Score -5993421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -5993435.000000 Penalty: 3578.691162
	Iteration 110Q: 3 clusters Score -5993435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -5993438.500000 Penalty: 3578.691162
	Iteration 111Q: 3 clusters Score -5993438 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -5993453.000000 Penalty: 3578.691162
	Iteration 112Q: 3 clusters Score -5993453 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -5993471.500000 Penalty: 3578.691162
	Iteration 113Q: 3 clusters Score -5993472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -5993486.000000 Penalty: 3578.691162
	Iteration 114Q: 3 clusters Score -5993486 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -5993501.000000 Penalty: 3578.691162
	Iteration 115Q: 3 clusters Score -5993501 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -5993515.500000 Penalty: 3578.691162
	Iteration 116Q: 3 clusters Score -5993516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -5993521.000000 Penalty: 3578.691162
	Iteration 117Q: 3 clusters Score -5993521 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -5993538.500000 Penalty: 3578.691162
	Iteration 118Q: 3 clusters Score -5993538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -5993546.000000 Penalty: 3578.691162
	Iteration 119Q: 3 clusters Score -5993546 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -5993555.000000 Penalty: 3578.691162
	Iteration 120F: 3 clusters Score -5993555 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -5993555.500000 Penalty: 3578.691162
	Iteration 121Q: 3 clusters Score -5993556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -5993554.500000 Penalty: 3578.691162
	Iteration 122Q: 3 clusters Score -5993554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -5993556.500000 Penalty: 3578.691162
	Iteration 123Q: 3 clusters Score -5993556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -5993567.500000 Penalty: 3578.691162
	Iteration 124Q: 3 clusters Score -5993568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -5993563.500000 Penalty: 3578.691162
	Iteration 125Q: 3 clusters Score -5993564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -5993578.500000 Penalty: 3578.691162
	Iteration 126Q: 3 clusters Score -5993578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -5993587.000000 Penalty: 3578.691162
	Iteration 127Q: 3 clusters Score -5993587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -5993598.500000 Penalty: 3578.691162
	Iteration 128Q: 3 clusters Score -5993598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -5993592.500000 Penalty: 3578.691162
	Iteration 129Q: 3 clusters Score -5993592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -5993588.000000 Penalty: 3578.691162
	Iteration 130Q: 3 clusters Score -5993588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -5993588.000000 Penalty: 3578.691162
	Iteration 131Q: 3 clusters Score -5993588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -5993585.000000 Penalty: 3578.691162
	Iteration 132Q: 3 clusters Score -5993585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -5993597.000000 Penalty: 3578.691162
	Iteration 133Q: 3 clusters Score -5993597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -5993590.500000 Penalty: 3578.691162
	Iteration 134Q: 3 clusters Score -5993590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -5993595.500000 Penalty: 3578.691162
	Iteration 135Q: 3 clusters Score -5993596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -5993599.500000 Penalty: 3578.691162
	Iteration 136Q: 3 clusters Score -5993600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -5993596.500000 Penalty: 3578.691162
	Iteration 137Q: 3 clusters Score -5993596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -5993590.500000 Penalty: 3578.691162
	Iteration 138Q: 3 clusters Score -5993590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -5993585.000000 Penalty: 3578.691162
	Iteration 139Q: 3 clusters Score -5993585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -5993594.000000 Penalty: 3578.691162
	Iteration 140F: 3 clusters Score -5993594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -5993595.500000 Penalty: 3578.691162
	Iteration 141Q: 3 clusters Score -5993596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -5993590.500000 Penalty: 3578.691162
	Iteration 142Q: 3 clusters Score -5993590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -5993590.500000 Penalty: 3578.691162
	Iteration 143Q: 3 clusters Score -5993590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -5993587.000000 Penalty: 3578.691162
	Iteration 144Q: 3 clusters Score -5993587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -5993592.000000 Penalty: 3578.691162
	Iteration 145Q: 3 clusters Score -5993592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -5993584.500000 Penalty: 3578.691162
	Iteration 146Q: 3 clusters Score -5993584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -5993582.000000 Penalty: 3578.691162
	Iteration 147Q: 3 clusters Score -5993582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -5993586.000000 Penalty: 3578.691162
	Iteration 148Q: 3 clusters Score -5993586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -5993592.500000 Penalty: 3578.691162
	Iteration 149Q: 3 clusters Score -5993592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -5993603.500000 Penalty: 3578.691162
	Iteration 150Q: 3 clusters Score -5993604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -5993599.000000 Penalty: 3578.691162
	Iteration 151Q: 3 clusters Score -5993599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -5993596.000000 Penalty: 3578.691162
	Iteration 152Q: 3 clusters Score -5993596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -5993593.000000 Penalty: 3578.691162
	Iteration 153Q: 3 clusters Score -5993593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -5993597.000000 Penalty: 3578.691162
	Iteration 154Q: 3 clusters Score -5993597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -5993591.500000 Penalty: 3578.691162
	Iteration 155Q: 3 clusters Score -5993592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -5993591.000000 Penalty: 3578.691162
	Iteration 156Q: 3 clusters Score -5993591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -5993591.000000 Penalty: 3578.691162
	Iteration 157F: 3 clusters Score -5993591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 18591 members 
Mstep: Class 5 contains 15581 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 78310 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 208245 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 52948 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 17008 members 
Entering Unmasked Estep 
Score: -52335292.000000 Penalty: 40783.160156
Splitting cluster 3 changes total score from -52334408.000000 to -52335292.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (18591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Entering Unmasked Estep 
Score: -1845694.625000 Penalty: 1597.445312
	Iteration 0F: 2 clusters Score -1845695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1832934.750000 Penalty: 3194.890625
	Iteration 0F: 3 clusters Score -1832935 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1837515.875000 Penalty: 3194.890625
	Iteration 1F: 3 clusters Score -1837516 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1837899.125000 Penalty: 3194.890625
	Iteration 2F: 3 clusters Score -1837899 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1838410.750000 Penalty: 3194.890625
	Iteration 3F: 3 clusters Score -1838411 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1839385.625000 Penalty: 3194.890625
	Iteration 4F: 3 clusters Score -1839386 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1841122.125000 Penalty: 3194.890625
	Iteration 5F: 3 clusters Score -1841122 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1843156.250000 Penalty: 3194.890625
	Iteration 6F: 3 clusters Score -1843156 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1844685.625000 Penalty: 3194.890625
	Iteration 7F: 3 clusters Score -1844686 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1845622.875000 Penalty: 3194.890625
	Iteration 8F: 3 clusters Score -1845623 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1846139.500000 Penalty: 3194.890625
	Iteration 9Q: 3 clusters Score -1846140 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1846454.000000 Penalty: 3194.890625
	Iteration 10Q: 3 clusters Score -1846454 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1846679.625000 Penalty: 3194.890625
	Iteration 11Q: 3 clusters Score -1846680 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1846814.750000 Penalty: 3194.890625
	Iteration 12Q: 3 clusters Score -1846815 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1846885.750000 Penalty: 3194.890625
	Iteration 13Q: 3 clusters Score -1846886 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1846909.750000 Penalty: 3194.890625
	Iteration 14Q: 3 clusters Score -1846910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1846940.250000 Penalty: 3194.890625
	Iteration 15Q: 3 clusters Score -1846940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1846950.500000 Penalty: 3194.890625
	Iteration 16Q: 3 clusters Score -1846950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1846962.500000 Penalty: 3194.890625
	Iteration 17Q: 3 clusters Score -1846962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1846968.500000 Penalty: 3194.890625
	Iteration 18Q: 3 clusters Score -1846968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1846977.375000 Penalty: 3194.890625
	Iteration 19Q: 3 clusters Score -1846977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1846976.500000 Penalty: 3194.890625
	Iteration 20F: 3 clusters Score -1846976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1846977.375000 Penalty: 3194.890625
	Iteration 21Q: 3 clusters Score -1846977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1846980.375000 Penalty: 3194.890625
	Iteration 22Q: 3 clusters Score -1846980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1846981.125000 Penalty: 3194.890625
	Iteration 23Q: 3 clusters Score -1846981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1846981.875000 Penalty: 3194.890625
	Iteration 24Q: 3 clusters Score -1846982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1846982.125000 Penalty: 3194.890625
	Iteration 25Q: 3 clusters Score -1846982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1846983.500000 Penalty: 3194.890625
	Iteration 26Q: 3 clusters Score -1846984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1846983.500000 Penalty: 3194.890625
	Iteration 27F: 3 clusters Score -1846984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 15581 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 78310 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 208245 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 52948 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 17008 members 
Mstep: Class 20 contains 1606 members 
Entering Unmasked Estep 
Score: -52336060.000000 Penalty: 42929.640625
Splitting cluster 4 changes total score from -52334408.000000 to -52336060.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (15581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Entering Unmasked Estep 
Score: -1500871.500000 Penalty: 1568.743774
	Iteration 0F: 2 clusters Score -1500872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1490117.125000 Penalty: 3137.487549
	Iteration 0F: 3 clusters Score -1490117 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1494116.000000 Penalty: 3137.487549
	Iteration 1F: 3 clusters Score -1494116 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1494667.000000 Penalty: 3137.487549
	Iteration 2F: 3 clusters Score -1494667 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1495511.125000 Penalty: 3137.487549
	Iteration 3F: 3 clusters Score -1495511 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1496657.000000 Penalty: 3137.487549
	Iteration 4F: 3 clusters Score -1496657 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1498073.250000 Penalty: 3137.487549
	Iteration 5F: 3 clusters Score -1498073 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1499353.875000 Penalty: 3137.487549
	Iteration 6F: 3 clusters Score -1499354 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1500180.000000 Penalty: 3137.487549
	Iteration 7F: 3 clusters Score -1500180 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1500684.750000 Penalty: 3137.487549
	Iteration 8Q: 3 clusters Score -1500685 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1500965.375000 Penalty: 3137.487549
	Iteration 9Q: 3 clusters Score -1500965 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1501125.375000 Penalty: 3137.487549
	Iteration 10Q: 3 clusters Score -1501125 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1501259.625000 Penalty: 3137.487549
	Iteration 11Q: 3 clusters Score -1501260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1501350.500000 Penalty: 3137.487549
	Iteration 12Q: 3 clusters Score -1501350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1501435.125000 Penalty: 3137.487549
	Iteration 13Q: 3 clusters Score -1501435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1501506.500000 Penalty: 3137.487549
	Iteration 14Q: 3 clusters Score -1501506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1501548.625000 Penalty: 3137.487549
	Iteration 15Q: 3 clusters Score -1501549 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1501598.500000 Penalty: 3137.487549
	Iteration 16Q: 3 clusters Score -1501598 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1501635.500000 Penalty: 3137.487549
	Iteration 17Q: 3 clusters Score -1501636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1501681.625000 Penalty: 3137.487549
	Iteration 18Q: 3 clusters Score -1501682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1501734.125000 Penalty: 3137.487549
	Iteration 19Q: 3 clusters Score -1501734 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1501784.000000 Penalty: 3137.487549
	Iteration 20F: 3 clusters Score -1501784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1501824.125000 Penalty: 3137.487549
	Iteration 21Q: 3 clusters Score -1501824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1501841.750000 Penalty: 3137.487549
	Iteration 22Q: 3 clusters Score -1501842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1501860.875000 Penalty: 3137.487549
	Iteration 23Q: 3 clusters Score -1501861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1501863.625000 Penalty: 3137.487549
	Iteration 24Q: 3 clusters Score -1501864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1501872.250000 Penalty: 3137.487549
	Iteration 25Q: 3 clusters Score -1501872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1501875.500000 Penalty: 3137.487549
	Iteration 26Q: 3 clusters Score -1501876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1501877.125000 Penalty: 3137.487549
	Iteration 27Q: 3 clusters Score -1501877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1501879.250000 Penalty: 3137.487549
	Iteration 28Q: 3 clusters Score -1501879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1501881.250000 Penalty: 3137.487549
	Iteration 29Q: 3 clusters Score -1501881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1501884.000000 Penalty: 3137.487549
	Iteration 30Q: 3 clusters Score -1501884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1501885.875000 Penalty: 3137.487549
	Iteration 31Q: 3 clusters Score -1501886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1501888.500000 Penalty: 3137.487549
	Iteration 32Q: 3 clusters Score -1501888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1501886.375000 Penalty: 3137.487549
	Iteration 33Q: 3 clusters Score -1501886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1501886.625000 Penalty: 3137.487549
	Iteration 34Q: 3 clusters Score -1501887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1501888.250000 Penalty: 3137.487549
	Iteration 35Q: 3 clusters Score -1501888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1501892.250000 Penalty: 3137.487549
	Iteration 36Q: 3 clusters Score -1501892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1501894.250000 Penalty: 3137.487549
	Iteration 37Q: 3 clusters Score -1501894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1501895.375000 Penalty: 3137.487549
	Iteration 38Q: 3 clusters Score -1501895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1501892.750000 Penalty: 3137.487549
	Iteration 39Q: 3 clusters Score -1501893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1501892.500000 Penalty: 3137.487549
	Iteration 40F: 3 clusters Score -1501892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1501892.500000 Penalty: 3137.487549
	Iteration 41Q: 3 clusters Score -1501892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1501892.500000 Penalty: 3137.487549
	Iteration 42F: 3 clusters Score -1501892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 9540 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 78310 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 208245 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 52948 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 17008 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 2243 members 
Entering Unmasked Estep 
Score: -52336428.000000 Penalty: 45076.125000
Splitting cluster 5 changes total score from -52334408.000000 to -52336428.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (9540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Entering Unmasked Estep 
Score: -918578.000000 Penalty: 1489.027954
	Iteration 0F: 2 clusters Score -918578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -911824.812500 Penalty: 2978.055908
	Iteration 0F: 3 clusters Score -911824.8 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -914678.687500 Penalty: 2978.055908
	Iteration 1F: 3 clusters Score -914678.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -915841.250000 Penalty: 2978.055908
	Iteration 2F: 3 clusters Score -915841.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -918009.875000 Penalty: 2978.055908
	Iteration 3F: 3 clusters Score -918009.9 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -920111.625000 Penalty: 2978.055908
	Iteration 4F: 3 clusters Score -920111.6 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -921317.125000 Penalty: 2978.055908
	Iteration 5F: 3 clusters Score -921317.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -921959.312500 Penalty: 2978.055908
	Iteration 6F: 3 clusters Score -921959.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -922637.375000 Penalty: 2978.055908
	Iteration 7Q: 3 clusters Score -922637.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -923023.000000 Penalty: 2978.055908
	Iteration 8Q: 3 clusters Score -923023 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -923092.687500 Penalty: 2978.055908
	Iteration 9Q: 3 clusters Score -923092.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -923110.812500 Penalty: 2978.055908
	Iteration 10Q: 3 clusters Score -923110.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -923115.500000 Penalty: 2978.055908
	Iteration 11Q: 3 clusters Score -923115.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -923118.125000 Penalty: 2978.055908
	Iteration 12Q: 3 clusters Score -923118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -923119.125000 Penalty: 2978.055908
	Iteration 13Q: 3 clusters Score -923119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -923120.437500 Penalty: 2978.055908
	Iteration 14Q: 3 clusters Score -923120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -923119.625000 Penalty: 2978.055908
	Iteration 15Q: 3 clusters Score -923119.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -923118.812500 Penalty: 2978.055908
	Iteration 16Q: 3 clusters Score -923118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -923118.812500 Penalty: 2978.055908
	Iteration 17F: 3 clusters Score -923118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 78310 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 208245 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 52948 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 17008 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 1399 members 
Entering Unmasked Estep 
Score: -52340364.000000 Penalty: 47222.605469
Splitting cluster 6 changes total score from -52334408.000000 to -52340364.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (26690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Entering Unmasked Estep 
Score: -2610369.750000 Penalty: 1656.207153
	Iteration 0F: 2 clusters Score -2610370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2592308.000000 Penalty: 3312.414307
	Iteration 0F: 3 clusters Score -2592308 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2598915.250000 Penalty: 3312.414307
	Iteration 1F: 3 clusters Score -2598915 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2599239.500000 Penalty: 3312.414307
	Iteration 2Q: 3 clusters Score -2599240 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2599616.000000 Penalty: 3312.414307
	Iteration 3Q: 3 clusters Score -2599616 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2600021.250000 Penalty: 3312.414307
	Iteration 4Q: 3 clusters Score -2600021 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2600549.000000 Penalty: 3312.414307
	Iteration 5Q: 3 clusters Score -2600549 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2601272.000000 Penalty: 3312.414307
	Iteration 6F: 3 clusters Score -2601272 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2602257.500000 Penalty: 3312.414307
	Iteration 7F: 3 clusters Score -2602258 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2603468.250000 Penalty: 3312.414307
	Iteration 8F: 3 clusters Score -2603468 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2604791.750000 Penalty: 3312.414307
	Iteration 9F: 3 clusters Score -2604792 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2606011.000000 Penalty: 3312.414307
	Iteration 10F: 3 clusters Score -2606011 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2607010.000000 Penalty: 3312.414307
	Iteration 11Q: 3 clusters Score -2607010 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2607672.000000 Penalty: 3312.414307
	Iteration 12Q: 3 clusters Score -2607672 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2608066.750000 Penalty: 3312.414307
	Iteration 13Q: 3 clusters Score -2608067 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2608274.500000 Penalty: 3312.414307
	Iteration 14Q: 3 clusters Score -2608274 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2608419.750000 Penalty: 3312.414307
	Iteration 15Q: 3 clusters Score -2608420 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2608538.500000 Penalty: 3312.414307
	Iteration 16Q: 3 clusters Score -2608538 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2608652.500000 Penalty: 3312.414307
	Iteration 17Q: 3 clusters Score -2608652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2608751.000000 Penalty: 3312.414307
	Iteration 18Q: 3 clusters Score -2608751 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2608841.500000 Penalty: 3312.414307
	Iteration 19Q: 3 clusters Score -2608842 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2608903.750000 Penalty: 3312.414307
	Iteration 20F: 3 clusters Score -2608904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2608947.250000 Penalty: 3312.414307
	Iteration 21Q: 3 clusters Score -2608947 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2608988.500000 Penalty: 3312.414307
	Iteration 22Q: 3 clusters Score -2608988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2609022.000000 Penalty: 3312.414307
	Iteration 23Q: 3 clusters Score -2609022 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2609062.250000 Penalty: 3312.414307
	Iteration 24Q: 3 clusters Score -2609062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2609073.250000 Penalty: 3312.414307
	Iteration 25Q: 3 clusters Score -2609073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2609077.000000 Penalty: 3312.414307
	Iteration 26Q: 3 clusters Score -2609077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2609089.500000 Penalty: 3312.414307
	Iteration 27Q: 3 clusters Score -2609090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2609104.500000 Penalty: 3312.414307
	Iteration 28Q: 3 clusters Score -2609104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2609118.250000 Penalty: 3312.414307
	Iteration 29Q: 3 clusters Score -2609118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2609112.250000 Penalty: 3312.414307
	Iteration 30Q: 3 clusters Score -2609112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2609118.000000 Penalty: 3312.414307
	Iteration 31Q: 3 clusters Score -2609118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2609118.750000 Penalty: 3312.414307
	Iteration 32Q: 3 clusters Score -2609119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2609116.750000 Penalty: 3312.414307
	Iteration 33Q: 3 clusters Score -2609117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2609119.500000 Penalty: 3312.414307
	Iteration 34Q: 3 clusters Score -2609120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2609117.250000 Penalty: 3312.414307
	Iteration 35Q: 3 clusters Score -2609117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2609117.750000 Penalty: 3312.414307
	Iteration 36Q: 3 clusters Score -2609118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2609122.750000 Penalty: 3312.414307
	Iteration 37Q: 3 clusters Score -2609123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2609124.750000 Penalty: 3312.414307
	Iteration 38Q: 3 clusters Score -2609125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2609124.000000 Penalty: 3312.414307
	Iteration 39Q: 3 clusters Score -2609124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2609120.750000 Penalty: 3312.414307
	Iteration 40F: 3 clusters Score -2609121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2609119.500000 Penalty: 3312.414307
	Iteration 41Q: 3 clusters Score -2609120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2609122.000000 Penalty: 3312.414307
	Iteration 42Q: 3 clusters Score -2609122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2609122.250000 Penalty: 3312.414307
	Iteration 43Q: 3 clusters Score -2609122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2609125.750000 Penalty: 3312.414307
	Iteration 44Q: 3 clusters Score -2609126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -2609127.250000 Penalty: 3312.414307
	Iteration 45Q: 3 clusters Score -2609127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2609127.250000 Penalty: 3312.414307
	Iteration 46Q: 3 clusters Score -2609127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2609127.250000 Penalty: 3312.414307
	Iteration 47F: 3 clusters Score -2609127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Entering Unmasked Estep 
Score: -2670998.500000 Penalty: 1660.657227
	Iteration 0F: 2 clusters Score -2670998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2652540.000000 Penalty: 3321.314453
	Iteration 0F: 3 clusters Score -2652540 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2659307.250000 Penalty: 3321.314453
	Iteration 1F: 3 clusters Score -2659307 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2659677.750000 Penalty: 3321.314453
	Iteration 2Q: 3 clusters Score -2659678 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2660025.250000 Penalty: 3321.314453
	Iteration 3Q: 3 clusters Score -2660025 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2660441.500000 Penalty: 3321.314453
	Iteration 4Q: 3 clusters Score -2660442 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2661024.500000 Penalty: 3321.314453
	Iteration 5Q: 3 clusters Score -2661024 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2661792.250000 Penalty: 3321.314453
	Iteration 6F: 3 clusters Score -2661792 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2662864.000000 Penalty: 3321.314453
	Iteration 7F: 3 clusters Score -2662864 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2664101.000000 Penalty: 3321.314453
	Iteration 8F: 3 clusters Score -2664101 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2665400.000000 Penalty: 3321.314453
	Iteration 9F: 3 clusters Score -2665400 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2666605.000000 Penalty: 3321.314453
	Iteration 10F: 3 clusters Score -2666605 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2667577.500000 Penalty: 3321.314453
	Iteration 11Q: 3 clusters Score -2667578 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2668282.250000 Penalty: 3321.314453
	Iteration 12Q: 3 clusters Score -2668282 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -2668737.250000 Penalty: 3321.314453
	Iteration 13Q: 3 clusters Score -2668737 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2668990.000000 Penalty: 3321.314453
	Iteration 14Q: 3 clusters Score -2668990 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -2669142.500000 Penalty: 3321.314453
	Iteration 15Q: 3 clusters Score -2669142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2669250.000000 Penalty: 3321.314453
	Iteration 16Q: 3 clusters Score -2669250 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -2669338.250000 Penalty: 3321.314453
	Iteration 17Q: 3 clusters Score -2669338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2669413.500000 Penalty: 3321.314453
	Iteration 18Q: 3 clusters Score -2669414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2669499.250000 Penalty: 3321.314453
	Iteration 19Q: 3 clusters Score -2669499 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2669554.250000 Penalty: 3321.314453
	Iteration 20F: 3 clusters Score -2669554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -2669603.250000 Penalty: 3321.314453
	Iteration 21Q: 3 clusters Score -2669603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -2669636.750000 Penalty: 3321.314453
	Iteration 22Q: 3 clusters Score -2669637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -2669656.500000 Penalty: 3321.314453
	Iteration 23Q: 3 clusters Score -2669656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2669676.000000 Penalty: 3321.314453
	Iteration 24Q: 3 clusters Score -2669676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2669710.250000 Penalty: 3321.314453
	Iteration 25Q: 3 clusters Score -2669710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2669728.500000 Penalty: 3321.314453
	Iteration 26Q: 3 clusters Score -2669728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2669736.250000 Penalty: 3321.314453
	Iteration 27Q: 3 clusters Score -2669736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -2669742.750000 Penalty: 3321.314453
	Iteration 28Q: 3 clusters Score -2669743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -2669749.000000 Penalty: 3321.314453
	Iteration 29Q: 3 clusters Score -2669749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -2669756.750000 Penalty: 3321.314453
	Iteration 30Q: 3 clusters Score -2669757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -2669764.000000 Penalty: 3321.314453
	Iteration 31Q: 3 clusters Score -2669764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2669766.500000 Penalty: 3321.314453
	Iteration 32Q: 3 clusters Score -2669766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2669766.500000 Penalty: 3321.314453
	Iteration 33Q: 3 clusters Score -2669766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2669765.500000 Penalty: 3321.314453
	Iteration 34Q: 3 clusters Score -2669766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -2669768.750000 Penalty: 3321.314453
	Iteration 35Q: 3 clusters Score -2669769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -2669769.000000 Penalty: 3321.314453
	Iteration 36Q: 3 clusters Score -2669769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -2669769.000000 Penalty: 3321.314453
	Iteration 37F: 3 clusters Score -2669769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78310 members 
Entering Unmasked Estep 
Score: -7765335.500000 Penalty: 1831.119995
	Iteration 0F: 2 clusters Score -7765336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -7713034.500000 Penalty: 3662.239990
	Iteration 0F: 3 clusters Score -7713034 nChanged 37093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7735029.000000 Penalty: 3662.239990
	Iteration 1F: 3 clusters Score -7735029 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -7736624.000000 Penalty: 3662.239990
	Iteration 2Q: 3 clusters Score -7736624 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -7739307.000000 Penalty: 3662.239990
	Iteration 3F: 3 clusters Score -7739307 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -7742941.500000 Penalty: 3662.239990
	Iteration 4F: 3 clusters Score -7742942 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -7746894.000000 Penalty: 3662.239990
	Iteration 5F: 3 clusters Score -7746894 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -7751015.000000 Penalty: 3662.239990
	Iteration 6F: 3 clusters Score -7751015 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7755068.000000 Penalty: 3662.239990
	Iteration 7F: 3 clusters Score -7755068 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -7758659.000000 Penalty: 3662.239990
	Iteration 8F: 3 clusters Score -7758659 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -7762230.000000 Penalty: 3662.239990
	Iteration 9Q: 3 clusters Score -7762230 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -7765671.000000 Penalty: 3662.239990
	Iteration 10Q: 3 clusters Score -7765671 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 59123 members 
Entering Unmasked Estep 
Score: -7767863.500000 Penalty: 3662.239990
	Iteration 11Q: 3 clusters Score -7767864 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7768558.000000 Penalty: 3662.239990
	Iteration 12Q: 3 clusters Score -7768558 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -7768745.500000 Penalty: 3662.239990
	Iteration 13Q: 3 clusters Score -7768746 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -7768838.000000 Penalty: 3662.239990
	Iteration 14Q: 3 clusters Score -7768838 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -7768880.000000 Penalty: 3662.239990
	Iteration 15Q: 3 clusters Score -7768880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -7768886.000000 Penalty: 3662.239990
	Iteration 16Q: 3 clusters Score -7768886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7768890.500000 Penalty: 3662.239990
	Iteration 17Q: 3 clusters Score -7768890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -7768896.000000 Penalty: 3662.239990
	Iteration 18Q: 3 clusters Score -7768896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -7768889.000000 Penalty: 3662.239990
	Iteration 19Q: 3 clusters Score -7768889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -7768902.500000 Penalty: 3662.239990
	Iteration 20F: 3 clusters Score -7768902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -7768905.500000 Penalty: 3662.239990
	Iteration 21Q: 3 clusters Score -7768906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -7768910.000000 Penalty: 3662.239990
	Iteration 22Q: 3 clusters Score -7768910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -7768903.500000 Penalty: 3662.239990
	Iteration 23Q: 3 clusters Score -7768904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -7768892.000000 Penalty: 3662.239990
	Iteration 24Q: 3 clusters Score -7768892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -7768883.000000 Penalty: 3662.239990
	Iteration 25Q: 3 clusters Score -7768883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -7768879.000000 Penalty: 3662.239990
	Iteration 26Q: 3 clusters Score -7768879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -7768891.000000 Penalty: 3662.239990
	Iteration 27Q: 3 clusters Score -7768891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -7768881.000000 Penalty: 3662.239990
	Iteration 28Q: 3 clusters Score -7768881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -7768887.000000 Penalty: 3662.239990
	Iteration 29Q: 3 clusters Score -7768887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -7768890.000000 Penalty: 3662.239990
	Iteration 30Q: 3 clusters Score -7768890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -7768881.500000 Penalty: 3662.239990
	Iteration 31Q: 3 clusters Score -7768882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -7768888.000000 Penalty: 3662.239990
	Iteration 32Q: 3 clusters Score -7768888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -7768885.500000 Penalty: 3662.239990
	Iteration 33Q: 3 clusters Score -7768886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -7768902.000000 Penalty: 3662.239990
	Iteration 34Q: 3 clusters Score -7768902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -7768893.000000 Penalty: 3662.239990
	Iteration 35Q: 3 clusters Score -7768893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -7768907.000000 Penalty: 3662.239990
	Iteration 36Q: 3 clusters Score -7768907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -7768910.000000 Penalty: 3662.239990
	Iteration 37Q: 3 clusters Score -7768910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -7768912.500000 Penalty: 3662.239990
	Iteration 38Q: 3 clusters Score -7768912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -7768920.000000 Penalty: 3662.239990
	Iteration 39Q: 3 clusters Score -7768920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -7768924.000000 Penalty: 3662.239990
	Iteration 40F: 3 clusters Score -7768924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -7768923.500000 Penalty: 3662.239990
	Iteration 41Q: 3 clusters Score -7768924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -7768919.500000 Penalty: 3662.239990
	Iteration 42Q: 3 clusters Score -7768920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -7768915.500000 Penalty: 3662.239990
	Iteration 43Q: 3 clusters Score -7768916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -7768915.500000 Penalty: 3662.239990
	Iteration 44Q: 3 clusters Score -7768916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7768917.000000 Penalty: 3662.239990
	Iteration 45Q: 3 clusters Score -7768917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7768917.000000 Penalty: 3662.239990
	Iteration 46F: 3 clusters Score -7768917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 208245 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 52948 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 17008 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 58487 members 
Entering Unmasked Estep 
Score: -52343460.000000 Penalty: 49369.089844
Splitting cluster 9 changes total score from -52334408.000000 to -52343460.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (8720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Entering Unmasked Estep 
Score: -873671.062500 Penalty: 1474.423340
	Iteration 0F: 2 clusters Score -873671.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -867352.250000 Penalty: 2948.846680
	Iteration 0F: 3 clusters Score -867352.2 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -869300.437500 Penalty: 2948.846680
	Iteration 1F: 3 clusters Score -869300.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -869556.187500 Penalty: 2948.846680
	Iteration 2F: 3 clusters Score -869556.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -869759.437500 Penalty: 2948.846680
	Iteration 3F: 3 clusters Score -869759.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -869952.125000 Penalty: 2948.846680
	Iteration 4Q: 3 clusters Score -869952.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -870147.500000 Penalty: 2948.846680
	Iteration 5Q: 3 clusters Score -870147.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -870350.750000 Penalty: 2948.846680
	Iteration 6Q: 3 clusters Score -870350.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -870539.750000 Penalty: 2948.846680
	Iteration 7Q: 3 clusters Score -870539.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -870721.500000 Penalty: 2948.846680
	Iteration 8Q: 3 clusters Score -870721.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -870889.000000 Penalty: 2948.846680
	Iteration 9Q: 3 clusters Score -870889 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -871056.250000 Penalty: 2948.846680
	Iteration 10Q: 3 clusters Score -871056.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -871228.250000 Penalty: 2948.846680
	Iteration 11Q: 3 clusters Score -871228.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -871405.437500 Penalty: 2948.846680
	Iteration 12Q: 3 clusters Score -871405.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -871569.937500 Penalty: 2948.846680
	Iteration 13Q: 3 clusters Score -871569.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -871745.250000 Penalty: 2948.846680
	Iteration 14Q: 3 clusters Score -871745.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -871915.250000 Penalty: 2948.846680
	Iteration 15Q: 3 clusters Score -871915.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -872082.000000 Penalty: 2948.846680
	Iteration 16Q: 3 clusters Score -872082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -872185.062500 Penalty: 2948.846680
	Iteration 17Q: 3 clusters Score -872185.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -872242.187500 Penalty: 2948.846680
	Iteration 18Q: 3 clusters Score -872242.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -872279.500000 Penalty: 2948.846680
	Iteration 19Q: 3 clusters Score -872279.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -872311.187500 Penalty: 2948.846680
	Iteration 20F: 3 clusters Score -872311.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -872326.625000 Penalty: 2948.846680
	Iteration 21Q: 3 clusters Score -872326.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -872336.125000 Penalty: 2948.846680
	Iteration 22Q: 3 clusters Score -872336.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -872349.125000 Penalty: 2948.846680
	Iteration 23Q: 3 clusters Score -872349.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -872363.687500 Penalty: 2948.846680
	Iteration 24Q: 3 clusters Score -872363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -872367.125000 Penalty: 2948.846680
	Iteration 25Q: 3 clusters Score -872367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -872374.250000 Penalty: 2948.846680
	Iteration 26Q: 3 clusters Score -872374.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -872377.187500 Penalty: 2948.846680
	Iteration 27Q: 3 clusters Score -872377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -872379.875000 Penalty: 2948.846680
	Iteration 28Q: 3 clusters Score -872379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -872385.375000 Penalty: 2948.846680
	Iteration 29Q: 3 clusters Score -872385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -872387.500000 Penalty: 2948.846680
	Iteration 30Q: 3 clusters Score -872387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -872389.687500 Penalty: 2948.846680
	Iteration 31Q: 3 clusters Score -872389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -872390.312500 Penalty: 2948.846680
	Iteration 32Q: 3 clusters Score -872390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -872390.312500 Penalty: 2948.846680
	Iteration 33F: 3 clusters Score -872390.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -226150.796875 Penalty: 1282.826660
	Iteration 0F: 2 clusters Score -226150.8 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 1326 members 
Entering Unmasked Estep 
Score: -223715.625000 Penalty: 2565.653320
	Iteration 0F: 3 clusters Score -223715.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -224545.187500 Penalty: 2565.653320
	Iteration 1F: 3 clusters Score -224545.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -224965.843750 Penalty: 2565.653320
	Iteration 2F: 3 clusters Score -224965.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -225316.046875 Penalty: 2565.653320
	Iteration 3F: 3 clusters Score -225316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -225535.125000 Penalty: 2565.653320
	Iteration 4F: 3 clusters Score -225535.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -225671.859375 Penalty: 2565.653320
	Iteration 5Q: 3 clusters Score -225671.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -225752.718750 Penalty: 2565.653320
	Iteration 6Q: 3 clusters Score -225752.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -225812.265625 Penalty: 2565.653320
	Iteration 7Q: 3 clusters Score -225812.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -225879.515625 Penalty: 2565.653320
	Iteration 8Q: 3 clusters Score -225879.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -225921.734375 Penalty: 2565.653320
	Iteration 9Q: 3 clusters Score -225921.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -225952.781250 Penalty: 2565.653320
	Iteration 10Q: 3 clusters Score -225952.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -225973.468750 Penalty: 2565.653320
	Iteration 11Q: 3 clusters Score -225973.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -225983.406250 Penalty: 2565.653320
	Iteration 12Q: 3 clusters Score -225983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -225995.343750 Penalty: 2565.653320
	Iteration 13Q: 3 clusters Score -225995.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -226011.031250 Penalty: 2565.653320
	Iteration 14Q: 3 clusters Score -226011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -226017.906250 Penalty: 2565.653320
	Iteration 15Q: 3 clusters Score -226017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -226022.296875 Penalty: 2565.653320
	Iteration 16Q: 3 clusters Score -226022.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -226024.437500 Penalty: 2565.653320
	Iteration 17Q: 3 clusters Score -226024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -226026.750000 Penalty: 2565.653320
	Iteration 18Q: 3 clusters Score -226026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -226027.531250 Penalty: 2565.653320
	Iteration 19Q: 3 clusters Score -226027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -226028.781250 Penalty: 2565.653320
	Iteration 20F: 3 clusters Score -226028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -226030.875000 Penalty: 2565.653320
	Iteration 21Q: 3 clusters Score -226030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -226033.812500 Penalty: 2565.653320
	Iteration 22Q: 3 clusters Score -226033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -226035.031250 Penalty: 2565.653320
	Iteration 23Q: 3 clusters Score -226035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226035.671875 Penalty: 2565.653320
	Iteration 24Q: 3 clusters Score -226035.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226036.734375 Penalty: 2565.653320
	Iteration 25Q: 3 clusters Score -226036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226036.656250 Penalty: 2565.653320
	Iteration 26Q: 3 clusters Score -226036.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226036.656250 Penalty: 2565.653320
	Iteration 27F: 3 clusters Score -226036.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Entering Unmasked Estep 
Score: -436763.750000 Penalty: 1370.282349
	Iteration 0F: 2 clusters Score -436763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -433034.500000 Penalty: 2740.564697
	Iteration 0F: 3 clusters Score -433034.5 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -434152.875000 Penalty: 2740.564697
	Iteration 1F: 3 clusters Score -434152.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -434371.625000 Penalty: 2740.564697
	Iteration 2F: 3 clusters Score -434371.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -434540.906250 Penalty: 2740.564697
	Iteration 3F: 3 clusters Score -434540.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -434713.781250 Penalty: 2740.564697
	Iteration 4F: 3 clusters Score -434713.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -434900.062500 Penalty: 2740.564697
	Iteration 5F: 3 clusters Score -434900.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -435091.593750 Penalty: 2740.564697
	Iteration 6F: 3 clusters Score -435091.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -435279.781250 Penalty: 2740.564697
	Iteration 7F: 3 clusters Score -435279.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -435453.500000 Penalty: 2740.564697
	Iteration 8Q: 3 clusters Score -435453.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -435584.062500 Penalty: 2740.564697
	Iteration 9Q: 3 clusters Score -435584.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -435662.093750 Penalty: 2740.564697
	Iteration 10Q: 3 clusters Score -435662.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -435722.656250 Penalty: 2740.564697
	Iteration 11Q: 3 clusters Score -435722.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -435775.562500 Penalty: 2740.564697
	Iteration 12Q: 3 clusters Score -435775.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -435820.406250 Penalty: 2740.564697
	Iteration 13Q: 3 clusters Score -435820.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -435858.000000 Penalty: 2740.564697
	Iteration 14Q: 3 clusters Score -435858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -435882.656250 Penalty: 2740.564697
	Iteration 15Q: 3 clusters Score -435882.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -435905.187500 Penalty: 2740.564697
	Iteration 16Q: 3 clusters Score -435905.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -435932.031250 Penalty: 2740.564697
	Iteration 17Q: 3 clusters Score -435932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -435950.593750 Penalty: 2740.564697
	Iteration 18Q: 3 clusters Score -435950.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -435968.843750 Penalty: 2740.564697
	Iteration 19Q: 3 clusters Score -435968.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -435991.406250 Penalty: 2740.564697
	Iteration 20F: 3 clusters Score -435991.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -436010.500000 Penalty: 2740.564697
	Iteration 21Q: 3 clusters Score -436010.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -436023.093750 Penalty: 2740.564697
	Iteration 22Q: 3 clusters Score -436023.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -436036.843750 Penalty: 2740.564697
	Iteration 23Q: 3 clusters Score -436036.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -436050.468750 Penalty: 2740.564697
	Iteration 24Q: 3 clusters Score -436050.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -436063.562500 Penalty: 2740.564697
	Iteration 25Q: 3 clusters Score -436063.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -436071.593750 Penalty: 2740.564697
	Iteration 26Q: 3 clusters Score -436071.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -436075.250000 Penalty: 2740.564697
	Iteration 27Q: 3 clusters Score -436075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -436077.687500 Penalty: 2740.564697
	Iteration 28Q: 3 clusters Score -436077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -436080.687500 Penalty: 2740.564697
	Iteration 29Q: 3 clusters Score -436080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -436082.500000 Penalty: 2740.564697
	Iteration 30Q: 3 clusters Score -436082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -436084.125000 Penalty: 2740.564697
	Iteration 31Q: 3 clusters Score -436084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -436085.406250 Penalty: 2740.564697
	Iteration 32Q: 3 clusters Score -436085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -436085.593750 Penalty: 2740.564697
	Iteration 33Q: 3 clusters Score -436085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -436087.250000 Penalty: 2740.564697
	Iteration 34Q: 3 clusters Score -436087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -436087.906250 Penalty: 2740.564697
	Iteration 35Q: 3 clusters Score -436087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -436088.781250 Penalty: 2740.564697
	Iteration 36Q: 3 clusters Score -436088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -436088.343750 Penalty: 2740.564697
	Iteration 37Q: 3 clusters Score -436088.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -436088.343750 Penalty: 2740.564697
	Iteration 38F: 3 clusters Score -436088.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (208245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208245 members 
Entering Unmasked Estep 
Score: -20509744.000000 Penalty: 1990.051392
	Iteration 0F: 2 clusters Score -2.050974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -20397572.000000 Penalty: 3980.102783
	Iteration 0F: 3 clusters Score -2.039757e+07 nChanged 101041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104897 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -20457152.000000 Penalty: 3980.102783
	Iteration 1F: 3 clusters Score -2.045715e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 103593 members 
Entering Unmasked Estep 
Score: -20458412.000000 Penalty: 3980.102783
	Iteration 2Q: 3 clusters Score -2.045841e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 104369 members 
Entering Unmasked Estep 
Score: -20460266.000000 Penalty: 3980.102783
	Iteration 3Q: 3 clusters Score -2.046027e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -20462922.000000 Penalty: 3980.102783
	Iteration 4Q: 3 clusters Score -2.046292e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100470 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -20467304.000000 Penalty: 3980.102783
	Iteration 5Q: 3 clusters Score -2.04673e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -20474208.000000 Penalty: 3980.102783
	Iteration 6F: 3 clusters Score -2.047421e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -20484094.000000 Penalty: 3980.102783
	Iteration 7F: 3 clusters Score -2.048409e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -20493772.000000 Penalty: 3980.102783
	Iteration 8F: 3 clusters Score -2.049377e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -20500548.000000 Penalty: 3980.102783
	Iteration 9F: 3 clusters Score -2.050055e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 119294 members 
Entering Unmasked Estep 
Score: -20503696.000000 Penalty: 3980.102783
	Iteration 10Q: 3 clusters Score -2.05037e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -20505468.000000 Penalty: 3980.102783
	Iteration 11Q: 3 clusters Score -2.050547e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -20506688.000000 Penalty: 3980.102783
	Iteration 12Q: 3 clusters Score -2.050669e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 120304 members 
Entering Unmasked Estep 
Score: -20508240.000000 Penalty: 3980.102783
	Iteration 13Q: 3 clusters Score -2.050824e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -20509880.000000 Penalty: 3980.102783
	Iteration 14Q: 3 clusters Score -2.050988e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -20511902.000000 Penalty: 3980.102783
	Iteration 15Q: 3 clusters Score -2.05119e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -20514034.000000 Penalty: 3980.102783
	Iteration 16Q: 3 clusters Score -2.051403e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
Score: -20516730.000000 Penalty: 3980.102783
	Iteration 17Q: 3 clusters Score -2.051673e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -20519862.000000 Penalty: 3980.102783
	Iteration 18Q: 3 clusters Score -2.051986e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 121319 members 
Entering Unmasked Estep 
Score: -20523976.000000 Penalty: 3980.102783
	Iteration 19Q: 3 clusters Score -2.052398e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 121472 members 
Entering Unmasked Estep 
Score: -20528362.000000 Penalty: 3980.102783
	Iteration 20F: 3 clusters Score -2.052836e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86786 members 
Mstep: Class 2 contains 121459 members 
Entering Unmasked Estep 
Score: -20532404.000000 Penalty: 3980.102783
	Iteration 21Q: 3 clusters Score -2.05324e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 121289 members 
Entering Unmasked Estep 
Score: -20535378.000000 Penalty: 3980.102783
	Iteration 22Q: 3 clusters Score -2.053538e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 121023 members 
Entering Unmasked Estep 
Score: -20537056.000000 Penalty: 3980.102783
	Iteration 23Q: 3 clusters Score -2.053706e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -20537820.000000 Penalty: 3980.102783
	Iteration 24Q: 3 clusters Score -2.053782e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 120555 members 
Entering Unmasked Estep 
Score: -20538126.000000 Penalty: 3980.102783
	Iteration 25Q: 3 clusters Score -2.053813e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 120446 members 
Entering Unmasked Estep 
Score: -20538216.000000 Penalty: 3980.102783
	Iteration 26Q: 3 clusters Score -2.053822e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 120381 members 
Entering Unmasked Estep 
Score: -20538312.000000 Penalty: 3980.102783
	Iteration 27Q: 3 clusters Score -2.053831e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -20538380.000000 Penalty: 3980.102783
	Iteration 28Q: 3 clusters Score -2.053838e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Mstep: Class 2 contains 120360 members 
Entering Unmasked Estep 
Score: -20538358.000000 Penalty: 3980.102783
	Iteration 29Q: 3 clusters Score -2.053836e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 120377 members 
Entering Unmasked Estep 
Score: -20538366.000000 Penalty: 3980.102783
	Iteration 30Q: 3 clusters Score -2.053837e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87839 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -20538382.000000 Penalty: 3980.102783
	Iteration 31Q: 3 clusters Score -2.053838e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 120431 members 
Entering Unmasked Estep 
Score: -20538366.000000 Penalty: 3980.102783
	Iteration 32Q: 3 clusters Score -2.053837e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 120449 members 
Entering Unmasked Estep 
Score: -20538348.000000 Penalty: 3980.102783
	Iteration 33Q: 3 clusters Score -2.053835e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -20538340.000000 Penalty: 3980.102783
	Iteration 34Q: 3 clusters Score -2.053834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 120477 members 
Entering Unmasked Estep 
Score: -20538334.000000 Penalty: 3980.102783
	Iteration 35Q: 3 clusters Score -2.053833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87753 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -20538368.000000 Penalty: 3980.102783
	Iteration 36Q: 3 clusters Score -2.053837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -20538366.000000 Penalty: 3980.102783
	Iteration 37Q: 3 clusters Score -2.053837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 120515 members 
Entering Unmasked Estep 
Score: -20538362.000000 Penalty: 3980.102783
	Iteration 38Q: 3 clusters Score -2.053836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 120520 members 
Entering Unmasked Estep 
Score: -20538374.000000 Penalty: 3980.102783
	Iteration 39Q: 3 clusters Score -2.053837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -20538370.000000 Penalty: 3980.102783
	Iteration 40F: 3 clusters Score -2.053837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 120524 members 
Entering Unmasked Estep 
Score: -20538364.000000 Penalty: 3980.102783
	Iteration 41Q: 3 clusters Score -2.053836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 120526 members 
Entering Unmasked Estep 
Score: -20538356.000000 Penalty: 3980.102783
	Iteration 42Q: 3 clusters Score -2.053836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -20538354.000000 Penalty: 3980.102783
	Iteration 43Q: 3 clusters Score -2.053835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 120531 members 
Entering Unmasked Estep 
Score: -20538366.000000 Penalty: 3980.102783
	Iteration 44Q: 3 clusters Score -2.053837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -20538366.000000 Penalty: 3980.102783
	Iteration 45Q: 3 clusters Score -2.053837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -20538366.000000 Penalty: 3980.102783
	Iteration 46F: 3 clusters Score -2.053837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 87713 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 52948 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 17008 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 58487 members 
Mstep: Class 24 contains 120532 members 
Entering Unmasked Estep 
Score: -52372232.000000 Penalty: 51515.570312
Splitting cluster 13 changes total score from -52334408.000000 to -52372232.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (31057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Entering Unmasked Estep 
Score: -3045744.000000 Penalty: 1680.831665
	Iteration 0F: 2 clusters Score -3045744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3024940.750000 Penalty: 3361.663330
	Iteration 0F: 3 clusters Score -3024941 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3032731.750000 Penalty: 3361.663330
	Iteration 1F: 3 clusters Score -3032732 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3033166.250000 Penalty: 3361.663330
	Iteration 2Q: 3 clusters Score -3033166 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3033544.000000 Penalty: 3361.663330
	Iteration 3Q: 3 clusters Score -3033544 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3033946.250000 Penalty: 3361.663330
	Iteration 4Q: 3 clusters Score -3033946 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -3034333.000000 Penalty: 3361.663330
	Iteration 5Q: 3 clusters Score -3034333 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3034751.250000 Penalty: 3361.663330
	Iteration 6Q: 3 clusters Score -3034751 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3035277.750000 Penalty: 3361.663330
	Iteration 7Q: 3 clusters Score -3035278 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3035976.250000 Penalty: 3361.663330
	Iteration 8Q: 3 clusters Score -3035976 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -3036923.500000 Penalty: 3361.663330
	Iteration 9Q: 3 clusters Score -3036924 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3038108.250000 Penalty: 3361.663330
	Iteration 10F: 3 clusters Score -3038108 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3039538.750000 Penalty: 3361.663330
	Iteration 11F: 3 clusters Score -3039539 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3040961.750000 Penalty: 3361.663330
	Iteration 12F: 3 clusters Score -3040962 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3042147.500000 Penalty: 3361.663330
	Iteration 13Q: 3 clusters Score -3042148 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3042933.500000 Penalty: 3361.663330
	Iteration 14Q: 3 clusters Score -3042934 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3043448.000000 Penalty: 3361.663330
	Iteration 15Q: 3 clusters Score -3043448 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3043758.500000 Penalty: 3361.663330
	Iteration 16Q: 3 clusters Score -3043758 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3043943.000000 Penalty: 3361.663330
	Iteration 17Q: 3 clusters Score -3043943 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3044077.500000 Penalty: 3361.663330
	Iteration 18Q: 3 clusters Score -3044078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3044180.500000 Penalty: 3361.663330
	Iteration 19Q: 3 clusters Score -3044180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3044244.250000 Penalty: 3361.663330
	Iteration 20F: 3 clusters Score -3044244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3044297.000000 Penalty: 3361.663330
	Iteration 21Q: 3 clusters Score -3044297 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3044329.250000 Penalty: 3361.663330
	Iteration 22Q: 3 clusters Score -3044329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3044356.500000 Penalty: 3361.663330
	Iteration 23Q: 3 clusters Score -3044356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3044369.000000 Penalty: 3361.663330
	Iteration 24Q: 3 clusters Score -3044369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3044377.500000 Penalty: 3361.663330
	Iteration 25Q: 3 clusters Score -3044378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3044383.000000 Penalty: 3361.663330
	Iteration 26Q: 3 clusters Score -3044383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3044392.750000 Penalty: 3361.663330
	Iteration 27Q: 3 clusters Score -3044393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3044394.750000 Penalty: 3361.663330
	Iteration 28Q: 3 clusters Score -3044395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3044395.500000 Penalty: 3361.663330
	Iteration 29Q: 3 clusters Score -3044396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3044401.500000 Penalty: 3361.663330
	Iteration 30Q: 3 clusters Score -3044402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3044403.750000 Penalty: 3361.663330
	Iteration 31Q: 3 clusters Score -3044404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3044404.000000 Penalty: 3361.663330
	Iteration 32Q: 3 clusters Score -3044404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3044402.000000 Penalty: 3361.663330
	Iteration 33Q: 3 clusters Score -3044402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3044405.000000 Penalty: 3361.663330
	Iteration 34Q: 3 clusters Score -3044405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3044405.500000 Penalty: 3361.663330
	Iteration 35Q: 3 clusters Score -3044406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3044404.250000 Penalty: 3361.663330
	Iteration 36Q: 3 clusters Score -3044404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3044405.500000 Penalty: 3361.663330
	Iteration 37Q: 3 clusters Score -3044406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3044411.250000 Penalty: 3361.663330
	Iteration 38Q: 3 clusters Score -3044411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3044416.000000 Penalty: 3361.663330
	Iteration 39Q: 3 clusters Score -3044416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3044416.500000 Penalty: 3361.663330
	Iteration 40F: 3 clusters Score -3044416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -654806.312500 Penalty: 1433.315674
	Iteration 0F: 2 clusters Score -654806.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -649734.625000 Penalty: 2866.631348
	Iteration 0F: 3 clusters Score -649734.6 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -651526.062500 Penalty: 2866.631348
	Iteration 1F: 3 clusters Score -651526.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -651893.062500 Penalty: 2866.631348
	Iteration 2F: 3 clusters Score -651893.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -652291.937500 Penalty: 2866.631348
	Iteration 3F: 3 clusters Score -652291.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -652710.375000 Penalty: 2866.631348
	Iteration 4F: 3 clusters Score -652710.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -653085.125000 Penalty: 2866.631348
	Iteration 5F: 3 clusters Score -653085.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -653400.250000 Penalty: 2866.631348
	Iteration 6F: 3 clusters Score -653400.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -653608.437500 Penalty: 2866.631348
	Iteration 7Q: 3 clusters Score -653608.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -653704.750000 Penalty: 2866.631348
	Iteration 8Q: 3 clusters Score -653704.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -653757.437500 Penalty: 2866.631348
	Iteration 9Q: 3 clusters Score -653757.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -653785.187500 Penalty: 2866.631348
	Iteration 10Q: 3 clusters Score -653785.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -653810.750000 Penalty: 2866.631348
	Iteration 11Q: 3 clusters Score -653810.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -653827.875000 Penalty: 2866.631348
	Iteration 12Q: 3 clusters Score -653827.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -653837.250000 Penalty: 2866.631348
	Iteration 13Q: 3 clusters Score -653837.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -653844.375000 Penalty: 2866.631348
	Iteration 14Q: 3 clusters Score -653844.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -653848.687500 Penalty: 2866.631348
	Iteration 15Q: 3 clusters Score -653848.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -653853.062500 Penalty: 2866.631348
	Iteration 16Q: 3 clusters Score -653853.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -653858.687500 Penalty: 2866.631348
	Iteration 17Q: 3 clusters Score -653858.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -653861.187500 Penalty: 2866.631348
	Iteration 18Q: 3 clusters Score -653861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -653863.875000 Penalty: 2866.631348
	Iteration 19Q: 3 clusters Score -653863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -653869.125000 Penalty: 2866.631348
	Iteration 20F: 3 clusters Score -653869.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -653870.875000 Penalty: 2866.631348
	Iteration 21Q: 3 clusters Score -653870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -653873.250000 Penalty: 2866.631348
	Iteration 22Q: 3 clusters Score -653873.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -653873.687500 Penalty: 2866.631348
	Iteration 23Q: 3 clusters Score -653873.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -653876.687500 Penalty: 2866.631348
	Iteration 24Q: 3 clusters Score -653876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -653877.250000 Penalty: 2866.631348
	Iteration 25Q: 3 clusters Score -653877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -653877.437500 Penalty: 2866.631348
	Iteration 26Q: 3 clusters Score -653877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -653878.375000 Penalty: 2866.631348
	Iteration 27Q: 3 clusters Score -653878.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -653879.312500 Penalty: 2866.631348
	Iteration 28Q: 3 clusters Score -653879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -653880.187500 Penalty: 2866.631348
	Iteration 29Q: 3 clusters Score -653880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -653880.187500 Penalty: 2866.631348
	Iteration 30F: 3 clusters Score -653880.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1114100.125000 Penalty: 1528.980225
	Iteration 0F: 2 clusters Score -1114100 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 6095 members 
Entering Unmasked Estep 
Score: -1105491.875000 Penalty: 3057.960449
	Iteration 0F: 3 clusters Score -1105492 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1108390.750000 Penalty: 3057.960449
	Iteration 1F: 3 clusters Score -1108391 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1108706.500000 Penalty: 3057.960449
	Iteration 2F: 3 clusters Score -1108706 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1108961.000000 Penalty: 3057.960449
	Iteration 3F: 3 clusters Score -1108961 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1109169.500000 Penalty: 3057.960449
	Iteration 4Q: 3 clusters Score -1109170 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1109373.500000 Penalty: 3057.960449
	Iteration 5Q: 3 clusters Score -1109374 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1109592.750000 Penalty: 3057.960449
	Iteration 6Q: 3 clusters Score -1109593 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1109817.500000 Penalty: 3057.960449
	Iteration 7Q: 3 clusters Score -1109818 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1110085.125000 Penalty: 3057.960449
	Iteration 8Q: 3 clusters Score -1110085 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1110373.500000 Penalty: 3057.960449
	Iteration 9Q: 3 clusters Score -1110374 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1110639.500000 Penalty: 3057.960449
	Iteration 10Q: 3 clusters Score -1110640 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1110874.875000 Penalty: 3057.960449
	Iteration 11Q: 3 clusters Score -1110875 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1111080.250000 Penalty: 3057.960449
	Iteration 12Q: 3 clusters Score -1111080 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1111227.750000 Penalty: 3057.960449
	Iteration 13Q: 3 clusters Score -1111228 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1111339.875000 Penalty: 3057.960449
	Iteration 14Q: 3 clusters Score -1111340 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1111419.375000 Penalty: 3057.960449
	Iteration 15Q: 3 clusters Score -1111419 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1111486.125000 Penalty: 3057.960449
	Iteration 16Q: 3 clusters Score -1111486 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1111532.875000 Penalty: 3057.960449
	Iteration 17Q: 3 clusters Score -1111533 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1111563.375000 Penalty: 3057.960449
	Iteration 18Q: 3 clusters Score -1111563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1111586.625000 Penalty: 3057.960449
	Iteration 19Q: 3 clusters Score -1111587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1111592.375000 Penalty: 3057.960449
	Iteration 20F: 3 clusters Score -1111592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1111599.750000 Penalty: 3057.960449
	Iteration 21Q: 3 clusters Score -1111600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1111605.125000 Penalty: 3057.960449
	Iteration 22Q: 3 clusters Score -1111605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1111604.875000 Penalty: 3057.960449
	Iteration 23Q: 3 clusters Score -1111605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1111610.000000 Penalty: 3057.960449
	Iteration 24Q: 3 clusters Score -1111610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1111610.125000 Penalty: 3057.960449
	Iteration 25Q: 3 clusters Score -1111610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1111613.125000 Penalty: 3057.960449
	Iteration 26Q: 3 clusters Score -1111613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1111616.875000 Penalty: 3057.960449
	Iteration 27Q: 3 clusters Score -1111617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1111616.500000 Penalty: 3057.960449
	Iteration 28Q: 3 clusters Score -1111616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1111617.125000 Penalty: 3057.960449
	Iteration 29Q: 3 clusters Score -1111617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1111616.375000 Penalty: 3057.960449
	Iteration 30Q: 3 clusters Score -1111616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1111615.250000 Penalty: 3057.960449
	Iteration 31Q: 3 clusters Score -1111615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1111617.875000 Penalty: 3057.960449
	Iteration 32Q: 3 clusters Score -1111618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1111617.500000 Penalty: 3057.960449
	Iteration 33Q: 3 clusters Score -1111618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1111616.875000 Penalty: 3057.960449
	Iteration 34Q: 3 clusters Score -1111617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1111616.875000 Penalty: 3057.960449
	Iteration 35F: 3 clusters Score -1111617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -1068513.500000 Penalty: 1513.316406
	Iteration 0F: 2 clusters Score -1068514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1060661.125000 Penalty: 3026.632812
	Iteration 0F: 3 clusters Score -1060661 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1063465.125000 Penalty: 3026.632812
	Iteration 1F: 3 clusters Score -1063465 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1063942.500000 Penalty: 3026.632812
	Iteration 2F: 3 clusters Score -1063942 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1064552.375000 Penalty: 3026.632812
	Iteration 3F: 3 clusters Score -1064552 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1065435.875000 Penalty: 3026.632812
	Iteration 4F: 3 clusters Score -1065436 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1066389.375000 Penalty: 3026.632812
	Iteration 5F: 3 clusters Score -1066389 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1066980.875000 Penalty: 3026.632812
	Iteration 6F: 3 clusters Score -1066981 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1067311.000000 Penalty: 3026.632812
	Iteration 7Q: 3 clusters Score -1067311 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1067516.875000 Penalty: 3026.632812
	Iteration 8Q: 3 clusters Score -1067517 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1067676.500000 Penalty: 3026.632812
	Iteration 9Q: 3 clusters Score -1067676 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1067829.125000 Penalty: 3026.632812
	Iteration 10Q: 3 clusters Score -1067829 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1067952.000000 Penalty: 3026.632812
	Iteration 11Q: 3 clusters Score -1067952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1068036.875000 Penalty: 3026.632812
	Iteration 12Q: 3 clusters Score -1068037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1068097.000000 Penalty: 3026.632812
	Iteration 13Q: 3 clusters Score -1068097 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1068137.875000 Penalty: 3026.632812
	Iteration 14Q: 3 clusters Score -1068138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1068171.250000 Penalty: 3026.632812
	Iteration 15Q: 3 clusters Score -1068171 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1068198.875000 Penalty: 3026.632812
	Iteration 16Q: 3 clusters Score -1068199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1068221.375000 Penalty: 3026.632812
	Iteration 17Q: 3 clusters Score -1068221 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1068237.500000 Penalty: 3026.632812
	Iteration 18Q: 3 clusters Score -1068238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1068248.250000 Penalty: 3026.632812
	Iteration 19Q: 3 clusters Score -1068248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1068255.000000 Penalty: 3026.632812
	Iteration 20F: 3 clusters Score -1068255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1068260.500000 Penalty: 3026.632812
	Iteration 21Q: 3 clusters Score -1068260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1068267.625000 Penalty: 3026.632812
	Iteration 22Q: 3 clusters Score -1068268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1068274.625000 Penalty: 3026.632812
	Iteration 23Q: 3 clusters Score -1068275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1068281.125000 Penalty: 3026.632812
	Iteration 24Q: 3 clusters Score -1068281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1068289.625000 Penalty: 3026.632812
	Iteration 25Q: 3 clusters Score -1068290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1068296.750000 Penalty: 3026.632812
	Iteration 26Q: 3 clusters Score -1068297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1068299.500000 Penalty: 3026.632812
	Iteration 27Q: 3 clusters Score -1068300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1068308.250000 Penalty: 3026.632812
	Iteration 28Q: 3 clusters Score -1068308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1068316.625000 Penalty: 3026.632812
	Iteration 29Q: 3 clusters Score -1068317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1068321.625000 Penalty: 3026.632812
	Iteration 30Q: 3 clusters Score -1068322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1068329.125000 Penalty: 3026.632812
	Iteration 31Q: 3 clusters Score -1068329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1068336.625000 Penalty: 3026.632812
	Iteration 32Q: 3 clusters Score -1068337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1068347.500000 Penalty: 3026.632812
	Iteration 33Q: 3 clusters Score -1068348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1068350.750000 Penalty: 3026.632812
	Iteration 34Q: 3 clusters Score -1068351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1068358.250000 Penalty: 3026.632812
	Iteration 35Q: 3 clusters Score -1068358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1068363.500000 Penalty: 3026.632812
	Iteration 36Q: 3 clusters Score -1068364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1068369.000000 Penalty: 3026.632812
	Iteration 37Q: 3 clusters Score -1068369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1068376.875000 Penalty: 3026.632812
	Iteration 38Q: 3 clusters Score -1068377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1068391.875000 Penalty: 3026.632812
	Iteration 39Q: 3 clusters Score -1068392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1068408.125000 Penalty: 3026.632812
	Iteration 40F: 3 clusters Score -1068408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1068428.625000 Penalty: 3026.632812
	Iteration 41Q: 3 clusters Score -1068429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1068445.125000 Penalty: 3026.632812
	Iteration 42Q: 3 clusters Score -1068445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1068463.250000 Penalty: 3026.632812
	Iteration 43Q: 3 clusters Score -1068463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1068479.750000 Penalty: 3026.632812
	Iteration 44Q: 3 clusters Score -1068480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1068505.000000 Penalty: 3026.632812
	Iteration 45Q: 3 clusters Score -1068505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1068534.000000 Penalty: 3026.632812
	Iteration 46Q: 3 clusters Score -1068534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1068558.625000 Penalty: 3026.632812
	Iteration 47Q: 3 clusters Score -1068559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1068587.875000 Penalty: 3026.632812
	Iteration 48Q: 3 clusters Score -1068588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1068615.000000 Penalty: 3026.632812
	Iteration 49Q: 3 clusters Score -1068615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1068662.625000 Penalty: 3026.632812
	Iteration 50Q: 3 clusters Score -1068663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1068698.750000 Penalty: 3026.632812
	Iteration 51Q: 3 clusters Score -1068699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1068715.750000 Penalty: 3026.632812
	Iteration 52Q: 3 clusters Score -1068716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1068727.375000 Penalty: 3026.632812
	Iteration 53Q: 3 clusters Score -1068727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1068737.125000 Penalty: 3026.632812
	Iteration 54Q: 3 clusters Score -1068737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1068742.750000 Penalty: 3026.632812
	Iteration 55Q: 3 clusters Score -1068743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1068746.000000 Penalty: 3026.632812
	Iteration 56Q: 3 clusters Score -1068746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1068749.625000 Penalty: 3026.632812
	Iteration 57Q: 3 clusters Score -1068750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1068749.125000 Penalty: 3026.632812
	Iteration 58Q: 3 clusters Score -1068749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1068750.250000 Penalty: 3026.632812
	Iteration 59Q: 3 clusters Score -1068750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1068752.625000 Penalty: 3026.632812
	Iteration 60F: 3 clusters Score -1068753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1068754.000000 Penalty: 3026.632812
	Iteration 61Q: 3 clusters Score -1068754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1068754.250000 Penalty: 3026.632812
	Iteration 62Q: 3 clusters Score -1068754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1068755.250000 Penalty: 3026.632812
	Iteration 63Q: 3 clusters Score -1068755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1068755.750000 Penalty: 3026.632812
	Iteration 64Q: 3 clusters Score -1068756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1068755.750000 Penalty: 3026.632812
	Iteration 65F: 3 clusters Score -1068756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 87713 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 16 contains 52948 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 17008 members 
Mstep: Class 20 contains 1606 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 58487 members 
Mstep: Class 24 contains 120532 members 
Mstep: Class 25 contains 1286 members 
Entering Unmasked Estep 
Score: -52371828.000000 Penalty: 53662.054688
Splitting cluster 18 changes total score from -52334408.000000 to -52371828.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (17008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Entering Unmasked Estep 
Score: -1702174.875000 Penalty: 1582.983765
	Iteration 0F: 2 clusters Score -1702175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1690419.500000 Penalty: 3165.967529
	Iteration 0F: 3 clusters Score -1690420 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1694618.875000 Penalty: 3165.967529
	Iteration 1F: 3 clusters Score -1694619 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1695025.125000 Penalty: 3165.967529
	Iteration 2F: 3 clusters Score -1695025 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1695432.000000 Penalty: 3165.967529
	Iteration 3F: 3 clusters Score -1695432 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1695980.375000 Penalty: 3165.967529
	Iteration 4F: 3 clusters Score -1695980 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1696733.500000 Penalty: 3165.967529
	Iteration 5F: 3 clusters Score -1696734 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1697794.500000 Penalty: 3165.967529
	Iteration 6F: 3 clusters Score -1697794 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1698882.750000 Penalty: 3165.967529
	Iteration 7F: 3 clusters Score -1698883 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1699760.000000 Penalty: 3165.967529
	Iteration 8F: 3 clusters Score -1699760 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1700301.375000 Penalty: 3165.967529
	Iteration 9Q: 3 clusters Score -1700301 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1700633.375000 Penalty: 3165.967529
	Iteration 10Q: 3 clusters Score -1700633 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1700803.000000 Penalty: 3165.967529
	Iteration 11Q: 3 clusters Score -1700803 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1700885.625000 Penalty: 3165.967529
	Iteration 12Q: 3 clusters Score -1700886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1700933.375000 Penalty: 3165.967529
	Iteration 13Q: 3 clusters Score -1700933 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1700953.625000 Penalty: 3165.967529
	Iteration 14Q: 3 clusters Score -1700954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1700966.000000 Penalty: 3165.967529
	Iteration 15Q: 3 clusters Score -1700966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1700980.250000 Penalty: 3165.967529
	Iteration 16Q: 3 clusters Score -1700980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1700995.000000 Penalty: 3165.967529
	Iteration 17Q: 3 clusters Score -1700995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -1701000.875000 Penalty: 3165.967529
	Iteration 18Q: 3 clusters Score -1701001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1701007.250000 Penalty: 3165.967529
	Iteration 19Q: 3 clusters Score -1701007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1701010.250000 Penalty: 3165.967529
	Iteration 20F: 3 clusters Score -1701010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1701015.875000 Penalty: 3165.967529
	Iteration 21Q: 3 clusters Score -1701016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1701016.125000 Penalty: 3165.967529
	Iteration 22Q: 3 clusters Score -1701016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1701018.750000 Penalty: 3165.967529
	Iteration 23Q: 3 clusters Score -1701019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1701018.875000 Penalty: 3165.967529
	Iteration 24Q: 3 clusters Score -1701019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -1701019.250000 Penalty: 3165.967529
	Iteration 25Q: 3 clusters Score -1701019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1701021.750000 Penalty: 3165.967529
	Iteration 26Q: 3 clusters Score -1701022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1701028.625000 Penalty: 3165.967529
	Iteration 27Q: 3 clusters Score -1701029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1701028.375000 Penalty: 3165.967529
	Iteration 28Q: 3 clusters Score -1701028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1701028.625000 Penalty: 3165.967529
	Iteration 29Q: 3 clusters Score -1701029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1701030.500000 Penalty: 3165.967529
	Iteration 30Q: 3 clusters Score -1701030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1701031.375000 Penalty: 3165.967529
	Iteration 31Q: 3 clusters Score -1701031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1701031.250000 Penalty: 3165.967529
	Iteration 32Q: 3 clusters Score -1701031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1701037.000000 Penalty: 3165.967529
	Iteration 33Q: 3 clusters Score -1701037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1701041.375000 Penalty: 3165.967529
	Iteration 34Q: 3 clusters Score -1701041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1701041.375000 Penalty: 3165.967529
	Iteration 35F: 3 clusters Score -1701041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 13338 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 26690 members 
Mstep: Class 8 contains 27431 members 
Mstep: Class 9 contains 19823 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 12 contains 4594 members 
Mstep: Class 13 contains 87713 members 
Mstep: Class 14 contains 31057 members 
Mstep: Class 15 contains 6771 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 17008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52382328.000000 Penalty: 53662.054688
Iteration 39Q: 26 clusters Score -5.238233e+07 nChanged 17591
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 17225 members 
Mstep: Class 5 contains 13651 members 
Mstep: Class 6 contains 9520 members 
Mstep: Class 7 contains 27197 members 
Mstep: Class 8 contains 27664 members 
Mstep: Class 9 contains 19688 members 
Mstep: Class 10 contains 8584 members 
Mstep: Class 11 contains 2822 members 
Mstep: Class 12 contains 4738 members 
Mstep: Class 13 contains 91453 members 
Mstep: Class 14 contains 31072 members 
Mstep: Class 15 contains 6976 members 
Mstep: Class 16 contains 51179 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 9546 members 
Mstep: Class 19 contains 14682 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 2231 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 57859 members 
Mstep: Class 24 contains 118162 members 
Mstep: Class 25 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52391648.000000 Penalty: 53662.054688
Iteration 40F: 26 clusters Score -5.239165e+07 nChanged 15110
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 7996 members 
Mstep: Class 4 contains 17115 members 
Mstep: Class 5 contains 13581 members 
Mstep: Class 6 contains 10345 members 
Mstep: Class 7 contains 27044 members 
Mstep: Class 8 contains 27675 members 
Mstep: Class 9 contains 19727 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 2696 members 
Mstep: Class 12 contains 4780 members 
Mstep: Class 13 contains 92811 members 
Mstep: Class 14 contains 30413 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 50868 members 
Mstep: Class 17 contains 12557 members 
Mstep: Class 18 contains 9554 members 
Mstep: Class 19 contains 12668 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 59107 members 
Mstep: Class 24 contains 119496 members 
Mstep: Class 25 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52395728.000000 Penalty: 53662.054688
Iteration 41Q: 26 clusters Score -5.239573e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 17033 members 
Mstep: Class 5 contains 13541 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 26892 members 
Mstep: Class 8 contains 27644 members 
Mstep: Class 9 contains 19861 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 94097 members 
Mstep: Class 14 contains 29893 members 
Mstep: Class 15 contains 6846 members 
Mstep: Class 16 contains 50533 members 
Mstep: Class 17 contains 12367 members 
Mstep: Class 18 contains 9530 members 
Mstep: Class 19 contains 10944 members 
Mstep: Class 20 contains 1723 members 
Mstep: Class 21 contains 2420 members 
Mstep: Class 22 contains 1296 members 
Mstep: Class 23 contains 59874 members 
Mstep: Class 24 contains 120483 members 
Mstep: Class 25 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52398844.000000 Penalty: 53662.054688
Iteration 42Q: 26 clusters Score -5.239884e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4626 members 
Mstep: Class 3 contains 8316 members 
Mstep: Class 4 contains 16962 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 6 contains 11507 members 
Mstep: Class 7 contains 26742 members 
Mstep: Class 8 contains 27578 members 
Mstep: Class 9 contains 19991 members 
Mstep: Class 10 contains 5854 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 4833 members 
Mstep: Class 13 contains 95215 members 
Mstep: Class 14 contains 29438 members 
Mstep: Class 15 contains 6813 members 
Mstep: Class 16 contains 50194 members 
Mstep: Class 17 contains 12219 members 
Mstep: Class 18 contains 9536 members 
Mstep: Class 19 contains 9585 members 
Mstep: Class 20 contains 1743 members 
Mstep: Class 21 contains 2497 members 
Mstep: Class 22 contains 1311 members 
Mstep: Class 23 contains 60407 members 
Mstep: Class 24 contains 121210 members 
Mstep: Class 25 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52400680.000000 Penalty: 53662.054688
Iteration 43Q: 26 clusters Score -5.240068e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 16890 members 
Mstep: Class 5 contains 13487 members 
Mstep: Class 6 contains 11877 members 
Mstep: Class 7 contains 26614 members 
Mstep: Class 8 contains 27530 members 
Mstep: Class 9 contains 20090 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 96121 members 
Mstep: Class 14 contains 29063 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 49963 members 
Mstep: Class 17 contains 12135 members 
Mstep: Class 18 contains 9555 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 1324 members 
Mstep: Class 23 contains 60820 members 
Mstep: Class 24 contains 121798 members 
Mstep: Class 25 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52402268.000000 Penalty: 53662.054688
Iteration 44Q: 26 clusters Score -5.240227e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 8609 members 
Mstep: Class 4 contains 16824 members 
Mstep: Class 5 contains 13475 members 
Mstep: Class 6 contains 12147 members 
Mstep: Class 7 contains 26517 members 
Mstep: Class 8 contains 27470 members 
Mstep: Class 9 contains 20175 members 
Mstep: Class 10 contains 5138 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 96883 members 
Mstep: Class 14 contains 28759 members 
Mstep: Class 15 contains 6703 members 
Mstep: Class 16 contains 49760 members 
Mstep: Class 17 contains 12098 members 
Mstep: Class 18 contains 9602 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 1758 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 1335 members 
Mstep: Class 23 contains 61113 members 
Mstep: Class 24 contains 122235 members 
Mstep: Class 25 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403476.000000 Penalty: 53662.054688
Iteration 45Q: 26 clusters Score -5.240348e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 8760 members 
Mstep: Class 4 contains 16764 members 
Mstep: Class 5 contains 13486 members 
Mstep: Class 6 contains 12354 members 
Mstep: Class 7 contains 26405 members 
Mstep: Class 8 contains 27401 members 
Mstep: Class 9 contains 20242 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 97566 members 
Mstep: Class 14 contains 28523 members 
Mstep: Class 15 contains 6655 members 
Mstep: Class 16 contains 49538 members 
Mstep: Class 17 contains 12073 members 
Mstep: Class 18 contains 9639 members 
Mstep: Class 19 contains 6860 members 
Mstep: Class 20 contains 1761 members 
Mstep: Class 21 contains 2676 members 
Mstep: Class 22 contains 1339 members 
Mstep: Class 23 contains 61368 members 
Mstep: Class 24 contains 122563 members 
Mstep: Class 25 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404244.000000 Penalty: 53662.054688
Iteration 46Q: 26 clusters Score -5.240424e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 8896 members 
Mstep: Class 4 contains 16721 members 
Mstep: Class 5 contains 13483 members 
Mstep: Class 6 contains 12515 members 
Mstep: Class 7 contains 26321 members 
Mstep: Class 8 contains 27322 members 
Mstep: Class 9 contains 20305 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 4812 members 
Mstep: Class 13 contains 98151 members 
Mstep: Class 14 contains 28316 members 
Mstep: Class 15 contains 6601 members 
Mstep: Class 16 contains 49295 members 
Mstep: Class 17 contains 12061 members 
Mstep: Class 18 contains 9679 members 
Mstep: Class 19 contains 6329 members 
Mstep: Class 20 contains 1767 members 
Mstep: Class 21 contains 2721 members 
Mstep: Class 22 contains 1345 members 
Mstep: Class 23 contains 61593 members 
Mstep: Class 24 contains 122832 members 
Mstep: Class 25 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404892.000000 Penalty: 53662.054688
Iteration 47Q: 26 clusters Score -5.240489e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 9012 members 
Mstep: Class 4 contains 16686 members 
Mstep: Class 5 contains 13487 members 
Mstep: Class 6 contains 12657 members 
Mstep: Class 7 contains 26264 members 
Mstep: Class 8 contains 27255 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 4808 members 
Mstep: Class 13 contains 98621 members 
Mstep: Class 14 contains 28122 members 
Mstep: Class 15 contains 6555 members 
Mstep: Class 16 contains 49088 members 
Mstep: Class 17 contains 12051 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 1774 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 1352 members 
Mstep: Class 23 contains 61772 members 
Mstep: Class 24 contains 123036 members 
Mstep: Class 25 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405516.000000 Penalty: 53662.054688
Iteration 48Q: 26 clusters Score -5.240552e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 9121 members 
Mstep: Class 4 contains 16660 members 
Mstep: Class 5 contains 13499 members 
Mstep: Class 6 contains 12792 members 
Mstep: Class 7 contains 26199 members 
Mstep: Class 8 contains 27201 members 
Mstep: Class 9 contains 20423 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 4803 members 
Mstep: Class 13 contains 99025 members 
Mstep: Class 14 contains 27961 members 
Mstep: Class 15 contains 6525 members 
Mstep: Class 16 contains 48892 members 
Mstep: Class 17 contains 12023 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 1779 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 1353 members 
Mstep: Class 23 contains 61900 members 
Mstep: Class 24 contains 123183 members 
Mstep: Class 25 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405940.000000 Penalty: 53662.054688
Iteration 49Q: 26 clusters Score -5.240594e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 9233 members 
Mstep: Class 4 contains 16641 members 
Mstep: Class 5 contains 13536 members 
Mstep: Class 6 contains 12910 members 
Mstep: Class 7 contains 26131 members 
Mstep: Class 8 contains 27153 members 
Mstep: Class 9 contains 20476 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 4791 members 
Mstep: Class 13 contains 99317 members 
Mstep: Class 14 contains 27827 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 48673 members 
Mstep: Class 17 contains 11985 members 
Mstep: Class 18 contains 9788 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 2818 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 62011 members 
Mstep: Class 24 contains 123317 members 
Mstep: Class 25 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406412.000000 Penalty: 53662.054688
Iteration 50Q: 26 clusters Score -5.240641e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 13566 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 27105 members 
Mstep: Class 9 contains 20515 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 4777 members 
Mstep: Class 13 contains 99573 members 
Mstep: Class 14 contains 27706 members 
Mstep: Class 15 contains 6476 members 
Mstep: Class 16 contains 48479 members 
Mstep: Class 17 contains 11966 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 5237 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62074 members 
Mstep: Class 24 contains 123458 members 
Mstep: Class 25 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406900.000000 Penalty: 53662.054688
Iteration 51Q: 26 clusters Score -5.24069e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 9449 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 13601 members 
Mstep: Class 6 contains 13060 members 
Mstep: Class 7 contains 26048 members 
Mstep: Class 8 contains 27072 members 
Mstep: Class 9 contains 20552 members 
Mstep: Class 10 contains 3947 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 4762 members 
Mstep: Class 13 contains 99775 members 
Mstep: Class 14 contains 27605 members 
Mstep: Class 15 contains 6451 members 
Mstep: Class 16 contains 48286 members 
Mstep: Class 17 contains 11972 members 
Mstep: Class 18 contains 9829 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 2863 members 
Mstep: Class 22 contains 1356 members 
Mstep: Class 23 contains 62123 members 
Mstep: Class 24 contains 123574 members 
Mstep: Class 25 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407092.000000 Penalty: 53662.054688
Iteration 52Q: 26 clusters Score -5.240709e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 9544 members 
Mstep: Class 4 contains 16607 members 
Mstep: Class 5 contains 13634 members 
Mstep: Class 6 contains 13106 members 
Mstep: Class 7 contains 26013 members 
Mstep: Class 8 contains 27028 members 
Mstep: Class 9 contains 20581 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 4750 members 
Mstep: Class 13 contains 99973 members 
Mstep: Class 14 contains 27518 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 48098 members 
Mstep: Class 17 contains 11969 members 
Mstep: Class 18 contains 9856 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 1785 members 
Mstep: Class 21 contains 2883 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 62158 members 
Mstep: Class 24 contains 123657 members 
Mstep: Class 25 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407264.000000 Penalty: 53662.054688
Iteration 53Q: 26 clusters Score -5.240726e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 9655 members 
Mstep: Class 4 contains 16608 members 
Mstep: Class 5 contains 13670 members 
Mstep: Class 6 contains 13134 members 
Mstep: Class 7 contains 25989 members 
Mstep: Class 8 contains 26995 members 
Mstep: Class 9 contains 20599 members 
Mstep: Class 10 contains 3792 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 4731 members 
Mstep: Class 13 contains 100111 members 
Mstep: Class 14 contains 27449 members 
Mstep: Class 15 contains 6462 members 
Mstep: Class 16 contains 47909 members 
Mstep: Class 17 contains 11974 members 
Mstep: Class 18 contains 9875 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2903 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 62191 members 
Mstep: Class 24 contains 123723 members 
Mstep: Class 25 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407528.000000 Penalty: 53662.054688
Iteration 54Q: 26 clusters Score -5.240753e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 16604 members 
Mstep: Class 5 contains 13693 members 
Mstep: Class 6 contains 13138 members 
Mstep: Class 7 contains 25975 members 
Mstep: Class 8 contains 26965 members 
Mstep: Class 9 contains 20620 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 4707 members 
Mstep: Class 13 contains 100258 members 
Mstep: Class 14 contains 27401 members 
Mstep: Class 15 contains 6467 members 
Mstep: Class 16 contains 47727 members 
Mstep: Class 17 contains 11970 members 
Mstep: Class 18 contains 9884 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2925 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 62224 members 
Mstep: Class 24 contains 123759 members 
Mstep: Class 25 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407568.000000 Penalty: 53662.054688
Iteration 55Q: 26 clusters Score -5.240757e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 9891 members 
Mstep: Class 4 contains 16608 members 
Mstep: Class 5 contains 13720 members 
Mstep: Class 6 contains 13142 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 8 contains 26933 members 
Mstep: Class 9 contains 20634 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 2159 members 
Mstep: Class 12 contains 4690 members 
Mstep: Class 13 contains 100370 members 
Mstep: Class 14 contains 27370 members 
Mstep: Class 15 contains 6485 members 
Mstep: Class 16 contains 47561 members 
Mstep: Class 17 contains 11973 members 
Mstep: Class 18 contains 9896 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2944 members 
Mstep: Class 22 contains 1357 members 
Mstep: Class 23 contains 62265 members 
Mstep: Class 24 contains 123796 members 
Mstep: Class 25 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407708.000000 Penalty: 53662.054688
Iteration 56Q: 26 clusters Score -5.240771e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 10016 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 13751 members 
Mstep: Class 6 contains 13154 members 
Mstep: Class 7 contains 25901 members 
Mstep: Class 8 contains 26907 members 
Mstep: Class 9 contains 20645 members 
Mstep: Class 10 contains 3630 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 100447 members 
Mstep: Class 14 contains 27364 members 
Mstep: Class 15 contains 6492 members 
Mstep: Class 16 contains 47398 members 
Mstep: Class 17 contains 11984 members 
Mstep: Class 18 contains 9905 members 
Mstep: Class 19 contains 4805 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2956 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 62281 members 
Mstep: Class 24 contains 123818 members 
Mstep: Class 25 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407692.000000 Penalty: 53662.054688
Iteration 57Q: 26 clusters Score -5.240769e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 16602 members 
Mstep: Class 5 contains 13784 members 
Mstep: Class 6 contains 13164 members 
Mstep: Class 7 contains 25879 members 
Mstep: Class 8 contains 26885 members 
Mstep: Class 9 contains 20656 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 2136 members 
Mstep: Class 12 contains 4642 members 
Mstep: Class 13 contains 100501 members 
Mstep: Class 14 contains 27353 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 47258 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 9917 members 
Mstep: Class 19 contains 4766 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2964 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 62299 members 
Mstep: Class 24 contains 123844 members 
Mstep: Class 25 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407636.000000 Penalty: 53662.054688
Iteration 58Q: 26 clusters Score -5.240764e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 10196 members 
Mstep: Class 4 contains 16598 members 
Mstep: Class 5 contains 13800 members 
Mstep: Class 6 contains 13178 members 
Mstep: Class 7 contains 25861 members 
Mstep: Class 8 contains 26860 members 
Mstep: Class 9 contains 20668 members 
Mstep: Class 10 contains 3546 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 4620 members 
Mstep: Class 13 contains 100576 members 
Mstep: Class 14 contains 27325 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 47131 members 
Mstep: Class 17 contains 12023 members 
Mstep: Class 18 contains 9934 members 
Mstep: Class 19 contains 4724 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2972 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 62319 members 
Mstep: Class 24 contains 123865 members 
Mstep: Class 25 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407524.000000 Penalty: 53662.054688
Iteration 59Q: 26 clusters Score -5.240752e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 10293 members 
Mstep: Class 4 contains 16596 members 
Mstep: Class 5 contains 13822 members 
Mstep: Class 6 contains 13186 members 
Mstep: Class 7 contains 25833 members 
Mstep: Class 8 contains 26829 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 4602 members 
Mstep: Class 13 contains 100639 members 
Mstep: Class 14 contains 27315 members 
Mstep: Class 15 contains 6533 members 
Mstep: Class 16 contains 46997 members 
Mstep: Class 17 contains 12052 members 
Mstep: Class 18 contains 9937 members 
Mstep: Class 19 contains 4686 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2976 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123887 members 
Mstep: Class 25 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407720.000000 Penalty: 53662.054688
Iteration 60F: 26 clusters Score -5.240772e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 10386 members 
Mstep: Class 4 contains 16593 members 
Mstep: Class 5 contains 13833 members 
Mstep: Class 6 contains 13187 members 
Mstep: Class 7 contains 25799 members 
Mstep: Class 8 contains 26790 members 
Mstep: Class 9 contains 20679 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 100691 members 
Mstep: Class 14 contains 27306 members 
Mstep: Class 15 contains 6531 members 
Mstep: Class 16 contains 46884 members 
Mstep: Class 17 contains 12070 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 4702 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2983 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 62350 members 
Mstep: Class 24 contains 123893 members 
Mstep: Class 25 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407756.000000 Penalty: 53662.054688
Iteration 61Q: 26 clusters Score -5.240776e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 10479 members 
Mstep: Class 4 contains 16591 members 
Mstep: Class 5 contains 13847 members 
Mstep: Class 6 contains 13190 members 
Mstep: Class 7 contains 25774 members 
Mstep: Class 8 contains 26764 members 
Mstep: Class 9 contains 20686 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 4584 members 
Mstep: Class 13 contains 100767 members 
Mstep: Class 14 contains 27298 members 
Mstep: Class 15 contains 6532 members 
Mstep: Class 16 contains 46760 members 
Mstep: Class 17 contains 12089 members 
Mstep: Class 18 contains 9939 members 
Mstep: Class 19 contains 4702 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 1358 members 
Mstep: Class 23 contains 62349 members 
Mstep: Class 24 contains 123901 members 
Mstep: Class 25 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407800.000000 Penalty: 53662.054688
Iteration 62Q: 26 clusters Score -5.24078e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 10549 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 13185 members 
Mstep: Class 7 contains 25753 members 
Mstep: Class 8 contains 26727 members 
Mstep: Class 9 contains 20696 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 4576 members 
Mstep: Class 13 contains 100835 members 
Mstep: Class 14 contains 27279 members 
Mstep: Class 15 contains 6533 members 
Mstep: Class 16 contains 46655 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 9947 members 
Mstep: Class 19 contains 4728 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 2987 members 
Mstep: Class 22 contains 1359 members 
Mstep: Class 23 contains 62353 members 
Mstep: Class 24 contains 123896 members 
Mstep: Class 25 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407912.000000 Penalty: 53662.054688
Iteration 63Q: 26 clusters Score -5.240791e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 10611 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 13883 members 
Mstep: Class 6 contains 13191 members 
Mstep: Class 7 contains 25732 members 
Mstep: Class 8 contains 26701 members 
Mstep: Class 9 contains 20699 members 
Mstep: Class 10 contains 3460 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 4568 members 
Mstep: Class 13 contains 100887 members 
Mstep: Class 14 contains 27265 members 
Mstep: Class 15 contains 6537 members 
Mstep: Class 16 contains 46557 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 9958 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2989 members 
Mstep: Class 22 contains 1361 members 
Mstep: Class 23 contains 62351 members 
Mstep: Class 24 contains 123895 members 
Mstep: Class 25 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407952.000000 Penalty: 53662.054688
Iteration 64Q: 26 clusters Score -5.240795e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4714 members 
Mstep: Class 3 contains 10672 members 
Mstep: Class 4 contains 16585 members 
Mstep: Class 5 contains 13894 members 
Mstep: Class 6 contains 13195 members 
Mstep: Class 7 contains 25716 members 
Mstep: Class 8 contains 26679 members 
Mstep: Class 9 contains 20704 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 2037 members 
Mstep: Class 12 contains 4562 members 
Mstep: Class 13 contains 100925 members 
Mstep: Class 14 contains 27249 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 46457 members 
Mstep: Class 17 contains 12145 members 
Mstep: Class 18 contains 9967 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2991 members 
Mstep: Class 22 contains 1362 members 
Mstep: Class 23 contains 62345 members 
Mstep: Class 24 contains 123902 members 
Mstep: Class 25 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407952.000000 Penalty: 53662.054688
Iteration 65Q: 26 clusters Score -5.240795e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4719 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 16581 members 
Mstep: Class 5 contains 13899 members 
Mstep: Class 6 contains 13199 members 
Mstep: Class 7 contains 25704 members 
Mstep: Class 8 contains 26659 members 
Mstep: Class 9 contains 20708 members 
Mstep: Class 10 contains 3447 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 4556 members 
Mstep: Class 13 contains 100949 members 
Mstep: Class 14 contains 27236 members 
Mstep: Class 15 contains 6552 members 
Mstep: Class 16 contains 46362 members 
Mstep: Class 17 contains 12165 members 
Mstep: Class 18 contains 9975 members 
Mstep: Class 19 contains 4772 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2991 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 62345 members 
Mstep: Class 24 contains 123917 members 
Mstep: Class 25 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408040.000000 Penalty: 53662.054688
Iteration 66Q: 26 clusters Score -5.240804e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4719 members 
Mstep: Class 3 contains 10791 members 
Mstep: Class 4 contains 16582 members 
Mstep: Class 5 contains 13900 members 
Mstep: Class 6 contains 13201 members 
Mstep: Class 7 contains 25699 members 
Mstep: Class 8 contains 26647 members 
Mstep: Class 9 contains 20714 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 100966 members 
Mstep: Class 14 contains 27235 members 
Mstep: Class 15 contains 6559 members 
Mstep: Class 16 contains 46275 members 
Mstep: Class 17 contains 12204 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 4768 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2992 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 62339 members 
Mstep: Class 24 contains 123916 members 
Mstep: Class 25 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408048.000000 Penalty: 53662.054688
Iteration 67Q: 26 clusters Score -5.240805e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 10830 members 
Mstep: Class 4 contains 16584 members 
Mstep: Class 5 contains 13900 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 25697 members 
Mstep: Class 8 contains 26633 members 
Mstep: Class 9 contains 20717 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 100975 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 6566 members 
Mstep: Class 16 contains 46209 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 9977 members 
Mstep: Class 19 contains 4765 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2996 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 62339 members 
Mstep: Class 24 contains 123924 members 
Mstep: Class 25 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408032.000000 Penalty: 53662.054688
Iteration 68Q: 26 clusters Score -5.240803e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 10876 members 
Mstep: Class 4 contains 16584 members 
Mstep: Class 5 contains 13899 members 
Mstep: Class 6 contains 13206 members 
Mstep: Class 7 contains 25689 members 
Mstep: Class 8 contains 26624 members 
Mstep: Class 9 contains 20718 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 4546 members 
Mstep: Class 13 contains 100995 members 
Mstep: Class 14 contains 27217 members 
Mstep: Class 15 contains 6571 members 
Mstep: Class 16 contains 46149 members 
Mstep: Class 17 contains 12262 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 4761 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 62333 members 
Mstep: Class 24 contains 123926 members 
Mstep: Class 25 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408084.000000 Penalty: 53662.054688
Iteration 69Q: 26 clusters Score -5.240808e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 10916 members 
Mstep: Class 4 contains 16586 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 13210 members 
Mstep: Class 7 contains 25678 members 
Mstep: Class 8 contains 26607 members 
Mstep: Class 9 contains 20720 members 
Mstep: Class 10 contains 3429 members 
Mstep: Class 11 contains 1984 members 
Mstep: Class 12 contains 4543 members 
Mstep: Class 13 contains 101014 members 
Mstep: Class 14 contains 27212 members 
Mstep: Class 15 contains 6574 members 
Mstep: Class 16 contains 46096 members 
Mstep: Class 17 contains 12297 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 2997 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 62331 members 
Mstep: Class 24 contains 123925 members 
Mstep: Class 25 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408012.000000 Penalty: 53662.054688
Iteration 70Q: 26 clusters Score -5.240801e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4729 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 16589 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 13209 members 
Mstep: Class 7 contains 25676 members 
Mstep: Class 8 contains 26581 members 
Mstep: Class 9 contains 20724 members 
Mstep: Class 10 contains 3421 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 4542 members 
Mstep: Class 13 contains 101024 members 
Mstep: Class 14 contains 27202 members 
Mstep: Class 15 contains 6575 members 
Mstep: Class 16 contains 46057 members 
Mstep: Class 17 contains 12320 members 
Mstep: Class 18 contains 9974 members 
Mstep: Class 19 contains 4759 members 
Mstep: Class 20 contains 1782 members 
Mstep: Class 21 contains 3000 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 62343 members 
Mstep: Class 24 contains 123928 members 
Mstep: Class 25 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408124.000000 Penalty: 53662.054688
Iteration 71Q: 26 clusters Score -5.240812e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 10974 members 
Mstep: Class 4 contains 16588 members 
Mstep: Class 5 contains 13915 members 
Mstep: Class 6 contains 13214 members 
Mstep: Class 7 contains 25671 members 
Mstep: Class 8 contains 26561 members 
Mstep: Class 9 contains 20726 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 4543 members 
Mstep: Class 13 contains 101050 members 
Mstep: Class 14 contains 27195 members 
Mstep: Class 15 contains 6579 members 
Mstep: Class 16 contains 46019 members 
Mstep: Class 17 contains 12335 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 3002 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 62353 members 
Mstep: Class 24 contains 123925 members 
Mstep: Class 25 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408172.000000 Penalty: 53662.054688
Iteration 72Q: 26 clusters Score -5.240817e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4732 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 16585 members 
Mstep: Class 5 contains 13925 members 
Mstep: Class 6 contains 13216 members 
Mstep: Class 7 contains 25666 members 
Mstep: Class 8 contains 26532 members 
Mstep: Class 9 contains 20734 members 
Mstep: Class 10 contains 3395 members 
Mstep: Class 11 contains 1949 members 
Mstep: Class 12 contains 4542 members 
Mstep: Class 13 contains 101079 members 
Mstep: Class 14 contains 27191 members 
Mstep: Class 15 contains 6584 members 
Mstep: Class 16 contains 45983 members 
Mstep: Class 17 contains 12339 members 
Mstep: Class 18 contains 9972 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3005 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 62362 members 
Mstep: Class 24 contains 123926 members 
Mstep: Class 25 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408044.000000 Penalty: 53662.054688
Iteration 73Q: 26 clusters Score -5.240804e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4733 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 13939 members 
Mstep: Class 6 contains 13216 members 
Mstep: Class 7 contains 25662 members 
Mstep: Class 8 contains 26519 members 
Mstep: Class 9 contains 20736 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 4541 members 
Mstep: Class 13 contains 101097 members 
Mstep: Class 14 contains 27188 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 45945 members 
Mstep: Class 17 contains 12345 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 4764 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3004 members 
Mstep: Class 22 contains 1365 members 
Mstep: Class 23 contains 62364 members 
Mstep: Class 24 contains 123925 members 
Mstep: Class 25 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408132.000000 Penalty: 53662.054688
Iteration 74Q: 26 clusters Score -5.240813e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 11032 members 
Mstep: Class 4 contains 16584 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 13216 members 
Mstep: Class 7 contains 25657 members 
Mstep: Class 8 contains 26508 members 
Mstep: Class 9 contains 20738 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 4540 members 
Mstep: Class 13 contains 101108 members 
Mstep: Class 14 contains 27188 members 
Mstep: Class 15 contains 6588 members 
Mstep: Class 16 contains 45909 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 9982 members 
Mstep: Class 19 contains 4766 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3005 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62367 members 
Mstep: Class 24 contains 123930 members 
Mstep: Class 25 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408196.000000 Penalty: 53662.054688
Iteration 75Q: 26 clusters Score -5.24082e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 11045 members 
Mstep: Class 4 contains 16584 members 
Mstep: Class 5 contains 13961 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 25649 members 
Mstep: Class 8 contains 26494 members 
Mstep: Class 9 contains 20738 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 101123 members 
Mstep: Class 14 contains 27181 members 
Mstep: Class 15 contains 6591 members 
Mstep: Class 16 contains 45888 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 4764 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3007 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62375 members 
Mstep: Class 24 contains 123934 members 
Mstep: Class 25 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408192.000000 Penalty: 53662.054688
Iteration 76Q: 26 clusters Score -5.240819e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 11059 members 
Mstep: Class 4 contains 16585 members 
Mstep: Class 5 contains 13969 members 
Mstep: Class 6 contains 13220 members 
Mstep: Class 7 contains 25644 members 
Mstep: Class 8 contains 26477 members 
Mstep: Class 9 contains 20739 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 101141 members 
Mstep: Class 14 contains 27179 members 
Mstep: Class 15 contains 6596 members 
Mstep: Class 16 contains 45864 members 
Mstep: Class 17 contains 12354 members 
Mstep: Class 18 contains 9986 members 
Mstep: Class 19 contains 4761 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3007 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62375 members 
Mstep: Class 24 contains 123939 members 
Mstep: Class 25 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408200.000000 Penalty: 53662.054688
Iteration 77Q: 26 clusters Score -5.24082e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 11071 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 13976 members 
Mstep: Class 6 contains 13222 members 
Mstep: Class 7 contains 25639 members 
Mstep: Class 8 contains 26468 members 
Mstep: Class 9 contains 20740 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 1930 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 101148 members 
Mstep: Class 14 contains 27179 members 
Mstep: Class 15 contains 6600 members 
Mstep: Class 16 contains 45848 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3008 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62380 members 
Mstep: Class 24 contains 123939 members 
Mstep: Class 25 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408264.000000 Penalty: 53662.054688
Iteration 78Q: 26 clusters Score -5.240826e+07 nChanged 100
Entering ConstructFrom: 
Score: -52408264.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -103975.742188 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -103975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102440.617188 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -102440.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102683.304688 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -102683.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102770.117188 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -102770.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102811.070312 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -102811.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -102847.070312 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -102847.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -102861.882812 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -102861.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -102869.773438 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -102869.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102875.585938 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -102875.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102881.445312 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -102881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -102885.312500 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -102885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102886.968750 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -102887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102887.367188 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -102887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102888.085938 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -102888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102888.085938 Penalty: 2278.644531
	Iteration 13F: 3 clusters Score -102888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -453130.812500 Penalty: 1375.434814
	Iteration 0F: 2 clusters Score -453130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -449314.875000 Penalty: 2750.869629
	Iteration 0F: 3 clusters Score -449314.9 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -450330.937500 Penalty: 2750.869629
	Iteration 1F: 3 clusters Score -450330.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -450571.656250 Penalty: 2750.869629
	Iteration 2F: 3 clusters Score -450571.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -450751.750000 Penalty: 2750.869629
	Iteration 3F: 3 clusters Score -450751.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -450919.625000 Penalty: 2750.869629
	Iteration 4F: 3 clusters Score -450919.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -451185.031250 Penalty: 2750.869629
	Iteration 5F: 3 clusters Score -451185 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -451536.781250 Penalty: 2750.869629
	Iteration 6F: 3 clusters Score -451536.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -451980.062500 Penalty: 2750.869629
	Iteration 7F: 3 clusters Score -451980.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -452453.406250 Penalty: 2750.869629
	Iteration 8F: 3 clusters Score -452453.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -452713.812500 Penalty: 2750.869629
	Iteration 9F: 3 clusters Score -452713.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -452880.531250 Penalty: 2750.869629
	Iteration 10Q: 3 clusters Score -452880.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -453028.718750 Penalty: 2750.869629
	Iteration 11Q: 3 clusters Score -453028.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -453207.343750 Penalty: 2750.869629
	Iteration 12Q: 3 clusters Score -453207.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -453375.156250 Penalty: 2750.869629
	Iteration 13Q: 3 clusters Score -453375.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -453554.750000 Penalty: 2750.869629
	Iteration 14Q: 3 clusters Score -453554.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -453671.281250 Penalty: 2750.869629
	Iteration 15Q: 3 clusters Score -453671.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -453741.875000 Penalty: 2750.869629
	Iteration 16Q: 3 clusters Score -453741.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -453797.375000 Penalty: 2750.869629
	Iteration 17Q: 3 clusters Score -453797.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -453825.687500 Penalty: 2750.869629
	Iteration 18Q: 3 clusters Score -453825.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -453850.218750 Penalty: 2750.869629
	Iteration 19Q: 3 clusters Score -453850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -453857.156250 Penalty: 2750.869629
	Iteration 20F: 3 clusters Score -453857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -453860.281250 Penalty: 2750.869629
	Iteration 21Q: 3 clusters Score -453860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -453862.093750 Penalty: 2750.869629
	Iteration 22Q: 3 clusters Score -453862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -453863.625000 Penalty: 2750.869629
	Iteration 23Q: 3 clusters Score -453863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -453865.593750 Penalty: 2750.869629
	Iteration 24Q: 3 clusters Score -453865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -453867.156250 Penalty: 2750.869629
	Iteration 25Q: 3 clusters Score -453867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -453869.281250 Penalty: 2750.869629
	Iteration 26Q: 3 clusters Score -453869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -453869.718750 Penalty: 2750.869629
	Iteration 27Q: 3 clusters Score -453869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -453869.718750 Penalty: 2750.869629
	Iteration 28F: 3 clusters Score -453869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 11085 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 13986 members 
Mstep: Class 6 contains 13225 members 
Mstep: Class 7 contains 25632 members 
Mstep: Class 8 contains 26469 members 
Mstep: Class 9 contains 20742 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 101155 members 
Mstep: Class 14 contains 27178 members 
Mstep: Class 15 contains 6602 members 
Mstep: Class 16 contains 45828 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3009 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62382 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1547 members 
Mstep: Class 26 contains 3746 members 
Entering Unmasked Estep 
Score: -52408212.000000 Penalty: 55808.535156
Splitting cluster 2 changes total score from -52408264.000000 to -52408212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Entering Unmasked Estep 
Score: -1111711.375000 Penalty: 1513.419067
	Iteration 0F: 2 clusters Score -1111711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1103859.500000 Penalty: 3026.838135
	Iteration 0F: 3 clusters Score -1103860 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1106462.125000 Penalty: 3026.838135
	Iteration 1F: 3 clusters Score -1106462 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1106767.125000 Penalty: 3026.838135
	Iteration 2F: 3 clusters Score -1106767 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1107049.375000 Penalty: 3026.838135
	Iteration 3F: 3 clusters Score -1107049 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1107335.375000 Penalty: 3026.838135
	Iteration 4Q: 3 clusters Score -1107335 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1107635.625000 Penalty: 3026.838135
	Iteration 5Q: 3 clusters Score -1107636 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1107970.500000 Penalty: 3026.838135
	Iteration 6Q: 3 clusters Score -1107970 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1108362.375000 Penalty: 3026.838135
	Iteration 7Q: 3 clusters Score -1108362 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1108814.875000 Penalty: 3026.838135
	Iteration 8F: 3 clusters Score -1108815 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1109236.750000 Penalty: 3026.838135
	Iteration 9Q: 3 clusters Score -1109237 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1109585.250000 Penalty: 3026.838135
	Iteration 10Q: 3 clusters Score -1109585 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1109825.500000 Penalty: 3026.838135
	Iteration 11Q: 3 clusters Score -1109826 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1109998.000000 Penalty: 3026.838135
	Iteration 12Q: 3 clusters Score -1109998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1110125.750000 Penalty: 3026.838135
	Iteration 13Q: 3 clusters Score -1110126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1110217.125000 Penalty: 3026.838135
	Iteration 14Q: 3 clusters Score -1110217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1110268.500000 Penalty: 3026.838135
	Iteration 15Q: 3 clusters Score -1110268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1110301.875000 Penalty: 3026.838135
	Iteration 16Q: 3 clusters Score -1110302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1110323.125000 Penalty: 3026.838135
	Iteration 17Q: 3 clusters Score -1110323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1110341.375000 Penalty: 3026.838135
	Iteration 18Q: 3 clusters Score -1110341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1110349.750000 Penalty: 3026.838135
	Iteration 19Q: 3 clusters Score -1110350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1110360.625000 Penalty: 3026.838135
	Iteration 20F: 3 clusters Score -1110361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1110377.500000 Penalty: 3026.838135
	Iteration 21Q: 3 clusters Score -1110378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1110387.375000 Penalty: 3026.838135
	Iteration 22Q: 3 clusters Score -1110387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1110394.375000 Penalty: 3026.838135
	Iteration 23Q: 3 clusters Score -1110394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1110399.375000 Penalty: 3026.838135
	Iteration 24Q: 3 clusters Score -1110399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1110400.375000 Penalty: 3026.838135
	Iteration 25Q: 3 clusters Score -1110400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1110406.125000 Penalty: 3026.838135
	Iteration 26Q: 3 clusters Score -1110406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1110410.125000 Penalty: 3026.838135
	Iteration 27Q: 3 clusters Score -1110410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1110414.250000 Penalty: 3026.838135
	Iteration 28Q: 3 clusters Score -1110414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1110418.000000 Penalty: 3026.838135
	Iteration 29Q: 3 clusters Score -1110418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1110421.625000 Penalty: 3026.838135
	Iteration 30Q: 3 clusters Score -1110422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1110426.375000 Penalty: 3026.838135
	Iteration 31Q: 3 clusters Score -1110426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1110432.125000 Penalty: 3026.838135
	Iteration 32Q: 3 clusters Score -1110432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1110435.875000 Penalty: 3026.838135
	Iteration 33Q: 3 clusters Score -1110436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1110442.125000 Penalty: 3026.838135
	Iteration 34Q: 3 clusters Score -1110442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1110447.625000 Penalty: 3026.838135
	Iteration 35Q: 3 clusters Score -1110448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1110447.625000 Penalty: 3026.838135
	Iteration 36F: 3 clusters Score -1110448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Entering Unmasked Estep 
Score: -1655488.750000 Penalty: 1578.871582
	Iteration 0F: 2 clusters Score -1655489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1644060.250000 Penalty: 3157.743164
	Iteration 0F: 3 clusters Score -1644060 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1648126.375000 Penalty: 3157.743164
	Iteration 1F: 3 clusters Score -1648126 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1648481.750000 Penalty: 3157.743164
	Iteration 2F: 3 clusters Score -1648482 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1648791.125000 Penalty: 3157.743164
	Iteration 3Q: 3 clusters Score -1648791 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1649148.250000 Penalty: 3157.743164
	Iteration 4Q: 3 clusters Score -1649148 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1649607.125000 Penalty: 3157.743164
	Iteration 5Q: 3 clusters Score -1649607 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1650269.125000 Penalty: 3157.743164
	Iteration 6F: 3 clusters Score -1650269 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1651128.500000 Penalty: 3157.743164
	Iteration 7F: 3 clusters Score -1651128 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1652130.625000 Penalty: 3157.743164
	Iteration 8F: 3 clusters Score -1652131 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1653262.125000 Penalty: 3157.743164
	Iteration 9F: 3 clusters Score -1653262 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1654295.000000 Penalty: 3157.743164
	Iteration 10F: 3 clusters Score -1654295 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1654838.500000 Penalty: 3157.743164
	Iteration 11Q: 3 clusters Score -1654838 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1655037.000000 Penalty: 3157.743164
	Iteration 12Q: 3 clusters Score -1655037 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1655120.500000 Penalty: 3157.743164
	Iteration 13Q: 3 clusters Score -1655120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1655171.500000 Penalty: 3157.743164
	Iteration 14Q: 3 clusters Score -1655172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1655198.500000 Penalty: 3157.743164
	Iteration 15Q: 3 clusters Score -1655198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1655210.750000 Penalty: 3157.743164
	Iteration 16Q: 3 clusters Score -1655211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1655215.000000 Penalty: 3157.743164
	Iteration 17Q: 3 clusters Score -1655215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1655220.500000 Penalty: 3157.743164
	Iteration 18Q: 3 clusters Score -1655220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1655231.125000 Penalty: 3157.743164
	Iteration 19Q: 3 clusters Score -1655231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1655240.500000 Penalty: 3157.743164
	Iteration 20F: 3 clusters Score -1655240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1655237.875000 Penalty: 3157.743164
	Iteration 21Q: 3 clusters Score -1655238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1655244.125000 Penalty: 3157.743164
	Iteration 22Q: 3 clusters Score -1655244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1655245.125000 Penalty: 3157.743164
	Iteration 23Q: 3 clusters Score -1655245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1655241.875000 Penalty: 3157.743164
	Iteration 24Q: 3 clusters Score -1655242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1655245.500000 Penalty: 3157.743164
	Iteration 25Q: 3 clusters Score -1655246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1655242.625000 Penalty: 3157.743164
	Iteration 26Q: 3 clusters Score -1655243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1655245.375000 Penalty: 3157.743164
	Iteration 27Q: 3 clusters Score -1655245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1655247.750000 Penalty: 3157.743164
	Iteration 28Q: 3 clusters Score -1655248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1655247.625000 Penalty: 3157.743164
	Iteration 29Q: 3 clusters Score -1655248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1655247.750000 Penalty: 3157.743164
	Iteration 30Q: 3 clusters Score -1655248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1655247.750000 Penalty: 3157.743164
	Iteration 31F: 3 clusters Score -1655248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Entering Unmasked Estep 
Score: -1370183.250000 Penalty: 1551.194336
	Iteration 0F: 2 clusters Score -1370183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1360396.375000 Penalty: 3102.388672
	Iteration 0F: 3 clusters Score -1360396 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1363819.375000 Penalty: 3102.388672
	Iteration 1F: 3 clusters Score -1363819 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1364154.125000 Penalty: 3102.388672
	Iteration 2F: 3 clusters Score -1364154 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1364490.375000 Penalty: 3102.388672
	Iteration 3F: 3 clusters Score -1364490 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1364827.500000 Penalty: 3102.388672
	Iteration 4F: 3 clusters Score -1364828 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1365203.625000 Penalty: 3102.388672
	Iteration 5Q: 3 clusters Score -1365204 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1365662.625000 Penalty: 3102.388672
	Iteration 6F: 3 clusters Score -1365663 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1366202.875000 Penalty: 3102.388672
	Iteration 7F: 3 clusters Score -1366203 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1366831.625000 Penalty: 3102.388672
	Iteration 8F: 3 clusters Score -1366832 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1367310.500000 Penalty: 3102.388672
	Iteration 9Q: 3 clusters Score -1367310 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1367612.125000 Penalty: 3102.388672
	Iteration 10Q: 3 clusters Score -1367612 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1367739.625000 Penalty: 3102.388672
	Iteration 11Q: 3 clusters Score -1367740 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1367798.000000 Penalty: 3102.388672
	Iteration 12Q: 3 clusters Score -1367798 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1367829.125000 Penalty: 3102.388672
	Iteration 13Q: 3 clusters Score -1367829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1367850.125000 Penalty: 3102.388672
	Iteration 14Q: 3 clusters Score -1367850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1367875.375000 Penalty: 3102.388672
	Iteration 15Q: 3 clusters Score -1367875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1367901.250000 Penalty: 3102.388672
	Iteration 16Q: 3 clusters Score -1367901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1367920.875000 Penalty: 3102.388672
	Iteration 17Q: 3 clusters Score -1367921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1367955.625000 Penalty: 3102.388672
	Iteration 18Q: 3 clusters Score -1367956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1367989.125000 Penalty: 3102.388672
	Iteration 19Q: 3 clusters Score -1367989 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1368039.125000 Penalty: 3102.388672
	Iteration 20F: 3 clusters Score -1368039 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1368104.750000 Penalty: 3102.388672
	Iteration 21Q: 3 clusters Score -1368105 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1368167.250000 Penalty: 3102.388672
	Iteration 22Q: 3 clusters Score -1368167 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1368239.000000 Penalty: 3102.388672
	Iteration 23Q: 3 clusters Score -1368239 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1368303.750000 Penalty: 3102.388672
	Iteration 24Q: 3 clusters Score -1368304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1368344.875000 Penalty: 3102.388672
	Iteration 25Q: 3 clusters Score -1368345 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1368375.125000 Penalty: 3102.388672
	Iteration 26Q: 3 clusters Score -1368375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1368404.125000 Penalty: 3102.388672
	Iteration 27Q: 3 clusters Score -1368404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1368435.250000 Penalty: 3102.388672
	Iteration 28Q: 3 clusters Score -1368435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1368462.750000 Penalty: 3102.388672
	Iteration 29Q: 3 clusters Score -1368463 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1368491.500000 Penalty: 3102.388672
	Iteration 30Q: 3 clusters Score -1368492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1368510.625000 Penalty: 3102.388672
	Iteration 31Q: 3 clusters Score -1368511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1368527.875000 Penalty: 3102.388672
	Iteration 32Q: 3 clusters Score -1368528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1368546.000000 Penalty: 3102.388672
	Iteration 33Q: 3 clusters Score -1368546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1368563.750000 Penalty: 3102.388672
	Iteration 34Q: 3 clusters Score -1368564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1368583.750000 Penalty: 3102.388672
	Iteration 35Q: 3 clusters Score -1368584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1368598.500000 Penalty: 3102.388672
	Iteration 36Q: 3 clusters Score -1368598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1368613.125000 Penalty: 3102.388672
	Iteration 37Q: 3 clusters Score -1368613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1368624.750000 Penalty: 3102.388672
	Iteration 38Q: 3 clusters Score -1368625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1368643.125000 Penalty: 3102.388672
	Iteration 39Q: 3 clusters Score -1368643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1368660.750000 Penalty: 3102.388672
	Iteration 40F: 3 clusters Score -1368661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1368667.125000 Penalty: 3102.388672
	Iteration 41Q: 3 clusters Score -1368667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1368680.375000 Penalty: 3102.388672
	Iteration 42Q: 3 clusters Score -1368680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1368690.500000 Penalty: 3102.388672
	Iteration 43Q: 3 clusters Score -1368690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1368698.875000 Penalty: 3102.388672
	Iteration 44Q: 3 clusters Score -1368699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1368702.125000 Penalty: 3102.388672
	Iteration 45Q: 3 clusters Score -1368702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1368709.250000 Penalty: 3102.388672
	Iteration 46Q: 3 clusters Score -1368709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1368714.625000 Penalty: 3102.388672
	Iteration 47Q: 3 clusters Score -1368715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1368717.375000 Penalty: 3102.388672
	Iteration 48Q: 3 clusters Score -1368717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1368723.875000 Penalty: 3102.388672
	Iteration 49Q: 3 clusters Score -1368724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1368726.625000 Penalty: 3102.388672
	Iteration 50Q: 3 clusters Score -1368727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1368730.500000 Penalty: 3102.388672
	Iteration 51Q: 3 clusters Score -1368730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1368734.875000 Penalty: 3102.388672
	Iteration 52Q: 3 clusters Score -1368735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1368740.250000 Penalty: 3102.388672
	Iteration 53Q: 3 clusters Score -1368740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1368740.500000 Penalty: 3102.388672
	Iteration 54Q: 3 clusters Score -1368740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1368744.750000 Penalty: 3102.388672
	Iteration 55Q: 3 clusters Score -1368745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1368748.125000 Penalty: 3102.388672
	Iteration 56Q: 3 clusters Score -1368748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1368751.875000 Penalty: 3102.388672
	Iteration 57Q: 3 clusters Score -1368752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1368750.250000 Penalty: 3102.388672
	Iteration 58Q: 3 clusters Score -1368750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1368747.125000 Penalty: 3102.388672
	Iteration 59Q: 3 clusters Score -1368747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1368752.500000 Penalty: 3102.388672
	Iteration 60F: 3 clusters Score -1368752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1368753.000000 Penalty: 3102.388672
	Iteration 61Q: 3 clusters Score -1368753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1368755.750000 Penalty: 3102.388672
	Iteration 62Q: 3 clusters Score -1368756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1368754.375000 Penalty: 3102.388672
	Iteration 63Q: 3 clusters Score -1368754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1368756.125000 Penalty: 3102.388672
	Iteration 64Q: 3 clusters Score -1368756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1368754.875000 Penalty: 3102.388672
	Iteration 65Q: 3 clusters Score -1368755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1368757.750000 Penalty: 3102.388672
	Iteration 66Q: 3 clusters Score -1368758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1368759.000000 Penalty: 3102.388672
	Iteration 67Q: 3 clusters Score -1368759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1368759.750000 Penalty: 3102.388672
	Iteration 68Q: 3 clusters Score -1368760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1368761.250000 Penalty: 3102.388672
	Iteration 69Q: 3 clusters Score -1368761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1368760.500000 Penalty: 3102.388672
	Iteration 70Q: 3 clusters Score -1368760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1368759.875000 Penalty: 3102.388672
	Iteration 71Q: 3 clusters Score -1368760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1368758.625000 Penalty: 3102.388672
	Iteration 72Q: 3 clusters Score -1368759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1368758.625000 Penalty: 3102.388672
	Iteration 73F: 3 clusters Score -1368759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1308144.000000 Penalty: 1542.102905
	Iteration 0F: 2 clusters Score -1308144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1298906.625000 Penalty: 3084.205811
	Iteration 0F: 3 clusters Score -1298907 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1302184.125000 Penalty: 3084.205811
	Iteration 1F: 3 clusters Score -1302184 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1302587.125000 Penalty: 3084.205811
	Iteration 2F: 3 clusters Score -1302587 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1302982.750000 Penalty: 3084.205811
	Iteration 3F: 3 clusters Score -1302983 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1303348.125000 Penalty: 3084.205811
	Iteration 4F: 3 clusters Score -1303348 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1303720.125000 Penalty: 3084.205811
	Iteration 5F: 3 clusters Score -1303720 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1304104.500000 Penalty: 3084.205811
	Iteration 6F: 3 clusters Score -1304104 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1304493.625000 Penalty: 3084.205811
	Iteration 7Q: 3 clusters Score -1304494 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1304931.500000 Penalty: 3084.205811
	Iteration 8Q: 3 clusters Score -1304932 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1305311.375000 Penalty: 3084.205811
	Iteration 9Q: 3 clusters Score -1305311 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1305649.500000 Penalty: 3084.205811
	Iteration 10Q: 3 clusters Score -1305650 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1305896.250000 Penalty: 3084.205811
	Iteration 11Q: 3 clusters Score -1305896 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1306072.125000 Penalty: 3084.205811
	Iteration 12Q: 3 clusters Score -1306072 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1306232.750000 Penalty: 3084.205811
	Iteration 13Q: 3 clusters Score -1306233 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1306397.375000 Penalty: 3084.205811
	Iteration 14Q: 3 clusters Score -1306397 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1306498.125000 Penalty: 3084.205811
	Iteration 15Q: 3 clusters Score -1306498 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1306586.125000 Penalty: 3084.205811
	Iteration 16Q: 3 clusters Score -1306586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1306688.125000 Penalty: 3084.205811
	Iteration 17Q: 3 clusters Score -1306688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1306739.500000 Penalty: 3084.205811
	Iteration 18Q: 3 clusters Score -1306740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1306777.875000 Penalty: 3084.205811
	Iteration 19Q: 3 clusters Score -1306778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1306813.375000 Penalty: 3084.205811
	Iteration 20F: 3 clusters Score -1306813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1306833.250000 Penalty: 3084.205811
	Iteration 21Q: 3 clusters Score -1306833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1306849.375000 Penalty: 3084.205811
	Iteration 22Q: 3 clusters Score -1306849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1306868.250000 Penalty: 3084.205811
	Iteration 23Q: 3 clusters Score -1306868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1306877.375000 Penalty: 3084.205811
	Iteration 24Q: 3 clusters Score -1306877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1306880.250000 Penalty: 3084.205811
	Iteration 25Q: 3 clusters Score -1306880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1306884.250000 Penalty: 3084.205811
	Iteration 26Q: 3 clusters Score -1306884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1306893.375000 Penalty: 3084.205811
	Iteration 27Q: 3 clusters Score -1306893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1306900.875000 Penalty: 3084.205811
	Iteration 28Q: 3 clusters Score -1306901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1306905.125000 Penalty: 3084.205811
	Iteration 29Q: 3 clusters Score -1306905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1306915.500000 Penalty: 3084.205811
	Iteration 30Q: 3 clusters Score -1306916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1306919.875000 Penalty: 3084.205811
	Iteration 31Q: 3 clusters Score -1306920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1306921.250000 Penalty: 3084.205811
	Iteration 32Q: 3 clusters Score -1306921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1306926.750000 Penalty: 3084.205811
	Iteration 33Q: 3 clusters Score -1306927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1306931.750000 Penalty: 3084.205811
	Iteration 34Q: 3 clusters Score -1306932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1306935.125000 Penalty: 3084.205811
	Iteration 35Q: 3 clusters Score -1306935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1306941.250000 Penalty: 3084.205811
	Iteration 36Q: 3 clusters Score -1306941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1306943.500000 Penalty: 3084.205811
	Iteration 37Q: 3 clusters Score -1306944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1306945.500000 Penalty: 3084.205811
	Iteration 38Q: 3 clusters Score -1306946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1306948.625000 Penalty: 3084.205811
	Iteration 39Q: 3 clusters Score -1306949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1306952.875000 Penalty: 3084.205811
	Iteration 40F: 3 clusters Score -1306953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1306953.375000 Penalty: 3084.205811
	Iteration 41Q: 3 clusters Score -1306953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1306954.750000 Penalty: 3084.205811
	Iteration 42Q: 3 clusters Score -1306955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1306954.375000 Penalty: 3084.205811
	Iteration 43Q: 3 clusters Score -1306954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1306954.375000 Penalty: 3084.205811
	Iteration 44F: 3 clusters Score -1306954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Entering Unmasked Estep 
Score: -2508120.500000 Penalty: 1649.634521
	Iteration 0F: 2 clusters Score -2508120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2490639.000000 Penalty: 3299.269043
	Iteration 0F: 3 clusters Score -2490639 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2497247.000000 Penalty: 3299.269043
	Iteration 1F: 3 clusters Score -2497247 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2497620.500000 Penalty: 3299.269043
	Iteration 2Q: 3 clusters Score -2497620 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2498002.750000 Penalty: 3299.269043
	Iteration 3Q: 3 clusters Score -2498003 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2498466.750000 Penalty: 3299.269043
	Iteration 4Q: 3 clusters Score -2498467 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2499113.250000 Penalty: 3299.269043
	Iteration 5Q: 3 clusters Score -2499113 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2500092.250000 Penalty: 3299.269043
	Iteration 6F: 3 clusters Score -2500092 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2501431.500000 Penalty: 3299.269043
	Iteration 7F: 3 clusters Score -2501432 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2503027.750000 Penalty: 3299.269043
	Iteration 8F: 3 clusters Score -2503028 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2504524.000000 Penalty: 3299.269043
	Iteration 9F: 3 clusters Score -2504524 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2505456.750000 Penalty: 3299.269043
	Iteration 10Q: 3 clusters Score -2505457 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2505973.500000 Penalty: 3299.269043
	Iteration 11Q: 3 clusters Score -2505974 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2506231.500000 Penalty: 3299.269043
	Iteration 12Q: 3 clusters Score -2506232 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2506367.000000 Penalty: 3299.269043
	Iteration 13Q: 3 clusters Score -2506367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2506469.000000 Penalty: 3299.269043
	Iteration 14Q: 3 clusters Score -2506469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2506535.000000 Penalty: 3299.269043
	Iteration 15Q: 3 clusters Score -2506535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2506594.750000 Penalty: 3299.269043
	Iteration 16Q: 3 clusters Score -2506595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2506621.250000 Penalty: 3299.269043
	Iteration 17Q: 3 clusters Score -2506621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2506649.000000 Penalty: 3299.269043
	Iteration 18Q: 3 clusters Score -2506649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2506657.750000 Penalty: 3299.269043
	Iteration 19Q: 3 clusters Score -2506658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2506670.000000 Penalty: 3299.269043
	Iteration 20F: 3 clusters Score -2506670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2506678.750000 Penalty: 3299.269043
	Iteration 21Q: 3 clusters Score -2506679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2506686.000000 Penalty: 3299.269043
	Iteration 22Q: 3 clusters Score -2506686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2506697.250000 Penalty: 3299.269043
	Iteration 23Q: 3 clusters Score -2506697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2506698.750000 Penalty: 3299.269043
	Iteration 24Q: 3 clusters Score -2506699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2506698.750000 Penalty: 3299.269043
	Iteration 25Q: 3 clusters Score -2506699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2506707.750000 Penalty: 3299.269043
	Iteration 26Q: 3 clusters Score -2506708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2506712.000000 Penalty: 3299.269043
	Iteration 27Q: 3 clusters Score -2506712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2506718.500000 Penalty: 3299.269043
	Iteration 28Q: 3 clusters Score -2506718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2506720.750000 Penalty: 3299.269043
	Iteration 29Q: 3 clusters Score -2506721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2506731.750000 Penalty: 3299.269043
	Iteration 30Q: 3 clusters Score -2506732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2506735.750000 Penalty: 3299.269043
	Iteration 31Q: 3 clusters Score -2506736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2506746.250000 Penalty: 3299.269043
	Iteration 32Q: 3 clusters Score -2506746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2506751.500000 Penalty: 3299.269043
	Iteration 33Q: 3 clusters Score -2506752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2506749.250000 Penalty: 3299.269043
	Iteration 34Q: 3 clusters Score -2506749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2506755.250000 Penalty: 3299.269043
	Iteration 35Q: 3 clusters Score -2506755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2506757.250000 Penalty: 3299.269043
	Iteration 36Q: 3 clusters Score -2506757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2506761.500000 Penalty: 3299.269043
	Iteration 37Q: 3 clusters Score -2506762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2506761.250000 Penalty: 3299.269043
	Iteration 38Q: 3 clusters Score -2506761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2506761.250000 Penalty: 3299.269043
	Iteration 39F: 3 clusters Score -2506761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Entering Unmasked Estep 
Score: -2579400.250000 Penalty: 1654.855957
	Iteration 0F: 2 clusters Score -2579400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2561464.750000 Penalty: 3309.711914
	Iteration 0F: 3 clusters Score -2561465 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2568172.750000 Penalty: 3309.711914
	Iteration 1F: 3 clusters Score -2568173 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2568561.250000 Penalty: 3309.711914
	Iteration 2Q: 3 clusters Score -2568561 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2568918.250000 Penalty: 3309.711914
	Iteration 3Q: 3 clusters Score -2568918 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2569241.500000 Penalty: 3309.711914
	Iteration 4Q: 3 clusters Score -2569242 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2569705.500000 Penalty: 3309.711914
	Iteration 5Q: 3 clusters Score -2569706 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2570289.000000 Penalty: 3309.711914
	Iteration 6Q: 3 clusters Score -2570289 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2570953.750000 Penalty: 3309.711914
	Iteration 7Q: 3 clusters Score -2570954 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2571657.500000 Penalty: 3309.711914
	Iteration 8F: 3 clusters Score -2571658 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2572412.250000 Penalty: 3309.711914
	Iteration 9F: 3 clusters Score -2572412 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2573289.000000 Penalty: 3309.711914
	Iteration 10F: 3 clusters Score -2573289 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2574469.000000 Penalty: 3309.711914
	Iteration 11F: 3 clusters Score -2574469 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2575715.250000 Penalty: 3309.711914
	Iteration 12F: 3 clusters Score -2575715 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2576814.000000 Penalty: 3309.711914
	Iteration 13Q: 3 clusters Score -2576814 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2577527.000000 Penalty: 3309.711914
	Iteration 14Q: 3 clusters Score -2577527 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2577947.750000 Penalty: 3309.711914
	Iteration 15Q: 3 clusters Score -2577948 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2578202.500000 Penalty: 3309.711914
	Iteration 16Q: 3 clusters Score -2578202 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2578384.250000 Penalty: 3309.711914
	Iteration 17Q: 3 clusters Score -2578384 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2578564.250000 Penalty: 3309.711914
	Iteration 18Q: 3 clusters Score -2578564 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2578719.500000 Penalty: 3309.711914
	Iteration 19Q: 3 clusters Score -2578720 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2578824.500000 Penalty: 3309.711914
	Iteration 20F: 3 clusters Score -2578824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2578933.500000 Penalty: 3309.711914
	Iteration 21Q: 3 clusters Score -2578934 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2579018.000000 Penalty: 3309.711914
	Iteration 22Q: 3 clusters Score -2579018 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2579094.500000 Penalty: 3309.711914
	Iteration 23Q: 3 clusters Score -2579094 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2579147.500000 Penalty: 3309.711914
	Iteration 24Q: 3 clusters Score -2579148 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2579179.500000 Penalty: 3309.711914
	Iteration 25Q: 3 clusters Score -2579180 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2579205.250000 Penalty: 3309.711914
	Iteration 26Q: 3 clusters Score -2579205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2579224.500000 Penalty: 3309.711914
	Iteration 27Q: 3 clusters Score -2579224 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2579235.750000 Penalty: 3309.711914
	Iteration 28Q: 3 clusters Score -2579236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2579248.000000 Penalty: 3309.711914
	Iteration 29Q: 3 clusters Score -2579248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2579250.750000 Penalty: 3309.711914
	Iteration 30Q: 3 clusters Score -2579251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2579262.750000 Penalty: 3309.711914
	Iteration 31Q: 3 clusters Score -2579263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2579271.000000 Penalty: 3309.711914
	Iteration 32Q: 3 clusters Score -2579271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2579269.250000 Penalty: 3309.711914
	Iteration 33Q: 3 clusters Score -2579269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2579272.250000 Penalty: 3309.711914
	Iteration 34Q: 3 clusters Score -2579272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2579278.000000 Penalty: 3309.711914
	Iteration 35Q: 3 clusters Score -2579278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2579279.250000 Penalty: 3309.711914
	Iteration 36Q: 3 clusters Score -2579279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2579282.500000 Penalty: 3309.711914
	Iteration 37Q: 3 clusters Score -2579282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2579283.500000 Penalty: 3309.711914
	Iteration 38Q: 3 clusters Score -2579284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2579289.750000 Penalty: 3309.711914
	Iteration 39Q: 3 clusters Score -2579290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2579291.750000 Penalty: 3309.711914
	Iteration 40F: 3 clusters Score -2579292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2579289.500000 Penalty: 3309.711914
	Iteration 41Q: 3 clusters Score -2579290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2579291.000000 Penalty: 3309.711914
	Iteration 42Q: 3 clusters Score -2579291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2579289.500000 Penalty: 3309.711914
	Iteration 43Q: 3 clusters Score -2579290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2579284.250000 Penalty: 3309.711914
	Iteration 44Q: 3 clusters Score -2579284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2579284.250000 Penalty: 3309.711914
	Iteration 45F: 3 clusters Score -2579284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Entering Unmasked Estep 
Score: -2100056.750000 Penalty: 1615.236328
	Iteration 0F: 2 clusters Score -2100057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2085976.000000 Penalty: 3230.472656
	Iteration 0F: 3 clusters Score -2085976 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2090985.750000 Penalty: 3230.472656
	Iteration 1F: 3 clusters Score -2090986 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2091348.625000 Penalty: 3230.472656
	Iteration 2Q: 3 clusters Score -2091349 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2091712.750000 Penalty: 3230.472656
	Iteration 3Q: 3 clusters Score -2091713 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2092175.250000 Penalty: 3230.472656
	Iteration 4Q: 3 clusters Score -2092175 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2092860.625000 Penalty: 3230.472656
	Iteration 5F: 3 clusters Score -2092861 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2093771.500000 Penalty: 3230.472656
	Iteration 6F: 3 clusters Score -2093772 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2094983.875000 Penalty: 3230.472656
	Iteration 7F: 3 clusters Score -2094984 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2096018.000000 Penalty: 3230.472656
	Iteration 8F: 3 clusters Score -2096018 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2096796.875000 Penalty: 3230.472656
	Iteration 9F: 3 clusters Score -2096797 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2097330.000000 Penalty: 3230.472656
	Iteration 10Q: 3 clusters Score -2097330 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2097697.750000 Penalty: 3230.472656
	Iteration 11Q: 3 clusters Score -2097698 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2097938.750000 Penalty: 3230.472656
	Iteration 12Q: 3 clusters Score -2097939 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2098125.250000 Penalty: 3230.472656
	Iteration 13Q: 3 clusters Score -2098125 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2098243.750000 Penalty: 3230.472656
	Iteration 14Q: 3 clusters Score -2098244 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2098325.500000 Penalty: 3230.472656
	Iteration 15Q: 3 clusters Score -2098326 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2098384.500000 Penalty: 3230.472656
	Iteration 16Q: 3 clusters Score -2098384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2098428.500000 Penalty: 3230.472656
	Iteration 17Q: 3 clusters Score -2098428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2098475.500000 Penalty: 3230.472656
	Iteration 18Q: 3 clusters Score -2098476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2098504.750000 Penalty: 3230.472656
	Iteration 19Q: 3 clusters Score -2098505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2098544.500000 Penalty: 3230.472656
	Iteration 20F: 3 clusters Score -2098544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2098568.250000 Penalty: 3230.472656
	Iteration 21Q: 3 clusters Score -2098568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2098590.750000 Penalty: 3230.472656
	Iteration 22Q: 3 clusters Score -2098591 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2098609.500000 Penalty: 3230.472656
	Iteration 23Q: 3 clusters Score -2098610 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2098624.500000 Penalty: 3230.472656
	Iteration 24Q: 3 clusters Score -2098624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2098642.500000 Penalty: 3230.472656
	Iteration 25Q: 3 clusters Score -2098642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2098667.500000 Penalty: 3230.472656
	Iteration 26Q: 3 clusters Score -2098668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2098680.250000 Penalty: 3230.472656
	Iteration 27Q: 3 clusters Score -2098680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2098710.750000 Penalty: 3230.472656
	Iteration 28Q: 3 clusters Score -2098711 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2098729.750000 Penalty: 3230.472656
	Iteration 29Q: 3 clusters Score -2098730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2098748.500000 Penalty: 3230.472656
	Iteration 30Q: 3 clusters Score -2098748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2098771.750000 Penalty: 3230.472656
	Iteration 31Q: 3 clusters Score -2098772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2098798.250000 Penalty: 3230.472656
	Iteration 32Q: 3 clusters Score -2098798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2098819.750000 Penalty: 3230.472656
	Iteration 33Q: 3 clusters Score -2098820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2098839.250000 Penalty: 3230.472656
	Iteration 34Q: 3 clusters Score -2098839 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2098854.750000 Penalty: 3230.472656
	Iteration 35Q: 3 clusters Score -2098855 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2098872.250000 Penalty: 3230.472656
	Iteration 36Q: 3 clusters Score -2098872 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2098904.250000 Penalty: 3230.472656
	Iteration 37Q: 3 clusters Score -2098904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2098921.750000 Penalty: 3230.472656
	Iteration 38Q: 3 clusters Score -2098922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2098961.000000 Penalty: 3230.472656
	Iteration 39Q: 3 clusters Score -2098961 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2098994.250000 Penalty: 3230.472656
	Iteration 40F: 3 clusters Score -2098994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2099016.500000 Penalty: 3230.472656
	Iteration 41Q: 3 clusters Score -2099016 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2099038.750000 Penalty: 3230.472656
	Iteration 42Q: 3 clusters Score -2099039 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2099072.250000 Penalty: 3230.472656
	Iteration 43Q: 3 clusters Score -2099072 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2099091.500000 Penalty: 3230.472656
	Iteration 44Q: 3 clusters Score -2099092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2099111.250000 Penalty: 3230.472656
	Iteration 45Q: 3 clusters Score -2099111 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2099138.750000 Penalty: 3230.472656
	Iteration 46Q: 3 clusters Score -2099139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2099166.500000 Penalty: 3230.472656
	Iteration 47Q: 3 clusters Score -2099166 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2099203.500000 Penalty: 3230.472656
	Iteration 48Q: 3 clusters Score -2099204 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2099232.000000 Penalty: 3230.472656
	Iteration 49Q: 3 clusters Score -2099232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2099260.750000 Penalty: 3230.472656
	Iteration 50Q: 3 clusters Score -2099261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2099297.250000 Penalty: 3230.472656
	Iteration 51Q: 3 clusters Score -2099297 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2099327.250000 Penalty: 3230.472656
	Iteration 52Q: 3 clusters Score -2099327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2099354.750000 Penalty: 3230.472656
	Iteration 53Q: 3 clusters Score -2099355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2099379.000000 Penalty: 3230.472656
	Iteration 54Q: 3 clusters Score -2099379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2099405.500000 Penalty: 3230.472656
	Iteration 55Q: 3 clusters Score -2099406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2099431.750000 Penalty: 3230.472656
	Iteration 56Q: 3 clusters Score -2099432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2099458.750000 Penalty: 3230.472656
	Iteration 57Q: 3 clusters Score -2099459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2099470.500000 Penalty: 3230.472656
	Iteration 58Q: 3 clusters Score -2099470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2099486.000000 Penalty: 3230.472656
	Iteration 59Q: 3 clusters Score -2099486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2099508.750000 Penalty: 3230.472656
	Iteration 60F: 3 clusters Score -2099509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2099514.500000 Penalty: 3230.472656
	Iteration 61Q: 3 clusters Score -2099514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2099519.250000 Penalty: 3230.472656
	Iteration 62Q: 3 clusters Score -2099519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2099532.250000 Penalty: 3230.472656
	Iteration 63Q: 3 clusters Score -2099532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2099541.000000 Penalty: 3230.472656
	Iteration 64Q: 3 clusters Score -2099541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2099550.500000 Penalty: 3230.472656
	Iteration 65Q: 3 clusters Score -2099550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2099560.000000 Penalty: 3230.472656
	Iteration 66Q: 3 clusters Score -2099560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2099560.250000 Penalty: 3230.472656
	Iteration 67Q: 3 clusters Score -2099560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2099565.000000 Penalty: 3230.472656
	Iteration 68Q: 3 clusters Score -2099565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2099568.000000 Penalty: 3230.472656
	Iteration 69Q: 3 clusters Score -2099568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2099573.000000 Penalty: 3230.472656
	Iteration 70Q: 3 clusters Score -2099573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2099577.250000 Penalty: 3230.472656
	Iteration 71Q: 3 clusters Score -2099577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2099578.750000 Penalty: 3230.472656
	Iteration 72Q: 3 clusters Score -2099579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2099580.750000 Penalty: 3230.472656
	Iteration 73Q: 3 clusters Score -2099581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2099580.750000 Penalty: 3230.472656
	Iteration 74Q: 3 clusters Score -2099581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2099582.000000 Penalty: 3230.472656
	Iteration 75Q: 3 clusters Score -2099582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2099583.500000 Penalty: 3230.472656
	Iteration 76Q: 3 clusters Score -2099584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2099583.500000 Penalty: 3230.472656
	Iteration 77F: 3 clusters Score -2099584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -333454.625000 Penalty: 1318.723511
	Iteration 0F: 2 clusters Score -333454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -330502.718750 Penalty: 2637.447021
	Iteration 0F: 3 clusters Score -330502.7 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -331195.062500 Penalty: 2637.447021
	Iteration 1F: 3 clusters Score -331195.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -331344.500000 Penalty: 2637.447021
	Iteration 2F: 3 clusters Score -331344.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -331451.500000 Penalty: 2637.447021
	Iteration 3F: 3 clusters Score -331451.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -331514.062500 Penalty: 2637.447021
	Iteration 4Q: 3 clusters Score -331514.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -331559.437500 Penalty: 2637.447021
	Iteration 5Q: 3 clusters Score -331559.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -331597.968750 Penalty: 2637.447021
	Iteration 6Q: 3 clusters Score -331598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -331629.781250 Penalty: 2637.447021
	Iteration 7Q: 3 clusters Score -331629.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -331663.687500 Penalty: 2637.447021
	Iteration 8Q: 3 clusters Score -331663.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -331689.937500 Penalty: 2637.447021
	Iteration 9Q: 3 clusters Score -331689.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -331706.687500 Penalty: 2637.447021
	Iteration 10Q: 3 clusters Score -331706.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -331723.062500 Penalty: 2637.447021
	Iteration 11Q: 3 clusters Score -331723.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -331740.281250 Penalty: 2637.447021
	Iteration 12Q: 3 clusters Score -331740.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -331759.187500 Penalty: 2637.447021
	Iteration 13Q: 3 clusters Score -331759.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -331771.875000 Penalty: 2637.447021
	Iteration 14Q: 3 clusters Score -331771.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -331787.875000 Penalty: 2637.447021
	Iteration 15Q: 3 clusters Score -331787.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -331800.593750 Penalty: 2637.447021
	Iteration 16Q: 3 clusters Score -331800.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -331812.687500 Penalty: 2637.447021
	Iteration 17Q: 3 clusters Score -331812.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -331825.312500 Penalty: 2637.447021
	Iteration 18Q: 3 clusters Score -331825.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -331842.750000 Penalty: 2637.447021
	Iteration 19Q: 3 clusters Score -331842.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -331862.875000 Penalty: 2637.447021
	Iteration 20F: 3 clusters Score -331862.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -331883.156250 Penalty: 2637.447021
	Iteration 21Q: 3 clusters Score -331883.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -331910.031250 Penalty: 2637.447021
	Iteration 22Q: 3 clusters Score -331910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -331933.906250 Penalty: 2637.447021
	Iteration 23Q: 3 clusters Score -331933.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -331960.187500 Penalty: 2637.447021
	Iteration 24Q: 3 clusters Score -331960.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -331983.062500 Penalty: 2637.447021
	Iteration 25Q: 3 clusters Score -331983.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -332008.062500 Penalty: 2637.447021
	Iteration 26Q: 3 clusters Score -332008.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -332029.437500 Penalty: 2637.447021
	Iteration 27Q: 3 clusters Score -332029.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -332045.312500 Penalty: 2637.447021
	Iteration 28Q: 3 clusters Score -332045.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -332055.281250 Penalty: 2637.447021
	Iteration 29Q: 3 clusters Score -332055.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -332073.187500 Penalty: 2637.447021
	Iteration 30Q: 3 clusters Score -332073.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -332093.156250 Penalty: 2637.447021
	Iteration 31Q: 3 clusters Score -332093.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -332114.125000 Penalty: 2637.447021
	Iteration 32Q: 3 clusters Score -332114.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -332128.250000 Penalty: 2637.447021
	Iteration 33Q: 3 clusters Score -332128.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -332136.687500 Penalty: 2637.447021
	Iteration 34Q: 3 clusters Score -332136.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -332145.781250 Penalty: 2637.447021
	Iteration 35Q: 3 clusters Score -332145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -332149.906250 Penalty: 2637.447021
	Iteration 36Q: 3 clusters Score -332149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -332155.656250 Penalty: 2637.447021
	Iteration 37Q: 3 clusters Score -332155.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -332158.468750 Penalty: 2637.447021
	Iteration 38Q: 3 clusters Score -332158.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -332160.656250 Penalty: 2637.447021
	Iteration 39Q: 3 clusters Score -332160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -332163.218750 Penalty: 2637.447021
	Iteration 40F: 3 clusters Score -332163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -332165.187500 Penalty: 2637.447021
	Iteration 41Q: 3 clusters Score -332165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -332167.437500 Penalty: 2637.447021
	Iteration 42Q: 3 clusters Score -332167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -332169.187500 Penalty: 2637.447021
	Iteration 43Q: 3 clusters Score -332169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -332171.312500 Penalty: 2637.447021
	Iteration 44Q: 3 clusters Score -332171.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -332173.906250 Penalty: 2637.447021
	Iteration 45Q: 3 clusters Score -332173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -332175.625000 Penalty: 2637.447021
	Iteration 46Q: 3 clusters Score -332175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -332176.187500 Penalty: 2637.447021
	Iteration 47Q: 3 clusters Score -332176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -332177.750000 Penalty: 2637.447021
	Iteration 48Q: 3 clusters Score -332177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -332178.656250 Penalty: 2637.447021
	Iteration 49Q: 3 clusters Score -332178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -332179.906250 Penalty: 2637.447021
	Iteration 50Q: 3 clusters Score -332179.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -332181.656250 Penalty: 2637.447021
	Iteration 51Q: 3 clusters Score -332181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -332185.375000 Penalty: 2637.447021
	Iteration 52Q: 3 clusters Score -332185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -332189.625000 Penalty: 2637.447021
	Iteration 53Q: 3 clusters Score -332189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -332192.812500 Penalty: 2637.447021
	Iteration 54Q: 3 clusters Score -332192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -332195.218750 Penalty: 2637.447021
	Iteration 55Q: 3 clusters Score -332195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -332199.281250 Penalty: 2637.447021
	Iteration 56Q: 3 clusters Score -332199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -332201.781250 Penalty: 2637.447021
	Iteration 57Q: 3 clusters Score -332201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -332202.750000 Penalty: 2637.447021
	Iteration 58Q: 3 clusters Score -332202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -332205.750000 Penalty: 2637.447021
	Iteration 59Q: 3 clusters Score -332205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -332209.187500 Penalty: 2637.447021
	Iteration 60F: 3 clusters Score -332209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -332209.500000 Penalty: 2637.447021
	Iteration 61Q: 3 clusters Score -332209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -332209.500000 Penalty: 2637.447021
	Iteration 62F: 3 clusters Score -332209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -160488.500000 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -160488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -158515.015625 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -158515 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -159134.921875 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -159134.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -159505.546875 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -159505.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -159757.343750 Penalty: 2457.871338
	Iteration 3F: 3 clusters Score -159757.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -159906.312500 Penalty: 2457.871338
	Iteration 4F: 3 clusters Score -159906.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -160004.390625 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -160004.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -160079.046875 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -160079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -160140.812500 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -160140.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -160176.984375 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -160177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -160202.968750 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -160203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -160227.250000 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -160227.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -160252.390625 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -160252.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -160277.125000 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -160277.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -160287.828125 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -160287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -160291.859375 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -160291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -160298.656250 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -160298.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -160311.187500 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -160311.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -160331.484375 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -160331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -160339.953125 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -160340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -160345.015625 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -160345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -160364.906250 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -160364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -160426.687500 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -160426.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -160435.109375 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -160435.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -160440.953125 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -160441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -160447.046875 Penalty: 2457.871338
	Iteration 24Q: 3 clusters Score -160447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -160450.625000 Penalty: 2457.871338
	Iteration 25Q: 3 clusters Score -160450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -160456.187500 Penalty: 2457.871338
	Iteration 26Q: 3 clusters Score -160456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -160457.734375 Penalty: 2457.871338
	Iteration 27Q: 3 clusters Score -160457.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -160457.734375 Penalty: 2457.871338
	Iteration 28F: 3 clusters Score -160457.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -433966.281250 Penalty: 1368.289185
	Iteration 0F: 2 clusters Score -433966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -430292.062500 Penalty: 2736.578369
	Iteration 0F: 3 clusters Score -430292.1 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -431294.156250 Penalty: 2736.578369
	Iteration 1F: 3 clusters Score -431294.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -431472.750000 Penalty: 2736.578369
	Iteration 2F: 3 clusters Score -431472.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -431589.375000 Penalty: 2736.578369
	Iteration 3F: 3 clusters Score -431589.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -431664.593750 Penalty: 2736.578369
	Iteration 4Q: 3 clusters Score -431664.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -431738.625000 Penalty: 2736.578369
	Iteration 5Q: 3 clusters Score -431738.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -431810.531250 Penalty: 2736.578369
	Iteration 6Q: 3 clusters Score -431810.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -431868.437500 Penalty: 2736.578369
	Iteration 7Q: 3 clusters Score -431868.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -431920.625000 Penalty: 2736.578369
	Iteration 8Q: 3 clusters Score -431920.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -431975.843750 Penalty: 2736.578369
	Iteration 9Q: 3 clusters Score -431975.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -432021.250000 Penalty: 2736.578369
	Iteration 10Q: 3 clusters Score -432021.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -432054.218750 Penalty: 2736.578369
	Iteration 11Q: 3 clusters Score -432054.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -432079.875000 Penalty: 2736.578369
	Iteration 12Q: 3 clusters Score -432079.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -432105.781250 Penalty: 2736.578369
	Iteration 13Q: 3 clusters Score -432105.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -432139.937500 Penalty: 2736.578369
	Iteration 14Q: 3 clusters Score -432139.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -432169.156250 Penalty: 2736.578369
	Iteration 15Q: 3 clusters Score -432169.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -432200.781250 Penalty: 2736.578369
	Iteration 16Q: 3 clusters Score -432200.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -432235.593750 Penalty: 2736.578369
	Iteration 17Q: 3 clusters Score -432235.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -432275.062500 Penalty: 2736.578369
	Iteration 18Q: 3 clusters Score -432275.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -432317.593750 Penalty: 2736.578369
	Iteration 19Q: 3 clusters Score -432317.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -432352.875000 Penalty: 2736.578369
	Iteration 20F: 3 clusters Score -432352.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -432393.906250 Penalty: 2736.578369
	Iteration 21Q: 3 clusters Score -432393.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -432423.843750 Penalty: 2736.578369
	Iteration 22Q: 3 clusters Score -432423.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -432443.531250 Penalty: 2736.578369
	Iteration 23Q: 3 clusters Score -432443.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -432458.375000 Penalty: 2736.578369
	Iteration 24Q: 3 clusters Score -432458.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -432469.875000 Penalty: 2736.578369
	Iteration 25Q: 3 clusters Score -432469.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -432483.656250 Penalty: 2736.578369
	Iteration 26Q: 3 clusters Score -432483.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -432501.468750 Penalty: 2736.578369
	Iteration 27Q: 3 clusters Score -432501.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -432518.656250 Penalty: 2736.578369
	Iteration 28Q: 3 clusters Score -432518.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -432528.312500 Penalty: 2736.578369
	Iteration 29Q: 3 clusters Score -432528.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -432535.281250 Penalty: 2736.578369
	Iteration 30Q: 3 clusters Score -432535.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -432541.093750 Penalty: 2736.578369
	Iteration 31Q: 3 clusters Score -432541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -432544.062500 Penalty: 2736.578369
	Iteration 32Q: 3 clusters Score -432544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -432545.312500 Penalty: 2736.578369
	Iteration 33Q: 3 clusters Score -432545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -432547.218750 Penalty: 2736.578369
	Iteration 34Q: 3 clusters Score -432547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -432547.937500 Penalty: 2736.578369
	Iteration 35Q: 3 clusters Score -432547.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -432549.687500 Penalty: 2736.578369
	Iteration 36Q: 3 clusters Score -432549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -432550.468750 Penalty: 2736.578369
	Iteration 37Q: 3 clusters Score -432550.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -432552.406250 Penalty: 2736.578369
	Iteration 38Q: 3 clusters Score -432552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -432555.531250 Penalty: 2736.578369
	Iteration 39Q: 3 clusters Score -432555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -432557.406250 Penalty: 2736.578369
	Iteration 40F: 3 clusters Score -432557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -432558.843750 Penalty: 2736.578369
	Iteration 41Q: 3 clusters Score -432558.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -432561.031250 Penalty: 2736.578369
	Iteration 42Q: 3 clusters Score -432561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -432562.531250 Penalty: 2736.578369
	Iteration 43Q: 3 clusters Score -432562.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -432562.656250 Penalty: 2736.578369
	Iteration 44Q: 3 clusters Score -432562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -432563.187500 Penalty: 2736.578369
	Iteration 45Q: 3 clusters Score -432563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -432562.781250 Penalty: 2736.578369
	Iteration 46Q: 3 clusters Score -432562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -432562.781250 Penalty: 2736.578369
	Iteration 47F: 3 clusters Score -432562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Entering Unmasked Estep 
Score: -10047141.000000 Penalty: 1872.716553
	Iteration 0F: 2 clusters Score -1.004714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -9979698.000000 Penalty: 3745.433105
	Iteration 0F: 3 clusters Score -9979698 nChanged 48396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -10007804.000000 Penalty: 3745.433105
	Iteration 1F: 3 clusters Score -1.00078e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -10008574.000000 Penalty: 3745.433105
	Iteration 2Q: 3 clusters Score -1.000857e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -10009470.000000 Penalty: 3745.433105
	Iteration 3Q: 3 clusters Score -1.000947e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -10010574.000000 Penalty: 3745.433105
	Iteration 4Q: 3 clusters Score -1.001057e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -10012026.000000 Penalty: 3745.433105
	Iteration 5Q: 3 clusters Score -1.001203e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -10013766.000000 Penalty: 3745.433105
	Iteration 6Q: 3 clusters Score -1.001377e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -10016266.000000 Penalty: 3745.433105
	Iteration 7Q: 3 clusters Score -1.001627e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -10019677.000000 Penalty: 3745.433105
	Iteration 8F: 3 clusters Score -1.001968e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -10024223.000000 Penalty: 3745.433105
	Iteration 9F: 3 clusters Score -1.002422e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -10028831.000000 Penalty: 3745.433105
	Iteration 10F: 3 clusters Score -1.002883e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -10032109.000000 Penalty: 3745.433105
	Iteration 11F: 3 clusters Score -1.003211e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -10034106.000000 Penalty: 3745.433105
	Iteration 12Q: 3 clusters Score -1.003411e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -10035346.000000 Penalty: 3745.433105
	Iteration 13Q: 3 clusters Score -1.003535e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -10036192.000000 Penalty: 3745.433105
	Iteration 14Q: 3 clusters Score -1.003619e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -10036984.000000 Penalty: 3745.433105
	Iteration 15Q: 3 clusters Score -1.003698e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -10037667.000000 Penalty: 3745.433105
	Iteration 16Q: 3 clusters Score -1.003767e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -10038449.000000 Penalty: 3745.433105
	Iteration 17Q: 3 clusters Score -1.003845e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -10039277.000000 Penalty: 3745.433105
	Iteration 18Q: 3 clusters Score -1.003928e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -10040079.000000 Penalty: 3745.433105
	Iteration 19Q: 3 clusters Score -1.004008e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 89816 members 
Entering Unmasked Estep 
Score: -10040840.000000 Penalty: 3745.433105
	Iteration 20F: 3 clusters Score -1.004084e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -10041497.000000 Penalty: 3745.433105
	Iteration 21Q: 3 clusters Score -1.00415e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -10042232.000000 Penalty: 3745.433105
	Iteration 22Q: 3 clusters Score -1.004223e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -10042843.000000 Penalty: 3745.433105
	Iteration 23Q: 3 clusters Score -1.004284e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -10043444.000000 Penalty: 3745.433105
	Iteration 24Q: 3 clusters Score -1.004344e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -10043994.000000 Penalty: 3745.433105
	Iteration 25Q: 3 clusters Score -1.004399e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -10044437.000000 Penalty: 3745.433105
	Iteration 26Q: 3 clusters Score -1.004444e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 97489 members 
Entering Unmasked Estep 
Score: -10044753.000000 Penalty: 3745.433105
	Iteration 27Q: 3 clusters Score -1.004475e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -10044966.000000 Penalty: 3745.433105
	Iteration 28Q: 3 clusters Score -1.004497e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -10045132.000000 Penalty: 3745.433105
	Iteration 29Q: 3 clusters Score -1.004513e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 98675 members 
Entering Unmasked Estep 
Score: -10045278.000000 Penalty: 3745.433105
	Iteration 30Q: 3 clusters Score -1.004528e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -10045367.000000 Penalty: 3745.433105
	Iteration 31Q: 3 clusters Score -1.004537e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 99141 members 
Entering Unmasked Estep 
Score: -10045477.000000 Penalty: 3745.433105
	Iteration 32Q: 3 clusters Score -1.004548e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -10045543.000000 Penalty: 3745.433105
	Iteration 33Q: 3 clusters Score -1.004554e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -10045609.000000 Penalty: 3745.433105
	Iteration 34Q: 3 clusters Score -1.004561e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -10045648.000000 Penalty: 3745.433105
	Iteration 35Q: 3 clusters Score -1.004565e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -10045668.000000 Penalty: 3745.433105
	Iteration 36Q: 3 clusters Score -1.004567e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -10045686.000000 Penalty: 3745.433105
	Iteration 37Q: 3 clusters Score -1.004569e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 99779 members 
Entering Unmasked Estep 
Score: -10045712.000000 Penalty: 3745.433105
	Iteration 38Q: 3 clusters Score -1.004571e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 99850 members 
Entering Unmasked Estep 
Score: -10045742.000000 Penalty: 3745.433105
	Iteration 39Q: 3 clusters Score -1.004574e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -10045761.000000 Penalty: 3745.433105
	Iteration 40F: 3 clusters Score -1.004576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -10045773.000000 Penalty: 3745.433105
	Iteration 41Q: 3 clusters Score -1.004577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -10045787.000000 Penalty: 3745.433105
	Iteration 42Q: 3 clusters Score -1.004579e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -10045791.000000 Penalty: 3745.433105
	Iteration 43Q: 3 clusters Score -1.004579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 99994 members 
Entering Unmasked Estep 
Score: -10045798.000000 Penalty: 3745.433105
	Iteration 44Q: 3 clusters Score -1.00458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -10045800.000000 Penalty: 3745.433105
	Iteration 45Q: 3 clusters Score -1.00458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -10045806.000000 Penalty: 3745.433105
	Iteration 46Q: 3 clusters Score -1.004581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 100040 members 
Entering Unmasked Estep 
Score: -10045805.000000 Penalty: 3745.433105
	Iteration 47Q: 3 clusters Score -1.00458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 100050 members 
Entering Unmasked Estep 
Score: -10045817.000000 Penalty: 3745.433105
	Iteration 48Q: 3 clusters Score -1.004582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -10045830.000000 Penalty: 3745.433105
	Iteration 49Q: 3 clusters Score -1.004583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 100073 members 
Entering Unmasked Estep 
Score: -10045814.000000 Penalty: 3745.433105
	Iteration 50Q: 3 clusters Score -1.004581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 100079 members 
Entering Unmasked Estep 
Score: -10045812.000000 Penalty: 3745.433105
	Iteration 51Q: 3 clusters Score -1.004581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 100083 members 
Entering Unmasked Estep 
Score: -10045818.000000 Penalty: 3745.433105
	Iteration 52Q: 3 clusters Score -1.004582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -10045828.000000 Penalty: 3745.433105
	Iteration 53Q: 3 clusters Score -1.004583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -10045819.000000 Penalty: 3745.433105
	Iteration 54Q: 3 clusters Score -1.004582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 100101 members 
Entering Unmasked Estep 
Score: -10045824.000000 Penalty: 3745.433105
	Iteration 55Q: 3 clusters Score -1.004582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 100106 members 
Entering Unmasked Estep 
Score: -10045819.000000 Penalty: 3745.433105
	Iteration 56Q: 3 clusters Score -1.004582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -10045825.000000 Penalty: 3745.433105
	Iteration 57Q: 3 clusters Score -1.004582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -10045827.000000 Penalty: 3745.433105
	Iteration 58Q: 3 clusters Score -1.004583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -10045825.000000 Penalty: 3745.433105
	Iteration 59Q: 3 clusters Score -1.004582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -10045825.000000 Penalty: 3745.433105
	Iteration 60F: 3 clusters Score -1.004582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Entering Unmasked Estep 
Score: -2669846.750000 Penalty: 1659.151489
	Iteration 0F: 2 clusters Score -2669847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2651309.500000 Penalty: 3318.302979
	Iteration 0F: 3 clusters Score -2651310 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2658647.250000 Penalty: 3318.302979
	Iteration 1F: 3 clusters Score -2658647 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2659297.500000 Penalty: 3318.302979
	Iteration 2F: 3 clusters Score -2659298 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2659908.250000 Penalty: 3318.302979
	Iteration 3F: 3 clusters Score -2659908 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2660437.000000 Penalty: 3318.302979
	Iteration 4Q: 3 clusters Score -2660437 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2660962.500000 Penalty: 3318.302979
	Iteration 5Q: 3 clusters Score -2660962 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2661469.750000 Penalty: 3318.302979
	Iteration 6Q: 3 clusters Score -2661470 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2662062.250000 Penalty: 3318.302979
	Iteration 7Q: 3 clusters Score -2662062 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2662749.250000 Penalty: 3318.302979
	Iteration 8Q: 3 clusters Score -2662749 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2663544.000000 Penalty: 3318.302979
	Iteration 9Q: 3 clusters Score -2663544 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2664397.500000 Penalty: 3318.302979
	Iteration 10Q: 3 clusters Score -2664398 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2665245.250000 Penalty: 3318.302979
	Iteration 11Q: 3 clusters Score -2665245 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2666040.750000 Penalty: 3318.302979
	Iteration 12Q: 3 clusters Score -2666041 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2666759.750000 Penalty: 3318.302979
	Iteration 13Q: 3 clusters Score -2666760 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2667375.000000 Penalty: 3318.302979
	Iteration 14Q: 3 clusters Score -2667375 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2667848.500000 Penalty: 3318.302979
	Iteration 15Q: 3 clusters Score -2667848 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2668213.750000 Penalty: 3318.302979
	Iteration 16Q: 3 clusters Score -2668214 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2668524.250000 Penalty: 3318.302979
	Iteration 17Q: 3 clusters Score -2668524 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2668796.500000 Penalty: 3318.302979
	Iteration 18Q: 3 clusters Score -2668796 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2669017.750000 Penalty: 3318.302979
	Iteration 19Q: 3 clusters Score -2669018 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2669196.250000 Penalty: 3318.302979
	Iteration 20F: 3 clusters Score -2669196 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2669311.750000 Penalty: 3318.302979
	Iteration 21Q: 3 clusters Score -2669312 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2669398.750000 Penalty: 3318.302979
	Iteration 22Q: 3 clusters Score -2669399 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2669436.250000 Penalty: 3318.302979
	Iteration 23Q: 3 clusters Score -2669436 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2669483.250000 Penalty: 3318.302979
	Iteration 24Q: 3 clusters Score -2669483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2669515.500000 Penalty: 3318.302979
	Iteration 25Q: 3 clusters Score -2669516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2669536.500000 Penalty: 3318.302979
	Iteration 26Q: 3 clusters Score -2669536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2669551.250000 Penalty: 3318.302979
	Iteration 27Q: 3 clusters Score -2669551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2669553.750000 Penalty: 3318.302979
	Iteration 28Q: 3 clusters Score -2669554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2669569.750000 Penalty: 3318.302979
	Iteration 29Q: 3 clusters Score -2669570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2669573.750000 Penalty: 3318.302979
	Iteration 30Q: 3 clusters Score -2669574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2669573.250000 Penalty: 3318.302979
	Iteration 31Q: 3 clusters Score -2669573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2669582.500000 Penalty: 3318.302979
	Iteration 32Q: 3 clusters Score -2669582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2669579.750000 Penalty: 3318.302979
	Iteration 33Q: 3 clusters Score -2669580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2669583.500000 Penalty: 3318.302979
	Iteration 34Q: 3 clusters Score -2669584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2669584.000000 Penalty: 3318.302979
	Iteration 35Q: 3 clusters Score -2669584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2669582.000000 Penalty: 3318.302979
	Iteration 36Q: 3 clusters Score -2669582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2669584.750000 Penalty: 3318.302979
	Iteration 37Q: 3 clusters Score -2669585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2669585.500000 Penalty: 3318.302979
	Iteration 38Q: 3 clusters Score -2669586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2669586.000000 Penalty: 3318.302979
	Iteration 39Q: 3 clusters Score -2669586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2669585.500000 Penalty: 3318.302979
	Iteration 40F: 3 clusters Score -2669586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2669586.000000 Penalty: 3318.302979
	Iteration 41Q: 3 clusters Score -2669586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2669585.250000 Penalty: 3318.302979
	Iteration 42Q: 3 clusters Score -2669585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2669585.250000 Penalty: 3318.302979
	Iteration 43F: 3 clusters Score -2669585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -637616.562500 Penalty: 1429.208252
	Iteration 0F: 2 clusters Score -637616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -632615.812500 Penalty: 2858.416504
	Iteration 0F: 3 clusters Score -632615.8 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -634149.625000 Penalty: 2858.416504
	Iteration 1F: 3 clusters Score -634149.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -634336.875000 Penalty: 2858.416504
	Iteration 2F: 3 clusters Score -634336.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -634493.250000 Penalty: 2858.416504
	Iteration 3Q: 3 clusters Score -634493.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -634677.312500 Penalty: 2858.416504
	Iteration 4Q: 3 clusters Score -634677.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -634915.687500 Penalty: 2858.416504
	Iteration 5F: 3 clusters Score -634915.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -635140.375000 Penalty: 2858.416504
	Iteration 6Q: 3 clusters Score -635140.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -635329.937500 Penalty: 2858.416504
	Iteration 7Q: 3 clusters Score -635329.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -635533.750000 Penalty: 2858.416504
	Iteration 8Q: 3 clusters Score -635533.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -635706.375000 Penalty: 2858.416504
	Iteration 9Q: 3 clusters Score -635706.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -635832.312500 Penalty: 2858.416504
	Iteration 10Q: 3 clusters Score -635832.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -635926.812500 Penalty: 2858.416504
	Iteration 11Q: 3 clusters Score -635926.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -636015.312500 Penalty: 2858.416504
	Iteration 12Q: 3 clusters Score -636015.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -636094.000000 Penalty: 2858.416504
	Iteration 13Q: 3 clusters Score -636094 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -636173.687500 Penalty: 2858.416504
	Iteration 14Q: 3 clusters Score -636173.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -636234.062500 Penalty: 2858.416504
	Iteration 15Q: 3 clusters Score -636234.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -636280.500000 Penalty: 2858.416504
	Iteration 16Q: 3 clusters Score -636280.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -636314.625000 Penalty: 2858.416504
	Iteration 17Q: 3 clusters Score -636314.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -636340.312500 Penalty: 2858.416504
	Iteration 18Q: 3 clusters Score -636340.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -636360.625000 Penalty: 2858.416504
	Iteration 19Q: 3 clusters Score -636360.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -636377.187500 Penalty: 2858.416504
	Iteration 20F: 3 clusters Score -636377.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -636391.187500 Penalty: 2858.416504
	Iteration 21Q: 3 clusters Score -636391.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -636402.187500 Penalty: 2858.416504
	Iteration 22Q: 3 clusters Score -636402.2 nChanged 41
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: -636416.812500 Penalty: 2858.416504
	Iteration 23Q: 3 clusters Score -636416.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -636433.250000 Penalty: 2858.416504
	Iteration 24Q: 3 clusters Score -636433.2 nChanged 53
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: -636450.937500 Penalty: 2858.416504
	Iteration 25Q: 3 clusters Score -636450.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -636474.562500 Penalty: 2858.416504
	Iteration 26Q: 3 clusters Score -636474.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -636496.000000 Penalty: 2858.416504
	Iteration 27Q: 3 clusters Score -636496 nChanged 50
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: -636521.937500 Penalty: 2858.416504
	Iteration 28Q: 3 clusters Score -636521.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -636549.187500 Penalty: 2858.416504
	Iteration 29Q: 3 clusters Score -636549.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -636571.937500 Penalty: 2858.416504
	Iteration 30Q: 3 clusters Score -636571.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -636587.312500 Penalty: 2858.416504
	Iteration 31Q: 3 clusters Score -636587.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -636600.375000 Penalty: 2858.416504
	Iteration 32Q: 3 clusters Score -636600.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -636608.437500 Penalty: 2858.416504
	Iteration 33Q: 3 clusters Score -636608.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -636615.937500 Penalty: 2858.416504
	Iteration 34Q: 3 clusters Score -636615.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -636627.437500 Penalty: 2858.416504
	Iteration 35Q: 3 clusters Score -636627.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -636634.812500 Penalty: 2858.416504
	Iteration 36Q: 3 clusters Score -636634.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -636641.250000 Penalty: 2858.416504
	Iteration 37Q: 3 clusters Score -636641.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -636645.062500 Penalty: 2858.416504
	Iteration 38Q: 3 clusters Score -636645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -636647.687500 Penalty: 2858.416504
	Iteration 39Q: 3 clusters Score -636647.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -636652.625000 Penalty: 2858.416504
	Iteration 40F: 3 clusters Score -636652.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -636654.187500 Penalty: 2858.416504
	Iteration 41Q: 3 clusters Score -636654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -636659.187500 Penalty: 2858.416504
	Iteration 42Q: 3 clusters Score -636659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -636662.562500 Penalty: 2858.416504
	Iteration 43Q: 3 clusters Score -636662.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -636668.375000 Penalty: 2858.416504
	Iteration 44Q: 3 clusters Score -636668.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -636674.062500 Penalty: 2858.416504
	Iteration 45Q: 3 clusters Score -636674.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -636678.250000 Penalty: 2858.416504
	Iteration 46Q: 3 clusters Score -636678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -636680.000000 Penalty: 2858.416504
	Iteration 47Q: 3 clusters Score -636680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -636686.125000 Penalty: 2858.416504
	Iteration 48Q: 3 clusters Score -636686.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -636690.187500 Penalty: 2858.416504
	Iteration 49Q: 3 clusters Score -636690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -636692.875000 Penalty: 2858.416504
	Iteration 50Q: 3 clusters Score -636692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -636696.062500 Penalty: 2858.416504
	Iteration 51Q: 3 clusters Score -636696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -636696.750000 Penalty: 2858.416504
	Iteration 52Q: 3 clusters Score -636696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -636698.312500 Penalty: 2858.416504
	Iteration 53Q: 3 clusters Score -636698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -636698.187500 Penalty: 2858.416504
	Iteration 54Q: 3 clusters Score -636698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -636699.250000 Penalty: 2858.416504
	Iteration 55Q: 3 clusters Score -636699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -636699.812500 Penalty: 2858.416504
	Iteration 56Q: 3 clusters Score -636699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -636699.812500 Penalty: 2858.416504
	Iteration 57F: 3 clusters Score -636699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Entering Unmasked Estep 
Score: -4559818.500000 Penalty: 1744.055786
	Iteration 0F: 2 clusters Score -4559818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4528945.000000 Penalty: 3488.111572
	Iteration 0F: 3 clusters Score -4528945 nChanged 21534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -4541602.500000 Penalty: 3488.111572
	Iteration 1F: 3 clusters Score -4541602 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -4542300.500000 Penalty: 3488.111572
	Iteration 2Q: 3 clusters Score -4542300 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4543189.500000 Penalty: 3488.111572
	Iteration 3Q: 3 clusters Score -4543190 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4544500.500000 Penalty: 3488.111572
	Iteration 4F: 3 clusters Score -4544500 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4546655.500000 Penalty: 3488.111572
	Iteration 5F: 3 clusters Score -4546656 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -4549594.500000 Penalty: 3488.111572
	Iteration 6F: 3 clusters Score -4549594 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4552670.500000 Penalty: 3488.111572
	Iteration 7F: 3 clusters Score -4552670 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4555206.500000 Penalty: 3488.111572
	Iteration 8F: 3 clusters Score -4555206 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4556753.500000 Penalty: 3488.111572
	Iteration 9Q: 3 clusters Score -4556754 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -4557506.000000 Penalty: 3488.111572
	Iteration 10Q: 3 clusters Score -4557506 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -4557896.500000 Penalty: 3488.111572
	Iteration 11Q: 3 clusters Score -4557896 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -4558116.500000 Penalty: 3488.111572
	Iteration 12Q: 3 clusters Score -4558116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -4558221.000000 Penalty: 3488.111572
	Iteration 13Q: 3 clusters Score -4558221 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -4558306.000000 Penalty: 3488.111572
	Iteration 14Q: 3 clusters Score -4558306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -4558376.000000 Penalty: 3488.111572
	Iteration 15Q: 3 clusters Score -4558376 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -4558417.000000 Penalty: 3488.111572
	Iteration 16Q: 3 clusters Score -4558417 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -4558473.000000 Penalty: 3488.111572
	Iteration 17Q: 3 clusters Score -4558473 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -4558503.500000 Penalty: 3488.111572
	Iteration 18Q: 3 clusters Score -4558504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -4558533.000000 Penalty: 3488.111572
	Iteration 19Q: 3 clusters Score -4558533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -4558550.000000 Penalty: 3488.111572
	Iteration 20F: 3 clusters Score -4558550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -4558553.500000 Penalty: 3488.111572
	Iteration 21Q: 3 clusters Score -4558554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -4558561.500000 Penalty: 3488.111572
	Iteration 22Q: 3 clusters Score -4558562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -4558574.000000 Penalty: 3488.111572
	Iteration 23Q: 3 clusters Score -4558574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -4558569.500000 Penalty: 3488.111572
	Iteration 24Q: 3 clusters Score -4558570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -4558576.500000 Penalty: 3488.111572
	Iteration 25Q: 3 clusters Score -4558576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -4558575.000000 Penalty: 3488.111572
	Iteration 26Q: 3 clusters Score -4558575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -4558575.000000 Penalty: 3488.111572
	Iteration 27F: 3 clusters Score -4558575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Entering Unmasked Estep 
Score: -1114346.625000 Penalty: 1530.939819
	Iteration 0F: 2 clusters Score -1114347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1105749.625000 Penalty: 3061.879639
	Iteration 0F: 3 clusters Score -1105750 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1108698.500000 Penalty: 3061.879639
	Iteration 1F: 3 clusters Score -1108698 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1109059.250000 Penalty: 3061.879639
	Iteration 2F: 3 clusters Score -1109059 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1109352.000000 Penalty: 3061.879639
	Iteration 3F: 3 clusters Score -1109352 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1109588.750000 Penalty: 3061.879639
	Iteration 4Q: 3 clusters Score -1109589 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1109782.875000 Penalty: 3061.879639
	Iteration 5Q: 3 clusters Score -1109783 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1109940.125000 Penalty: 3061.879639
	Iteration 6Q: 3 clusters Score -1109940 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1110110.250000 Penalty: 3061.879639
	Iteration 7Q: 3 clusters Score -1110110 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1110297.000000 Penalty: 3061.879639
	Iteration 8Q: 3 clusters Score -1110297 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1110493.000000 Penalty: 3061.879639
	Iteration 9Q: 3 clusters Score -1110493 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1110713.875000 Penalty: 3061.879639
	Iteration 10Q: 3 clusters Score -1110714 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1110944.000000 Penalty: 3061.879639
	Iteration 11Q: 3 clusters Score -1110944 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1111212.125000 Penalty: 3061.879639
	Iteration 12Q: 3 clusters Score -1111212 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1111422.125000 Penalty: 3061.879639
	Iteration 13Q: 3 clusters Score -1111422 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1111537.250000 Penalty: 3061.879639
	Iteration 14Q: 3 clusters Score -1111537 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1111603.750000 Penalty: 3061.879639
	Iteration 15Q: 3 clusters Score -1111604 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1111642.375000 Penalty: 3061.879639
	Iteration 16Q: 3 clusters Score -1111642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1111667.625000 Penalty: 3061.879639
	Iteration 17Q: 3 clusters Score -1111668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1111686.250000 Penalty: 3061.879639
	Iteration 18Q: 3 clusters Score -1111686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1111703.125000 Penalty: 3061.879639
	Iteration 19Q: 3 clusters Score -1111703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1111720.875000 Penalty: 3061.879639
	Iteration 20F: 3 clusters Score -1111721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1111741.375000 Penalty: 3061.879639
	Iteration 21Q: 3 clusters Score -1111741 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1111758.250000 Penalty: 3061.879639
	Iteration 22Q: 3 clusters Score -1111758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1111782.500000 Penalty: 3061.879639
	Iteration 23Q: 3 clusters Score -1111782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1111802.875000 Penalty: 3061.879639
	Iteration 24Q: 3 clusters Score -1111803 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1111814.750000 Penalty: 3061.879639
	Iteration 25Q: 3 clusters Score -1111815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1111827.875000 Penalty: 3061.879639
	Iteration 26Q: 3 clusters Score -1111828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1111847.375000 Penalty: 3061.879639
	Iteration 27Q: 3 clusters Score -1111847 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1111865.250000 Penalty: 3061.879639
	Iteration 28Q: 3 clusters Score -1111865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1111884.375000 Penalty: 3061.879639
	Iteration 29Q: 3 clusters Score -1111884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1111907.000000 Penalty: 3061.879639
	Iteration 30Q: 3 clusters Score -1111907 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1111936.750000 Penalty: 3061.879639
	Iteration 31Q: 3 clusters Score -1111937 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1111958.000000 Penalty: 3061.879639
	Iteration 32Q: 3 clusters Score -1111958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1111986.250000 Penalty: 3061.879639
	Iteration 33Q: 3 clusters Score -1111986 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1112014.625000 Penalty: 3061.879639
	Iteration 34Q: 3 clusters Score -1112015 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1112041.000000 Penalty: 3061.879639
	Iteration 35Q: 3 clusters Score -1112041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1112064.625000 Penalty: 3061.879639
	Iteration 36Q: 3 clusters Score -1112065 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1112084.875000 Penalty: 3061.879639
	Iteration 37Q: 3 clusters Score -1112085 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1112105.375000 Penalty: 3061.879639
	Iteration 38Q: 3 clusters Score -1112105 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1112131.125000 Penalty: 3061.879639
	Iteration 39Q: 3 clusters Score -1112131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1112155.750000 Penalty: 3061.879639
	Iteration 40F: 3 clusters Score -1112156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1112183.250000 Penalty: 3061.879639
	Iteration 41Q: 3 clusters Score -1112183 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1112215.750000 Penalty: 3061.879639
	Iteration 42Q: 3 clusters Score -1112216 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1112237.625000 Penalty: 3061.879639
	Iteration 43Q: 3 clusters Score -1112238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1112259.625000 Penalty: 3061.879639
	Iteration 44Q: 3 clusters Score -1112260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1112278.250000 Penalty: 3061.879639
	Iteration 45Q: 3 clusters Score -1112278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1112296.250000 Penalty: 3061.879639
	Iteration 46Q: 3 clusters Score -1112296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1112315.000000 Penalty: 3061.879639
	Iteration 47Q: 3 clusters Score -1112315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1112340.000000 Penalty: 3061.879639
	Iteration 48Q: 3 clusters Score -1112340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1112370.125000 Penalty: 3061.879639
	Iteration 49Q: 3 clusters Score -1112370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1112395.750000 Penalty: 3061.879639
	Iteration 50Q: 3 clusters Score -1112396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1112423.375000 Penalty: 3061.879639
	Iteration 51Q: 3 clusters Score -1112423 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1112450.875000 Penalty: 3061.879639
	Iteration 52Q: 3 clusters Score -1112451 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1112477.500000 Penalty: 3061.879639
	Iteration 53Q: 3 clusters Score -1112478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1112498.750000 Penalty: 3061.879639
	Iteration 54Q: 3 clusters Score -1112499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1112516.500000 Penalty: 3061.879639
	Iteration 55Q: 3 clusters Score -1112516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1112541.875000 Penalty: 3061.879639
	Iteration 56Q: 3 clusters Score -1112542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1112570.625000 Penalty: 3061.879639
	Iteration 57Q: 3 clusters Score -1112571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1112591.750000 Penalty: 3061.879639
	Iteration 58Q: 3 clusters Score -1112592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1112613.375000 Penalty: 3061.879639
	Iteration 59Q: 3 clusters Score -1112613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1112625.125000 Penalty: 3061.879639
	Iteration 60F: 3 clusters Score -1112625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1112644.625000 Penalty: 3061.879639
	Iteration 61Q: 3 clusters Score -1112645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1112655.375000 Penalty: 3061.879639
	Iteration 62Q: 3 clusters Score -1112655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1112667.875000 Penalty: 3061.879639
	Iteration 63Q: 3 clusters Score -1112668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1112681.250000 Penalty: 3061.879639
	Iteration 64Q: 3 clusters Score -1112681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1112697.500000 Penalty: 3061.879639
	Iteration 65Q: 3 clusters Score -1112698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1112710.500000 Penalty: 3061.879639
	Iteration 66Q: 3 clusters Score -1112710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1112720.125000 Penalty: 3061.879639
	Iteration 67Q: 3 clusters Score -1112720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1112741.750000 Penalty: 3061.879639
	Iteration 68Q: 3 clusters Score -1112742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1112752.500000 Penalty: 3061.879639
	Iteration 69Q: 3 clusters Score -1112752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1112761.750000 Penalty: 3061.879639
	Iteration 70Q: 3 clusters Score -1112762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1112775.250000 Penalty: 3061.879639
	Iteration 71Q: 3 clusters Score -1112775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1112789.625000 Penalty: 3061.879639
	Iteration 72Q: 3 clusters Score -1112790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1112806.625000 Penalty: 3061.879639
	Iteration 73Q: 3 clusters Score -1112807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1112825.625000 Penalty: 3061.879639
	Iteration 74Q: 3 clusters Score -1112826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1112840.500000 Penalty: 3061.879639
	Iteration 75Q: 3 clusters Score -1112840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1112857.750000 Penalty: 3061.879639
	Iteration 76Q: 3 clusters Score -1112858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1112872.000000 Penalty: 3061.879639
	Iteration 77Q: 3 clusters Score -1112872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1112887.375000 Penalty: 3061.879639
	Iteration 78Q: 3 clusters Score -1112887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1112896.750000 Penalty: 3061.879639
	Iteration 79Q: 3 clusters Score -1112897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1112913.375000 Penalty: 3061.879639
	Iteration 80F: 3 clusters Score -1112913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1112928.375000 Penalty: 3061.879639
	Iteration 81Q: 3 clusters Score -1112928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1112943.375000 Penalty: 3061.879639
	Iteration 82Q: 3 clusters Score -1112943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1112958.000000 Penalty: 3061.879639
	Iteration 83Q: 3 clusters Score -1112958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1112963.750000 Penalty: 3061.879639
	Iteration 84Q: 3 clusters Score -1112964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1112970.625000 Penalty: 3061.879639
	Iteration 85Q: 3 clusters Score -1112971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1112972.500000 Penalty: 3061.879639
	Iteration 86Q: 3 clusters Score -1112972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1112975.875000 Penalty: 3061.879639
	Iteration 87Q: 3 clusters Score -1112976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1112977.625000 Penalty: 3061.879639
	Iteration 88Q: 3 clusters Score -1112978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1112981.625000 Penalty: 3061.879639
	Iteration 89Q: 3 clusters Score -1112982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1112989.375000 Penalty: 3061.879639
	Iteration 90Q: 3 clusters Score -1112989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1112998.125000 Penalty: 3061.879639
	Iteration 91Q: 3 clusters Score -1112998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1113001.000000 Penalty: 3061.879639
	Iteration 92Q: 3 clusters Score -1113001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1113010.125000 Penalty: 3061.879639
	Iteration 93Q: 3 clusters Score -1113010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1113021.750000 Penalty: 3061.879639
	Iteration 94Q: 3 clusters Score -1113022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1113034.000000 Penalty: 3061.879639
	Iteration 95Q: 3 clusters Score -1113034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1113046.875000 Penalty: 3061.879639
	Iteration 96Q: 3 clusters Score -1113047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1113056.250000 Penalty: 3061.879639
	Iteration 97Q: 3 clusters Score -1113056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1113064.625000 Penalty: 3061.879639
	Iteration 98Q: 3 clusters Score -1113065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1113071.000000 Penalty: 3061.879639
	Iteration 99Q: 3 clusters Score -1113071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1113082.250000 Penalty: 3061.879639
	Iteration 100F: 3 clusters Score -1113082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1113085.750000 Penalty: 3061.879639
	Iteration 101Q: 3 clusters Score -1113086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1113091.750000 Penalty: 3061.879639
	Iteration 102Q: 3 clusters Score -1113092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1113092.875000 Penalty: 3061.879639
	Iteration 103Q: 3 clusters Score -1113093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1113094.500000 Penalty: 3061.879639
	Iteration 104Q: 3 clusters Score -1113094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1113099.500000 Penalty: 3061.879639
	Iteration 105Q: 3 clusters Score -1113100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1113101.125000 Penalty: 3061.879639
	Iteration 106Q: 3 clusters Score -1113101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1113102.000000 Penalty: 3061.879639
	Iteration 107Q: 3 clusters Score -1113102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1113102.750000 Penalty: 3061.879639
	Iteration 108Q: 3 clusters Score -1113103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1113102.750000 Penalty: 3061.879639
	Iteration 109F: 3 clusters Score -1113103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Entering Unmasked Estep 
Score: -964216.125000 Penalty: 1496.517822
	Iteration 0F: 2 clusters Score -964216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -957097.437500 Penalty: 2993.035645
	Iteration 0F: 3 clusters Score -957097.4 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -959387.500000 Penalty: 2993.035645
	Iteration 1F: 3 clusters Score -959387.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -959676.875000 Penalty: 2993.035645
	Iteration 2F: 3 clusters Score -959676.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -959914.187500 Penalty: 2993.035645
	Iteration 3F: 3 clusters Score -959914.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -960090.437500 Penalty: 2993.035645
	Iteration 4Q: 3 clusters Score -960090.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -960231.937500 Penalty: 2993.035645
	Iteration 5Q: 3 clusters Score -960231.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -960340.250000 Penalty: 2993.035645
	Iteration 6Q: 3 clusters Score -960340.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -960423.562500 Penalty: 2993.035645
	Iteration 7Q: 3 clusters Score -960423.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -960489.312500 Penalty: 2993.035645
	Iteration 8Q: 3 clusters Score -960489.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -960538.500000 Penalty: 2993.035645
	Iteration 9Q: 3 clusters Score -960538.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -960592.500000 Penalty: 2993.035645
	Iteration 10Q: 3 clusters Score -960592.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -960646.875000 Penalty: 2993.035645
	Iteration 11Q: 3 clusters Score -960646.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -960686.312500 Penalty: 2993.035645
	Iteration 12Q: 3 clusters Score -960686.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -960731.875000 Penalty: 2993.035645
	Iteration 13Q: 3 clusters Score -960731.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -960784.375000 Penalty: 2993.035645
	Iteration 14Q: 3 clusters Score -960784.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -960841.000000 Penalty: 2993.035645
	Iteration 15Q: 3 clusters Score -960841 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -960904.812500 Penalty: 2993.035645
	Iteration 16Q: 3 clusters Score -960904.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -960970.312500 Penalty: 2993.035645
	Iteration 17Q: 3 clusters Score -960970.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -961059.625000 Penalty: 2993.035645
	Iteration 18Q: 3 clusters Score -961059.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -961193.000000 Penalty: 2993.035645
	Iteration 19Q: 3 clusters Score -961193 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -961368.687500 Penalty: 2993.035645
	Iteration 20F: 3 clusters Score -961368.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -961595.375000 Penalty: 2993.035645
	Iteration 21Q: 3 clusters Score -961595.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -961831.562500 Penalty: 2993.035645
	Iteration 22Q: 3 clusters Score -961831.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -962057.125000 Penalty: 2993.035645
	Iteration 23Q: 3 clusters Score -962057.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -962257.625000 Penalty: 2993.035645
	Iteration 24Q: 3 clusters Score -962257.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -962413.187500 Penalty: 2993.035645
	Iteration 25Q: 3 clusters Score -962413.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -962527.312500 Penalty: 2993.035645
	Iteration 26Q: 3 clusters Score -962527.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -962616.250000 Penalty: 2993.035645
	Iteration 27Q: 3 clusters Score -962616.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -962708.562500 Penalty: 2993.035645
	Iteration 28Q: 3 clusters Score -962708.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -962763.000000 Penalty: 2993.035645
	Iteration 29Q: 3 clusters Score -962763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -962802.375000 Penalty: 2993.035645
	Iteration 30Q: 3 clusters Score -962802.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -962840.812500 Penalty: 2993.035645
	Iteration 31Q: 3 clusters Score -962840.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -962873.500000 Penalty: 2993.035645
	Iteration 32Q: 3 clusters Score -962873.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -962899.562500 Penalty: 2993.035645
	Iteration 33Q: 3 clusters Score -962899.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -962922.062500 Penalty: 2993.035645
	Iteration 34Q: 3 clusters Score -962922.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -962933.750000 Penalty: 2993.035645
	Iteration 35Q: 3 clusters Score -962933.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -962943.187500 Penalty: 2993.035645
	Iteration 36Q: 3 clusters Score -962943.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -962951.437500 Penalty: 2993.035645
	Iteration 37Q: 3 clusters Score -962951.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -962966.062500 Penalty: 2993.035645
	Iteration 38Q: 3 clusters Score -962966.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -962978.250000 Penalty: 2993.035645
	Iteration 39Q: 3 clusters Score -962978.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -962986.250000 Penalty: 2993.035645
	Iteration 40F: 3 clusters Score -962986.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -962988.250000 Penalty: 2993.035645
	Iteration 41Q: 3 clusters Score -962988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -962992.375000 Penalty: 2993.035645
	Iteration 42Q: 3 clusters Score -962992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -962998.062500 Penalty: 2993.035645
	Iteration 43Q: 3 clusters Score -962998.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -963000.562500 Penalty: 2993.035645
	Iteration 44Q: 3 clusters Score -963000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -963003.687500 Penalty: 2993.035645
	Iteration 45Q: 3 clusters Score -963003.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -963008.875000 Penalty: 2993.035645
	Iteration 46Q: 3 clusters Score -963008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -963011.937500 Penalty: 2993.035645
	Iteration 47Q: 3 clusters Score -963011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -963013.500000 Penalty: 2993.035645
	Iteration 48Q: 3 clusters Score -963013.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -963014.437500 Penalty: 2993.035645
	Iteration 49Q: 3 clusters Score -963014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -963015.062500 Penalty: 2993.035645
	Iteration 50Q: 3 clusters Score -963015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -963015.625000 Penalty: 2993.035645
	Iteration 51Q: 3 clusters Score -963015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -963016.312500 Penalty: 2993.035645
	Iteration 52Q: 3 clusters Score -963016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -963017.750000 Penalty: 2993.035645
	Iteration 53Q: 3 clusters Score -963017.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -963017.750000 Penalty: 2993.035645
	Iteration 54F: 3 clusters Score -963017.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -473228.625000 Penalty: 1376.050537
	Iteration 0F: 2 clusters Score -473228.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -469409.875000 Penalty: 2752.101074
	Iteration 0F: 3 clusters Score -469409.9 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -470404.656250 Penalty: 2752.101074
	Iteration 1F: 3 clusters Score -470404.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -470585.562500 Penalty: 2752.101074
	Iteration 2F: 3 clusters Score -470585.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -470696.562500 Penalty: 2752.101074
	Iteration 3Q: 3 clusters Score -470696.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -470812.968750 Penalty: 2752.101074
	Iteration 4Q: 3 clusters Score -470813 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -470894.062500 Penalty: 2752.101074
	Iteration 5Q: 3 clusters Score -470894.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -470962.500000 Penalty: 2752.101074
	Iteration 6Q: 3 clusters Score -470962.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -471022.343750 Penalty: 2752.101074
	Iteration 7Q: 3 clusters Score -471022.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -471072.343750 Penalty: 2752.101074
	Iteration 8Q: 3 clusters Score -471072.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -471125.218750 Penalty: 2752.101074
	Iteration 9Q: 3 clusters Score -471125.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -471175.500000 Penalty: 2752.101074
	Iteration 10Q: 3 clusters Score -471175.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -471219.968750 Penalty: 2752.101074
	Iteration 11Q: 3 clusters Score -471220 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -471277.593750 Penalty: 2752.101074
	Iteration 12Q: 3 clusters Score -471277.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -471351.156250 Penalty: 2752.101074
	Iteration 13Q: 3 clusters Score -471351.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -471429.312500 Penalty: 2752.101074
	Iteration 14Q: 3 clusters Score -471429.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -471512.312500 Penalty: 2752.101074
	Iteration 15Q: 3 clusters Score -471512.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -471579.187500 Penalty: 2752.101074
	Iteration 16Q: 3 clusters Score -471579.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -471624.906250 Penalty: 2752.101074
	Iteration 17Q: 3 clusters Score -471624.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -471662.718750 Penalty: 2752.101074
	Iteration 18Q: 3 clusters Score -471662.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -471699.875000 Penalty: 2752.101074
	Iteration 19Q: 3 clusters Score -471699.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -471740.656250 Penalty: 2752.101074
	Iteration 20F: 3 clusters Score -471740.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -471786.093750 Penalty: 2752.101074
	Iteration 21Q: 3 clusters Score -471786.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -471830.593750 Penalty: 2752.101074
	Iteration 22Q: 3 clusters Score -471830.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -471863.187500 Penalty: 2752.101074
	Iteration 23Q: 3 clusters Score -471863.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -471893.312500 Penalty: 2752.101074
	Iteration 24Q: 3 clusters Score -471893.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -471920.843750 Penalty: 2752.101074
	Iteration 25Q: 3 clusters Score -471920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -471942.812500 Penalty: 2752.101074
	Iteration 26Q: 3 clusters Score -471942.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -471956.218750 Penalty: 2752.101074
	Iteration 27Q: 3 clusters Score -471956.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -471969.937500 Penalty: 2752.101074
	Iteration 28Q: 3 clusters Score -471969.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -471979.062500 Penalty: 2752.101074
	Iteration 29Q: 3 clusters Score -471979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -471986.750000 Penalty: 2752.101074
	Iteration 30Q: 3 clusters Score -471986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -471992.593750 Penalty: 2752.101074
	Iteration 31Q: 3 clusters Score -471992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -471996.781250 Penalty: 2752.101074
	Iteration 32Q: 3 clusters Score -471996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -471999.437500 Penalty: 2752.101074
	Iteration 33Q: 3 clusters Score -471999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -472002.593750 Penalty: 2752.101074
	Iteration 34Q: 3 clusters Score -472002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -472004.218750 Penalty: 2752.101074
	Iteration 35Q: 3 clusters Score -472004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -472006.968750 Penalty: 2752.101074
	Iteration 36Q: 3 clusters Score -472007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -472008.593750 Penalty: 2752.101074
	Iteration 37Q: 3 clusters Score -472008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -472010.500000 Penalty: 2752.101074
	Iteration 38Q: 3 clusters Score -472010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -472011.093750 Penalty: 2752.101074
	Iteration 39Q: 3 clusters Score -472011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -472013.156250 Penalty: 2752.101074
	Iteration 40F: 3 clusters Score -472013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -472016.718750 Penalty: 2752.101074
	Iteration 41Q: 3 clusters Score -472016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -472021.968750 Penalty: 2752.101074
	Iteration 42Q: 3 clusters Score -472022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -472025.218750 Penalty: 2752.101074
	Iteration 43Q: 3 clusters Score -472025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -472026.187500 Penalty: 2752.101074
	Iteration 44Q: 3 clusters Score -472026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -472027.125000 Penalty: 2752.101074
	Iteration 45Q: 3 clusters Score -472027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -472027.125000 Penalty: 2752.101074
	Iteration 46F: 3 clusters Score -472027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -176671.328125 Penalty: 1216.574707
	Iteration 0F: 2 clusters Score -176671.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -174700.390625 Penalty: 2433.149414
	Iteration 0F: 3 clusters Score -174700.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -175087.703125 Penalty: 2433.149414
	Iteration 1F: 3 clusters Score -175087.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175195.781250 Penalty: 2433.149414
	Iteration 2F: 3 clusters Score -175195.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -175248.390625 Penalty: 2433.149414
	Iteration 3Q: 3 clusters Score -175248.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175287.984375 Penalty: 2433.149414
	Iteration 4Q: 3 clusters Score -175288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -175318.828125 Penalty: 2433.149414
	Iteration 5Q: 3 clusters Score -175318.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -175338.375000 Penalty: 2433.149414
	Iteration 6Q: 3 clusters Score -175338.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -175348.375000 Penalty: 2433.149414
	Iteration 7Q: 3 clusters Score -175348.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -175356.375000 Penalty: 2433.149414
	Iteration 8Q: 3 clusters Score -175356.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175366.531250 Penalty: 2433.149414
	Iteration 9Q: 3 clusters Score -175366.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175375.500000 Penalty: 2433.149414
	Iteration 10Q: 3 clusters Score -175375.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175383.750000 Penalty: 2433.149414
	Iteration 11Q: 3 clusters Score -175383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175388.953125 Penalty: 2433.149414
	Iteration 12Q: 3 clusters Score -175389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175393.078125 Penalty: 2433.149414
	Iteration 13Q: 3 clusters Score -175393.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -175397.500000 Penalty: 2433.149414
	Iteration 14Q: 3 clusters Score -175397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -175399.250000 Penalty: 2433.149414
	Iteration 15Q: 3 clusters Score -175399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -175401.578125 Penalty: 2433.149414
	Iteration 16Q: 3 clusters Score -175401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -175404.156250 Penalty: 2433.149414
	Iteration 17Q: 3 clusters Score -175404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -175408.921875 Penalty: 2433.149414
	Iteration 18Q: 3 clusters Score -175408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175411.406250 Penalty: 2433.149414
	Iteration 19Q: 3 clusters Score -175411.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175412.875000 Penalty: 2433.149414
	Iteration 20F: 3 clusters Score -175412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175416.609375 Penalty: 2433.149414
	Iteration 21Q: 3 clusters Score -175416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175418.109375 Penalty: 2433.149414
	Iteration 22Q: 3 clusters Score -175418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -175420.781250 Penalty: 2433.149414
	Iteration 23Q: 3 clusters Score -175420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175421.625000 Penalty: 2433.149414
	Iteration 24Q: 3 clusters Score -175421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -175423.718750 Penalty: 2433.149414
	Iteration 25Q: 3 clusters Score -175423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175427.140625 Penalty: 2433.149414
	Iteration 26Q: 3 clusters Score -175427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175429.500000 Penalty: 2433.149414
	Iteration 27Q: 3 clusters Score -175429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -175431.234375 Penalty: 2433.149414
	Iteration 28Q: 3 clusters Score -175431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175432.640625 Penalty: 2433.149414
	Iteration 29Q: 3 clusters Score -175432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175433.062500 Penalty: 2433.149414
	Iteration 30Q: 3 clusters Score -175433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175433.750000 Penalty: 2433.149414
	Iteration 31Q: 3 clusters Score -175433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175434.000000 Penalty: 2433.149414
	Iteration 32Q: 3 clusters Score -175434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -175434.234375 Penalty: 2433.149414
	Iteration 33Q: 3 clusters Score -175434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -175435.453125 Penalty: 2433.149414
	Iteration 34Q: 3 clusters Score -175435.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175436.218750 Penalty: 2433.149414
	Iteration 35Q: 3 clusters Score -175436.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175436.218750 Penalty: 2433.149414
	Iteration 36F: 3 clusters Score -175436.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -284257.062500 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -284257.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -281542.968750 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -281543 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282251.500000 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -282251.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -282493.125000 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -282493.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -282662.031250 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -282662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -282817.156250 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -282817.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -282960.937500 Penalty: 2603.042969
	Iteration 5F: 3 clusters Score -282960.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -283059.250000 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -283059.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -283125.343750 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -283125.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -283180.468750 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -283180.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -283214.812500 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -283214.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -283236.781250 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -283236.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -283253.937500 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -283253.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -283264.843750 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -283264.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -283273.531250 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -283273.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -283278.812500 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -283278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -283281.125000 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -283281.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -283284.000000 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -283284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -283287.031250 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -283287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -283289.656250 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -283289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -283292.656250 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -283292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -283297.687500 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -283297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -283303.218750 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -283303.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -283307.656250 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -283307.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -283310.250000 Penalty: 2603.042969
	Iteration 23Q: 3 clusters Score -283310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -283311.218750 Penalty: 2603.042969
	Iteration 24Q: 3 clusters Score -283311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -283313.187500 Penalty: 2603.042969
	Iteration 25Q: 3 clusters Score -283313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -283316.406250 Penalty: 2603.042969
	Iteration 26Q: 3 clusters Score -283316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -283317.437500 Penalty: 2603.042969
	Iteration 27Q: 3 clusters Score -283317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -283318.093750 Penalty: 2603.042969
	Iteration 28Q: 3 clusters Score -283318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -283318.656250 Penalty: 2603.042969
	Iteration 29Q: 3 clusters Score -283318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -283319.437500 Penalty: 2603.042969
	Iteration 30Q: 3 clusters Score -283319.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -283319.218750 Penalty: 2603.042969
	Iteration 31Q: 3 clusters Score -283319.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -283319.906250 Penalty: 2603.042969
	Iteration 32Q: 3 clusters Score -283319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -283320.500000 Penalty: 2603.042969
	Iteration 33Q: 3 clusters Score -283320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -283320.406250 Penalty: 2603.042969
	Iteration 34Q: 3 clusters Score -283320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -283320.406250 Penalty: 2603.042969
	Iteration 35F: 3 clusters Score -283320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -124655.523438 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -124655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -123093.171875 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -123093.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -123454.015625 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -123454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123538.765625 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -123538.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123598.703125 Penalty: 2346.383789
	Iteration 3Q: 3 clusters Score -123598.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -123651.421875 Penalty: 2346.383789
	Iteration 4Q: 3 clusters Score -123651.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123723.070312 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -123723.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123781.968750 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -123782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123851.429688 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -123851.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -123932.468750 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -123932.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -123986.976562 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -123987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -124033.632812 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -124033.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -124074.781250 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -124074.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -124107.406250 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -124107.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -124132.390625 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -124132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -124153.187500 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -124153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -124161.539062 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -124161.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -124164.531250 Penalty: 2346.383789
	Iteration 16Q: 3 clusters Score -124164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -124172.382812 Penalty: 2346.383789
	Iteration 17Q: 3 clusters Score -124172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -124178.453125 Penalty: 2346.383789
	Iteration 18Q: 3 clusters Score -124178.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -124183.539062 Penalty: 2346.383789
	Iteration 19Q: 3 clusters Score -124183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -124214.265625 Penalty: 2346.383789
	Iteration 20F: 3 clusters Score -124214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -124256.187500 Penalty: 2346.383789
	Iteration 21Q: 3 clusters Score -124256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -124264.109375 Penalty: 2346.383789
	Iteration 22Q: 3 clusters Score -124264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -124279.132812 Penalty: 2346.383789
	Iteration 23Q: 3 clusters Score -124279.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -124290.703125 Penalty: 2346.383789
	Iteration 24Q: 3 clusters Score -124290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -124296.515625 Penalty: 2346.383789
	Iteration 25Q: 3 clusters Score -124296.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -124302.609375 Penalty: 2346.383789
	Iteration 26Q: 3 clusters Score -124302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -124307.789062 Penalty: 2346.383789
	Iteration 27Q: 3 clusters Score -124307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -124314.703125 Penalty: 2346.383789
	Iteration 28Q: 3 clusters Score -124314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -124316.757812 Penalty: 2346.383789
	Iteration 29Q: 3 clusters Score -124316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -124317.789062 Penalty: 2346.383789
	Iteration 30Q: 3 clusters Score -124317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -124319.687500 Penalty: 2346.383789
	Iteration 31Q: 3 clusters Score -124319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -124320.023438 Penalty: 2346.383789
	Iteration 32Q: 3 clusters Score -124320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -124320.609375 Penalty: 2346.383789
	Iteration 33Q: 3 clusters Score -124320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -124320.757812 Penalty: 2346.383789
	Iteration 34Q: 3 clusters Score -124320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -124360.757812 Penalty: 2346.383789
	Iteration 35F: 3 clusters Score -124360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -124395.929688 Penalty: 2346.383789
	Iteration 36Q: 3 clusters Score -124395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -124411.132812 Penalty: 2346.383789
	Iteration 37Q: 3 clusters Score -124411.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -124417.726562 Penalty: 2346.383789
	Iteration 38Q: 3 clusters Score -124417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -124420.039062 Penalty: 2346.383789
	Iteration 39Q: 3 clusters Score -124420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -124441.789062 Penalty: 2346.383789
	Iteration 40F: 3 clusters Score -124441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -124538.531250 Penalty: 2346.383789
	Iteration 41Q: 3 clusters Score -124538.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -124583.296875 Penalty: 2346.383789
	Iteration 42Q: 3 clusters Score -124583.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -124591.507812 Penalty: 2346.383789
	Iteration 43Q: 3 clusters Score -124591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -124602.062500 Penalty: 2346.383789
	Iteration 44Q: 3 clusters Score -124602.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -124613.671875 Penalty: 2346.383789
	Iteration 45Q: 3 clusters Score -124613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -124620.742188 Penalty: 2346.383789
	Iteration 46Q: 3 clusters Score -124620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -124622.882812 Penalty: 2346.383789
	Iteration 47Q: 3 clusters Score -124622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -124625.789062 Penalty: 2346.383789
	Iteration 48Q: 3 clusters Score -124625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -124627.796875 Penalty: 2346.383789
	Iteration 49Q: 3 clusters Score -124627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -124629.109375 Penalty: 2346.383789
	Iteration 50Q: 3 clusters Score -124629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -124629.789062 Penalty: 2346.383789
	Iteration 51F: 3 clusters Score -124629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -124635.734375 Penalty: 2346.383789
	Iteration 52Q: 3 clusters Score -124635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -124637.890625 Penalty: 2346.383789
	Iteration 53Q: 3 clusters Score -124637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -124637.890625 Penalty: 2346.383789
	Iteration 54F: 3 clusters Score -124637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Entering Unmasked Estep 
Score: -6183961.000000 Penalty: 1794.167725
	Iteration 0F: 2 clusters Score -6183961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -6142419.000000 Penalty: 3588.335449
	Iteration 0F: 3 clusters Score -6142419 nChanged 29423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -6159177.500000 Penalty: 3588.335449
	Iteration 1F: 3 clusters Score -6159178 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -6159891.500000 Penalty: 3588.335449
	Iteration 2Q: 3 clusters Score -6159892 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -6160767.000000 Penalty: 3588.335449
	Iteration 3Q: 3 clusters Score -6160767 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -6162056.500000 Penalty: 3588.335449
	Iteration 4Q: 3 clusters Score -6162056 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -6164010.000000 Penalty: 3588.335449
	Iteration 5F: 3 clusters Score -6164010 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -6166894.000000 Penalty: 3588.335449
	Iteration 6F: 3 clusters Score -6166894 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -6170850.500000 Penalty: 3588.335449
	Iteration 7F: 3 clusters Score -6170850 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6175029.500000 Penalty: 3588.335449
	Iteration 8F: 3 clusters Score -6175030 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -6178172.500000 Penalty: 3588.335449
	Iteration 9F: 3 clusters Score -6178172 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -6180123.000000 Penalty: 3588.335449
	Iteration 10Q: 3 clusters Score -6180123 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -6181230.000000 Penalty: 3588.335449
	Iteration 11Q: 3 clusters Score -6181230 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -6181906.000000 Penalty: 3588.335449
	Iteration 12Q: 3 clusters Score -6181906 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -6182455.000000 Penalty: 3588.335449
	Iteration 13Q: 3 clusters Score -6182455 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -6182700.500000 Penalty: 3588.335449
	Iteration 14Q: 3 clusters Score -6182700 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -6182827.000000 Penalty: 3588.335449
	Iteration 15Q: 3 clusters Score -6182827 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -6182874.000000 Penalty: 3588.335449
	Iteration 16Q: 3 clusters Score -6182874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -6182912.500000 Penalty: 3588.335449
	Iteration 17Q: 3 clusters Score -6182912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -6182933.000000 Penalty: 3588.335449
	Iteration 18Q: 3 clusters Score -6182933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -6182951.500000 Penalty: 3588.335449
	Iteration 19Q: 3 clusters Score -6182952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -6182971.000000 Penalty: 3588.335449
	Iteration 20F: 3 clusters Score -6182971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -6182987.500000 Penalty: 3588.335449
	Iteration 21Q: 3 clusters Score -6182988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -6182985.500000 Penalty: 3588.335449
	Iteration 22Q: 3 clusters Score -6182986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -6182991.000000 Penalty: 3588.335449
	Iteration 23Q: 3 clusters Score -6182991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -6182997.000000 Penalty: 3588.335449
	Iteration 24Q: 3 clusters Score -6182997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -6183002.500000 Penalty: 3588.335449
	Iteration 25Q: 3 clusters Score -6183002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -6183010.000000 Penalty: 3588.335449
	Iteration 26Q: 3 clusters Score -6183010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -6183020.000000 Penalty: 3588.335449
	Iteration 27Q: 3 clusters Score -6183020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -6183013.000000 Penalty: 3588.335449
	Iteration 28Q: 3 clusters Score -6183013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -6183020.500000 Penalty: 3588.335449
	Iteration 29Q: 3 clusters Score -6183020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -6183011.000000 Penalty: 3588.335449
	Iteration 30Q: 3 clusters Score -6183011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -6183019.000000 Penalty: 3588.335449
	Iteration 31Q: 3 clusters Score -6183019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -6183024.000000 Penalty: 3588.335449
	Iteration 32Q: 3 clusters Score -6183024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -6183016.000000 Penalty: 3588.335449
	Iteration 33Q: 3 clusters Score -6183016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -6183021.000000 Penalty: 3588.335449
	Iteration 34Q: 3 clusters Score -6183021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -6183020.000000 Penalty: 3588.335449
	Iteration 35Q: 3 clusters Score -6183020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -6183018.500000 Penalty: 3588.335449
	Iteration 36Q: 3 clusters Score -6183018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -6183026.500000 Penalty: 3588.335449
	Iteration 37Q: 3 clusters Score -6183026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -6183029.000000 Penalty: 3588.335449
	Iteration 38Q: 3 clusters Score -6183029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -6183022.000000 Penalty: 3588.335449
	Iteration 39Q: 3 clusters Score -6183022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -6183031.000000 Penalty: 3588.335449
	Iteration 40F: 3 clusters Score -6183031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -6183036.500000 Penalty: 3588.335449
	Iteration 41Q: 3 clusters Score -6183036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -6183039.000000 Penalty: 3588.335449
	Iteration 42Q: 3 clusters Score -6183039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -6183043.500000 Penalty: 3588.335449
	Iteration 43Q: 3 clusters Score -6183044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -6183045.000000 Penalty: 3588.335449
	Iteration 44Q: 3 clusters Score -6183045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -6183045.000000 Penalty: 3588.335449
	Iteration 45F: 3 clusters Score -6183045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (123943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Entering Unmasked Estep 
Score: -12296610.000000 Penalty: 1905.731323
	Iteration 0F: 2 clusters Score -1.229661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -12214480.000000 Penalty: 3811.462646
	Iteration 0F: 3 clusters Score -1.221448e+07 nChanged 59737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -12249782.000000 Penalty: 3811.462646
	Iteration 1F: 3 clusters Score -1.224978e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -12250731.000000 Penalty: 3811.462646
	Iteration 2Q: 3 clusters Score -1.225073e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -12252097.000000 Penalty: 3811.462646
	Iteration 3Q: 3 clusters Score -1.22521e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -12254156.000000 Penalty: 3811.462646
	Iteration 4Q: 3 clusters Score -1.225416e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -12257771.000000 Penalty: 3811.462646
	Iteration 5F: 3 clusters Score -1.225777e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -12263963.000000 Penalty: 3811.462646
	Iteration 6F: 3 clusters Score -1.226396e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -12272726.000000 Penalty: 3811.462646
	Iteration 7F: 3 clusters Score -1.227273e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -12282315.000000 Penalty: 3811.462646
	Iteration 8F: 3 clusters Score -1.228232e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116917 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -12289118.000000 Penalty: 3811.462646
	Iteration 9F: 3 clusters Score -1.228912e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120673 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -12292452.000000 Penalty: 3811.462646
	Iteration 10Q: 3 clusters Score -1.229245e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122366 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12293899.000000 Penalty: 3811.462646
	Iteration 11Q: 3 clusters Score -1.22939e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122989 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12294457.000000 Penalty: 3811.462646
	Iteration 12Q: 3 clusters Score -1.229446e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123237 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12294665.000000 Penalty: 3811.462646
	Iteration 13Q: 3 clusters Score -1.229466e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -12294768.000000 Penalty: 3811.462646
	Iteration 14Q: 3 clusters Score -1.229477e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123407 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -12294838.000000 Penalty: 3811.462646
	Iteration 15Q: 3 clusters Score -1.229484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12294883.000000 Penalty: 3811.462646
	Iteration 16Q: 3 clusters Score -1.229488e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123449 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -12294895.000000 Penalty: 3811.462646
	Iteration 17Q: 3 clusters Score -1.22949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12294938.000000 Penalty: 3811.462646
	Iteration 18Q: 3 clusters Score -1.229494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123479 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12294963.000000 Penalty: 3811.462646
	Iteration 19Q: 3 clusters Score -1.229496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12294963.000000 Penalty: 3811.462646
	Iteration 20F: 3 clusters Score -1.229496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12294964.000000 Penalty: 3811.462646
	Iteration 21Q: 3 clusters Score -1.229496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -12294977.000000 Penalty: 3811.462646
	Iteration 22Q: 3 clusters Score -1.229498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123512 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12294996.000000 Penalty: 3811.462646
	Iteration 23Q: 3 clusters Score -1.2295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123517 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12294994.000000 Penalty: 3811.462646
	Iteration 24Q: 3 clusters Score -1.229499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12295002.000000 Penalty: 3811.462646
	Iteration 25Q: 3 clusters Score -1.2295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12295000.000000 Penalty: 3811.462646
	Iteration 26Q: 3 clusters Score -1.2295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12295010.000000 Penalty: 3811.462646
	Iteration 27Q: 3 clusters Score -1.229501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123521 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12295016.000000 Penalty: 3811.462646
	Iteration 28Q: 3 clusters Score -1.229502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123522 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12295006.000000 Penalty: 3811.462646
	Iteration 29Q: 3 clusters Score -1.229501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123520 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12295013.000000 Penalty: 3811.462646
	Iteration 30Q: 3 clusters Score -1.229501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12295011.000000 Penalty: 3811.462646
	Iteration 31Q: 3 clusters Score -1.229501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -12295011.000000 Penalty: 3811.462646
	Iteration 32Q: 3 clusters Score -1.229501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123521 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12295005.000000 Penalty: 3811.462646
	Iteration 33Q: 3 clusters Score -1.2295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123521 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12295005.000000 Penalty: 3811.462646
	Iteration 34F: 3 clusters Score -1.2295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -148216.531250 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -148216.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -146432.734375 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -146432.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -146838.468750 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -146838.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -146938.859375 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -146938.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -146986.968750 Penalty: 2386.823730
	Iteration 3Q: 3 clusters Score -146987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -147022.265625 Penalty: 2386.823730
	Iteration 4Q: 3 clusters Score -147022.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147059.000000 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -147059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147080.140625 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -147080.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -147101.031250 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -147101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -147115.546875 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -147115.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -147131.015625 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -147131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -147147.609375 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -147147.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -147157.890625 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -147157.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -147163.343750 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -147163.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -147166.328125 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -147166.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -147171.218750 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -147171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -147174.437500 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -147174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -147178.562500 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -147178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -147181.296875 Penalty: 2386.823730
	Iteration 17Q: 3 clusters Score -147181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -147185.296875 Penalty: 2386.823730
	Iteration 18Q: 3 clusters Score -147185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -147189.250000 Penalty: 2386.823730
	Iteration 19Q: 3 clusters Score -147189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -147196.593750 Penalty: 2386.823730
	Iteration 20F: 3 clusters Score -147196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -147202.890625 Penalty: 2386.823730
	Iteration 21Q: 3 clusters Score -147202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -147207.421875 Penalty: 2386.823730
	Iteration 22Q: 3 clusters Score -147207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -147209.593750 Penalty: 2386.823730
	Iteration 23Q: 3 clusters Score -147209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -147210.125000 Penalty: 2386.823730
	Iteration 24Q: 3 clusters Score -147210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -147211.312500 Penalty: 2386.823730
	Iteration 25Q: 3 clusters Score -147211.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -147211.984375 Penalty: 2386.823730
	Iteration 26Q: 3 clusters Score -147212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -147213.031250 Penalty: 2386.823730
	Iteration 27Q: 3 clusters Score -147213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -147213.281250 Penalty: 2386.823730
	Iteration 28Q: 3 clusters Score -147213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -147213.281250 Penalty: 2386.823730
	Iteration 29F: 3 clusters Score -147213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 11085 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 13986 members 
Mstep: Class 6 contains 13225 members 
Mstep: Class 7 contains 25632 members 
Mstep: Class 8 contains 26469 members 
Mstep: Class 9 contains 20742 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 101155 members 
Mstep: Class 14 contains 27178 members 
Mstep: Class 15 contains 6602 members 
Mstep: Class 16 contains 45828 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1784 members 
Mstep: Class 21 contains 3009 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62382 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408196.000000 Penalty: 53662.054688
Iteration 79Q: 26 clusters Score -5.24082e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 11095 members 
Mstep: Class 4 contains 16583 members 
Mstep: Class 5 contains 13996 members 
Mstep: Class 6 contains 13230 members 
Mstep: Class 7 contains 25629 members 
Mstep: Class 8 contains 26466 members 
Mstep: Class 9 contains 20745 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 101160 members 
Mstep: Class 14 contains 27173 members 
Mstep: Class 15 contains 6605 members 
Mstep: Class 16 contains 45810 members 
Mstep: Class 17 contains 12345 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 4758 members 
Mstep: Class 20 contains 1785 members 
Mstep: Class 21 contains 3011 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62383 members 
Mstep: Class 24 contains 123944 members 
Mstep: Class 25 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408212.000000 Penalty: 53662.054688
Iteration 80F: 26 clusters Score -5.240821e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 11101 members 
Mstep: Class 4 contains 16578 members 
Mstep: Class 5 contains 14007 members 
Mstep: Class 6 contains 13231 members 
Mstep: Class 7 contains 25627 members 
Mstep: Class 8 contains 26461 members 
Mstep: Class 9 contains 20750 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 101167 members 
Mstep: Class 14 contains 27172 members 
Mstep: Class 15 contains 6606 members 
Mstep: Class 16 contains 45800 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 1787 members 
Mstep: Class 21 contains 3014 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62381 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408192.000000 Penalty: 53662.054688
Iteration 81Q: 26 clusters Score -5.240819e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 11109 members 
Mstep: Class 4 contains 16575 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 13232 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 26461 members 
Mstep: Class 9 contains 20757 members 
Mstep: Class 10 contains 3332 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 101171 members 
Mstep: Class 14 contains 27169 members 
Mstep: Class 15 contains 6610 members 
Mstep: Class 16 contains 45787 members 
Mstep: Class 17 contains 12345 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 3018 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62380 members 
Mstep: Class 24 contains 123944 members 
Mstep: Class 25 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408236.000000 Penalty: 53662.054688
Iteration 82Q: 26 clusters Score -5.240824e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 11115 members 
Mstep: Class 4 contains 16573 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 13233 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 26465 members 
Mstep: Class 9 contains 20766 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 12 contains 4536 members 
Mstep: Class 13 contains 101174 members 
Mstep: Class 14 contains 27168 members 
Mstep: Class 15 contains 6612 members 
Mstep: Class 16 contains 45779 members 
Mstep: Class 17 contains 12345 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 4745 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3022 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62374 members 
Mstep: Class 24 contains 123944 members 
Mstep: Class 25 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408276.000000 Penalty: 53662.054688
Iteration 83Q: 26 clusters Score -5.240828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4741 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 16571 members 
Mstep: Class 5 contains 14017 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 26464 members 
Mstep: Class 9 contains 20773 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 4534 members 
Mstep: Class 13 contains 101178 members 
Mstep: Class 14 contains 27166 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 45770 members 
Mstep: Class 17 contains 12348 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 4744 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3026 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62371 members 
Mstep: Class 24 contains 123940 members 
Mstep: Class 25 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408216.000000 Penalty: 53662.054688
Iteration 84Q: 26 clusters Score -5.240822e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 11133 members 
Mstep: Class 4 contains 16569 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 25618 members 
Mstep: Class 8 contains 26453 members 
Mstep: Class 9 contains 20782 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 101178 members 
Mstep: Class 14 contains 27165 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 45758 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 4746 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3027 members 
Mstep: Class 22 contains 1366 members 
Mstep: Class 23 contains 62371 members 
Mstep: Class 24 contains 123933 members 
Mstep: Class 25 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408276.000000 Penalty: 53662.054688
Iteration 85Q: 26 clusters Score -5.240828e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 11148 members 
Mstep: Class 4 contains 16568 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 25615 members 
Mstep: Class 8 contains 26451 members 
Mstep: Class 9 contains 20791 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 101176 members 
Mstep: Class 14 contains 27163 members 
Mstep: Class 15 contains 6617 members 
Mstep: Class 16 contains 45742 members 
Mstep: Class 17 contains 12364 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 4746 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62364 members 
Mstep: Class 24 contains 123933 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408256.000000 Penalty: 53662.054688
Iteration 86Q: 26 clusters Score -5.240826e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 11157 members 
Mstep: Class 4 contains 16567 members 
Mstep: Class 5 contains 14031 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 25615 members 
Mstep: Class 8 contains 26446 members 
Mstep: Class 9 contains 20794 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 101182 members 
Mstep: Class 14 contains 27163 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 45730 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 9987 members 
Mstep: Class 19 contains 4745 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62360 members 
Mstep: Class 24 contains 123934 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408304.000000 Penalty: 53662.054688
Iteration 87Q: 26 clusters Score -5.24083e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 11163 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14032 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 25614 members 
Mstep: Class 8 contains 26442 members 
Mstep: Class 9 contains 20796 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 101188 members 
Mstep: Class 14 contains 27163 members 
Mstep: Class 15 contains 6619 members 
Mstep: Class 16 contains 45724 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62358 members 
Mstep: Class 24 contains 123936 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408316.000000 Penalty: 53662.054688
Iteration 88Q: 26 clusters Score -5.240832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 3 contains 11169 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14035 members 
Mstep: Class 6 contains 13236 members 
Mstep: Class 7 contains 25611 members 
Mstep: Class 8 contains 26440 members 
Mstep: Class 9 contains 20801 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 101187 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 45722 members 
Mstep: Class 17 contains 12364 members 
Mstep: Class 18 contains 9989 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62354 members 
Mstep: Class 24 contains 123940 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408228.000000 Penalty: 53662.054688
Iteration 89Q: 26 clusters Score -5.240823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11173 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14036 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 25605 members 
Mstep: Class 8 contains 26441 members 
Mstep: Class 9 contains 20803 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 4530 members 
Mstep: Class 13 contains 101190 members 
Mstep: Class 14 contains 27163 members 
Mstep: Class 15 contains 6616 members 
Mstep: Class 16 contains 45719 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 9990 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62351 members 
Mstep: Class 24 contains 123939 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408272.000000 Penalty: 53662.054688
Iteration 90Q: 26 clusters Score -5.240827e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14040 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26437 members 
Mstep: Class 9 contains 20806 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1890 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101194 members 
Mstep: Class 14 contains 27163 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 45712 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62350 members 
Mstep: Class 24 contains 123939 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408312.000000 Penalty: 53662.054688
Iteration 91Q: 26 clusters Score -5.240831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 11187 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13238 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26437 members 
Mstep: Class 9 contains 20808 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 101200 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 15 contains 6612 members 
Mstep: Class 16 contains 45704 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 4739 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62349 members 
Mstep: Class 24 contains 123937 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408268.000000 Penalty: 53662.054688
Iteration 92Q: 26 clusters Score -5.240827e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 11192 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26438 members 
Mstep: Class 9 contains 20810 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1887 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 101205 members 
Mstep: Class 14 contains 27162 members 
Mstep: Class 15 contains 6610 members 
Mstep: Class 16 contains 45694 members 
Mstep: Class 17 contains 12368 members 
Mstep: Class 18 contains 9993 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62346 members 
Mstep: Class 24 contains 123936 members 
Mstep: Class 25 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408284.000000 Penalty: 53662.054688
Iteration 93Q: 26 clusters Score -5.240828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 11200 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26436 members 
Mstep: Class 9 contains 20816 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1883 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 101212 members 
Mstep: Class 14 contains 27161 members 
Mstep: Class 15 contains 6611 members 
Mstep: Class 16 contains 45681 members 
Mstep: Class 17 contains 12369 members 
Mstep: Class 18 contains 9993 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62342 members 
Mstep: Class 24 contains 123935 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408260.000000 Penalty: 53662.054688
Iteration 94Q: 26 clusters Score -5.240826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 11207 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13240 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26434 members 
Mstep: Class 9 contains 20821 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 101217 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 45671 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 123936 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408276.000000 Penalty: 53662.054688
Iteration 95Q: 26 clusters Score -5.240828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 11212 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13242 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26429 members 
Mstep: Class 9 contains 20823 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101221 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 45661 members 
Mstep: Class 17 contains 12376 members 
Mstep: Class 18 contains 9996 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3029 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 123934 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408296.000000 Penalty: 53662.054688
Iteration 96Q: 26 clusters Score -5.24083e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 11213 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 26428 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101225 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 45654 members 
Mstep: Class 17 contains 12375 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123937 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408340.000000 Penalty: 53662.054688
Iteration 97Q: 26 clusters Score -5.240834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 3 contains 11218 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 26430 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101221 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 45648 members 
Mstep: Class 17 contains 12368 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 4746 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123944 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408296.000000 Penalty: 53662.054688
Iteration 98Q: 26 clusters Score -5.24083e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11223 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 26428 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 1869 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101224 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 45645 members 
Mstep: Class 17 contains 12368 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 4748 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408344.000000 Penalty: 53662.054688
Iteration 99Q: 26 clusters Score -5.240834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11227 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26428 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3320 members 
Mstep: Class 11 contains 1868 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101222 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 45642 members 
Mstep: Class 17 contains 12368 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 4748 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408344.000000 Penalty: 53662.054688
Iteration 100F: 26 clusters Score -5.240834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11233 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13243 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26427 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 1865 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101221 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 45638 members 
Mstep: Class 17 contains 12371 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4748 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62339 members 
Mstep: Class 24 contains 123945 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408384.000000 Penalty: 53662.054688
Iteration 101Q: 26 clusters Score -5.240838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11241 members 
Mstep: Class 4 contains 16564 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26426 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3315 members 
Mstep: Class 11 contains 1864 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101222 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6609 members 
Mstep: Class 16 contains 45631 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62337 members 
Mstep: Class 24 contains 123944 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408368.000000 Penalty: 53662.054688
Iteration 102Q: 26 clusters Score -5.240837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11247 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26425 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1863 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101221 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 45627 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4754 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408348.000000 Penalty: 53662.054688
Iteration 103Q: 26 clusters Score -5.240835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11255 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26423 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101218 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 45620 members 
Mstep: Class 17 contains 12376 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123945 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408356.000000 Penalty: 53662.054688
Iteration 104Q: 26 clusters Score -5.240836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26420 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101220 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6606 members 
Mstep: Class 16 contains 45617 members 
Mstep: Class 17 contains 12377 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408340.000000 Penalty: 53662.054688
Iteration 105Q: 26 clusters Score -5.240834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11260 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14043 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26418 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101218 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6605 members 
Mstep: Class 16 contains 45618 members 
Mstep: Class 17 contains 12378 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 4762 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123942 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408344.000000 Penalty: 53662.054688
Iteration 106Q: 26 clusters Score -5.240834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11261 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26415 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1861 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101220 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45617 members 
Mstep: Class 17 contains 12379 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 4762 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408348.000000 Penalty: 53662.054688
Iteration 107Q: 26 clusters Score -5.240835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26412 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1861 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101226 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 45615 members 
Mstep: Class 17 contains 12378 members 
Mstep: Class 18 contains 9995 members 
Mstep: Class 19 contains 4760 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123943 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408340.000000 Penalty: 53662.054688
Iteration 108Q: 26 clusters Score -5.240834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11266 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26410 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1861 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101230 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6608 members 
Mstep: Class 16 contains 45612 members 
Mstep: Class 17 contains 12377 members 
Mstep: Class 18 contains 9996 members 
Mstep: Class 19 contains 4757 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123944 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408368.000000 Penalty: 53662.054688
Iteration 109Q: 26 clusters Score -5.240837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11266 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26408 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1861 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101235 members 
Mstep: Class 14 contains 27158 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45610 members 
Mstep: Class 17 contains 12379 members 
Mstep: Class 18 contains 9996 members 
Mstep: Class 19 contains 4755 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123944 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408368.000000 Penalty: 53662.054688
Iteration 110Q: 26 clusters Score -5.240837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11266 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26407 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101238 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45608 members 
Mstep: Class 17 contains 12380 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4754 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123945 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408396.000000 Penalty: 53662.054688
Iteration 111Q: 26 clusters Score -5.24084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11266 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26407 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101242 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45604 members 
Mstep: Class 17 contains 12380 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4754 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123945 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408392.000000 Penalty: 53662.054688
Iteration 112Q: 26 clusters Score -5.240839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11267 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26404 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101248 members 
Mstep: Class 14 contains 27155 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45601 members 
Mstep: Class 17 contains 12380 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4755 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123945 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408376.000000 Penalty: 53662.054688
Iteration 113Q: 26 clusters Score -5.240838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11269 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26402 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101250 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45597 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62334 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408384.000000 Penalty: 53662.054688
Iteration 114Q: 26 clusters Score -5.240838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26401 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101252 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45593 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408360.000000 Penalty: 53662.054688
Iteration 115Q: 26 clusters Score -5.240836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26400 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101253 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45592 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4757 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408368.000000 Penalty: 53662.054688
Iteration 116Q: 26 clusters Score -5.240837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14042 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26397 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101255 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4758 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408388.000000 Penalty: 53662.054688
Iteration 117Q: 26 clusters Score -5.240839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25599 members 
Mstep: Class 8 contains 26396 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101259 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4756 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408404.000000 Penalty: 53662.054688
Iteration 118Q: 26 clusters Score -5.24084e+07 nChanged 6
Entering ConstructFrom: 
Score: -52408404.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -104474.640625 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -104474.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102937.664062 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -102937.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103211.515625 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -103211.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -103292.898438 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -103292.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103318.882812 Penalty: 2279.814697
	Iteration 3Q: 3 clusters Score -103318.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103336.093750 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -103336.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103345.687500 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -103345.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103350.359375 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -103350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103356.281250 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -103356.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -103362.593750 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -103362.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103366.507812 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -103366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103367.476562 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -103367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103369.968750 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -103370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103373.265625 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -103373.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103376.851562 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -103376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103378.187500 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -103378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -103378.390625 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -103378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -103378.390625 Penalty: 2279.814697
	Iteration 16F: 3 clusters Score -103378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -453374.812500 Penalty: 1375.537598
	Iteration 0F: 2 clusters Score -453374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -449603.968750 Penalty: 2751.075195
	Iteration 0F: 3 clusters Score -449604 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -450874.281250 Penalty: 2751.075195
	Iteration 1F: 3 clusters Score -450874.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -451274.843750 Penalty: 2751.075195
	Iteration 2F: 3 clusters Score -451274.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -451875.125000 Penalty: 2751.075195
	Iteration 3F: 3 clusters Score -451875.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -452439.593750 Penalty: 2751.075195
	Iteration 4F: 3 clusters Score -452439.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -452723.531250 Penalty: 2751.075195
	Iteration 5F: 3 clusters Score -452723.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -452949.250000 Penalty: 2751.075195
	Iteration 6F: 3 clusters Score -452949.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -453136.437500 Penalty: 2751.075195
	Iteration 7Q: 3 clusters Score -453136.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -453298.781250 Penalty: 2751.075195
	Iteration 8Q: 3 clusters Score -453298.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -453436.406250 Penalty: 2751.075195
	Iteration 9Q: 3 clusters Score -453436.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -453528.781250 Penalty: 2751.075195
	Iteration 10Q: 3 clusters Score -453528.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -453586.031250 Penalty: 2751.075195
	Iteration 11Q: 3 clusters Score -453586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -453633.718750 Penalty: 2751.075195
	Iteration 12Q: 3 clusters Score -453633.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -453671.593750 Penalty: 2751.075195
	Iteration 13Q: 3 clusters Score -453671.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -453698.968750 Penalty: 2751.075195
	Iteration 14Q: 3 clusters Score -453699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -453735.968750 Penalty: 2751.075195
	Iteration 15Q: 3 clusters Score -453736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -453770.406250 Penalty: 2751.075195
	Iteration 16Q: 3 clusters Score -453770.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -453831.531250 Penalty: 2751.075195
	Iteration 17Q: 3 clusters Score -453831.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -453915.812500 Penalty: 2751.075195
	Iteration 18Q: 3 clusters Score -453915.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -454007.125000 Penalty: 2751.075195
	Iteration 19Q: 3 clusters Score -454007.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -454072.312500 Penalty: 2751.075195
	Iteration 20F: 3 clusters Score -454072.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -454093.281250 Penalty: 2751.075195
	Iteration 21Q: 3 clusters Score -454093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -454097.062500 Penalty: 2751.075195
	Iteration 22Q: 3 clusters Score -454097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -454098.656250 Penalty: 2751.075195
	Iteration 23Q: 3 clusters Score -454098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -454100.750000 Penalty: 2751.075195
	Iteration 24Q: 3 clusters Score -454100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -454101.218750 Penalty: 2751.075195
	Iteration 25Q: 3 clusters Score -454101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -454101.781250 Penalty: 2751.075195
	Iteration 26Q: 3 clusters Score -454101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -454102.250000 Penalty: 2751.075195
	Iteration 27Q: 3 clusters Score -454102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -454103.406250 Penalty: 2751.075195
	Iteration 28Q: 3 clusters Score -454103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -454104.437500 Penalty: 2751.075195
	Iteration 29Q: 3 clusters Score -454104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -454104.125000 Penalty: 2751.075195
	Iteration 30Q: 3 clusters Score -454104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -454104.687500 Penalty: 2751.075195
	Iteration 31Q: 3 clusters Score -454104.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -454104.687500 Penalty: 2751.075195
	Iteration 32F: 3 clusters Score -454104.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26394 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101262 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45592 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Mstep: Class 26 contains 3753 members 
Entering Unmasked Estep 
Score: -52408356.000000 Penalty: 55808.535156
Splitting cluster 2 changes total score from -52408404.000000 to -52408356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Entering Unmasked Estep 
Score: -1130332.125000 Penalty: 1516.137573
	Iteration 0F: 2 clusters Score -1130332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1122300.500000 Penalty: 3032.275146
	Iteration 0F: 3 clusters Score -1122300 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1124919.375000 Penalty: 3032.275146
	Iteration 1F: 3 clusters Score -1124919 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1125140.750000 Penalty: 3032.275146
	Iteration 2F: 3 clusters Score -1125141 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1125352.625000 Penalty: 3032.275146
	Iteration 3Q: 3 clusters Score -1125353 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1125562.500000 Penalty: 3032.275146
	Iteration 4Q: 3 clusters Score -1125562 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1125768.875000 Penalty: 3032.275146
	Iteration 5Q: 3 clusters Score -1125769 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1125984.625000 Penalty: 3032.275146
	Iteration 6Q: 3 clusters Score -1125985 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1126258.000000 Penalty: 3032.275146
	Iteration 7Q: 3 clusters Score -1126258 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1126617.500000 Penalty: 3032.275146
	Iteration 8Q: 3 clusters Score -1126618 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1127035.500000 Penalty: 3032.275146
	Iteration 9F: 3 clusters Score -1127036 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1127514.250000 Penalty: 3032.275146
	Iteration 10F: 3 clusters Score -1127514 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1127990.375000 Penalty: 3032.275146
	Iteration 11F: 3 clusters Score -1127990 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1128374.375000 Penalty: 3032.275146
	Iteration 12Q: 3 clusters Score -1128374 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1128628.375000 Penalty: 3032.275146
	Iteration 13Q: 3 clusters Score -1128628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1128763.125000 Penalty: 3032.275146
	Iteration 14Q: 3 clusters Score -1128763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1128864.750000 Penalty: 3032.275146
	Iteration 15Q: 3 clusters Score -1128865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1128926.375000 Penalty: 3032.275146
	Iteration 16Q: 3 clusters Score -1128926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1128955.625000 Penalty: 3032.275146
	Iteration 17Q: 3 clusters Score -1128956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1128978.250000 Penalty: 3032.275146
	Iteration 18Q: 3 clusters Score -1128978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1128994.625000 Penalty: 3032.275146
	Iteration 19Q: 3 clusters Score -1128995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1129006.000000 Penalty: 3032.275146
	Iteration 20F: 3 clusters Score -1129006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1129012.500000 Penalty: 3032.275146
	Iteration 21Q: 3 clusters Score -1129012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1129012.750000 Penalty: 3032.275146
	Iteration 22Q: 3 clusters Score -1129013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1129015.000000 Penalty: 3032.275146
	Iteration 23Q: 3 clusters Score -1129015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1129016.625000 Penalty: 3032.275146
	Iteration 24Q: 3 clusters Score -1129017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1129016.500000 Penalty: 3032.275146
	Iteration 25Q: 3 clusters Score -1129016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1129016.500000 Penalty: 3032.275146
	Iteration 26F: 3 clusters Score -1129016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Entering Unmasked Estep 
Score: -1653848.875000 Penalty: 1578.705078
	Iteration 0F: 2 clusters Score -1653849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1642372.000000 Penalty: 3157.410156
	Iteration 0F: 3 clusters Score -1642372 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1646464.375000 Penalty: 3157.410156
	Iteration 1F: 3 clusters Score -1646464 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1646751.000000 Penalty: 3157.410156
	Iteration 2Q: 3 clusters Score -1646751 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1647037.250000 Penalty: 3157.410156
	Iteration 3Q: 3 clusters Score -1647037 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1647336.625000 Penalty: 3157.410156
	Iteration 4Q: 3 clusters Score -1647337 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1647739.250000 Penalty: 3157.410156
	Iteration 5Q: 3 clusters Score -1647739 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1648299.875000 Penalty: 3157.410156
	Iteration 6F: 3 clusters Score -1648300 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1648996.250000 Penalty: 3157.410156
	Iteration 7F: 3 clusters Score -1648996 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1649718.875000 Penalty: 3157.410156
	Iteration 8F: 3 clusters Score -1649719 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1650429.125000 Penalty: 3157.410156
	Iteration 9F: 3 clusters Score -1650429 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1651078.375000 Penalty: 3157.410156
	Iteration 10F: 3 clusters Score -1651078 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1651656.250000 Penalty: 3157.410156
	Iteration 11Q: 3 clusters Score -1651656 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1652096.750000 Penalty: 3157.410156
	Iteration 12Q: 3 clusters Score -1652097 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1652391.500000 Penalty: 3157.410156
	Iteration 13Q: 3 clusters Score -1652392 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1652536.125000 Penalty: 3157.410156
	Iteration 14Q: 3 clusters Score -1652536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1652621.625000 Penalty: 3157.410156
	Iteration 15Q: 3 clusters Score -1652622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1652675.125000 Penalty: 3157.410156
	Iteration 16Q: 3 clusters Score -1652675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1652698.375000 Penalty: 3157.410156
	Iteration 17Q: 3 clusters Score -1652698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1652715.375000 Penalty: 3157.410156
	Iteration 18Q: 3 clusters Score -1652715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1652731.875000 Penalty: 3157.410156
	Iteration 19Q: 3 clusters Score -1652732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1652740.500000 Penalty: 3157.410156
	Iteration 20F: 3 clusters Score -1652740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1652746.000000 Penalty: 3157.410156
	Iteration 21Q: 3 clusters Score -1652746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1652749.625000 Penalty: 3157.410156
	Iteration 22Q: 3 clusters Score -1652750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1652751.000000 Penalty: 3157.410156
	Iteration 23Q: 3 clusters Score -1652751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1652753.750000 Penalty: 3157.410156
	Iteration 24Q: 3 clusters Score -1652754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1652759.375000 Penalty: 3157.410156
	Iteration 25Q: 3 clusters Score -1652759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1652761.875000 Penalty: 3157.410156
	Iteration 26Q: 3 clusters Score -1652762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1652768.125000 Penalty: 3157.410156
	Iteration 27Q: 3 clusters Score -1652768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1652772.250000 Penalty: 3157.410156
	Iteration 28Q: 3 clusters Score -1652772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1652772.125000 Penalty: 3157.410156
	Iteration 29Q: 3 clusters Score -1652772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1652773.500000 Penalty: 3157.410156
	Iteration 30Q: 3 clusters Score -1652774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1652776.250000 Penalty: 3157.410156
	Iteration 31Q: 3 clusters Score -1652776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1652773.000000 Penalty: 3157.410156
	Iteration 32Q: 3 clusters Score -1652773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1652775.250000 Penalty: 3157.410156
	Iteration 33Q: 3 clusters Score -1652775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -1652775.250000 Penalty: 3157.410156
	Iteration 34F: 3 clusters Score -1652775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Entering Unmasked Estep 
Score: -1375687.000000 Penalty: 1551.832275
	Iteration 0F: 2 clusters Score -1375687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1365891.875000 Penalty: 3103.664551
	Iteration 0F: 3 clusters Score -1365892 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1369316.375000 Penalty: 3103.664551
	Iteration 1F: 3 clusters Score -1369316 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1369606.875000 Penalty: 3103.664551
	Iteration 2F: 3 clusters Score -1369607 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1369925.125000 Penalty: 3103.664551
	Iteration 3Q: 3 clusters Score -1369925 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1370322.875000 Penalty: 3103.664551
	Iteration 4F: 3 clusters Score -1370323 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1370808.375000 Penalty: 3103.664551
	Iteration 5F: 3 clusters Score -1370808 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1371391.750000 Penalty: 3103.664551
	Iteration 6F: 3 clusters Score -1371392 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1372034.500000 Penalty: 3103.664551
	Iteration 7F: 3 clusters Score -1372034 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1372665.000000 Penalty: 3103.664551
	Iteration 8F: 3 clusters Score -1372665 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1373138.500000 Penalty: 3103.664551
	Iteration 9Q: 3 clusters Score -1373138 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1373409.125000 Penalty: 3103.664551
	Iteration 10Q: 3 clusters Score -1373409 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1373572.000000 Penalty: 3103.664551
	Iteration 11Q: 3 clusters Score -1373572 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1373672.250000 Penalty: 3103.664551
	Iteration 12Q: 3 clusters Score -1373672 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1373745.750000 Penalty: 3103.664551
	Iteration 13Q: 3 clusters Score -1373746 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1373819.500000 Penalty: 3103.664551
	Iteration 14Q: 3 clusters Score -1373820 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1373868.875000 Penalty: 3103.664551
	Iteration 15Q: 3 clusters Score -1373869 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1373916.750000 Penalty: 3103.664551
	Iteration 16Q: 3 clusters Score -1373917 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1373949.500000 Penalty: 3103.664551
	Iteration 17Q: 3 clusters Score -1373950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1373970.625000 Penalty: 3103.664551
	Iteration 18Q: 3 clusters Score -1373971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1373987.875000 Penalty: 3103.664551
	Iteration 19Q: 3 clusters Score -1373988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1374009.125000 Penalty: 3103.664551
	Iteration 20F: 3 clusters Score -1374009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1374020.500000 Penalty: 3103.664551
	Iteration 21Q: 3 clusters Score -1374020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1374030.750000 Penalty: 3103.664551
	Iteration 22Q: 3 clusters Score -1374031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1374043.000000 Penalty: 3103.664551
	Iteration 23Q: 3 clusters Score -1374043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1374039.375000 Penalty: 3103.664551
	Iteration 24Q: 3 clusters Score -1374039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1374048.000000 Penalty: 3103.664551
	Iteration 25Q: 3 clusters Score -1374048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1374049.750000 Penalty: 3103.664551
	Iteration 26Q: 3 clusters Score -1374050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1374050.875000 Penalty: 3103.664551
	Iteration 27Q: 3 clusters Score -1374051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1374054.750000 Penalty: 3103.664551
	Iteration 28Q: 3 clusters Score -1374055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1374057.875000 Penalty: 3103.664551
	Iteration 29Q: 3 clusters Score -1374058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1374060.750000 Penalty: 3103.664551
	Iteration 30Q: 3 clusters Score -1374061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1374062.625000 Penalty: 3103.664551
	Iteration 31Q: 3 clusters Score -1374063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1374065.875000 Penalty: 3103.664551
	Iteration 32Q: 3 clusters Score -1374066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1374066.500000 Penalty: 3103.664551
	Iteration 33Q: 3 clusters Score -1374066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1374069.375000 Penalty: 3103.664551
	Iteration 34Q: 3 clusters Score -1374069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1374069.875000 Penalty: 3103.664551
	Iteration 35Q: 3 clusters Score -1374070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1374070.125000 Penalty: 3103.664551
	Iteration 36Q: 3 clusters Score -1374070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1374069.125000 Penalty: 3103.664551
	Iteration 37Q: 3 clusters Score -1374069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1374070.625000 Penalty: 3103.664551
	Iteration 38Q: 3 clusters Score -1374071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1374072.250000 Penalty: 3103.664551
	Iteration 39Q: 3 clusters Score -1374072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1374073.000000 Penalty: 3103.664551
	Iteration 40F: 3 clusters Score -1374073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1374071.750000 Penalty: 3103.664551
	Iteration 41Q: 3 clusters Score -1374072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1374071.750000 Penalty: 3103.664551
	Iteration 42F: 3 clusters Score -1374072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Entering Unmasked Estep 
Score: -1309989.875000 Penalty: 1542.336182
	Iteration 0F: 2 clusters Score -1309990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1300698.000000 Penalty: 3084.672363
	Iteration 0F: 3 clusters Score -1300698 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1303911.250000 Penalty: 3084.672363
	Iteration 1F: 3 clusters Score -1303911 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1304206.000000 Penalty: 3084.672363
	Iteration 2F: 3 clusters Score -1304206 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1304477.500000 Penalty: 3084.672363
	Iteration 3Q: 3 clusters Score -1304478 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1304764.875000 Penalty: 3084.672363
	Iteration 4Q: 3 clusters Score -1304765 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1305129.375000 Penalty: 3084.672363
	Iteration 5F: 3 clusters Score -1305129 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1305620.125000 Penalty: 3084.672363
	Iteration 6F: 3 clusters Score -1305620 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1306224.875000 Penalty: 3084.672363
	Iteration 7F: 3 clusters Score -1306225 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1306850.375000 Penalty: 3084.672363
	Iteration 8F: 3 clusters Score -1306850 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1307413.875000 Penalty: 3084.672363
	Iteration 9F: 3 clusters Score -1307414 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1307863.250000 Penalty: 3084.672363
	Iteration 10Q: 3 clusters Score -1307863 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1308159.000000 Penalty: 3084.672363
	Iteration 11Q: 3 clusters Score -1308159 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1308360.250000 Penalty: 3084.672363
	Iteration 12Q: 3 clusters Score -1308360 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1308508.750000 Penalty: 3084.672363
	Iteration 13Q: 3 clusters Score -1308509 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1308624.750000 Penalty: 3084.672363
	Iteration 14Q: 3 clusters Score -1308625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1308687.125000 Penalty: 3084.672363
	Iteration 15Q: 3 clusters Score -1308687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1308729.000000 Penalty: 3084.672363
	Iteration 16Q: 3 clusters Score -1308729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1308748.375000 Penalty: 3084.672363
	Iteration 17Q: 3 clusters Score -1308748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1308762.250000 Penalty: 3084.672363
	Iteration 18Q: 3 clusters Score -1308762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1308773.500000 Penalty: 3084.672363
	Iteration 19Q: 3 clusters Score -1308774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1308781.000000 Penalty: 3084.672363
	Iteration 20F: 3 clusters Score -1308781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1308785.875000 Penalty: 3084.672363
	Iteration 21Q: 3 clusters Score -1308786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1308789.125000 Penalty: 3084.672363
	Iteration 22Q: 3 clusters Score -1308789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1308789.625000 Penalty: 3084.672363
	Iteration 23Q: 3 clusters Score -1308790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1308788.250000 Penalty: 3084.672363
	Iteration 24Q: 3 clusters Score -1308788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1308791.750000 Penalty: 3084.672363
	Iteration 25Q: 3 clusters Score -1308792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1308791.750000 Penalty: 3084.672363
	Iteration 26Q: 3 clusters Score -1308792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1308794.375000 Penalty: 3084.672363
	Iteration 27Q: 3 clusters Score -1308794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1308797.875000 Penalty: 3084.672363
	Iteration 28Q: 3 clusters Score -1308798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1308796.125000 Penalty: 3084.672363
	Iteration 29Q: 3 clusters Score -1308796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1308796.125000 Penalty: 3084.672363
	Iteration 30F: 3 clusters Score -1308796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Entering Unmasked Estep 
Score: -2505060.500000 Penalty: 1649.431519
	Iteration 0F: 2 clusters Score -2505060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2487666.000000 Penalty: 3298.863037
	Iteration 0F: 3 clusters Score -2487666 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2494469.500000 Penalty: 3298.863037
	Iteration 1F: 3 clusters Score -2494470 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2495041.500000 Penalty: 3298.863037
	Iteration 2F: 3 clusters Score -2495042 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2495753.250000 Penalty: 3298.863037
	Iteration 3F: 3 clusters Score -2495753 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2496647.000000 Penalty: 3298.863037
	Iteration 4F: 3 clusters Score -2496647 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2497891.250000 Penalty: 3298.863037
	Iteration 5F: 3 clusters Score -2497891 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2499286.750000 Penalty: 3298.863037
	Iteration 6F: 3 clusters Score -2499287 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2500516.000000 Penalty: 3298.863037
	Iteration 7F: 3 clusters Score -2500516 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2501315.250000 Penalty: 3298.863037
	Iteration 8F: 3 clusters Score -2501315 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2501669.250000 Penalty: 3298.863037
	Iteration 9Q: 3 clusters Score -2501669 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2501847.000000 Penalty: 3298.863037
	Iteration 10Q: 3 clusters Score -2501847 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2501936.500000 Penalty: 3298.863037
	Iteration 11Q: 3 clusters Score -2501936 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2502002.750000 Penalty: 3298.863037
	Iteration 12Q: 3 clusters Score -2502003 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2502055.500000 Penalty: 3298.863037
	Iteration 13Q: 3 clusters Score -2502056 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2502094.500000 Penalty: 3298.863037
	Iteration 14Q: 3 clusters Score -2502094 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2502123.250000 Penalty: 3298.863037
	Iteration 15Q: 3 clusters Score -2502123 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2502144.500000 Penalty: 3298.863037
	Iteration 16Q: 3 clusters Score -2502144 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2502152.000000 Penalty: 3298.863037
	Iteration 17Q: 3 clusters Score -2502152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2502165.500000 Penalty: 3298.863037
	Iteration 18Q: 3 clusters Score -2502166 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2502177.500000 Penalty: 3298.863037
	Iteration 19Q: 3 clusters Score -2502178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2502181.000000 Penalty: 3298.863037
	Iteration 20F: 3 clusters Score -2502181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2502193.000000 Penalty: 3298.863037
	Iteration 21Q: 3 clusters Score -2502193 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2502208.250000 Penalty: 3298.863037
	Iteration 22Q: 3 clusters Score -2502208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2502217.750000 Penalty: 3298.863037
	Iteration 23Q: 3 clusters Score -2502218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2502228.500000 Penalty: 3298.863037
	Iteration 24Q: 3 clusters Score -2502228 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2502235.000000 Penalty: 3298.863037
	Iteration 25Q: 3 clusters Score -2502235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2502249.500000 Penalty: 3298.863037
	Iteration 26Q: 3 clusters Score -2502250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2502252.000000 Penalty: 3298.863037
	Iteration 27Q: 3 clusters Score -2502252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2502263.000000 Penalty: 3298.863037
	Iteration 28Q: 3 clusters Score -2502263 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2502284.500000 Penalty: 3298.863037
	Iteration 29Q: 3 clusters Score -2502284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2502290.750000 Penalty: 3298.863037
	Iteration 30Q: 3 clusters Score -2502291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2502296.500000 Penalty: 3298.863037
	Iteration 31Q: 3 clusters Score -2502296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2502309.250000 Penalty: 3298.863037
	Iteration 32Q: 3 clusters Score -2502309 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2502336.750000 Penalty: 3298.863037
	Iteration 33Q: 3 clusters Score -2502337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2502344.750000 Penalty: 3298.863037
	Iteration 34Q: 3 clusters Score -2502345 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2502363.750000 Penalty: 3298.863037
	Iteration 35Q: 3 clusters Score -2502364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2502370.250000 Penalty: 3298.863037
	Iteration 36Q: 3 clusters Score -2502370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2502379.750000 Penalty: 3298.863037
	Iteration 37Q: 3 clusters Score -2502380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2502393.500000 Penalty: 3298.863037
	Iteration 38Q: 3 clusters Score -2502394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2502403.500000 Penalty: 3298.863037
	Iteration 39Q: 3 clusters Score -2502404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2502423.250000 Penalty: 3298.863037
	Iteration 40F: 3 clusters Score -2502423 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2502436.500000 Penalty: 3298.863037
	Iteration 41Q: 3 clusters Score -2502436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2502479.000000 Penalty: 3298.863037
	Iteration 42Q: 3 clusters Score -2502479 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2502507.250000 Penalty: 3298.863037
	Iteration 43Q: 3 clusters Score -2502507 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2502542.750000 Penalty: 3298.863037
	Iteration 44Q: 3 clusters Score -2502543 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2502602.000000 Penalty: 3298.863037
	Iteration 45Q: 3 clusters Score -2502602 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2502657.750000 Penalty: 3298.863037
	Iteration 46Q: 3 clusters Score -2502658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2502731.000000 Penalty: 3298.863037
	Iteration 47Q: 3 clusters Score -2502731 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2502814.500000 Penalty: 3298.863037
	Iteration 48Q: 3 clusters Score -2502814 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2502901.500000 Penalty: 3298.863037
	Iteration 49Q: 3 clusters Score -2502902 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2502975.000000 Penalty: 3298.863037
	Iteration 50Q: 3 clusters Score -2502975 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2503063.500000 Penalty: 3298.863037
	Iteration 51Q: 3 clusters Score -2503064 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2503175.000000 Penalty: 3298.863037
	Iteration 52Q: 3 clusters Score -2503175 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2503301.250000 Penalty: 3298.863037
	Iteration 53Q: 3 clusters Score -2503301 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2503442.500000 Penalty: 3298.863037
	Iteration 54Q: 3 clusters Score -2503442 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2503567.500000 Penalty: 3298.863037
	Iteration 55Q: 3 clusters Score -2503568 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2503672.000000 Penalty: 3298.863037
	Iteration 56Q: 3 clusters Score -2503672 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2503744.750000 Penalty: 3298.863037
	Iteration 57Q: 3 clusters Score -2503745 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2503810.000000 Penalty: 3298.863037
	Iteration 58Q: 3 clusters Score -2503810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2503841.500000 Penalty: 3298.863037
	Iteration 59Q: 3 clusters Score -2503842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2503872.750000 Penalty: 3298.863037
	Iteration 60F: 3 clusters Score -2503873 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2503897.500000 Penalty: 3298.863037
	Iteration 61Q: 3 clusters Score -2503898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2503917.750000 Penalty: 3298.863037
	Iteration 62Q: 3 clusters Score -2503918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2503929.000000 Penalty: 3298.863037
	Iteration 63Q: 3 clusters Score -2503929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2503936.750000 Penalty: 3298.863037
	Iteration 64Q: 3 clusters Score -2503937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2503939.250000 Penalty: 3298.863037
	Iteration 65Q: 3 clusters Score -2503939 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2503957.000000 Penalty: 3298.863037
	Iteration 66Q: 3 clusters Score -2503957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2503964.500000 Penalty: 3298.863037
	Iteration 67Q: 3 clusters Score -2503964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2503962.250000 Penalty: 3298.863037
	Iteration 68Q: 3 clusters Score -2503962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2503976.000000 Penalty: 3298.863037
	Iteration 69Q: 3 clusters Score -2503976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2503966.750000 Penalty: 3298.863037
	Iteration 70Q: 3 clusters Score -2503967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2503984.500000 Penalty: 3298.863037
	Iteration 71Q: 3 clusters Score -2503984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2503985.250000 Penalty: 3298.863037
	Iteration 72Q: 3 clusters Score -2503985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2503981.750000 Penalty: 3298.863037
	Iteration 73Q: 3 clusters Score -2503982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2503988.000000 Penalty: 3298.863037
	Iteration 74Q: 3 clusters Score -2503988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2503997.250000 Penalty: 3298.863037
	Iteration 75Q: 3 clusters Score -2503997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2503997.750000 Penalty: 3298.863037
	Iteration 76Q: 3 clusters Score -2503998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2503998.750000 Penalty: 3298.863037
	Iteration 77Q: 3 clusters Score -2503999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2504000.500000 Penalty: 3298.863037
	Iteration 78Q: 3 clusters Score -2504000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2504001.750000 Penalty: 3298.863037
	Iteration 79Q: 3 clusters Score -2504002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2503998.750000 Penalty: 3298.863037
	Iteration 80F: 3 clusters Score -2503999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2504006.250000 Penalty: 3298.863037
	Iteration 81Q: 3 clusters Score -2504006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2504006.250000 Penalty: 3298.863037
	Iteration 82Q: 3 clusters Score -2504006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2504009.250000 Penalty: 3298.863037
	Iteration 83Q: 3 clusters Score -2504009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2504016.750000 Penalty: 3298.863037
	Iteration 84Q: 3 clusters Score -2504017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2504019.750000 Penalty: 3298.863037
	Iteration 85Q: 3 clusters Score -2504020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2504020.000000 Penalty: 3298.863037
	Iteration 86Q: 3 clusters Score -2504020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2504030.750000 Penalty: 3298.863037
	Iteration 87Q: 3 clusters Score -2504031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2504039.750000 Penalty: 3298.863037
	Iteration 88Q: 3 clusters Score -2504040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2504042.250000 Penalty: 3298.863037
	Iteration 89Q: 3 clusters Score -2504042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2504049.500000 Penalty: 3298.863037
	Iteration 90Q: 3 clusters Score -2504050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2504054.500000 Penalty: 3298.863037
	Iteration 91Q: 3 clusters Score -2504054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2504061.000000 Penalty: 3298.863037
	Iteration 92Q: 3 clusters Score -2504061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2504064.500000 Penalty: 3298.863037
	Iteration 93Q: 3 clusters Score -2504064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2504071.250000 Penalty: 3298.863037
	Iteration 94Q: 3 clusters Score -2504071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2504074.250000 Penalty: 3298.863037
	Iteration 95Q: 3 clusters Score -2504074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2504067.500000 Penalty: 3298.863037
	Iteration 96Q: 3 clusters Score -2504068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2504064.500000 Penalty: 3298.863037
	Iteration 97Q: 3 clusters Score -2504064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2504077.250000 Penalty: 3298.863037
	Iteration 98Q: 3 clusters Score -2504077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2504076.250000 Penalty: 3298.863037
	Iteration 99Q: 3 clusters Score -2504076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2504081.500000 Penalty: 3298.863037
	Iteration 100F: 3 clusters Score -2504082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2504095.000000 Penalty: 3298.863037
	Iteration 101Q: 3 clusters Score -2504095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2504099.250000 Penalty: 3298.863037
	Iteration 102Q: 3 clusters Score -2504099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2504101.750000 Penalty: 3298.863037
	Iteration 103Q: 3 clusters Score -2504102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2504110.750000 Penalty: 3298.863037
	Iteration 104Q: 3 clusters Score -2504111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2504110.500000 Penalty: 3298.863037
	Iteration 105Q: 3 clusters Score -2504110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2504118.750000 Penalty: 3298.863037
	Iteration 106Q: 3 clusters Score -2504119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2504120.250000 Penalty: 3298.863037
	Iteration 107Q: 3 clusters Score -2504120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2504122.750000 Penalty: 3298.863037
	Iteration 108Q: 3 clusters Score -2504123 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2504135.000000 Penalty: 3298.863037
	Iteration 109Q: 3 clusters Score -2504135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2504136.250000 Penalty: 3298.863037
	Iteration 110Q: 3 clusters Score -2504136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2504153.250000 Penalty: 3298.863037
	Iteration 111Q: 3 clusters Score -2504153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2504167.000000 Penalty: 3298.863037
	Iteration 112Q: 3 clusters Score -2504167 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2504179.000000 Penalty: 3298.863037
	Iteration 113Q: 3 clusters Score -2504179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2504189.500000 Penalty: 3298.863037
	Iteration 114Q: 3 clusters Score -2504190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2504196.750000 Penalty: 3298.863037
	Iteration 115Q: 3 clusters Score -2504197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2504197.500000 Penalty: 3298.863037
	Iteration 116Q: 3 clusters Score -2504198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2504209.750000 Penalty: 3298.863037
	Iteration 117Q: 3 clusters Score -2504210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2504207.500000 Penalty: 3298.863037
	Iteration 118Q: 3 clusters Score -2504208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2504208.250000 Penalty: 3298.863037
	Iteration 119Q: 3 clusters Score -2504208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2504212.250000 Penalty: 3298.863037
	Iteration 120F: 3 clusters Score -2504212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2504214.250000 Penalty: 3298.863037
	Iteration 121Q: 3 clusters Score -2504214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2504220.500000 Penalty: 3298.863037
	Iteration 122Q: 3 clusters Score -2504220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2504225.750000 Penalty: 3298.863037
	Iteration 123Q: 3 clusters Score -2504226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2504226.000000 Penalty: 3298.863037
	Iteration 124Q: 3 clusters Score -2504226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2504229.250000 Penalty: 3298.863037
	Iteration 125Q: 3 clusters Score -2504229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2504230.000000 Penalty: 3298.863037
	Iteration 126Q: 3 clusters Score -2504230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2504231.750000 Penalty: 3298.863037
	Iteration 127Q: 3 clusters Score -2504232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2504231.750000 Penalty: 3298.863037
	Iteration 128Q: 3 clusters Score -2504232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2504231.000000 Penalty: 3298.863037
	Iteration 129Q: 3 clusters Score -2504231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2504230.750000 Penalty: 3298.863037
	Iteration 130Q: 3 clusters Score -2504231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2504231.250000 Penalty: 3298.863037
	Iteration 131Q: 3 clusters Score -2504231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2504230.750000 Penalty: 3298.863037
	Iteration 132Q: 3 clusters Score -2504231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2504231.750000 Penalty: 3298.863037
	Iteration 133Q: 3 clusters Score -2504232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2504228.750000 Penalty: 3298.863037
	Iteration 134Q: 3 clusters Score -2504229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2504228.500000 Penalty: 3298.863037
	Iteration 135Q: 3 clusters Score -2504228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2504226.500000 Penalty: 3298.863037
	Iteration 136Q: 3 clusters Score -2504226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2504228.250000 Penalty: 3298.863037
	Iteration 137Q: 3 clusters Score -2504228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2504226.750000 Penalty: 3298.863037
	Iteration 138Q: 3 clusters Score -2504227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2504223.250000 Penalty: 3298.863037
	Iteration 139Q: 3 clusters Score -2504223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2504223.500000 Penalty: 3298.863037
	Iteration 140F: 3 clusters Score -2504224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2504229.250000 Penalty: 3298.863037
	Iteration 141Q: 3 clusters Score -2504229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2504229.250000 Penalty: 3298.863037
	Iteration 142F: 3 clusters Score -2504229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Entering Unmasked Estep 
Score: -2572190.250000 Penalty: 1654.394897
	Iteration 0F: 2 clusters Score -2572190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2554455.750000 Penalty: 3308.789795
	Iteration 0F: 3 clusters Score -2554456 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2561073.500000 Penalty: 3308.789795
	Iteration 1F: 3 clusters Score -2561074 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2561455.250000 Penalty: 3308.789795
	Iteration 2Q: 3 clusters Score -2561455 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2561859.000000 Penalty: 3308.789795
	Iteration 3Q: 3 clusters Score -2561859 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2562333.750000 Penalty: 3308.789795
	Iteration 4Q: 3 clusters Score -2562334 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2562932.500000 Penalty: 3308.789795
	Iteration 5Q: 3 clusters Score -2562932 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2563724.750000 Penalty: 3308.789795
	Iteration 6F: 3 clusters Score -2563725 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2564662.000000 Penalty: 3308.789795
	Iteration 7F: 3 clusters Score -2564662 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2565763.750000 Penalty: 3308.789795
	Iteration 8F: 3 clusters Score -2565764 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2566786.000000 Penalty: 3308.789795
	Iteration 9F: 3 clusters Score -2566786 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2567491.250000 Penalty: 3308.789795
	Iteration 10Q: 3 clusters Score -2567491 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2567881.000000 Penalty: 3308.789795
	Iteration 11Q: 3 clusters Score -2567881 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2568178.250000 Penalty: 3308.789795
	Iteration 12Q: 3 clusters Score -2568178 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2568392.000000 Penalty: 3308.789795
	Iteration 13Q: 3 clusters Score -2568392 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2568617.250000 Penalty: 3308.789795
	Iteration 14Q: 3 clusters Score -2568617 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2568811.000000 Penalty: 3308.789795
	Iteration 15Q: 3 clusters Score -2568811 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2568954.250000 Penalty: 3308.789795
	Iteration 16Q: 3 clusters Score -2568954 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2569077.250000 Penalty: 3308.789795
	Iteration 17Q: 3 clusters Score -2569077 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2569203.250000 Penalty: 3308.789795
	Iteration 18Q: 3 clusters Score -2569203 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2569323.750000 Penalty: 3308.789795
	Iteration 19Q: 3 clusters Score -2569324 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2569424.000000 Penalty: 3308.789795
	Iteration 20F: 3 clusters Score -2569424 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2569490.750000 Penalty: 3308.789795
	Iteration 21Q: 3 clusters Score -2569491 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2569567.750000 Penalty: 3308.789795
	Iteration 22Q: 3 clusters Score -2569568 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2569642.000000 Penalty: 3308.789795
	Iteration 23Q: 3 clusters Score -2569642 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2569715.000000 Penalty: 3308.789795
	Iteration 24Q: 3 clusters Score -2569715 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2569824.250000 Penalty: 3308.789795
	Iteration 25Q: 3 clusters Score -2569824 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2569918.250000 Penalty: 3308.789795
	Iteration 26Q: 3 clusters Score -2569918 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2570014.500000 Penalty: 3308.789795
	Iteration 27Q: 3 clusters Score -2570014 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2570090.250000 Penalty: 3308.789795
	Iteration 28Q: 3 clusters Score -2570090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2570153.750000 Penalty: 3308.789795
	Iteration 29Q: 3 clusters Score -2570154 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2570209.250000 Penalty: 3308.789795
	Iteration 30Q: 3 clusters Score -2570209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2570269.250000 Penalty: 3308.789795
	Iteration 31Q: 3 clusters Score -2570269 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2570320.500000 Penalty: 3308.789795
	Iteration 32Q: 3 clusters Score -2570320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2570378.250000 Penalty: 3308.789795
	Iteration 33Q: 3 clusters Score -2570378 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2570427.000000 Penalty: 3308.789795
	Iteration 34Q: 3 clusters Score -2570427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2570466.000000 Penalty: 3308.789795
	Iteration 35Q: 3 clusters Score -2570466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2570497.750000 Penalty: 3308.789795
	Iteration 36Q: 3 clusters Score -2570498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2570528.250000 Penalty: 3308.789795
	Iteration 37Q: 3 clusters Score -2570528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2570542.250000 Penalty: 3308.789795
	Iteration 38Q: 3 clusters Score -2570542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2570572.000000 Penalty: 3308.789795
	Iteration 39Q: 3 clusters Score -2570572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2570595.000000 Penalty: 3308.789795
	Iteration 40F: 3 clusters Score -2570595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2570612.750000 Penalty: 3308.789795
	Iteration 41Q: 3 clusters Score -2570613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2570640.250000 Penalty: 3308.789795
	Iteration 42Q: 3 clusters Score -2570640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2570658.250000 Penalty: 3308.789795
	Iteration 43Q: 3 clusters Score -2570658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2570675.750000 Penalty: 3308.789795
	Iteration 44Q: 3 clusters Score -2570676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2570694.000000 Penalty: 3308.789795
	Iteration 45Q: 3 clusters Score -2570694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2570710.250000 Penalty: 3308.789795
	Iteration 46Q: 3 clusters Score -2570710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2570717.750000 Penalty: 3308.789795
	Iteration 47Q: 3 clusters Score -2570718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2570728.500000 Penalty: 3308.789795
	Iteration 48Q: 3 clusters Score -2570728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2570729.250000 Penalty: 3308.789795
	Iteration 49Q: 3 clusters Score -2570729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2570735.750000 Penalty: 3308.789795
	Iteration 50Q: 3 clusters Score -2570736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2570734.750000 Penalty: 3308.789795
	Iteration 51Q: 3 clusters Score -2570735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2570737.000000 Penalty: 3308.789795
	Iteration 52Q: 3 clusters Score -2570737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2570737.500000 Penalty: 3308.789795
	Iteration 53Q: 3 clusters Score -2570738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2570740.750000 Penalty: 3308.789795
	Iteration 54Q: 3 clusters Score -2570741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2570741.500000 Penalty: 3308.789795
	Iteration 55Q: 3 clusters Score -2570742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2570741.500000 Penalty: 3308.789795
	Iteration 56Q: 3 clusters Score -2570742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2570747.000000 Penalty: 3308.789795
	Iteration 57Q: 3 clusters Score -2570747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2570745.500000 Penalty: 3308.789795
	Iteration 58Q: 3 clusters Score -2570746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2570743.500000 Penalty: 3308.789795
	Iteration 59Q: 3 clusters Score -2570744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2570745.500000 Penalty: 3308.789795
	Iteration 60F: 3 clusters Score -2570746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2570744.000000 Penalty: 3308.789795
	Iteration 61Q: 3 clusters Score -2570744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2570745.750000 Penalty: 3308.789795
	Iteration 62Q: 3 clusters Score -2570746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2570747.750000 Penalty: 3308.789795
	Iteration 63Q: 3 clusters Score -2570748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2570750.500000 Penalty: 3308.789795
	Iteration 64Q: 3 clusters Score -2570750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2570751.000000 Penalty: 3308.789795
	Iteration 65Q: 3 clusters Score -2570751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2570749.250000 Penalty: 3308.789795
	Iteration 66Q: 3 clusters Score -2570749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2570748.250000 Penalty: 3308.789795
	Iteration 67Q: 3 clusters Score -2570748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2570748.250000 Penalty: 3308.789795
	Iteration 68F: 3 clusters Score -2570748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Entering Unmasked Estep 
Score: -2108292.750000 Penalty: 1615.893066
	Iteration 0F: 2 clusters Score -2108293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2094103.625000 Penalty: 3231.786133
	Iteration 0F: 3 clusters Score -2094104 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2099328.000000 Penalty: 3231.786133
	Iteration 1F: 3 clusters Score -2099328 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2099853.000000 Penalty: 3231.786133
	Iteration 2F: 3 clusters Score -2099853 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2100392.750000 Penalty: 3231.786133
	Iteration 3F: 3 clusters Score -2100393 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2100937.000000 Penalty: 3231.786133
	Iteration 4F: 3 clusters Score -2100937 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2101591.000000 Penalty: 3231.786133
	Iteration 5F: 3 clusters Score -2101591 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2102345.250000 Penalty: 3231.786133
	Iteration 6F: 3 clusters Score -2102345 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2103288.250000 Penalty: 3231.786133
	Iteration 7F: 3 clusters Score -2103288 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2104416.750000 Penalty: 3231.786133
	Iteration 8F: 3 clusters Score -2104417 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2105494.250000 Penalty: 3231.786133
	Iteration 9F: 3 clusters Score -2105494 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2106343.000000 Penalty: 3231.786133
	Iteration 10F: 3 clusters Score -2106343 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2106919.000000 Penalty: 3231.786133
	Iteration 11Q: 3 clusters Score -2106919 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2107252.500000 Penalty: 3231.786133
	Iteration 12Q: 3 clusters Score -2107252 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2107470.500000 Penalty: 3231.786133
	Iteration 13Q: 3 clusters Score -2107470 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2107611.250000 Penalty: 3231.786133
	Iteration 14Q: 3 clusters Score -2107611 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2107692.000000 Penalty: 3231.786133
	Iteration 15Q: 3 clusters Score -2107692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2107722.250000 Penalty: 3231.786133
	Iteration 16Q: 3 clusters Score -2107722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2107748.750000 Penalty: 3231.786133
	Iteration 17Q: 3 clusters Score -2107749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2107771.250000 Penalty: 3231.786133
	Iteration 18Q: 3 clusters Score -2107771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2107784.750000 Penalty: 3231.786133
	Iteration 19Q: 3 clusters Score -2107785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2107789.500000 Penalty: 3231.786133
	Iteration 20F: 3 clusters Score -2107790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2107795.250000 Penalty: 3231.786133
	Iteration 21Q: 3 clusters Score -2107795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2107791.250000 Penalty: 3231.786133
	Iteration 22Q: 3 clusters Score -2107791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2107795.250000 Penalty: 3231.786133
	Iteration 23Q: 3 clusters Score -2107795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2107798.750000 Penalty: 3231.786133
	Iteration 24Q: 3 clusters Score -2107799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2107801.500000 Penalty: 3231.786133
	Iteration 25Q: 3 clusters Score -2107802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2107810.000000 Penalty: 3231.786133
	Iteration 26Q: 3 clusters Score -2107810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2107808.000000 Penalty: 3231.786133
	Iteration 27Q: 3 clusters Score -2107808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2107810.500000 Penalty: 3231.786133
	Iteration 28Q: 3 clusters Score -2107810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2107812.000000 Penalty: 3231.786133
	Iteration 29Q: 3 clusters Score -2107812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2107811.500000 Penalty: 3231.786133
	Iteration 30Q: 3 clusters Score -2107812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2107812.000000 Penalty: 3231.786133
	Iteration 31Q: 3 clusters Score -2107812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2107813.500000 Penalty: 3231.786133
	Iteration 32Q: 3 clusters Score -2107814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2107816.250000 Penalty: 3231.786133
	Iteration 33Q: 3 clusters Score -2107816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2107816.000000 Penalty: 3231.786133
	Iteration 34Q: 3 clusters Score -2107816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2107816.000000 Penalty: 3231.786133
	Iteration 35F: 3 clusters Score -2107816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -330602.656250 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -330602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -327704.906250 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -327704.9 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -328498.687500 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -328498.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -328641.093750 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -328641.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -328744.843750 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -328744.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328821.531250 Penalty: 2634.617432
	Iteration 4Q: 3 clusters Score -328821.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -328884.843750 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -328884.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -328932.937500 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -328932.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -328976.093750 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -328976.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -329021.031250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -329021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -329065.687500 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -329065.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -329100.656250 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -329100.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -329123.343750 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -329123.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -329145.375000 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -329145.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -329166.968750 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -329167 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -329184.593750 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -329184.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -329201.000000 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -329201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -329212.312500 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -329212.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -329225.125000 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -329225.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -329236.687500 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -329236.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -329247.406250 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -329247.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -329256.718750 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -329256.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -329269.625000 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -329269.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -329282.937500 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -329282.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -329294.812500 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -329294.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -329310.718750 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -329310.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -329329.687500 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -329329.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -329355.531250 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -329355.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -329382.656250 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -329382.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -329405.156250 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -329405.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -329425.187500 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -329425.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -329437.406250 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -329437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -329444.500000 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -329444.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -329453.468750 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -329453.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -329460.437500 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -329460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -329464.468750 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -329464.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -329473.062500 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -329473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -329476.843750 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -329476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -329479.031250 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -329479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -329481.687500 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -329481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -329484.312500 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -329484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -329493.656250 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -329493.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -329508.281250 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -329508.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -329525.062500 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -329525.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -329535.437500 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -329535.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -329544.781250 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -329544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -329555.250000 Penalty: 2634.617432
	Iteration 45Q: 3 clusters Score -329555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -329559.656250 Penalty: 2634.617432
	Iteration 46Q: 3 clusters Score -329559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -329563.062500 Penalty: 2634.617432
	Iteration 47Q: 3 clusters Score -329563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -329567.000000 Penalty: 2634.617432
	Iteration 48Q: 3 clusters Score -329567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -329568.437500 Penalty: 2634.617432
	Iteration 49Q: 3 clusters Score -329568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -329568.718750 Penalty: 2634.617432
	Iteration 50Q: 3 clusters Score -329568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -329568.718750 Penalty: 2634.617432
	Iteration 51F: 3 clusters Score -329568.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -154767.296875 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -154767.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152836.218750 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -152836.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -153481.203125 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -153481.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -153755.484375 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -153755.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -153963.171875 Penalty: 2446.707764
	Iteration 3F: 3 clusters Score -153963.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -154127.078125 Penalty: 2446.707764
	Iteration 4F: 3 clusters Score -154127.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -154241.109375 Penalty: 2446.707764
	Iteration 5Q: 3 clusters Score -154241.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -154324.968750 Penalty: 2446.707764
	Iteration 6Q: 3 clusters Score -154325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -154384.750000 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -154384.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -154463.031250 Penalty: 2446.707764
	Iteration 8Q: 3 clusters Score -154463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -154532.953125 Penalty: 2446.707764
	Iteration 9Q: 3 clusters Score -154533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -154604.859375 Penalty: 2446.707764
	Iteration 10Q: 3 clusters Score -154604.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -154641.765625 Penalty: 2446.707764
	Iteration 11Q: 3 clusters Score -154641.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -154679.687500 Penalty: 2446.707764
	Iteration 12Q: 3 clusters Score -154679.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -154707.140625 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -154707.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -154734.343750 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -154734.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -154744.765625 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -154744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -154751.546875 Penalty: 2446.707764
	Iteration 16Q: 3 clusters Score -154751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -154760.468750 Penalty: 2446.707764
	Iteration 17Q: 3 clusters Score -154760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -154764.718750 Penalty: 2446.707764
	Iteration 18Q: 3 clusters Score -154764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -154767.968750 Penalty: 2446.707764
	Iteration 19Q: 3 clusters Score -154768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -154770.406250 Penalty: 2446.707764
	Iteration 20F: 3 clusters Score -154770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -154773.421875 Penalty: 2446.707764
	Iteration 21Q: 3 clusters Score -154773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -154773.859375 Penalty: 2446.707764
	Iteration 22Q: 3 clusters Score -154773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -154773.859375 Penalty: 2446.707764
	Iteration 23F: 3 clusters Score -154773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26394 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101262 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45592 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Mstep: Class 26 contains 1534 members 
Entering Unmasked Estep 
Score: -52407440.000000 Penalty: 55808.535156
Splitting cluster 11 changes total score from -52408404.000000 to -52407440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -433133.593750 Penalty: 1367.966675
	Iteration 0F: 2 clusters Score -433133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -429421.875000 Penalty: 2735.933350
	Iteration 0F: 3 clusters Score -429421.9 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -430404.562500 Penalty: 2735.933350
	Iteration 1F: 3 clusters Score -430404.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -430609.031250 Penalty: 2735.933350
	Iteration 2F: 3 clusters Score -430609 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -430745.062500 Penalty: 2735.933350
	Iteration 3F: 3 clusters Score -430745.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -430845.125000 Penalty: 2735.933350
	Iteration 4Q: 3 clusters Score -430845.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -430931.468750 Penalty: 2735.933350
	Iteration 5Q: 3 clusters Score -430931.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -431006.125000 Penalty: 2735.933350
	Iteration 6Q: 3 clusters Score -431006.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -431084.968750 Penalty: 2735.933350
	Iteration 7Q: 3 clusters Score -431085 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -431153.718750 Penalty: 2735.933350
	Iteration 8Q: 3 clusters Score -431153.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -431219.000000 Penalty: 2735.933350
	Iteration 9Q: 3 clusters Score -431219 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -431271.062500 Penalty: 2735.933350
	Iteration 10Q: 3 clusters Score -431271.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -431328.937500 Penalty: 2735.933350
	Iteration 11Q: 3 clusters Score -431328.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -431379.187500 Penalty: 2735.933350
	Iteration 12Q: 3 clusters Score -431379.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -431443.750000 Penalty: 2735.933350
	Iteration 13Q: 3 clusters Score -431443.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -431506.937500 Penalty: 2735.933350
	Iteration 14Q: 3 clusters Score -431506.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -431561.218750 Penalty: 2735.933350
	Iteration 15Q: 3 clusters Score -431561.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -431618.593750 Penalty: 2735.933350
	Iteration 16Q: 3 clusters Score -431618.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -431675.625000 Penalty: 2735.933350
	Iteration 17Q: 3 clusters Score -431675.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -431729.531250 Penalty: 2735.933350
	Iteration 18Q: 3 clusters Score -431729.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -431783.312500 Penalty: 2735.933350
	Iteration 19Q: 3 clusters Score -431783.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -431814.875000 Penalty: 2735.933350
	Iteration 20F: 3 clusters Score -431814.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -431841.750000 Penalty: 2735.933350
	Iteration 21Q: 3 clusters Score -431841.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -431870.343750 Penalty: 2735.933350
	Iteration 22Q: 3 clusters Score -431870.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -431890.343750 Penalty: 2735.933350
	Iteration 23Q: 3 clusters Score -431890.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -431907.968750 Penalty: 2735.933350
	Iteration 24Q: 3 clusters Score -431908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -431921.500000 Penalty: 2735.933350
	Iteration 25Q: 3 clusters Score -431921.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -431934.312500 Penalty: 2735.933350
	Iteration 26Q: 3 clusters Score -431934.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -431949.156250 Penalty: 2735.933350
	Iteration 27Q: 3 clusters Score -431949.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -431959.593750 Penalty: 2735.933350
	Iteration 28Q: 3 clusters Score -431959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -431967.281250 Penalty: 2735.933350
	Iteration 29Q: 3 clusters Score -431967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -431973.437500 Penalty: 2735.933350
	Iteration 30Q: 3 clusters Score -431973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -431981.156250 Penalty: 2735.933350
	Iteration 31Q: 3 clusters Score -431981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -431985.750000 Penalty: 2735.933350
	Iteration 32Q: 3 clusters Score -431985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -431989.937500 Penalty: 2735.933350
	Iteration 33Q: 3 clusters Score -431989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -431992.531250 Penalty: 2735.933350
	Iteration 34Q: 3 clusters Score -431992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -431993.812500 Penalty: 2735.933350
	Iteration 35Q: 3 clusters Score -431993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -431993.812500 Penalty: 2735.933350
	Iteration 36F: 3 clusters Score -431993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101262 members 
Entering Unmasked Estep 
Score: -10057346.000000 Penalty: 1872.888428
	Iteration 0F: 2 clusters Score -1.005735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -9990061.000000 Penalty: 3745.776855
	Iteration 0F: 3 clusters Score -9990061 nChanged 48462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -10017698.000000 Penalty: 3745.776855
	Iteration 1F: 3 clusters Score -1.00177e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -10018451.000000 Penalty: 3745.776855
	Iteration 2Q: 3 clusters Score -1.001845e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -10019165.000000 Penalty: 3745.776855
	Iteration 3Q: 3 clusters Score -1.001916e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -10020238.000000 Penalty: 3745.776855
	Iteration 4Q: 3 clusters Score -1.002024e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -10021686.000000 Penalty: 3745.776855
	Iteration 5Q: 3 clusters Score -1.002169e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -10023924.000000 Penalty: 3745.776855
	Iteration 6Q: 3 clusters Score -1.002392e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -10027101.000000 Penalty: 3745.776855
	Iteration 7F: 3 clusters Score -1.00271e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -10031283.000000 Penalty: 3745.776855
	Iteration 8F: 3 clusters Score -1.003128e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -10036227.000000 Penalty: 3745.776855
	Iteration 9F: 3 clusters Score -1.003623e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -10040498.000000 Penalty: 3745.776855
	Iteration 10F: 3 clusters Score -1.00405e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -10043488.000000 Penalty: 3745.776855
	Iteration 11Q: 3 clusters Score -1.004349e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -10045162.000000 Penalty: 3745.776855
	Iteration 12Q: 3 clusters Score -1.004516e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -10046538.000000 Penalty: 3745.776855
	Iteration 13Q: 3 clusters Score -1.004654e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -10047680.000000 Penalty: 3745.776855
	Iteration 14Q: 3 clusters Score -1.004768e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -10048915.000000 Penalty: 3745.776855
	Iteration 15Q: 3 clusters Score -1.004892e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -10050112.000000 Penalty: 3745.776855
	Iteration 16Q: 3 clusters Score -1.005011e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -10051208.000000 Penalty: 3745.776855
	Iteration 17Q: 3 clusters Score -1.005121e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -10052181.000000 Penalty: 3745.776855
	Iteration 18Q: 3 clusters Score -1.005218e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -10053056.000000 Penalty: 3745.776855
	Iteration 19Q: 3 clusters Score -1.005306e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 97671 members 
Entering Unmasked Estep 
Score: -10053788.000000 Penalty: 3745.776855
	Iteration 20F: 3 clusters Score -1.005379e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -10054282.000000 Penalty: 3745.776855
	Iteration 21Q: 3 clusters Score -1.005428e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -10054684.000000 Penalty: 3745.776855
	Iteration 22Q: 3 clusters Score -1.005468e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -10054989.000000 Penalty: 3745.776855
	Iteration 23Q: 3 clusters Score -1.005499e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -10055191.000000 Penalty: 3745.776855
	Iteration 24Q: 3 clusters Score -1.005519e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -10055340.000000 Penalty: 3745.776855
	Iteration 25Q: 3 clusters Score -1.005534e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -10055446.000000 Penalty: 3745.776855
	Iteration 26Q: 3 clusters Score -1.005545e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -10055501.000000 Penalty: 3745.776855
	Iteration 27Q: 3 clusters Score -1.00555e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -10055557.000000 Penalty: 3745.776855
	Iteration 28Q: 3 clusters Score -1.005556e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 100640 members 
Entering Unmasked Estep 
Score: -10055618.000000 Penalty: 3745.776855
	Iteration 29Q: 3 clusters Score -1.005562e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -10055659.000000 Penalty: 3745.776855
	Iteration 30Q: 3 clusters Score -1.005566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 100738 members 
Entering Unmasked Estep 
Score: -10055700.000000 Penalty: 3745.776855
	Iteration 31Q: 3 clusters Score -1.00557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -10055720.000000 Penalty: 3745.776855
	Iteration 32Q: 3 clusters Score -1.005572e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -10055732.000000 Penalty: 3745.776855
	Iteration 33Q: 3 clusters Score -1.005573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -10055746.000000 Penalty: 3745.776855
	Iteration 34Q: 3 clusters Score -1.005575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 100806 members 
Entering Unmasked Estep 
Score: -10055751.000000 Penalty: 3745.776855
	Iteration 35Q: 3 clusters Score -1.005575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -10055748.000000 Penalty: 3745.776855
	Iteration 36Q: 3 clusters Score -1.005575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 100816 members 
Entering Unmasked Estep 
Score: -10055754.000000 Penalty: 3745.776855
	Iteration 37Q: 3 clusters Score -1.005575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -10055756.000000 Penalty: 3745.776855
	Iteration 38Q: 3 clusters Score -1.005576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 100818 members 
Entering Unmasked Estep 
Score: -10055756.000000 Penalty: 3745.776855
	Iteration 39F: 3 clusters Score -1.005576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Entering Unmasked Estep 
Score: -2667511.750000 Penalty: 1659.008057
	Iteration 0F: 2 clusters Score -2667512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2649126.000000 Penalty: 3318.016113
	Iteration 0F: 3 clusters Score -2649126 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2656100.500000 Penalty: 3318.016113
	Iteration 1F: 3 clusters Score -2656100 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2656588.250000 Penalty: 3318.016113
	Iteration 2Q: 3 clusters Score -2656588 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2657277.750000 Penalty: 3318.016113
	Iteration 3F: 3 clusters Score -2657278 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2658266.750000 Penalty: 3318.016113
	Iteration 4F: 3 clusters Score -2658267 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2659694.500000 Penalty: 3318.016113
	Iteration 5F: 3 clusters Score -2659694 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2661518.750000 Penalty: 3318.016113
	Iteration 6F: 3 clusters Score -2661519 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2663339.500000 Penalty: 3318.016113
	Iteration 7F: 3 clusters Score -2663340 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2664639.250000 Penalty: 3318.016113
	Iteration 8F: 3 clusters Score -2664639 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2665437.750000 Penalty: 3318.016113
	Iteration 9Q: 3 clusters Score -2665438 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2665880.500000 Penalty: 3318.016113
	Iteration 10Q: 3 clusters Score -2665880 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2666098.000000 Penalty: 3318.016113
	Iteration 11Q: 3 clusters Score -2666098 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2666203.750000 Penalty: 3318.016113
	Iteration 12Q: 3 clusters Score -2666204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2666275.250000 Penalty: 3318.016113
	Iteration 13Q: 3 clusters Score -2666275 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2666317.000000 Penalty: 3318.016113
	Iteration 14Q: 3 clusters Score -2666317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2666337.000000 Penalty: 3318.016113
	Iteration 15Q: 3 clusters Score -2666337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2666351.000000 Penalty: 3318.016113
	Iteration 16Q: 3 clusters Score -2666351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2666358.500000 Penalty: 3318.016113
	Iteration 17Q: 3 clusters Score -2666358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2666360.000000 Penalty: 3318.016113
	Iteration 18Q: 3 clusters Score -2666360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2666366.750000 Penalty: 3318.016113
	Iteration 19Q: 3 clusters Score -2666367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2666374.750000 Penalty: 3318.016113
	Iteration 20F: 3 clusters Score -2666375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2666378.750000 Penalty: 3318.016113
	Iteration 21Q: 3 clusters Score -2666379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2666381.500000 Penalty: 3318.016113
	Iteration 22Q: 3 clusters Score -2666382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2666380.750000 Penalty: 3318.016113
	Iteration 23Q: 3 clusters Score -2666381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2666381.750000 Penalty: 3318.016113
	Iteration 24Q: 3 clusters Score -2666382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2666385.750000 Penalty: 3318.016113
	Iteration 25Q: 3 clusters Score -2666386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2666389.250000 Penalty: 3318.016113
	Iteration 26Q: 3 clusters Score -2666389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2666388.250000 Penalty: 3318.016113
	Iteration 27Q: 3 clusters Score -2666388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2666387.500000 Penalty: 3318.016113
	Iteration 28Q: 3 clusters Score -2666388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2666391.250000 Penalty: 3318.016113
	Iteration 29Q: 3 clusters Score -2666391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2666393.750000 Penalty: 3318.016113
	Iteration 30Q: 3 clusters Score -2666394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2666393.750000 Penalty: 3318.016113
	Iteration 31F: 3 clusters Score -2666394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Entering Unmasked Estep 
Score: -638207.687500 Penalty: 1429.331299
	Iteration 0F: 2 clusters Score -638207.7 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 3230 members 
Entering Unmasked Estep 
Score: -633207.062500 Penalty: 2858.662598
	Iteration 0F: 3 clusters Score -633207.1 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -634971.375000 Penalty: 2858.662598
	Iteration 1F: 3 clusters Score -634971.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -635401.875000 Penalty: 2858.662598
	Iteration 2F: 3 clusters Score -635401.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -635840.750000 Penalty: 2858.662598
	Iteration 3F: 3 clusters Score -635840.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -636236.500000 Penalty: 2858.662598
	Iteration 4F: 3 clusters Score -636236.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -636530.312500 Penalty: 2858.662598
	Iteration 5F: 3 clusters Score -636530.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -636768.875000 Penalty: 2858.662598
	Iteration 6Q: 3 clusters Score -636768.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -636945.875000 Penalty: 2858.662598
	Iteration 7Q: 3 clusters Score -636945.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -637057.875000 Penalty: 2858.662598
	Iteration 8Q: 3 clusters Score -637057.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -637138.000000 Penalty: 2858.662598
	Iteration 9Q: 3 clusters Score -637138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -637185.187500 Penalty: 2858.662598
	Iteration 10Q: 3 clusters Score -637185.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -637222.812500 Penalty: 2858.662598
	Iteration 11Q: 3 clusters Score -637222.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -637248.875000 Penalty: 2858.662598
	Iteration 12Q: 3 clusters Score -637248.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -637266.625000 Penalty: 2858.662598
	Iteration 13Q: 3 clusters Score -637266.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -637276.187500 Penalty: 2858.662598
	Iteration 14Q: 3 clusters Score -637276.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -637282.437500 Penalty: 2858.662598
	Iteration 15Q: 3 clusters Score -637282.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -637286.250000 Penalty: 2858.662598
	Iteration 16Q: 3 clusters Score -637286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -637287.812500 Penalty: 2858.662598
	Iteration 17Q: 3 clusters Score -637287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -637288.812500 Penalty: 2858.662598
	Iteration 18Q: 3 clusters Score -637288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -637287.812500 Penalty: 2858.662598
	Iteration 19Q: 3 clusters Score -637287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -637290.500000 Penalty: 2858.662598
	Iteration 20F: 3 clusters Score -637290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -637291.062500 Penalty: 2858.662598
	Iteration 21Q: 3 clusters Score -637291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -637292.375000 Penalty: 2858.662598
	Iteration 22Q: 3 clusters Score -637292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -637291.187500 Penalty: 2858.662598
	Iteration 23Q: 3 clusters Score -637291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -637291.187500 Penalty: 2858.662598
	Iteration 24F: 3 clusters Score -637291.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Entering Unmasked Estep 
Score: -4536684.500000 Penalty: 1743.216675
	Iteration 0F: 2 clusters Score -4536684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4506166.500000 Penalty: 3486.433350
	Iteration 0F: 3 clusters Score -4506166 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -4518261.500000 Penalty: 3486.433350
	Iteration 1F: 3 clusters Score -4518262 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4518765.500000 Penalty: 3486.433350
	Iteration 2Q: 3 clusters Score -4518766 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4519292.000000 Penalty: 3486.433350
	Iteration 3Q: 3 clusters Score -4519292 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -4519933.000000 Penalty: 3486.433350
	Iteration 4Q: 3 clusters Score -4519933 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4520750.500000 Penalty: 3486.433350
	Iteration 5Q: 3 clusters Score -4520750 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4521791.000000 Penalty: 3486.433350
	Iteration 6Q: 3 clusters Score -4521791 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4523230.000000 Penalty: 3486.433350
	Iteration 7F: 3 clusters Score -4523230 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4525128.000000 Penalty: 3486.433350
	Iteration 8F: 3 clusters Score -4525128 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4527126.500000 Penalty: 3486.433350
	Iteration 9F: 3 clusters Score -4527126 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -4529280.500000 Penalty: 3486.433350
	Iteration 10F: 3 clusters Score -4529280 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -4531108.500000 Penalty: 3486.433350
	Iteration 11Q: 3 clusters Score -4531108 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -4532588.500000 Penalty: 3486.433350
	Iteration 12Q: 3 clusters Score -4532588 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -4533573.000000 Penalty: 3486.433350
	Iteration 13Q: 3 clusters Score -4533573 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -4534241.000000 Penalty: 3486.433350
	Iteration 14Q: 3 clusters Score -4534241 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -4534688.000000 Penalty: 3486.433350
	Iteration 15Q: 3 clusters Score -4534688 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -4534957.500000 Penalty: 3486.433350
	Iteration 16Q: 3 clusters Score -4534958 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -4535099.000000 Penalty: 3486.433350
	Iteration 17Q: 3 clusters Score -4535099 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -4535184.500000 Penalty: 3486.433350
	Iteration 18Q: 3 clusters Score -4535184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -4535248.500000 Penalty: 3486.433350
	Iteration 19Q: 3 clusters Score -4535248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -4535288.500000 Penalty: 3486.433350
	Iteration 20F: 3 clusters Score -4535288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -4535320.000000 Penalty: 3486.433350
	Iteration 21Q: 3 clusters Score -4535320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -4535344.500000 Penalty: 3486.433350
	Iteration 22Q: 3 clusters Score -4535344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -4535361.000000 Penalty: 3486.433350
	Iteration 23Q: 3 clusters Score -4535361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -4535373.000000 Penalty: 3486.433350
	Iteration 24Q: 3 clusters Score -4535373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -4535387.500000 Penalty: 3486.433350
	Iteration 25Q: 3 clusters Score -4535388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -4535399.500000 Penalty: 3486.433350
	Iteration 26Q: 3 clusters Score -4535400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -4535414.000000 Penalty: 3486.433350
	Iteration 27Q: 3 clusters Score -4535414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -4535423.000000 Penalty: 3486.433350
	Iteration 28Q: 3 clusters Score -4535423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -4535433.500000 Penalty: 3486.433350
	Iteration 29Q: 3 clusters Score -4535434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -4535429.500000 Penalty: 3486.433350
	Iteration 30Q: 3 clusters Score -4535430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -4535431.000000 Penalty: 3486.433350
	Iteration 31Q: 3 clusters Score -4535431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -4535432.000000 Penalty: 3486.433350
	Iteration 32Q: 3 clusters Score -4535432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -4535432.000000 Penalty: 3486.433350
	Iteration 33F: 3 clusters Score -4535432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Entering Unmasked Estep 
Score: -1117012.750000 Penalty: 1531.386841
	Iteration 0F: 2 clusters Score -1117013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1108357.125000 Penalty: 3062.773682
	Iteration 0F: 3 clusters Score -1108357 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1111323.500000 Penalty: 3062.773682
	Iteration 1F: 3 clusters Score -1111324 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1111760.250000 Penalty: 3062.773682
	Iteration 2F: 3 clusters Score -1111760 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1112186.875000 Penalty: 3062.773682
	Iteration 3F: 3 clusters Score -1112187 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1112571.375000 Penalty: 3062.773682
	Iteration 4F: 3 clusters Score -1112571 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1112972.250000 Penalty: 3062.773682
	Iteration 5F: 3 clusters Score -1112972 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1113346.500000 Penalty: 3062.773682
	Iteration 6F: 3 clusters Score -1113346 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1113714.375000 Penalty: 3062.773682
	Iteration 7Q: 3 clusters Score -1113714 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1114013.875000 Penalty: 3062.773682
	Iteration 8Q: 3 clusters Score -1114014 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1114243.125000 Penalty: 3062.773682
	Iteration 9Q: 3 clusters Score -1114243 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1114405.250000 Penalty: 3062.773682
	Iteration 10Q: 3 clusters Score -1114405 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1114524.250000 Penalty: 3062.773682
	Iteration 11Q: 3 clusters Score -1114524 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1114601.625000 Penalty: 3062.773682
	Iteration 12Q: 3 clusters Score -1114602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1114653.375000 Penalty: 3062.773682
	Iteration 13Q: 3 clusters Score -1114653 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1114683.750000 Penalty: 3062.773682
	Iteration 14Q: 3 clusters Score -1114684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1114713.875000 Penalty: 3062.773682
	Iteration 15Q: 3 clusters Score -1114714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1114744.125000 Penalty: 3062.773682
	Iteration 16Q: 3 clusters Score -1114744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1114770.125000 Penalty: 3062.773682
	Iteration 17Q: 3 clusters Score -1114770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1114796.875000 Penalty: 3062.773682
	Iteration 18Q: 3 clusters Score -1114797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1114818.250000 Penalty: 3062.773682
	Iteration 19Q: 3 clusters Score -1114818 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1114843.250000 Penalty: 3062.773682
	Iteration 20F: 3 clusters Score -1114843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1114870.250000 Penalty: 3062.773682
	Iteration 21Q: 3 clusters Score -1114870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1114893.375000 Penalty: 3062.773682
	Iteration 22Q: 3 clusters Score -1114893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1114910.375000 Penalty: 3062.773682
	Iteration 23Q: 3 clusters Score -1114910 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1114930.250000 Penalty: 3062.773682
	Iteration 24Q: 3 clusters Score -1114930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1114939.500000 Penalty: 3062.773682
	Iteration 25Q: 3 clusters Score -1114940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1114952.000000 Penalty: 3062.773682
	Iteration 26Q: 3 clusters Score -1114952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1114962.125000 Penalty: 3062.773682
	Iteration 27Q: 3 clusters Score -1114962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1114976.000000 Penalty: 3062.773682
	Iteration 28Q: 3 clusters Score -1114976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1114990.625000 Penalty: 3062.773682
	Iteration 29Q: 3 clusters Score -1114991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1115003.375000 Penalty: 3062.773682
	Iteration 30Q: 3 clusters Score -1115003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1115008.875000 Penalty: 3062.773682
	Iteration 31Q: 3 clusters Score -1115009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1115019.250000 Penalty: 3062.773682
	Iteration 32Q: 3 clusters Score -1115019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1115035.000000 Penalty: 3062.773682
	Iteration 33Q: 3 clusters Score -1115035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1115048.375000 Penalty: 3062.773682
	Iteration 34Q: 3 clusters Score -1115048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1115061.625000 Penalty: 3062.773682
	Iteration 35Q: 3 clusters Score -1115062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1115079.000000 Penalty: 3062.773682
	Iteration 36Q: 3 clusters Score -1115079 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1115099.625000 Penalty: 3062.773682
	Iteration 37Q: 3 clusters Score -1115100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1115116.750000 Penalty: 3062.773682
	Iteration 38Q: 3 clusters Score -1115117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1115135.375000 Penalty: 3062.773682
	Iteration 39Q: 3 clusters Score -1115135 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1115151.625000 Penalty: 3062.773682
	Iteration 40F: 3 clusters Score -1115152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1115171.500000 Penalty: 3062.773682
	Iteration 41Q: 3 clusters Score -1115172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1115189.000000 Penalty: 3062.773682
	Iteration 42Q: 3 clusters Score -1115189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1115214.625000 Penalty: 3062.773682
	Iteration 43Q: 3 clusters Score -1115215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1115237.625000 Penalty: 3062.773682
	Iteration 44Q: 3 clusters Score -1115238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1115258.250000 Penalty: 3062.773682
	Iteration 45Q: 3 clusters Score -1115258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1115274.750000 Penalty: 3062.773682
	Iteration 46Q: 3 clusters Score -1115275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1115298.750000 Penalty: 3062.773682
	Iteration 47Q: 3 clusters Score -1115299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1115323.625000 Penalty: 3062.773682
	Iteration 48Q: 3 clusters Score -1115324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1115346.250000 Penalty: 3062.773682
	Iteration 49Q: 3 clusters Score -1115346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1115371.500000 Penalty: 3062.773682
	Iteration 50Q: 3 clusters Score -1115372 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1115386.375000 Penalty: 3062.773682
	Iteration 51Q: 3 clusters Score -1115386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1115408.375000 Penalty: 3062.773682
	Iteration 52Q: 3 clusters Score -1115408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1115423.125000 Penalty: 3062.773682
	Iteration 53Q: 3 clusters Score -1115423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1115434.500000 Penalty: 3062.773682
	Iteration 54Q: 3 clusters Score -1115434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1115445.375000 Penalty: 3062.773682
	Iteration 55Q: 3 clusters Score -1115445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1115455.375000 Penalty: 3062.773682
	Iteration 56Q: 3 clusters Score -1115455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1115466.375000 Penalty: 3062.773682
	Iteration 57Q: 3 clusters Score -1115466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1115470.375000 Penalty: 3062.773682
	Iteration 58Q: 3 clusters Score -1115470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1115476.500000 Penalty: 3062.773682
	Iteration 59Q: 3 clusters Score -1115476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1115486.750000 Penalty: 3062.773682
	Iteration 60F: 3 clusters Score -1115487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1115493.875000 Penalty: 3062.773682
	Iteration 61Q: 3 clusters Score -1115494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1115497.875000 Penalty: 3062.773682
	Iteration 62Q: 3 clusters Score -1115498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1115508.125000 Penalty: 3062.773682
	Iteration 63Q: 3 clusters Score -1115508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1115517.000000 Penalty: 3062.773682
	Iteration 64Q: 3 clusters Score -1115517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1115522.000000 Penalty: 3062.773682
	Iteration 65Q: 3 clusters Score -1115522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1115530.750000 Penalty: 3062.773682
	Iteration 66Q: 3 clusters Score -1115531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1115538.125000 Penalty: 3062.773682
	Iteration 67Q: 3 clusters Score -1115538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1115542.000000 Penalty: 3062.773682
	Iteration 68Q: 3 clusters Score -1115542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1115547.750000 Penalty: 3062.773682
	Iteration 69Q: 3 clusters Score -1115548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1115561.250000 Penalty: 3062.773682
	Iteration 70Q: 3 clusters Score -1115561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1115575.500000 Penalty: 3062.773682
	Iteration 71Q: 3 clusters Score -1115576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1115588.625000 Penalty: 3062.773682
	Iteration 72Q: 3 clusters Score -1115589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1115596.250000 Penalty: 3062.773682
	Iteration 73Q: 3 clusters Score -1115596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1115610.125000 Penalty: 3062.773682
	Iteration 74Q: 3 clusters Score -1115610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1115624.250000 Penalty: 3062.773682
	Iteration 75Q: 3 clusters Score -1115624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1115640.875000 Penalty: 3062.773682
	Iteration 76Q: 3 clusters Score -1115641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1115654.500000 Penalty: 3062.773682
	Iteration 77Q: 3 clusters Score -1115654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1115668.250000 Penalty: 3062.773682
	Iteration 78Q: 3 clusters Score -1115668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1115672.625000 Penalty: 3062.773682
	Iteration 79Q: 3 clusters Score -1115673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1115684.000000 Penalty: 3062.773682
	Iteration 80F: 3 clusters Score -1115684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1115693.750000 Penalty: 3062.773682
	Iteration 81Q: 3 clusters Score -1115694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1115705.000000 Penalty: 3062.773682
	Iteration 82Q: 3 clusters Score -1115705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1115713.250000 Penalty: 3062.773682
	Iteration 83Q: 3 clusters Score -1115713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1115726.625000 Penalty: 3062.773682
	Iteration 84Q: 3 clusters Score -1115727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1115738.875000 Penalty: 3062.773682
	Iteration 85Q: 3 clusters Score -1115739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1115748.000000 Penalty: 3062.773682
	Iteration 86Q: 3 clusters Score -1115748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1115758.750000 Penalty: 3062.773682
	Iteration 87Q: 3 clusters Score -1115759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1115774.000000 Penalty: 3062.773682
	Iteration 88Q: 3 clusters Score -1115774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1115787.625000 Penalty: 3062.773682
	Iteration 89Q: 3 clusters Score -1115788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1115798.625000 Penalty: 3062.773682
	Iteration 90Q: 3 clusters Score -1115799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1115804.750000 Penalty: 3062.773682
	Iteration 91Q: 3 clusters Score -1115805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1115806.625000 Penalty: 3062.773682
	Iteration 92Q: 3 clusters Score -1115807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1115810.250000 Penalty: 3062.773682
	Iteration 93Q: 3 clusters Score -1115810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1115810.250000 Penalty: 3062.773682
	Iteration 94Q: 3 clusters Score -1115810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1115811.875000 Penalty: 3062.773682
	Iteration 95Q: 3 clusters Score -1115812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1115810.250000 Penalty: 3062.773682
	Iteration 96Q: 3 clusters Score -1115810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1115810.250000 Penalty: 3062.773682
	Iteration 97F: 3 clusters Score -1115810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Entering Unmasked Estep 
Score: -964827.562500 Penalty: 1496.631470
	Iteration 0F: 2 clusters Score -964827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -957587.437500 Penalty: 2993.262939
	Iteration 0F: 3 clusters Score -957587.4 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -959859.687500 Penalty: 2993.262939
	Iteration 1F: 3 clusters Score -959859.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -960122.812500 Penalty: 2993.262939
	Iteration 2F: 3 clusters Score -960122.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -960353.125000 Penalty: 2993.262939
	Iteration 3F: 3 clusters Score -960353.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -960547.125000 Penalty: 2993.262939
	Iteration 4Q: 3 clusters Score -960547.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -960724.687500 Penalty: 2993.262939
	Iteration 5Q: 3 clusters Score -960724.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -960892.312500 Penalty: 2993.262939
	Iteration 6Q: 3 clusters Score -960892.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -961078.812500 Penalty: 2993.262939
	Iteration 7Q: 3 clusters Score -961078.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -961281.125000 Penalty: 2993.262939
	Iteration 8Q: 3 clusters Score -961281.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -961497.125000 Penalty: 2993.262939
	Iteration 9Q: 3 clusters Score -961497.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -961708.500000 Penalty: 2993.262939
	Iteration 10Q: 3 clusters Score -961708.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -961920.000000 Penalty: 2993.262939
	Iteration 11Q: 3 clusters Score -961920 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -962094.750000 Penalty: 2993.262939
	Iteration 12Q: 3 clusters Score -962094.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -962224.500000 Penalty: 2993.262939
	Iteration 13Q: 3 clusters Score -962224.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -962313.250000 Penalty: 2993.262939
	Iteration 14Q: 3 clusters Score -962313.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -962369.375000 Penalty: 2993.262939
	Iteration 15Q: 3 clusters Score -962369.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -962407.312500 Penalty: 2993.262939
	Iteration 16Q: 3 clusters Score -962407.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -962435.062500 Penalty: 2993.262939
	Iteration 17Q: 3 clusters Score -962435.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -962454.437500 Penalty: 2993.262939
	Iteration 18Q: 3 clusters Score -962454.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -962469.625000 Penalty: 2993.262939
	Iteration 19Q: 3 clusters Score -962469.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -962490.687500 Penalty: 2993.262939
	Iteration 20F: 3 clusters Score -962490.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -962506.500000 Penalty: 2993.262939
	Iteration 21Q: 3 clusters Score -962506.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -962524.062500 Penalty: 2993.262939
	Iteration 22Q: 3 clusters Score -962524.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -962536.437500 Penalty: 2993.262939
	Iteration 23Q: 3 clusters Score -962536.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -962546.437500 Penalty: 2993.262939
	Iteration 24Q: 3 clusters Score -962546.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -962554.375000 Penalty: 2993.262939
	Iteration 25Q: 3 clusters Score -962554.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -962564.312500 Penalty: 2993.262939
	Iteration 26Q: 3 clusters Score -962564.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -962570.625000 Penalty: 2993.262939
	Iteration 27Q: 3 clusters Score -962570.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -962576.812500 Penalty: 2993.262939
	Iteration 28Q: 3 clusters Score -962576.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -962583.312500 Penalty: 2993.262939
	Iteration 29Q: 3 clusters Score -962583.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -962584.187500 Penalty: 2993.262939
	Iteration 30Q: 3 clusters Score -962584.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -962590.875000 Penalty: 2993.262939
	Iteration 31Q: 3 clusters Score -962590.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -962595.312500 Penalty: 2993.262939
	Iteration 32Q: 3 clusters Score -962595.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -962597.687500 Penalty: 2993.262939
	Iteration 33Q: 3 clusters Score -962597.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -962600.250000 Penalty: 2993.262939
	Iteration 34Q: 3 clusters Score -962600.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -962602.187500 Penalty: 2993.262939
	Iteration 35Q: 3 clusters Score -962602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -962602.750000 Penalty: 2993.262939
	Iteration 36Q: 3 clusters Score -962602.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -962604.625000 Penalty: 2993.262939
	Iteration 37Q: 3 clusters Score -962604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -962608.562500 Penalty: 2993.262939
	Iteration 38Q: 3 clusters Score -962608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -962606.687500 Penalty: 2993.262939
	Iteration 39Q: 3 clusters Score -962606.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -962610.562500 Penalty: 2993.262939
	Iteration 40F: 3 clusters Score -962610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -962612.562500 Penalty: 2993.262939
	Iteration 41Q: 3 clusters Score -962612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -962613.937500 Penalty: 2993.262939
	Iteration 42Q: 3 clusters Score -962613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -962613.375000 Penalty: 2993.262939
	Iteration 43Q: 3 clusters Score -962613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -962613.000000 Penalty: 2993.262939
	Iteration 44Q: 3 clusters Score -962613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -962615.625000 Penalty: 2993.262939
	Iteration 45Q: 3 clusters Score -962615.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -962614.562500 Penalty: 2993.262939
	Iteration 46Q: 3 clusters Score -962614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -962615.187500 Penalty: 2993.262939
	Iteration 47Q: 3 clusters Score -962615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -962615.375000 Penalty: 2993.262939
	Iteration 48Q: 3 clusters Score -962615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -962616.687500 Penalty: 2993.262939
	Iteration 49Q: 3 clusters Score -962616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -962616.375000 Penalty: 2993.262939
	Iteration 50Q: 3 clusters Score -962616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -962616.375000 Penalty: 2993.262939
	Iteration 51F: 3 clusters Score -962616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -472238.187500 Penalty: 1375.777222
	Iteration 0F: 2 clusters Score -472238.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -468442.406250 Penalty: 2751.554443
	Iteration 0F: 3 clusters Score -468442.4 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -469526.593750 Penalty: 2751.554443
	Iteration 1F: 3 clusters Score -469526.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -469697.812500 Penalty: 2751.554443
	Iteration 2F: 3 clusters Score -469697.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -469803.031250 Penalty: 2751.554443
	Iteration 3Q: 3 clusters Score -469803 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -469890.093750 Penalty: 2751.554443
	Iteration 4Q: 3 clusters Score -469890.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -469969.218750 Penalty: 2751.554443
	Iteration 5Q: 3 clusters Score -469969.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -470041.187500 Penalty: 2751.554443
	Iteration 6Q: 3 clusters Score -470041.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -470109.593750 Penalty: 2751.554443
	Iteration 7Q: 3 clusters Score -470109.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -470172.125000 Penalty: 2751.554443
	Iteration 8Q: 3 clusters Score -470172.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -470239.812500 Penalty: 2751.554443
	Iteration 9Q: 3 clusters Score -470239.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -470318.656250 Penalty: 2751.554443
	Iteration 10Q: 3 clusters Score -470318.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -470409.562500 Penalty: 2751.554443
	Iteration 11Q: 3 clusters Score -470409.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -470513.468750 Penalty: 2751.554443
	Iteration 12Q: 3 clusters Score -470513.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -470613.843750 Penalty: 2751.554443
	Iteration 13Q: 3 clusters Score -470613.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -470708.750000 Penalty: 2751.554443
	Iteration 14Q: 3 clusters Score -470708.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -470784.156250 Penalty: 2751.554443
	Iteration 15Q: 3 clusters Score -470784.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -470851.625000 Penalty: 2751.554443
	Iteration 16Q: 3 clusters Score -470851.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -470915.687500 Penalty: 2751.554443
	Iteration 17Q: 3 clusters Score -470915.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -470965.031250 Penalty: 2751.554443
	Iteration 18Q: 3 clusters Score -470965 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -471012.937500 Penalty: 2751.554443
	Iteration 19Q: 3 clusters Score -471012.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -471041.375000 Penalty: 2751.554443
	Iteration 20F: 3 clusters Score -471041.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -471066.468750 Penalty: 2751.554443
	Iteration 21Q: 3 clusters Score -471066.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -471075.562500 Penalty: 2751.554443
	Iteration 22Q: 3 clusters Score -471075.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -471086.093750 Penalty: 2751.554443
	Iteration 23Q: 3 clusters Score -471086.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -471097.687500 Penalty: 2751.554443
	Iteration 24Q: 3 clusters Score -471097.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -471106.687500 Penalty: 2751.554443
	Iteration 25Q: 3 clusters Score -471106.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -471114.812500 Penalty: 2751.554443
	Iteration 26Q: 3 clusters Score -471114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -471120.156250 Penalty: 2751.554443
	Iteration 27Q: 3 clusters Score -471120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -471123.812500 Penalty: 2751.554443
	Iteration 28Q: 3 clusters Score -471123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -471126.625000 Penalty: 2751.554443
	Iteration 29Q: 3 clusters Score -471126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -471128.500000 Penalty: 2751.554443
	Iteration 30Q: 3 clusters Score -471128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -471130.093750 Penalty: 2751.554443
	Iteration 31Q: 3 clusters Score -471130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -471131.875000 Penalty: 2751.554443
	Iteration 32Q: 3 clusters Score -471131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -471133.031250 Penalty: 2751.554443
	Iteration 33Q: 3 clusters Score -471133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -471132.562500 Penalty: 2751.554443
	Iteration 34Q: 3 clusters Score -471132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -471133.343750 Penalty: 2751.554443
	Iteration 35Q: 3 clusters Score -471133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -471133.343750 Penalty: 2751.554443
	Iteration 36F: 3 clusters Score -471133.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -177177.421875 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -177177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -175172.031250 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -175172 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -175574.359375 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -175574.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -175652.281250 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -175652.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -175692.953125 Penalty: 2434.059082
	Iteration 3Q: 3 clusters Score -175693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -175730.296875 Penalty: 2434.059082
	Iteration 4Q: 3 clusters Score -175730.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -175759.390625 Penalty: 2434.059082
	Iteration 5Q: 3 clusters Score -175759.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -175778.718750 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -175778.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -175802.265625 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -175802.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -175815.546875 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -175815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175824.156250 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -175824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -175832.203125 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -175832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -175837.265625 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -175837.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -175841.875000 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -175841.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -175849.421875 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -175849.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -175855.546875 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -175855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175860.484375 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -175860.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175865.734375 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -175865.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175870.859375 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -175870.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175874.562500 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -175874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175878.812500 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -175878.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175884.656250 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -175884.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -175889.171875 Penalty: 2434.059082
	Iteration 21Q: 3 clusters Score -175889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175890.640625 Penalty: 2434.059082
	Iteration 22Q: 3 clusters Score -175890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -175893.453125 Penalty: 2434.059082
	Iteration 23Q: 3 clusters Score -175893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175898.687500 Penalty: 2434.059082
	Iteration 24Q: 3 clusters Score -175898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175901.484375 Penalty: 2434.059082
	Iteration 25Q: 3 clusters Score -175901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -175904.578125 Penalty: 2434.059082
	Iteration 26Q: 3 clusters Score -175904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175908.765625 Penalty: 2434.059082
	Iteration 27Q: 3 clusters Score -175908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -175916.265625 Penalty: 2434.059082
	Iteration 28Q: 3 clusters Score -175916.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -175922.296875 Penalty: 2434.059082
	Iteration 29Q: 3 clusters Score -175922.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -175927.718750 Penalty: 2434.059082
	Iteration 30Q: 3 clusters Score -175927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -175932.203125 Penalty: 2434.059082
	Iteration 31Q: 3 clusters Score -175932.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -175943.843750 Penalty: 2434.059082
	Iteration 32Q: 3 clusters Score -175943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -175957.046875 Penalty: 2434.059082
	Iteration 33Q: 3 clusters Score -175957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -175970.062500 Penalty: 2434.059082
	Iteration 34Q: 3 clusters Score -175970.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -175981.843750 Penalty: 2434.059082
	Iteration 35Q: 3 clusters Score -175981.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -175993.312500 Penalty: 2434.059082
	Iteration 36Q: 3 clusters Score -175993.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -176004.781250 Penalty: 2434.059082
	Iteration 37Q: 3 clusters Score -176004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -176011.031250 Penalty: 2434.059082
	Iteration 38Q: 3 clusters Score -176011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -176018.546875 Penalty: 2434.059082
	Iteration 39Q: 3 clusters Score -176018.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -176021.718750 Penalty: 2434.059082
	Iteration 40F: 3 clusters Score -176021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -176028.031250 Penalty: 2434.059082
	Iteration 41Q: 3 clusters Score -176028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176033.843750 Penalty: 2434.059082
	Iteration 42Q: 3 clusters Score -176033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -176039.484375 Penalty: 2434.059082
	Iteration 43Q: 3 clusters Score -176039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -176042.046875 Penalty: 2434.059082
	Iteration 44Q: 3 clusters Score -176042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -176044.359375 Penalty: 2434.059082
	Iteration 45Q: 3 clusters Score -176044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176046.000000 Penalty: 2434.059082
	Iteration 46Q: 3 clusters Score -176046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -176048.140625 Penalty: 2434.059082
	Iteration 47Q: 3 clusters Score -176048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -176049.578125 Penalty: 2434.059082
	Iteration 48Q: 3 clusters Score -176049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -176051.703125 Penalty: 2434.059082
	Iteration 49Q: 3 clusters Score -176051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -176051.703125 Penalty: 2434.059082
	Iteration 50F: 3 clusters Score -176051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -286101.843750 Penalty: 1302.544312
	Iteration 0F: 2 clusters Score -286101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -283395.125000 Penalty: 2605.088623
	Iteration 0F: 3 clusters Score -283395.1 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -284099.937500 Penalty: 2605.088623
	Iteration 1F: 3 clusters Score -284099.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -284310.843750 Penalty: 2605.088623
	Iteration 2F: 3 clusters Score -284310.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284450.531250 Penalty: 2605.088623
	Iteration 3F: 3 clusters Score -284450.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284570.343750 Penalty: 2605.088623
	Iteration 4F: 3 clusters Score -284570.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284675.906250 Penalty: 2605.088623
	Iteration 5F: 3 clusters Score -284675.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -284747.250000 Penalty: 2605.088623
	Iteration 6Q: 3 clusters Score -284747.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -284821.375000 Penalty: 2605.088623
	Iteration 7Q: 3 clusters Score -284821.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -284889.656250 Penalty: 2605.088623
	Iteration 8Q: 3 clusters Score -284889.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -284961.250000 Penalty: 2605.088623
	Iteration 9Q: 3 clusters Score -284961.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -285015.062500 Penalty: 2605.088623
	Iteration 10Q: 3 clusters Score -285015.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -285051.250000 Penalty: 2605.088623
	Iteration 11Q: 3 clusters Score -285051.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -285073.281250 Penalty: 2605.088623
	Iteration 12Q: 3 clusters Score -285073.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -285085.031250 Penalty: 2605.088623
	Iteration 13Q: 3 clusters Score -285085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -285098.062500 Penalty: 2605.088623
	Iteration 14Q: 3 clusters Score -285098.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -285109.562500 Penalty: 2605.088623
	Iteration 15Q: 3 clusters Score -285109.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -285118.406250 Penalty: 2605.088623
	Iteration 16Q: 3 clusters Score -285118.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -285123.812500 Penalty: 2605.088623
	Iteration 17Q: 3 clusters Score -285123.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -285127.875000 Penalty: 2605.088623
	Iteration 18Q: 3 clusters Score -285127.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -285131.843750 Penalty: 2605.088623
	Iteration 19Q: 3 clusters Score -285131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -285134.343750 Penalty: 2605.088623
	Iteration 20F: 3 clusters Score -285134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -285137.593750 Penalty: 2605.088623
	Iteration 21Q: 3 clusters Score -285137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -285141.125000 Penalty: 2605.088623
	Iteration 22Q: 3 clusters Score -285141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -285142.468750 Penalty: 2605.088623
	Iteration 23Q: 3 clusters Score -285142.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -285143.312500 Penalty: 2605.088623
	Iteration 24Q: 3 clusters Score -285143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -285144.187500 Penalty: 2605.088623
	Iteration 25Q: 3 clusters Score -285144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -285144.187500 Penalty: 2605.088623
	Iteration 26F: 3 clusters Score -285144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -124750.156250 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -124750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -123152.265625 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -123152.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123508.742188 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -123508.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123651.484375 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -123651.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -123847.289062 Penalty: 2346.621338
	Iteration 3F: 3 clusters Score -123847.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -124051.242188 Penalty: 2346.621338
	Iteration 4F: 3 clusters Score -124051.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -124334.296875 Penalty: 2346.621338
	Iteration 5F: 3 clusters Score -124334.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -124495.687500 Penalty: 2346.621338
	Iteration 6F: 3 clusters Score -124495.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -124581.140625 Penalty: 2346.621338
	Iteration 7Q: 3 clusters Score -124581.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -124629.117188 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -124629.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -124682.437500 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -124682.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -124713.000000 Penalty: 2346.621338
	Iteration 10Q: 3 clusters Score -124713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -124724.773438 Penalty: 2346.621338
	Iteration 11Q: 3 clusters Score -124724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -124731.054688 Penalty: 2346.621338
	Iteration 12Q: 3 clusters Score -124731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -124735.671875 Penalty: 2346.621338
	Iteration 13Q: 3 clusters Score -124735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -124739.312500 Penalty: 2346.621338
	Iteration 14Q: 3 clusters Score -124739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -124743.281250 Penalty: 2346.621338
	Iteration 15Q: 3 clusters Score -124743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -124744.726562 Penalty: 2346.621338
	Iteration 16Q: 3 clusters Score -124744.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -124745.906250 Penalty: 2346.621338
	Iteration 17Q: 3 clusters Score -124745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -124747.437500 Penalty: 2346.621338
	Iteration 18Q: 3 clusters Score -124747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -124747.437500 Penalty: 2346.621338
	Iteration 19F: 3 clusters Score -124747.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Entering Unmasked Estep 
Score: -6179375.500000 Penalty: 1794.047852
	Iteration 0F: 2 clusters Score -6179376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -6137846.500000 Penalty: 3588.095703
	Iteration 0F: 3 clusters Score -6137846 nChanged 29314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -6154860.500000 Penalty: 3588.095703
	Iteration 1F: 3 clusters Score -6154860 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -6155693.000000 Penalty: 3588.095703
	Iteration 2Q: 3 clusters Score -6155693 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -6156783.000000 Penalty: 3588.095703
	Iteration 3Q: 3 clusters Score -6156783 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -6158163.000000 Penalty: 3588.095703
	Iteration 4F: 3 clusters Score -6158163 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -6160060.500000 Penalty: 3588.095703
	Iteration 5F: 3 clusters Score -6160060 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -6162491.000000 Penalty: 3588.095703
	Iteration 6F: 3 clusters Score -6162491 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6165434.500000 Penalty: 3588.095703
	Iteration 7F: 3 clusters Score -6165434 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -6168649.000000 Penalty: 3588.095703
	Iteration 8F: 3 clusters Score -6168649 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -6171750.500000 Penalty: 3588.095703
	Iteration 9F: 3 clusters Score -6171750 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -6174341.500000 Penalty: 3588.095703
	Iteration 10Q: 3 clusters Score -6174342 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -6176266.000000 Penalty: 3588.095703
	Iteration 11Q: 3 clusters Score -6176266 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -6177298.500000 Penalty: 3588.095703
	Iteration 12Q: 3 clusters Score -6177298 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -6177943.000000 Penalty: 3588.095703
	Iteration 13Q: 3 clusters Score -6177943 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -6178189.000000 Penalty: 3588.095703
	Iteration 14Q: 3 clusters Score -6178189 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -6178346.000000 Penalty: 3588.095703
	Iteration 15Q: 3 clusters Score -6178346 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -6178398.500000 Penalty: 3588.095703
	Iteration 16Q: 3 clusters Score -6178398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -6178442.500000 Penalty: 3588.095703
	Iteration 17Q: 3 clusters Score -6178442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -6178470.000000 Penalty: 3588.095703
	Iteration 18Q: 3 clusters Score -6178470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -6178486.500000 Penalty: 3588.095703
	Iteration 19Q: 3 clusters Score -6178486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -6178486.000000 Penalty: 3588.095703
	Iteration 20F: 3 clusters Score -6178486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -6178483.500000 Penalty: 3588.095703
	Iteration 21Q: 3 clusters Score -6178484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -6178491.500000 Penalty: 3588.095703
	Iteration 22Q: 3 clusters Score -6178492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -6178496.000000 Penalty: 3588.095703
	Iteration 23Q: 3 clusters Score -6178496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -6178487.000000 Penalty: 3588.095703
	Iteration 24Q: 3 clusters Score -6178487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -6178497.000000 Penalty: 3588.095703
	Iteration 25Q: 3 clusters Score -6178497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -6178495.500000 Penalty: 3588.095703
	Iteration 26Q: 3 clusters Score -6178496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -6178490.000000 Penalty: 3588.095703
	Iteration 27Q: 3 clusters Score -6178490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -6178488.500000 Penalty: 3588.095703
	Iteration 28Q: 3 clusters Score -6178488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -6178494.000000 Penalty: 3588.095703
	Iteration 29Q: 3 clusters Score -6178494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -6178494.000000 Penalty: 3588.095703
	Iteration 30Q: 3 clusters Score -6178494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -6178495.000000 Penalty: 3588.095703
	Iteration 31Q: 3 clusters Score -6178495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -6178493.000000 Penalty: 3588.095703
	Iteration 32Q: 3 clusters Score -6178493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -6178500.000000 Penalty: 3588.095703
	Iteration 33Q: 3 clusters Score -6178500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -6178496.000000 Penalty: 3588.095703
	Iteration 34Q: 3 clusters Score -6178496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -6178499.500000 Penalty: 3588.095703
	Iteration 35Q: 3 clusters Score -6178500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -6178497.500000 Penalty: 3588.095703
	Iteration 36Q: 3 clusters Score -6178498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -6178496.500000 Penalty: 3588.095703
	Iteration 37Q: 3 clusters Score -6178496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -6178495.000000 Penalty: 3588.095703
	Iteration 38Q: 3 clusters Score -6178495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -6178496.500000 Penalty: 3588.095703
	Iteration 39Q: 3 clusters Score -6178496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -6178492.500000 Penalty: 3588.095703
	Iteration 40F: 3 clusters Score -6178492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (123946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Entering Unmasked Estep 
Score: -12296868.000000 Penalty: 1905.735229
	Iteration 0F: 2 clusters Score -1.229687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -12215317.000000 Penalty: 3811.470459
	Iteration 0F: 3 clusters Score -1.221532e+07 nChanged 59457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -12249751.000000 Penalty: 3811.470459
	Iteration 1F: 3 clusters Score -1.224975e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -12250499.000000 Penalty: 3811.470459
	Iteration 2Q: 3 clusters Score -1.22505e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -12251201.000000 Penalty: 3811.470459
	Iteration 3Q: 3 clusters Score -1.22512e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -12252304.000000 Penalty: 3811.470459
	Iteration 4Q: 3 clusters Score -1.22523e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -12253651.000000 Penalty: 3811.470459
	Iteration 5Q: 3 clusters Score -1.225365e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -12255460.000000 Penalty: 3811.470459
	Iteration 6Q: 3 clusters Score -1.225546e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -12258046.000000 Penalty: 3811.470459
	Iteration 7Q: 3 clusters Score -1.225805e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -12261138.000000 Penalty: 3811.470459
	Iteration 8F: 3 clusters Score -1.226114e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -12264760.000000 Penalty: 3811.470459
	Iteration 9F: 3 clusters Score -1.226476e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -12268247.000000 Penalty: 3811.470459
	Iteration 10F: 3 clusters Score -1.226825e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -12271672.000000 Penalty: 3811.470459
	Iteration 11Q: 3 clusters Score -1.227167e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -12275264.000000 Penalty: 3811.470459
	Iteration 12Q: 3 clusters Score -1.227526e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -12278740.000000 Penalty: 3811.470459
	Iteration 13Q: 3 clusters Score -1.227874e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -12281708.000000 Penalty: 3811.470459
	Iteration 14Q: 3 clusters Score -1.228171e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 104140 members 
Entering Unmasked Estep 
Score: -12284067.000000 Penalty: 3811.470459
	Iteration 15Q: 3 clusters Score -1.228407e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -12285890.000000 Penalty: 3811.470459
	Iteration 16Q: 3 clusters Score -1.228589e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -12287373.000000 Penalty: 3811.470459
	Iteration 17Q: 3 clusters Score -1.228737e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 111381 members 
Entering Unmasked Estep 
Score: -12288639.000000 Penalty: 3811.470459
	Iteration 18Q: 3 clusters Score -1.228864e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -12289765.000000 Penalty: 3811.470459
	Iteration 19Q: 3 clusters Score -1.228976e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 114906 members 
Entering Unmasked Estep 
Score: -12290843.000000 Penalty: 3811.470459
	Iteration 20F: 3 clusters Score -1.229084e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 116380 members 
Entering Unmasked Estep 
Score: -12291877.000000 Penalty: 3811.470459
	Iteration 21Q: 3 clusters Score -1.229188e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -12292628.000000 Penalty: 3811.470459
	Iteration 22Q: 3 clusters Score -1.229263e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 118516 members 
Entering Unmasked Estep 
Score: -12293192.000000 Penalty: 3811.470459
	Iteration 23Q: 3 clusters Score -1.229319e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -12293624.000000 Penalty: 3811.470459
	Iteration 24Q: 3 clusters Score -1.229362e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 119877 members 
Entering Unmasked Estep 
Score: -12293924.000000 Penalty: 3811.470459
	Iteration 25Q: 3 clusters Score -1.229392e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 120386 members 
Entering Unmasked Estep 
Score: -12294226.000000 Penalty: 3811.470459
	Iteration 26Q: 3 clusters Score -1.229423e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 120827 members 
Entering Unmasked Estep 
Score: -12294460.000000 Penalty: 3811.470459
	Iteration 27Q: 3 clusters Score -1.229446e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 121178 members 
Entering Unmasked Estep 
Score: -12294573.000000 Penalty: 3811.470459
	Iteration 28Q: 3 clusters Score -1.229457e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
Score: -12294716.000000 Penalty: 3811.470459
	Iteration 29Q: 3 clusters Score -1.229472e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -12294828.000000 Penalty: 3811.470459
	Iteration 30Q: 3 clusters Score -1.229483e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 121895 members 
Entering Unmasked Estep 
Score: -12294956.000000 Penalty: 3811.470459
	Iteration 31Q: 3 clusters Score -1.229496e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 122049 members 
Entering Unmasked Estep 
Score: -12295036.000000 Penalty: 3811.470459
	Iteration 32Q: 3 clusters Score -1.229504e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -12295038.000000 Penalty: 3811.470459
	Iteration 33Q: 3 clusters Score -1.229504e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 122271 members 
Entering Unmasked Estep 
Score: -12295057.000000 Penalty: 3811.470459
	Iteration 34Q: 3 clusters Score -1.229506e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 122342 members 
Entering Unmasked Estep 
Score: -12295105.000000 Penalty: 3811.470459
	Iteration 35Q: 3 clusters Score -1.22951e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -12295124.000000 Penalty: 3811.470459
	Iteration 36Q: 3 clusters Score -1.229512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -12295134.000000 Penalty: 3811.470459
	Iteration 37Q: 3 clusters Score -1.229513e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 122521 members 
Entering Unmasked Estep 
Score: -12295177.000000 Penalty: 3811.470459
	Iteration 38Q: 3 clusters Score -1.229518e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 122567 members 
Entering Unmasked Estep 
Score: -12295221.000000 Penalty: 3811.470459
	Iteration 39Q: 3 clusters Score -1.229522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -12295229.000000 Penalty: 3811.470459
	Iteration 40F: 3 clusters Score -1.229523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -12295234.000000 Penalty: 3811.470459
	Iteration 41Q: 3 clusters Score -1.229523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -12295232.000000 Penalty: 3811.470459
	Iteration 42Q: 3 clusters Score -1.229523e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 122707 members 
Entering Unmasked Estep 
Score: -12295242.000000 Penalty: 3811.470459
	Iteration 43Q: 3 clusters Score -1.229524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 122736 members 
Entering Unmasked Estep 
Score: -12295236.000000 Penalty: 3811.470459
	Iteration 44Q: 3 clusters Score -1.229524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 122760 members 
Entering Unmasked Estep 
Score: -12295265.000000 Penalty: 3811.470459
	Iteration 45Q: 3 clusters Score -1.229526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 122791 members 
Entering Unmasked Estep 
Score: -12295291.000000 Penalty: 3811.470459
	Iteration 46Q: 3 clusters Score -1.229529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 122822 members 
Entering Unmasked Estep 
Score: -12295285.000000 Penalty: 3811.470459
	Iteration 47Q: 3 clusters Score -1.229528e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 122846 members 
Entering Unmasked Estep 
Score: -12295309.000000 Penalty: 3811.470459
	Iteration 48Q: 3 clusters Score -1.229531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 122861 members 
Entering Unmasked Estep 
Score: -12295306.000000 Penalty: 3811.470459
	Iteration 49Q: 3 clusters Score -1.229531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -12295322.000000 Penalty: 3811.470459
	Iteration 50Q: 3 clusters Score -1.229532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -12295331.000000 Penalty: 3811.470459
	Iteration 51Q: 3 clusters Score -1.229533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -12295338.000000 Penalty: 3811.470459
	Iteration 52Q: 3 clusters Score -1.229534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 122892 members 
Entering Unmasked Estep 
Score: -12295345.000000 Penalty: 3811.470459
	Iteration 53Q: 3 clusters Score -1.229534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 122899 members 
Entering Unmasked Estep 
Score: -12295337.000000 Penalty: 3811.470459
	Iteration 54Q: 3 clusters Score -1.229534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -12295339.000000 Penalty: 3811.470459
	Iteration 55Q: 3 clusters Score -1.229534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -12295331.000000 Penalty: 3811.470459
	Iteration 56Q: 3 clusters Score -1.229533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 122905 members 
Entering Unmasked Estep 
Score: -12295334.000000 Penalty: 3811.470459
	Iteration 57Q: 3 clusters Score -1.229533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -12295341.000000 Penalty: 3811.470459
	Iteration 58Q: 3 clusters Score -1.229534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -12295333.000000 Penalty: 3811.470459
	Iteration 59Q: 3 clusters Score -1.229533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -12295336.000000 Penalty: 3811.470459
	Iteration 60F: 3 clusters Score -1.229534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -12295337.000000 Penalty: 3811.470459
	Iteration 61Q: 3 clusters Score -1.229534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 122909 members 
Entering Unmasked Estep 
Score: -12295338.000000 Penalty: 3811.470459
	Iteration 62Q: 3 clusters Score -1.229534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 122911 members 
Entering Unmasked Estep 
Score: -12295341.000000 Penalty: 3811.470459
	Iteration 63Q: 3 clusters Score -1.229534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 122914 members 
Entering Unmasked Estep 
Score: -12295329.000000 Penalty: 3811.470459
	Iteration 64Q: 3 clusters Score -1.229533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 122916 members 
Entering Unmasked Estep 
Score: -12295336.000000 Penalty: 3811.470459
	Iteration 65Q: 3 clusters Score -1.229534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -12295338.000000 Penalty: 3811.470459
	Iteration 66Q: 3 clusters Score -1.229534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -12295341.000000 Penalty: 3811.470459
	Iteration 67Q: 3 clusters Score -1.229534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -12295332.000000 Penalty: 3811.470459
	Iteration 68Q: 3 clusters Score -1.229533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -12295335.000000 Penalty: 3811.470459
	Iteration 69Q: 3 clusters Score -1.229534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 122924 members 
Entering Unmasked Estep 
Score: -12295331.000000 Penalty: 3811.470459
	Iteration 70Q: 3 clusters Score -1.229533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 122924 members 
Entering Unmasked Estep 
Score: -12295331.000000 Penalty: 3811.470459
	Iteration 71F: 3 clusters Score -1.229533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -149008.687500 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -149008.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -147186.750000 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -147186.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -147508.375000 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -147508.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -147610.140625 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -147610.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -147667.125000 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -147667.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147715.031250 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -147715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -147762.703125 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -147762.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -147793.296875 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -147793.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -147816.593750 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -147816.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -147834.921875 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -147834.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147858.953125 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -147859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147878.062500 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -147878.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147895.656250 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -147895.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -147910.718750 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -147910.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -147922.484375 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -147922.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -147932.484375 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -147932.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -147941.375000 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -147941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -147948.078125 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -147948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -147952.296875 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -147952.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -147956.031250 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -147956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -147962.250000 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -147962.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -147970.984375 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -147971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -147978.718750 Penalty: 2388.708984
	Iteration 21Q: 3 clusters Score -147978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -147984.031250 Penalty: 2388.708984
	Iteration 22Q: 3 clusters Score -147984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -147985.312500 Penalty: 2388.708984
	Iteration 23Q: 3 clusters Score -147985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -147987.687500 Penalty: 2388.708984
	Iteration 24Q: 3 clusters Score -147987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -147989.937500 Penalty: 2388.708984
	Iteration 25Q: 3 clusters Score -147989.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -147992.500000 Penalty: 2388.708984
	Iteration 26Q: 3 clusters Score -147992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -147993.562500 Penalty: 2388.708984
	Iteration 27Q: 3 clusters Score -147993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -147994.781250 Penalty: 2388.708984
	Iteration 28Q: 3 clusters Score -147994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -147995.625000 Penalty: 2388.708984
	Iteration 29Q: 3 clusters Score -147995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -147995.625000 Penalty: 2388.708984
	Iteration 30F: 3 clusters Score -147995.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 26394 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101262 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45592 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4752 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408388.000000 Penalty: 53662.054688
Iteration 119Q: 26 clusters Score -5.240839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26395 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101264 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4749 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408416.000000 Penalty: 53662.054688
Iteration 120F: 26 clusters Score -5.240842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26395 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101267 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123946 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408404.000000 Penalty: 53662.054688
Iteration 121Q: 26 clusters Score -5.24084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26396 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101266 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123947 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408384.000000 Penalty: 53662.054688
Iteration 122Q: 26 clusters Score -5.240838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11272 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26395 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101265 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62335 members 
Mstep: Class 24 contains 123949 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408388.000000 Penalty: 53662.054688
Iteration 123Q: 26 clusters Score -5.240839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26394 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101266 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123949 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408388.000000 Penalty: 53662.054688
Iteration 124Q: 26 clusters Score -5.240839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26393 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101266 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123950 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408400.000000 Penalty: 53662.054688
Iteration 125Q: 26 clusters Score -5.24084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26393 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101267 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123949 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408396.000000 Penalty: 53662.054688
Iteration 126Q: 26 clusters Score -5.24084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26393 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101267 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123949 members 
Mstep: Class 25 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408396.000000 Penalty: 53662.054688
Iteration 127F: 26 clusters Score -5.24084e+07 nChanged 0
Entering ConstructFrom: 
Score: -52408396.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -104474.640625 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -104474.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -102949.273438 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -102949.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103244.445312 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -103244.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103316.281250 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -103316.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -103351.835938 Penalty: 2279.814697
	Iteration 3Q: 3 clusters Score -103351.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103382.148438 Penalty: 2279.814697
	Iteration 4Q: 3 clusters Score -103382.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103404.585938 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -103404.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103418.031250 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -103418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103426.531250 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -103426.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103435.648438 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -103435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103439.054688 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -103439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103441.546875 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -103441.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103442.851562 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -103442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103444.062500 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -103444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103444.398438 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -103444.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103444.398438 Penalty: 2279.814697
	Iteration 14F: 3 clusters Score -103444.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -453374.812500 Penalty: 1375.537598
	Iteration 0F: 2 clusters Score -453374.8 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 2332 members 
Entering Unmasked Estep 
Score: -449527.531250 Penalty: 2751.075195
	Iteration 0F: 3 clusters Score -449527.5 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -450664.375000 Penalty: 2751.075195
	Iteration 1F: 3 clusters Score -450664.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -450974.875000 Penalty: 2751.075195
	Iteration 2F: 3 clusters Score -450974.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -451309.500000 Penalty: 2751.075195
	Iteration 3F: 3 clusters Score -451309.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -451809.875000 Penalty: 2751.075195
	Iteration 4F: 3 clusters Score -451809.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -452407.906250 Penalty: 2751.075195
	Iteration 5F: 3 clusters Score -452407.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -452864.906250 Penalty: 2751.075195
	Iteration 6F: 3 clusters Score -452864.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -453158.531250 Penalty: 2751.075195
	Iteration 7F: 3 clusters Score -453158.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -453367.781250 Penalty: 2751.075195
	Iteration 8Q: 3 clusters Score -453367.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -453498.968750 Penalty: 2751.075195
	Iteration 9Q: 3 clusters Score -453499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -453577.187500 Penalty: 2751.075195
	Iteration 10Q: 3 clusters Score -453577.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -453641.812500 Penalty: 2751.075195
	Iteration 11Q: 3 clusters Score -453641.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -453697.343750 Penalty: 2751.075195
	Iteration 12Q: 3 clusters Score -453697.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -453767.406250 Penalty: 2751.075195
	Iteration 13Q: 3 clusters Score -453767.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -453868.906250 Penalty: 2751.075195
	Iteration 14Q: 3 clusters Score -453868.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -454023.093750 Penalty: 2751.075195
	Iteration 15Q: 3 clusters Score -454023.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -454100.062500 Penalty: 2751.075195
	Iteration 16Q: 3 clusters Score -454100.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -454105.375000 Penalty: 2751.075195
	Iteration 17Q: 3 clusters Score -454105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -454105.375000 Penalty: 2751.075195
	Iteration 18F: 3 clusters Score -454105.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3772 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 16566 members 
Mstep: Class 5 contains 14041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 26393 members 
Mstep: Class 9 contains 20826 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 1860 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 101267 members 
Mstep: Class 14 contains 27154 members 
Mstep: Class 15 contains 6607 members 
Mstep: Class 16 contains 45590 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 3028 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 62336 members 
Mstep: Class 24 contains 123949 members 
Mstep: Class 25 contains 1556 members 
Mstep: Class 26 contains 973 members 
Entering Unmasked Estep 
Score: -52408384.000000 Penalty: 55808.535156
Splitting cluster 2 changes total score from -52408396.000000 to -52408384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Entering Unmasked Estep 
Score: -1130230.250000 Penalty: 1516.123169
	Iteration 0F: 2 clusters Score -1130230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1122159.625000 Penalty: 3032.246338
	Iteration 0F: 3 clusters Score -1122160 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1124815.125000 Penalty: 3032.246338
	Iteration 1F: 3 clusters Score -1124815 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1125094.000000 Penalty: 3032.246338
	Iteration 2F: 3 clusters Score -1125094 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1125310.250000 Penalty: 3032.246338
	Iteration 3Q: 3 clusters Score -1125310 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1125509.125000 Penalty: 3032.246338
	Iteration 4Q: 3 clusters Score -1125509 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1125717.125000 Penalty: 3032.246338
	Iteration 5Q: 3 clusters Score -1125717 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1125973.375000 Penalty: 3032.246338
	Iteration 6Q: 3 clusters Score -1125973 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1126311.625000 Penalty: 3032.246338
	Iteration 7F: 3 clusters Score -1126312 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1126752.250000 Penalty: 3032.246338
	Iteration 8F: 3 clusters Score -1126752 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1127250.875000 Penalty: 3032.246338
	Iteration 9F: 3 clusters Score -1127251 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1127720.000000 Penalty: 3032.246338
	Iteration 10Q: 3 clusters Score -1127720 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1128088.625000 Penalty: 3032.246338
	Iteration 11Q: 3 clusters Score -1128089 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1128367.625000 Penalty: 3032.246338
	Iteration 12Q: 3 clusters Score -1128368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1128550.000000 Penalty: 3032.246338
	Iteration 13Q: 3 clusters Score -1128550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1128666.125000 Penalty: 3032.246338
	Iteration 14Q: 3 clusters Score -1128666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1128736.500000 Penalty: 3032.246338
	Iteration 15Q: 3 clusters Score -1128736 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1128777.500000 Penalty: 3032.246338
	Iteration 16Q: 3 clusters Score -1128778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1128810.000000 Penalty: 3032.246338
	Iteration 17Q: 3 clusters Score -1128810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1128834.000000 Penalty: 3032.246338
	Iteration 18Q: 3 clusters Score -1128834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1128856.500000 Penalty: 3032.246338
	Iteration 19Q: 3 clusters Score -1128856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1128874.500000 Penalty: 3032.246338
	Iteration 20F: 3 clusters Score -1128874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1128887.250000 Penalty: 3032.246338
	Iteration 21Q: 3 clusters Score -1128887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1128894.250000 Penalty: 3032.246338
	Iteration 22Q: 3 clusters Score -1128894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1128911.000000 Penalty: 3032.246338
	Iteration 23Q: 3 clusters Score -1128911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1128919.750000 Penalty: 3032.246338
	Iteration 24Q: 3 clusters Score -1128920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1128929.750000 Penalty: 3032.246338
	Iteration 25Q: 3 clusters Score -1128930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1128934.875000 Penalty: 3032.246338
	Iteration 26Q: 3 clusters Score -1128935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1128937.000000 Penalty: 3032.246338
	Iteration 27Q: 3 clusters Score -1128937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1128939.000000 Penalty: 3032.246338
	Iteration 28Q: 3 clusters Score -1128939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1128940.750000 Penalty: 3032.246338
	Iteration 29Q: 3 clusters Score -1128941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1128942.000000 Penalty: 3032.246338
	Iteration 30Q: 3 clusters Score -1128942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1128944.250000 Penalty: 3032.246338
	Iteration 31Q: 3 clusters Score -1128944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1128944.250000 Penalty: 3032.246338
	Iteration 32F: 3 clusters Score -1128944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Entering Unmasked Estep 
Score: -1653848.875000 Penalty: 1578.705078
	Iteration 0F: 2 clusters Score -1653849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1642449.500000 Penalty: 3157.410156
	Iteration 0F: 3 clusters Score -1642450 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1646469.000000 Penalty: 3157.410156
	Iteration 1F: 3 clusters Score -1646469 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1646899.500000 Penalty: 3157.410156
	Iteration 2F: 3 clusters Score -1646900 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1647393.500000 Penalty: 3157.410156
	Iteration 3F: 3 clusters Score -1647394 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1648080.375000 Penalty: 3157.410156
	Iteration 4F: 3 clusters Score -1648080 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1649036.000000 Penalty: 3157.410156
	Iteration 5F: 3 clusters Score -1649036 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1650207.375000 Penalty: 3157.410156
	Iteration 6F: 3 clusters Score -1650207 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1651291.750000 Penalty: 3157.410156
	Iteration 7F: 3 clusters Score -1651292 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1652021.500000 Penalty: 3157.410156
	Iteration 8Q: 3 clusters Score -1652022 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1652384.500000 Penalty: 3157.410156
	Iteration 9Q: 3 clusters Score -1652384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1652552.000000 Penalty: 3157.410156
	Iteration 10Q: 3 clusters Score -1652552 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1652625.250000 Penalty: 3157.410156
	Iteration 11Q: 3 clusters Score -1652625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1652680.250000 Penalty: 3157.410156
	Iteration 12Q: 3 clusters Score -1652680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1652721.250000 Penalty: 3157.410156
	Iteration 13Q: 3 clusters Score -1652721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1652733.000000 Penalty: 3157.410156
	Iteration 14Q: 3 clusters Score -1652733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1652745.125000 Penalty: 3157.410156
	Iteration 15Q: 3 clusters Score -1652745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1652747.750000 Penalty: 3157.410156
	Iteration 16Q: 3 clusters Score -1652748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1652748.125000 Penalty: 3157.410156
	Iteration 17Q: 3 clusters Score -1652748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1652750.750000 Penalty: 3157.410156
	Iteration 18Q: 3 clusters Score -1652751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1652752.500000 Penalty: 3157.410156
	Iteration 19Q: 3 clusters Score -1652752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1652756.500000 Penalty: 3157.410156
	Iteration 20F: 3 clusters Score -1652756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1652758.000000 Penalty: 3157.410156
	Iteration 21Q: 3 clusters Score -1652758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1652760.375000 Penalty: 3157.410156
	Iteration 22Q: 3 clusters Score -1652760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1652761.625000 Penalty: 3157.410156
	Iteration 23Q: 3 clusters Score -1652762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1652763.500000 Penalty: 3157.410156
	Iteration 24Q: 3 clusters Score -1652764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -1652763.250000 Penalty: 3157.410156
	Iteration 25Q: 3 clusters Score -1652763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1652764.875000 Penalty: 3157.410156
	Iteration 26Q: 3 clusters Score -1652765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1652764.875000 Penalty: 3157.410156
	Iteration 27F: 3 clusters Score -1652765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Entering Unmasked Estep 
Score: -1375687.000000 Penalty: 1551.832275
	Iteration 0F: 2 clusters Score -1375687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1365858.375000 Penalty: 3103.664551
	Iteration 0F: 3 clusters Score -1365858 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1369350.750000 Penalty: 3103.664551
	Iteration 1F: 3 clusters Score -1369351 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1369725.375000 Penalty: 3103.664551
	Iteration 2F: 3 clusters Score -1369725 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1370064.500000 Penalty: 3103.664551
	Iteration 3F: 3 clusters Score -1370064 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1370441.750000 Penalty: 3103.664551
	Iteration 4F: 3 clusters Score -1370442 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1370870.625000 Penalty: 3103.664551
	Iteration 5F: 3 clusters Score -1370871 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1371339.000000 Penalty: 3103.664551
	Iteration 6F: 3 clusters Score -1371339 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1371893.500000 Penalty: 3103.664551
	Iteration 7F: 3 clusters Score -1371894 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1372513.500000 Penalty: 3103.664551
	Iteration 8Q: 3 clusters Score -1372514 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1373055.250000 Penalty: 3103.664551
	Iteration 9Q: 3 clusters Score -1373055 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1373461.625000 Penalty: 3103.664551
	Iteration 10Q: 3 clusters Score -1373462 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1373696.250000 Penalty: 3103.664551
	Iteration 11Q: 3 clusters Score -1373696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1373835.750000 Penalty: 3103.664551
	Iteration 12Q: 3 clusters Score -1373836 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1373908.750000 Penalty: 3103.664551
	Iteration 13Q: 3 clusters Score -1373909 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1373964.000000 Penalty: 3103.664551
	Iteration 14Q: 3 clusters Score -1373964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1373995.250000 Penalty: 3103.664551
	Iteration 15Q: 3 clusters Score -1373995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1374022.375000 Penalty: 3103.664551
	Iteration 16Q: 3 clusters Score -1374022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1374044.625000 Penalty: 3103.664551
	Iteration 17Q: 3 clusters Score -1374045 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1374073.500000 Penalty: 3103.664551
	Iteration 18Q: 3 clusters Score -1374074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1374096.750000 Penalty: 3103.664551
	Iteration 19Q: 3 clusters Score -1374097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1374116.875000 Penalty: 3103.664551
	Iteration 20F: 3 clusters Score -1374117 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1374147.625000 Penalty: 3103.664551
	Iteration 21Q: 3 clusters Score -1374148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1374168.250000 Penalty: 3103.664551
	Iteration 22Q: 3 clusters Score -1374168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1374189.500000 Penalty: 3103.664551
	Iteration 23Q: 3 clusters Score -1374190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1374205.375000 Penalty: 3103.664551
	Iteration 24Q: 3 clusters Score -1374205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1374217.125000 Penalty: 3103.664551
	Iteration 25Q: 3 clusters Score -1374217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1374222.375000 Penalty: 3103.664551
	Iteration 26Q: 3 clusters Score -1374222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1374233.750000 Penalty: 3103.664551
	Iteration 27Q: 3 clusters Score -1374234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1374242.125000 Penalty: 3103.664551
	Iteration 28Q: 3 clusters Score -1374242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1374258.125000 Penalty: 3103.664551
	Iteration 29Q: 3 clusters Score -1374258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1374266.500000 Penalty: 3103.664551
	Iteration 30Q: 3 clusters Score -1374266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1374274.250000 Penalty: 3103.664551
	Iteration 31Q: 3 clusters Score -1374274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1374278.875000 Penalty: 3103.664551
	Iteration 32Q: 3 clusters Score -1374279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1374287.875000 Penalty: 3103.664551
	Iteration 33Q: 3 clusters Score -1374288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1374295.000000 Penalty: 3103.664551
	Iteration 34Q: 3 clusters Score -1374295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1374299.125000 Penalty: 3103.664551
	Iteration 35Q: 3 clusters Score -1374299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1374308.125000 Penalty: 3103.664551
	Iteration 36Q: 3 clusters Score -1374308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1374318.625000 Penalty: 3103.664551
	Iteration 37Q: 3 clusters Score -1374319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1374327.750000 Penalty: 3103.664551
	Iteration 38Q: 3 clusters Score -1374328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1374337.875000 Penalty: 3103.664551
	Iteration 39Q: 3 clusters Score -1374338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1374350.625000 Penalty: 3103.664551
	Iteration 40F: 3 clusters Score -1374351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1374360.375000 Penalty: 3103.664551
	Iteration 41Q: 3 clusters Score -1374360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1374367.875000 Penalty: 3103.664551
	Iteration 42Q: 3 clusters Score -1374368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1374367.750000 Penalty: 3103.664551
	Iteration 43Q: 3 clusters Score -1374368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1374370.625000 Penalty: 3103.664551
	Iteration 44Q: 3 clusters Score -1374371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1374376.750000 Penalty: 3103.664551
	Iteration 45Q: 3 clusters Score -1374377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1374379.875000 Penalty: 3103.664551
	Iteration 46Q: 3 clusters Score -1374380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1374383.875000 Penalty: 3103.664551
	Iteration 47Q: 3 clusters Score -1374384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1374390.500000 Penalty: 3103.664551
	Iteration 48Q: 3 clusters Score -1374390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1374391.500000 Penalty: 3103.664551
	Iteration 49Q: 3 clusters Score -1374392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1374392.625000 Penalty: 3103.664551
	Iteration 50Q: 3 clusters Score -1374393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1374393.625000 Penalty: 3103.664551
	Iteration 51Q: 3 clusters Score -1374394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1374393.625000 Penalty: 3103.664551
	Iteration 52F: 3 clusters Score -1374394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Entering Unmasked Estep 
Score: -1309989.875000 Penalty: 1542.336182
	Iteration 0F: 2 clusters Score -1309990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1300754.375000 Penalty: 3084.672363
	Iteration 0F: 3 clusters Score -1300754 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1303715.375000 Penalty: 3084.672363
	Iteration 1F: 3 clusters Score -1303715 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1303958.375000 Penalty: 3084.672363
	Iteration 2F: 3 clusters Score -1303958 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1304152.500000 Penalty: 3084.672363
	Iteration 3Q: 3 clusters Score -1304152 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1304317.750000 Penalty: 3084.672363
	Iteration 4Q: 3 clusters Score -1304318 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1304477.125000 Penalty: 3084.672363
	Iteration 5Q: 3 clusters Score -1304477 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1304669.125000 Penalty: 3084.672363
	Iteration 6Q: 3 clusters Score -1304669 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1304879.875000 Penalty: 3084.672363
	Iteration 7Q: 3 clusters Score -1304880 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1305143.375000 Penalty: 3084.672363
	Iteration 8Q: 3 clusters Score -1305143 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1305510.375000 Penalty: 3084.672363
	Iteration 9Q: 3 clusters Score -1305510 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1305974.250000 Penalty: 3084.672363
	Iteration 10F: 3 clusters Score -1305974 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1306507.875000 Penalty: 3084.672363
	Iteration 11F: 3 clusters Score -1306508 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1307067.750000 Penalty: 3084.672363
	Iteration 12F: 3 clusters Score -1307068 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1307565.500000 Penalty: 3084.672363
	Iteration 13Q: 3 clusters Score -1307566 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1307929.125000 Penalty: 3084.672363
	Iteration 14Q: 3 clusters Score -1307929 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1308170.000000 Penalty: 3084.672363
	Iteration 15Q: 3 clusters Score -1308170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1308343.875000 Penalty: 3084.672363
	Iteration 16Q: 3 clusters Score -1308344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1308442.750000 Penalty: 3084.672363
	Iteration 17Q: 3 clusters Score -1308443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1308500.250000 Penalty: 3084.672363
	Iteration 18Q: 3 clusters Score -1308500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1308544.750000 Penalty: 3084.672363
	Iteration 19Q: 3 clusters Score -1308545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1308571.125000 Penalty: 3084.672363
	Iteration 20F: 3 clusters Score -1308571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1308587.250000 Penalty: 3084.672363
	Iteration 21Q: 3 clusters Score -1308587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1308600.250000 Penalty: 3084.672363
	Iteration 22Q: 3 clusters Score -1308600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1308606.125000 Penalty: 3084.672363
	Iteration 23Q: 3 clusters Score -1308606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1308616.375000 Penalty: 3084.672363
	Iteration 24Q: 3 clusters Score -1308616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1308625.500000 Penalty: 3084.672363
	Iteration 25Q: 3 clusters Score -1308626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1308635.625000 Penalty: 3084.672363
	Iteration 26Q: 3 clusters Score -1308636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1308639.875000 Penalty: 3084.672363
	Iteration 27Q: 3 clusters Score -1308640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1308640.750000 Penalty: 3084.672363
	Iteration 28Q: 3 clusters Score -1308641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1308640.750000 Penalty: 3084.672363
	Iteration 29F: 3 clusters Score -1308641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Entering Unmasked Estep 
Score: -2505153.750000 Penalty: 1649.437866
	Iteration 0F: 2 clusters Score -2505154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2487801.250000 Penalty: 3298.875732
	Iteration 0F: 3 clusters Score -2487801 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2494458.750000 Penalty: 3298.875732
	Iteration 1F: 3 clusters Score -2494459 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2495015.500000 Penalty: 3298.875732
	Iteration 2F: 3 clusters Score -2495016 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2495623.750000 Penalty: 3298.875732
	Iteration 3F: 3 clusters Score -2495624 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2496287.000000 Penalty: 3298.875732
	Iteration 4F: 3 clusters Score -2496287 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2496984.750000 Penalty: 3298.875732
	Iteration 5F: 3 clusters Score -2496985 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2497716.500000 Penalty: 3298.875732
	Iteration 6F: 3 clusters Score -2497716 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2498415.250000 Penalty: 3298.875732
	Iteration 7F: 3 clusters Score -2498415 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2498973.750000 Penalty: 3298.875732
	Iteration 8Q: 3 clusters Score -2498974 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2499516.500000 Penalty: 3298.875732
	Iteration 9Q: 3 clusters Score -2499516 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2499989.500000 Penalty: 3298.875732
	Iteration 10Q: 3 clusters Score -2499990 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2500354.750000 Penalty: 3298.875732
	Iteration 11Q: 3 clusters Score -2500355 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2500646.250000 Penalty: 3298.875732
	Iteration 12Q: 3 clusters Score -2500646 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2500908.500000 Penalty: 3298.875732
	Iteration 13Q: 3 clusters Score -2500908 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2501144.500000 Penalty: 3298.875732
	Iteration 14Q: 3 clusters Score -2501144 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2501364.250000 Penalty: 3298.875732
	Iteration 15Q: 3 clusters Score -2501364 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2501568.500000 Penalty: 3298.875732
	Iteration 16Q: 3 clusters Score -2501568 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2501776.000000 Penalty: 3298.875732
	Iteration 17Q: 3 clusters Score -2501776 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2502002.500000 Penalty: 3298.875732
	Iteration 18Q: 3 clusters Score -2502002 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2502220.500000 Penalty: 3298.875732
	Iteration 19Q: 3 clusters Score -2502220 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2502402.750000 Penalty: 3298.875732
	Iteration 20F: 3 clusters Score -2502403 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2502577.000000 Penalty: 3298.875732
	Iteration 21Q: 3 clusters Score -2502577 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2502737.500000 Penalty: 3298.875732
	Iteration 22Q: 3 clusters Score -2502738 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2502914.250000 Penalty: 3298.875732
	Iteration 23Q: 3 clusters Score -2502914 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2503056.000000 Penalty: 3298.875732
	Iteration 24Q: 3 clusters Score -2503056 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2503170.500000 Penalty: 3298.875732
	Iteration 25Q: 3 clusters Score -2503170 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2503263.750000 Penalty: 3298.875732
	Iteration 26Q: 3 clusters Score -2503264 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2503353.250000 Penalty: 3298.875732
	Iteration 27Q: 3 clusters Score -2503353 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2503409.250000 Penalty: 3298.875732
	Iteration 28Q: 3 clusters Score -2503409 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2503455.500000 Penalty: 3298.875732
	Iteration 29Q: 3 clusters Score -2503456 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2503512.250000 Penalty: 3298.875732
	Iteration 30Q: 3 clusters Score -2503512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2503543.500000 Penalty: 3298.875732
	Iteration 31Q: 3 clusters Score -2503544 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2503571.250000 Penalty: 3298.875732
	Iteration 32Q: 3 clusters Score -2503571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2503595.750000 Penalty: 3298.875732
	Iteration 33Q: 3 clusters Score -2503596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2503618.250000 Penalty: 3298.875732
	Iteration 34Q: 3 clusters Score -2503618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2503638.500000 Penalty: 3298.875732
	Iteration 35Q: 3 clusters Score -2503638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2503659.500000 Penalty: 3298.875732
	Iteration 36Q: 3 clusters Score -2503660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2503663.500000 Penalty: 3298.875732
	Iteration 37Q: 3 clusters Score -2503664 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2503688.000000 Penalty: 3298.875732
	Iteration 38Q: 3 clusters Score -2503688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2503701.000000 Penalty: 3298.875732
	Iteration 39Q: 3 clusters Score -2503701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2503702.750000 Penalty: 3298.875732
	Iteration 40F: 3 clusters Score -2503703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2503715.000000 Penalty: 3298.875732
	Iteration 41Q: 3 clusters Score -2503715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2503730.000000 Penalty: 3298.875732
	Iteration 42Q: 3 clusters Score -2503730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2503739.000000 Penalty: 3298.875732
	Iteration 43Q: 3 clusters Score -2503739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2503743.000000 Penalty: 3298.875732
	Iteration 44Q: 3 clusters Score -2503743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2503747.250000 Penalty: 3298.875732
	Iteration 45Q: 3 clusters Score -2503747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2503757.500000 Penalty: 3298.875732
	Iteration 46Q: 3 clusters Score -2503758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2503765.750000 Penalty: 3298.875732
	Iteration 47Q: 3 clusters Score -2503766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2503772.000000 Penalty: 3298.875732
	Iteration 48Q: 3 clusters Score -2503772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2503780.500000 Penalty: 3298.875732
	Iteration 49Q: 3 clusters Score -2503780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2503786.750000 Penalty: 3298.875732
	Iteration 50Q: 3 clusters Score -2503787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2503801.000000 Penalty: 3298.875732
	Iteration 51Q: 3 clusters Score -2503801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2503804.500000 Penalty: 3298.875732
	Iteration 52Q: 3 clusters Score -2503804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2503809.000000 Penalty: 3298.875732
	Iteration 53Q: 3 clusters Score -2503809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2503820.750000 Penalty: 3298.875732
	Iteration 54Q: 3 clusters Score -2503821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2503830.750000 Penalty: 3298.875732
	Iteration 55Q: 3 clusters Score -2503831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2503833.250000 Penalty: 3298.875732
	Iteration 56Q: 3 clusters Score -2503833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2503840.500000 Penalty: 3298.875732
	Iteration 57Q: 3 clusters Score -2503840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2503842.750000 Penalty: 3298.875732
	Iteration 58Q: 3 clusters Score -2503843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2503849.250000 Penalty: 3298.875732
	Iteration 59Q: 3 clusters Score -2503849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2503850.500000 Penalty: 3298.875732
	Iteration 60F: 3 clusters Score -2503850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2503855.500000 Penalty: 3298.875732
	Iteration 61Q: 3 clusters Score -2503856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2503854.750000 Penalty: 3298.875732
	Iteration 62Q: 3 clusters Score -2503855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2503858.500000 Penalty: 3298.875732
	Iteration 63Q: 3 clusters Score -2503858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2503858.250000 Penalty: 3298.875732
	Iteration 64Q: 3 clusters Score -2503858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2503855.500000 Penalty: 3298.875732
	Iteration 65Q: 3 clusters Score -2503856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2503858.000000 Penalty: 3298.875732
	Iteration 66Q: 3 clusters Score -2503858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2503855.750000 Penalty: 3298.875732
	Iteration 67Q: 3 clusters Score -2503856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2503855.750000 Penalty: 3298.875732
	Iteration 68F: 3 clusters Score -2503856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Entering Unmasked Estep 
Score: -2572104.500000 Penalty: 1654.388794
	Iteration 0F: 2 clusters Score -2572104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2554264.750000 Penalty: 3308.777588
	Iteration 0F: 3 clusters Score -2554265 nChanged 12144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2561156.250000 Penalty: 3308.777588
	Iteration 1F: 3 clusters Score -2561156 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2561633.250000 Penalty: 3308.777588
	Iteration 2Q: 3 clusters Score -2561633 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2562139.750000 Penalty: 3308.777588
	Iteration 3Q: 3 clusters Score -2562140 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2562818.750000 Penalty: 3308.777588
	Iteration 4F: 3 clusters Score -2562819 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2563698.000000 Penalty: 3308.777588
	Iteration 5F: 3 clusters Score -2563698 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2564646.750000 Penalty: 3308.777588
	Iteration 6F: 3 clusters Score -2564647 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2565692.500000 Penalty: 3308.777588
	Iteration 7F: 3 clusters Score -2565692 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2566746.750000 Penalty: 3308.777588
	Iteration 8F: 3 clusters Score -2566747 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2567808.000000 Penalty: 3308.777588
	Iteration 9F: 3 clusters Score -2567808 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2568694.500000 Penalty: 3308.777588
	Iteration 10Q: 3 clusters Score -2568694 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2569357.250000 Penalty: 3308.777588
	Iteration 11Q: 3 clusters Score -2569357 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2569770.250000 Penalty: 3308.777588
	Iteration 12Q: 3 clusters Score -2569770 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2570082.500000 Penalty: 3308.777588
	Iteration 13Q: 3 clusters Score -2570082 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2570325.500000 Penalty: 3308.777588
	Iteration 14Q: 3 clusters Score -2570326 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2570477.750000 Penalty: 3308.777588
	Iteration 15Q: 3 clusters Score -2570478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2570592.250000 Penalty: 3308.777588
	Iteration 16Q: 3 clusters Score -2570592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2570670.000000 Penalty: 3308.777588
	Iteration 17Q: 3 clusters Score -2570670 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2570744.750000 Penalty: 3308.777588
	Iteration 18Q: 3 clusters Score -2570745 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2570810.500000 Penalty: 3308.777588
	Iteration 19Q: 3 clusters Score -2570810 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2570874.000000 Penalty: 3308.777588
	Iteration 20F: 3 clusters Score -2570874 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2570954.500000 Penalty: 3308.777588
	Iteration 21Q: 3 clusters Score -2570954 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2571001.500000 Penalty: 3308.777588
	Iteration 22Q: 3 clusters Score -2571002 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2571042.750000 Penalty: 3308.777588
	Iteration 23Q: 3 clusters Score -2571043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2571073.750000 Penalty: 3308.777588
	Iteration 24Q: 3 clusters Score -2571074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2571114.500000 Penalty: 3308.777588
	Iteration 25Q: 3 clusters Score -2571114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2571134.500000 Penalty: 3308.777588
	Iteration 26Q: 3 clusters Score -2571134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2571163.000000 Penalty: 3308.777588
	Iteration 27Q: 3 clusters Score -2571163 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2571183.000000 Penalty: 3308.777588
	Iteration 28Q: 3 clusters Score -2571183 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2571194.500000 Penalty: 3308.777588
	Iteration 29Q: 3 clusters Score -2571194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2571206.250000 Penalty: 3308.777588
	Iteration 30Q: 3 clusters Score -2571206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2571210.000000 Penalty: 3308.777588
	Iteration 31Q: 3 clusters Score -2571210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2571211.500000 Penalty: 3308.777588
	Iteration 32Q: 3 clusters Score -2571212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2571229.500000 Penalty: 3308.777588
	Iteration 33Q: 3 clusters Score -2571230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2571240.250000 Penalty: 3308.777588
	Iteration 34Q: 3 clusters Score -2571240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2571256.500000 Penalty: 3308.777588
	Iteration 35Q: 3 clusters Score -2571256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2571275.000000 Penalty: 3308.777588
	Iteration 36Q: 3 clusters Score -2571275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2571287.500000 Penalty: 3308.777588
	Iteration 37Q: 3 clusters Score -2571288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2571289.750000 Penalty: 3308.777588
	Iteration 38Q: 3 clusters Score -2571290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2571301.500000 Penalty: 3308.777588
	Iteration 39Q: 3 clusters Score -2571302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2571303.250000 Penalty: 3308.777588
	Iteration 40F: 3 clusters Score -2571303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2571315.250000 Penalty: 3308.777588
	Iteration 41Q: 3 clusters Score -2571315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2571316.000000 Penalty: 3308.777588
	Iteration 42Q: 3 clusters Score -2571316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2571321.750000 Penalty: 3308.777588
	Iteration 43Q: 3 clusters Score -2571322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2571325.250000 Penalty: 3308.777588
	Iteration 44Q: 3 clusters Score -2571325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2571323.250000 Penalty: 3308.777588
	Iteration 45Q: 3 clusters Score -2571323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2571329.250000 Penalty: 3308.777588
	Iteration 46Q: 3 clusters Score -2571329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2571331.250000 Penalty: 3308.777588
	Iteration 47Q: 3 clusters Score -2571331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2571338.750000 Penalty: 3308.777588
	Iteration 48Q: 3 clusters Score -2571339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2571337.250000 Penalty: 3308.777588
	Iteration 49Q: 3 clusters Score -2571337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2571341.250000 Penalty: 3308.777588
	Iteration 50Q: 3 clusters Score -2571341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2571334.750000 Penalty: 3308.777588
	Iteration 51Q: 3 clusters Score -2571335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2571341.750000 Penalty: 3308.777588
	Iteration 52Q: 3 clusters Score -2571342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2571339.750000 Penalty: 3308.777588
	Iteration 53Q: 3 clusters Score -2571340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2571341.000000 Penalty: 3308.777588
	Iteration 54Q: 3 clusters Score -2571341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2571350.000000 Penalty: 3308.777588
	Iteration 55Q: 3 clusters Score -2571350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2571351.500000 Penalty: 3308.777588
	Iteration 56Q: 3 clusters Score -2571352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2571357.250000 Penalty: 3308.777588
	Iteration 57Q: 3 clusters Score -2571357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2571362.500000 Penalty: 3308.777588
	Iteration 58Q: 3 clusters Score -2571362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2571369.750000 Penalty: 3308.777588
	Iteration 59Q: 3 clusters Score -2571370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2571369.750000 Penalty: 3308.777588
	Iteration 60F: 3 clusters Score -2571370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2571377.750000 Penalty: 3308.777588
	Iteration 61Q: 3 clusters Score -2571378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2571371.750000 Penalty: 3308.777588
	Iteration 62Q: 3 clusters Score -2571372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2571378.000000 Penalty: 3308.777588
	Iteration 63Q: 3 clusters Score -2571378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2571374.500000 Penalty: 3308.777588
	Iteration 64Q: 3 clusters Score -2571374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2571374.250000 Penalty: 3308.777588
	Iteration 65Q: 3 clusters Score -2571374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2571378.000000 Penalty: 3308.777588
	Iteration 66Q: 3 clusters Score -2571378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2571374.000000 Penalty: 3308.777588
	Iteration 67Q: 3 clusters Score -2571374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2571373.500000 Penalty: 3308.777588
	Iteration 68Q: 3 clusters Score -2571374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2571373.250000 Penalty: 3308.777588
	Iteration 69Q: 3 clusters Score -2571373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2571377.250000 Penalty: 3308.777588
	Iteration 70Q: 3 clusters Score -2571377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2571374.000000 Penalty: 3308.777588
	Iteration 71Q: 3 clusters Score -2571374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2571377.000000 Penalty: 3308.777588
	Iteration 72Q: 3 clusters Score -2571377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2571376.750000 Penalty: 3308.777588
	Iteration 73Q: 3 clusters Score -2571377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2571376.500000 Penalty: 3308.777588
	Iteration 74Q: 3 clusters Score -2571376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2571378.500000 Penalty: 3308.777588
	Iteration 75Q: 3 clusters Score -2571378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2571375.750000 Penalty: 3308.777588
	Iteration 76Q: 3 clusters Score -2571376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2571381.500000 Penalty: 3308.777588
	Iteration 77Q: 3 clusters Score -2571382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2571376.000000 Penalty: 3308.777588
	Iteration 78Q: 3 clusters Score -2571376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2571378.000000 Penalty: 3308.777588
	Iteration 79Q: 3 clusters Score -2571378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2571381.250000 Penalty: 3308.777588
	Iteration 80F: 3 clusters Score -2571381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2571384.000000 Penalty: 3308.777588
	Iteration 81Q: 3 clusters Score -2571384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2571378.750000 Penalty: 3308.777588
	Iteration 82Q: 3 clusters Score -2571379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2571377.500000 Penalty: 3308.777588
	Iteration 83Q: 3 clusters Score -2571378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2571381.000000 Penalty: 3308.777588
	Iteration 84Q: 3 clusters Score -2571381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2571385.000000 Penalty: 3308.777588
	Iteration 85Q: 3 clusters Score -2571385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2571382.000000 Penalty: 3308.777588
	Iteration 86Q: 3 clusters Score -2571382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2571379.500000 Penalty: 3308.777588
	Iteration 87Q: 3 clusters Score -2571380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2571385.250000 Penalty: 3308.777588
	Iteration 88Q: 3 clusters Score -2571385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2571381.500000 Penalty: 3308.777588
	Iteration 89Q: 3 clusters Score -2571382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2571384.500000 Penalty: 3308.777588
	Iteration 90Q: 3 clusters Score -2571384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2571387.500000 Penalty: 3308.777588
	Iteration 91Q: 3 clusters Score -2571388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2571384.500000 Penalty: 3308.777588
	Iteration 92Q: 3 clusters Score -2571384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2571384.500000 Penalty: 3308.777588
	Iteration 93F: 3 clusters Score -2571384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Entering Unmasked Estep 
Score: -2108292.750000 Penalty: 1615.893066
	Iteration 0F: 2 clusters Score -2108293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2094040.750000 Penalty: 3231.786133
	Iteration 0F: 3 clusters Score -2094041 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2099378.000000 Penalty: 3231.786133
	Iteration 1F: 3 clusters Score -2099378 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2100109.000000 Penalty: 3231.786133
	Iteration 2F: 3 clusters Score -2100109 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2101070.000000 Penalty: 3231.786133
	Iteration 3F: 3 clusters Score -2101070 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2102244.750000 Penalty: 3231.786133
	Iteration 4F: 3 clusters Score -2102245 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2103496.500000 Penalty: 3231.786133
	Iteration 5F: 3 clusters Score -2103496 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2104672.500000 Penalty: 3231.786133
	Iteration 6F: 3 clusters Score -2104672 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2105578.000000 Penalty: 3231.786133
	Iteration 7F: 3 clusters Score -2105578 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2106138.500000 Penalty: 3231.786133
	Iteration 8Q: 3 clusters Score -2106138 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2106545.750000 Penalty: 3231.786133
	Iteration 9Q: 3 clusters Score -2106546 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2106807.250000 Penalty: 3231.786133
	Iteration 10Q: 3 clusters Score -2106807 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2106949.000000 Penalty: 3231.786133
	Iteration 11Q: 3 clusters Score -2106949 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2107033.750000 Penalty: 3231.786133
	Iteration 12Q: 3 clusters Score -2107034 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2107095.750000 Penalty: 3231.786133
	Iteration 13Q: 3 clusters Score -2107096 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2107145.000000 Penalty: 3231.786133
	Iteration 14Q: 3 clusters Score -2107145 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2107185.500000 Penalty: 3231.786133
	Iteration 15Q: 3 clusters Score -2107186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2107227.500000 Penalty: 3231.786133
	Iteration 16Q: 3 clusters Score -2107228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2107258.750000 Penalty: 3231.786133
	Iteration 17Q: 3 clusters Score -2107259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2107287.750000 Penalty: 3231.786133
	Iteration 18Q: 3 clusters Score -2107288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2107319.250000 Penalty: 3231.786133
	Iteration 19Q: 3 clusters Score -2107319 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2107355.000000 Penalty: 3231.786133
	Iteration 20F: 3 clusters Score -2107355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2107382.500000 Penalty: 3231.786133
	Iteration 21Q: 3 clusters Score -2107382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2107413.000000 Penalty: 3231.786133
	Iteration 22Q: 3 clusters Score -2107413 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2107442.250000 Penalty: 3231.786133
	Iteration 23Q: 3 clusters Score -2107442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2107472.000000 Penalty: 3231.786133
	Iteration 24Q: 3 clusters Score -2107472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2107509.000000 Penalty: 3231.786133
	Iteration 25Q: 3 clusters Score -2107509 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2107540.250000 Penalty: 3231.786133
	Iteration 26Q: 3 clusters Score -2107540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2107579.250000 Penalty: 3231.786133
	Iteration 27Q: 3 clusters Score -2107579 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2107612.500000 Penalty: 3231.786133
	Iteration 28Q: 3 clusters Score -2107612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2107646.000000 Penalty: 3231.786133
	Iteration 29Q: 3 clusters Score -2107646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2107670.000000 Penalty: 3231.786133
	Iteration 30Q: 3 clusters Score -2107670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2107699.250000 Penalty: 3231.786133
	Iteration 31Q: 3 clusters Score -2107699 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2107726.000000 Penalty: 3231.786133
	Iteration 32Q: 3 clusters Score -2107726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2107746.750000 Penalty: 3231.786133
	Iteration 33Q: 3 clusters Score -2107747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2107754.500000 Penalty: 3231.786133
	Iteration 34Q: 3 clusters Score -2107754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2107769.250000 Penalty: 3231.786133
	Iteration 35Q: 3 clusters Score -2107769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2107776.250000 Penalty: 3231.786133
	Iteration 36Q: 3 clusters Score -2107776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2107785.000000 Penalty: 3231.786133
	Iteration 37Q: 3 clusters Score -2107785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2107794.000000 Penalty: 3231.786133
	Iteration 38Q: 3 clusters Score -2107794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2107799.250000 Penalty: 3231.786133
	Iteration 39Q: 3 clusters Score -2107799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2107807.500000 Penalty: 3231.786133
	Iteration 40F: 3 clusters Score -2107808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2107810.000000 Penalty: 3231.786133
	Iteration 41Q: 3 clusters Score -2107810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2107814.250000 Penalty: 3231.786133
	Iteration 42Q: 3 clusters Score -2107814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2107823.000000 Penalty: 3231.786133
	Iteration 43Q: 3 clusters Score -2107823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2107826.500000 Penalty: 3231.786133
	Iteration 44Q: 3 clusters Score -2107826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2107826.500000 Penalty: 3231.786133
	Iteration 45Q: 3 clusters Score -2107826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2107832.250000 Penalty: 3231.786133
	Iteration 46Q: 3 clusters Score -2107832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2107831.000000 Penalty: 3231.786133
	Iteration 47Q: 3 clusters Score -2107831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2107833.250000 Penalty: 3231.786133
	Iteration 48Q: 3 clusters Score -2107833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2107833.500000 Penalty: 3231.786133
	Iteration 49Q: 3 clusters Score -2107834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2107833.000000 Penalty: 3231.786133
	Iteration 50Q: 3 clusters Score -2107833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2107833.000000 Penalty: 3231.786133
	Iteration 51F: 3 clusters Score -2107833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -330602.656250 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -330602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -327690.812500 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -327690.8 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -328464.375000 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -328464.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -328595.531250 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -328595.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -328676.281250 Penalty: 2634.617432
	Iteration 3Q: 3 clusters Score -328676.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -328727.937500 Penalty: 2634.617432
	Iteration 4Q: 3 clusters Score -328727.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -328765.500000 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -328765.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -328800.843750 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -328800.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -328835.062500 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -328835.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -328861.156250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -328861.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -328876.437500 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -328876.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -328896.125000 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -328896.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -328910.437500 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -328910.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -328925.062500 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -328925.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -328937.000000 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -328937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -328946.531250 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -328946.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -328956.875000 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -328956.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -328965.187500 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -328965.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -328973.375000 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -328973.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -328981.000000 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -328981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -328986.468750 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -328986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -328994.718750 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -328994.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -329000.781250 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -329000.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -329005.531250 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -329005.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -329009.750000 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -329009.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -329014.031250 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -329014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -329019.343750 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -329019.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -329023.062500 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -329023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -329027.187500 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -329027.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -329032.312500 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -329032.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -329038.562500 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -329038.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -329044.750000 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -329044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -329049.937500 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -329049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -329054.187500 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -329054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -329058.468750 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -329058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -329062.437500 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -329062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -329063.843750 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -329063.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -329066.937500 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -329066.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -329069.812500 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -329069.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -329073.062500 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -329073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -329077.062500 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -329077.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -329082.343750 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -329082.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -329088.656250 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -329088.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -329097.531250 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -329097.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -329107.093750 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -329107.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -329114.531250 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -329114.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -329119.968750 Penalty: 2634.617432
	Iteration 45Q: 3 clusters Score -329120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -329124.031250 Penalty: 2634.617432
	Iteration 46Q: 3 clusters Score -329124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -329128.000000 Penalty: 2634.617432
	Iteration 47Q: 3 clusters Score -329128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -329136.093750 Penalty: 2634.617432
	Iteration 48Q: 3 clusters Score -329136.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -329146.968750 Penalty: 2634.617432
	Iteration 49Q: 3 clusters Score -329147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -329159.093750 Penalty: 2634.617432
	Iteration 50Q: 3 clusters Score -329159.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -329171.218750 Penalty: 2634.617432
	Iteration 51Q: 3 clusters Score -329171.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329185.375000 Penalty: 2634.617432
	Iteration 52Q: 3 clusters Score -329185.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -329200.000000 Penalty: 2634.617432
	Iteration 53Q: 3 clusters Score -329200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -329209.593750 Penalty: 2634.617432
	Iteration 54Q: 3 clusters Score -329209.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -329226.750000 Penalty: 2634.617432
	Iteration 55Q: 3 clusters Score -329226.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -329243.750000 Penalty: 2634.617432
	Iteration 56Q: 3 clusters Score -329243.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -329255.375000 Penalty: 2634.617432
	Iteration 57Q: 3 clusters Score -329255.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -329270.875000 Penalty: 2634.617432
	Iteration 58Q: 3 clusters Score -329270.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -329281.906250 Penalty: 2634.617432
	Iteration 59Q: 3 clusters Score -329281.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -329290.781250 Penalty: 2634.617432
	Iteration 60F: 3 clusters Score -329290.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -329300.031250 Penalty: 2634.617432
	Iteration 61Q: 3 clusters Score -329300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -329307.937500 Penalty: 2634.617432
	Iteration 62Q: 3 clusters Score -329307.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -329315.031250 Penalty: 2634.617432
	Iteration 63Q: 3 clusters Score -329315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -329323.562500 Penalty: 2634.617432
	Iteration 64Q: 3 clusters Score -329323.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -329332.500000 Penalty: 2634.617432
	Iteration 65Q: 3 clusters Score -329332.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -329337.968750 Penalty: 2634.617432
	Iteration 66Q: 3 clusters Score -329338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -329342.875000 Penalty: 2634.617432
	Iteration 67Q: 3 clusters Score -329342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -329345.718750 Penalty: 2634.617432
	Iteration 68Q: 3 clusters Score -329345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -329351.625000 Penalty: 2634.617432
	Iteration 69Q: 3 clusters Score -329351.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -329357.937500 Penalty: 2634.617432
	Iteration 70Q: 3 clusters Score -329357.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -329360.093750 Penalty: 2634.617432
	Iteration 71Q: 3 clusters Score -329360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -329361.468750 Penalty: 2634.617432
	Iteration 72Q: 3 clusters Score -329361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -329362.937500 Penalty: 2634.617432
	Iteration 73Q: 3 clusters Score -329362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -329364.500000 Penalty: 2634.617432
	Iteration 74Q: 3 clusters Score -329364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -329364.687500 Penalty: 2634.617432
	Iteration 75Q: 3 clusters Score -329364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -329364.687500 Penalty: 2634.617432
	Iteration 76F: 3 clusters Score -329364.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -154767.296875 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -154767.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152844.000000 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -152844 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153430.656250 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -153430.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -153604.312500 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -153604.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -153790.843750 Penalty: 2446.707764
	Iteration 3F: 3 clusters Score -153790.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -153901.000000 Penalty: 2446.707764
	Iteration 4F: 3 clusters Score -153901 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153963.890625 Penalty: 2446.707764
	Iteration 5Q: 3 clusters Score -153963.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -154017.031250 Penalty: 2446.707764
	Iteration 6Q: 3 clusters Score -154017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -154040.000000 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -154040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -154055.828125 Penalty: 2446.707764
	Iteration 8Q: 3 clusters Score -154055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -154065.156250 Penalty: 2446.707764
	Iteration 9Q: 3 clusters Score -154065.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -154074.328125 Penalty: 2446.707764
	Iteration 10Q: 3 clusters Score -154074.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -154081.625000 Penalty: 2446.707764
	Iteration 11Q: 3 clusters Score -154081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -154092.453125 Penalty: 2446.707764
	Iteration 12Q: 3 clusters Score -154092.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -154098.843750 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -154098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -154103.703125 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -154103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -154104.078125 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -154104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -154104.078125 Penalty: 2446.707764
	Iteration 16F: 3 clusters Score -154104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Entering Unmasked Estep 
Score: -433133.593750 Penalty: 1367.966675
	Iteration 0F: 2 clusters Score -433133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -429478.125000 Penalty: 2735.933350
	Iteration 0F: 3 clusters Score -429478.1 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -430484.531250 Penalty: 2735.933350
	Iteration 1F: 3 clusters Score -430484.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -430680.250000 Penalty: 2735.933350
	Iteration 2F: 3 clusters Score -430680.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -430798.000000 Penalty: 2735.933350
	Iteration 3F: 3 clusters Score -430798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -430867.750000 Penalty: 2735.933350
	Iteration 4Q: 3 clusters Score -430867.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -430914.031250 Penalty: 2735.933350
	Iteration 5Q: 3 clusters Score -430914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -430940.093750 Penalty: 2735.933350
	Iteration 6Q: 3 clusters Score -430940.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -430967.218750 Penalty: 2735.933350
	Iteration 7Q: 3 clusters Score -430967.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -430986.000000 Penalty: 2735.933350
	Iteration 8Q: 3 clusters Score -430986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -430998.187500 Penalty: 2735.933350
	Iteration 9Q: 3 clusters Score -430998.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -431016.250000 Penalty: 2735.933350
	Iteration 10Q: 3 clusters Score -431016.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -431034.718750 Penalty: 2735.933350
	Iteration 11Q: 3 clusters Score -431034.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -431054.312500 Penalty: 2735.933350
	Iteration 12Q: 3 clusters Score -431054.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -431071.937500 Penalty: 2735.933350
	Iteration 13Q: 3 clusters Score -431071.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -431088.187500 Penalty: 2735.933350
	Iteration 14Q: 3 clusters Score -431088.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -431102.343750 Penalty: 2735.933350
	Iteration 15Q: 3 clusters Score -431102.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -431117.093750 Penalty: 2735.933350
	Iteration 16Q: 3 clusters Score -431117.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -431131.968750 Penalty: 2735.933350
	Iteration 17Q: 3 clusters Score -431132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -431151.406250 Penalty: 2735.933350
	Iteration 18Q: 3 clusters Score -431151.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -431175.218750 Penalty: 2735.933350
	Iteration 19Q: 3 clusters Score -431175.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -431208.812500 Penalty: 2735.933350
	Iteration 20F: 3 clusters Score -431208.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -431254.031250 Penalty: 2735.933350
	Iteration 21Q: 3 clusters Score -431254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -431308.531250 Penalty: 2735.933350
	Iteration 22Q: 3 clusters Score -431308.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -431364.687500 Penalty: 2735.933350
	Iteration 23Q: 3 clusters Score -431364.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -431423.093750 Penalty: 2735.933350
	Iteration 24Q: 3 clusters Score -431423.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -431486.062500 Penalty: 2735.933350
	Iteration 25Q: 3 clusters Score -431486.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -431547.000000 Penalty: 2735.933350
	Iteration 26Q: 3 clusters Score -431547 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -431598.562500 Penalty: 2735.933350
	Iteration 27Q: 3 clusters Score -431598.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -431635.687500 Penalty: 2735.933350
	Iteration 28Q: 3 clusters Score -431635.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -431666.406250 Penalty: 2735.933350
	Iteration 29Q: 3 clusters Score -431666.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -431697.000000 Penalty: 2735.933350
	Iteration 30Q: 3 clusters Score -431697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -431729.843750 Penalty: 2735.933350
	Iteration 31Q: 3 clusters Score -431729.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -431763.218750 Penalty: 2735.933350
	Iteration 32Q: 3 clusters Score -431763.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -431784.156250 Penalty: 2735.933350
	Iteration 33Q: 3 clusters Score -431784.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -431812.562500 Penalty: 2735.933350
	Iteration 34Q: 3 clusters Score -431812.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -431839.031250 Penalty: 2735.933350
	Iteration 35Q: 3 clusters Score -431839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -431863.937500 Penalty: 2735.933350
	Iteration 36Q: 3 clusters Score -431863.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -431882.937500 Penalty: 2735.933350
	Iteration 37Q: 3 clusters Score -431882.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -431894.437500 Penalty: 2735.933350
	Iteration 38Q: 3 clusters Score -431894.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -431905.531250 Penalty: 2735.933350
	Iteration 39Q: 3 clusters Score -431905.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -431914.125000 Penalty: 2735.933350
	Iteration 40F: 3 clusters Score -431914.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -431920.000000 Penalty: 2735.933350
	Iteration 41Q: 3 clusters Score -431920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -431922.968750 Penalty: 2735.933350
	Iteration 42Q: 3 clusters Score -431923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -431922.968750 Penalty: 2735.933350
	Iteration 43F: 3 clusters Score -431923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101267 members 
Entering Unmasked Estep 
Score: -10057802.000000 Penalty: 1872.896240
	Iteration 0F: 2 clusters Score -1.00578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -9990791.000000 Penalty: 3745.792480
	Iteration 0F: 3 clusters Score -9990791 nChanged 48275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -10018395.000000 Penalty: 3745.792480
	Iteration 1F: 3 clusters Score -1.00184e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -10019210.000000 Penalty: 3745.792480
	Iteration 2Q: 3 clusters Score -1.001921e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -10020150.000000 Penalty: 3745.792480
	Iteration 3Q: 3 clusters Score -1.002015e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -10021532.000000 Penalty: 3745.792480
	Iteration 4Q: 3 clusters Score -1.002153e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -10023409.000000 Penalty: 3745.792480
	Iteration 5Q: 3 clusters Score -1.002341e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -10025922.000000 Penalty: 3745.792480
	Iteration 6F: 3 clusters Score -1.002592e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -10029000.000000 Penalty: 3745.792480
	Iteration 7F: 3 clusters Score -1.0029e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -10032563.000000 Penalty: 3745.792480
	Iteration 8F: 3 clusters Score -1.003256e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -10036329.000000 Penalty: 3745.792480
	Iteration 9F: 3 clusters Score -1.003633e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -10040535.000000 Penalty: 3745.792480
	Iteration 10F: 3 clusters Score -1.004054e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -10044840.000000 Penalty: 3745.792480
	Iteration 11F: 3 clusters Score -1.004484e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92301 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -10049115.000000 Penalty: 3745.792480
	Iteration 12Q: 3 clusters Score -1.004912e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -10052343.000000 Penalty: 3745.792480
	Iteration 13Q: 3 clusters Score -1.005234e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -10054362.000000 Penalty: 3745.792480
	Iteration 14Q: 3 clusters Score -1.005436e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10055336.000000 Penalty: 3745.792480
	Iteration 15Q: 3 clusters Score -1.005534e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10055813.000000 Penalty: 3745.792480
	Iteration 16Q: 3 clusters Score -1.005581e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10056057.000000 Penalty: 3745.792480
	Iteration 17Q: 3 clusters Score -1.005606e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100537 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10056211.000000 Penalty: 3745.792480
	Iteration 18Q: 3 clusters Score -1.005621e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10056274.000000 Penalty: 3745.792480
	Iteration 19Q: 3 clusters Score -1.005627e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10056355.000000 Penalty: 3745.792480
	Iteration 20F: 3 clusters Score -1.005636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10056380.000000 Penalty: 3745.792480
	Iteration 21Q: 3 clusters Score -1.005638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10056385.000000 Penalty: 3745.792480
	Iteration 22Q: 3 clusters Score -1.005638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10056394.000000 Penalty: 3745.792480
	Iteration 23Q: 3 clusters Score -1.005639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10056407.000000 Penalty: 3745.792480
	Iteration 24Q: 3 clusters Score -1.005641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100793 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10056407.000000 Penalty: 3745.792480
	Iteration 25Q: 3 clusters Score -1.005641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10056413.000000 Penalty: 3745.792480
	Iteration 26Q: 3 clusters Score -1.005641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10056427.000000 Penalty: 3745.792480
	Iteration 27Q: 3 clusters Score -1.005643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10056417.000000 Penalty: 3745.792480
	Iteration 28Q: 3 clusters Score -1.005642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10056424.000000 Penalty: 3745.792480
	Iteration 29Q: 3 clusters Score -1.005642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10056427.000000 Penalty: 3745.792480
	Iteration 30Q: 3 clusters Score -1.005643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10056433.000000 Penalty: 3745.792480
	Iteration 31Q: 3 clusters Score -1.005643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10056433.000000 Penalty: 3745.792480
	Iteration 32F: 3 clusters Score -1.005643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Entering Unmasked Estep 
Score: -2667511.750000 Penalty: 1659.008057
	Iteration 0F: 2 clusters Score -2667512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2649090.000000 Penalty: 3318.016113
	Iteration 0F: 3 clusters Score -2649090 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2656169.750000 Penalty: 3318.016113
	Iteration 1F: 3 clusters Score -2656170 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2656531.000000 Penalty: 3318.016113
	Iteration 2Q: 3 clusters Score -2656531 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2656849.000000 Penalty: 3318.016113
	Iteration 3Q: 3 clusters Score -2656849 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2657170.000000 Penalty: 3318.016113
	Iteration 4Q: 3 clusters Score -2657170 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2657442.250000 Penalty: 3318.016113
	Iteration 5Q: 3 clusters Score -2657442 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2657732.500000 Penalty: 3318.016113
	Iteration 6Q: 3 clusters Score -2657732 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2658063.500000 Penalty: 3318.016113
	Iteration 7Q: 3 clusters Score -2658064 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2658422.500000 Penalty: 3318.016113
	Iteration 8Q: 3 clusters Score -2658422 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2658850.000000 Penalty: 3318.016113
	Iteration 9Q: 3 clusters Score -2658850 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2659399.000000 Penalty: 3318.016113
	Iteration 10Q: 3 clusters Score -2659399 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2660093.000000 Penalty: 3318.016113
	Iteration 11Q: 3 clusters Score -2660093 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2660863.250000 Penalty: 3318.016113
	Iteration 12Q: 3 clusters Score -2660863 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2661748.000000 Penalty: 3318.016113
	Iteration 13Q: 3 clusters Score -2661748 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2662678.250000 Penalty: 3318.016113
	Iteration 14Q: 3 clusters Score -2662678 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2663473.250000 Penalty: 3318.016113
	Iteration 15Q: 3 clusters Score -2663473 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2664014.500000 Penalty: 3318.016113
	Iteration 16Q: 3 clusters Score -2664014 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2664284.750000 Penalty: 3318.016113
	Iteration 17Q: 3 clusters Score -2664285 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -2664448.250000 Penalty: 3318.016113
	Iteration 18Q: 3 clusters Score -2664448 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2664552.750000 Penalty: 3318.016113
	Iteration 19Q: 3 clusters Score -2664553 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2664661.000000 Penalty: 3318.016113
	Iteration 20F: 3 clusters Score -2664661 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2664769.250000 Penalty: 3318.016113
	Iteration 21Q: 3 clusters Score -2664769 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2664856.250000 Penalty: 3318.016113
	Iteration 22Q: 3 clusters Score -2664856 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2664961.250000 Penalty: 3318.016113
	Iteration 23Q: 3 clusters Score -2664961 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2665068.500000 Penalty: 3318.016113
	Iteration 24Q: 3 clusters Score -2665068 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2665184.500000 Penalty: 3318.016113
	Iteration 25Q: 3 clusters Score -2665184 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2665282.750000 Penalty: 3318.016113
	Iteration 26Q: 3 clusters Score -2665283 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2665379.500000 Penalty: 3318.016113
	Iteration 27Q: 3 clusters Score -2665380 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2665473.500000 Penalty: 3318.016113
	Iteration 28Q: 3 clusters Score -2665474 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -2665571.250000 Penalty: 3318.016113
	Iteration 29Q: 3 clusters Score -2665571 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -2665641.500000 Penalty: 3318.016113
	Iteration 30Q: 3 clusters Score -2665642 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2665708.750000 Penalty: 3318.016113
	Iteration 31Q: 3 clusters Score -2665709 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2665787.500000 Penalty: 3318.016113
	Iteration 32Q: 3 clusters Score -2665788 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2665872.500000 Penalty: 3318.016113
	Iteration 33Q: 3 clusters Score -2665872 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2665948.750000 Penalty: 3318.016113
	Iteration 34Q: 3 clusters Score -2665949 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -2666044.000000 Penalty: 3318.016113
	Iteration 35Q: 3 clusters Score -2666044 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2666150.250000 Penalty: 3318.016113
	Iteration 36Q: 3 clusters Score -2666150 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -2666221.000000 Penalty: 3318.016113
	Iteration 37Q: 3 clusters Score -2666221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2666280.250000 Penalty: 3318.016113
	Iteration 38Q: 3 clusters Score -2666280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -2666325.000000 Penalty: 3318.016113
	Iteration 39Q: 3 clusters Score -2666325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2666350.750000 Penalty: 3318.016113
	Iteration 40F: 3 clusters Score -2666351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -2666374.250000 Penalty: 3318.016113
	Iteration 41Q: 3 clusters Score -2666374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -2666390.750000 Penalty: 3318.016113
	Iteration 42Q: 3 clusters Score -2666391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -2666418.000000 Penalty: 3318.016113
	Iteration 43Q: 3 clusters Score -2666418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2666436.000000 Penalty: 3318.016113
	Iteration 44Q: 3 clusters Score -2666436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2666455.000000 Penalty: 3318.016113
	Iteration 45Q: 3 clusters Score -2666455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2666457.250000 Penalty: 3318.016113
	Iteration 46Q: 3 clusters Score -2666457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -2666471.500000 Penalty: 3318.016113
	Iteration 47Q: 3 clusters Score -2666472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2666477.500000 Penalty: 3318.016113
	Iteration 48Q: 3 clusters Score -2666478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2666473.000000 Penalty: 3318.016113
	Iteration 49Q: 3 clusters Score -2666473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2666475.750000 Penalty: 3318.016113
	Iteration 50Q: 3 clusters Score -2666476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2666481.250000 Penalty: 3318.016113
	Iteration 51Q: 3 clusters Score -2666481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -2666477.750000 Penalty: 3318.016113
	Iteration 52Q: 3 clusters Score -2666478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2666480.250000 Penalty: 3318.016113
	Iteration 53Q: 3 clusters Score -2666480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -2666483.500000 Penalty: 3318.016113
	Iteration 54Q: 3 clusters Score -2666484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -2666486.750000 Penalty: 3318.016113
	Iteration 55Q: 3 clusters Score -2666487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -2666484.500000 Penalty: 3318.016113
	Iteration 56Q: 3 clusters Score -2666484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2666486.250000 Penalty: 3318.016113
	Iteration 57Q: 3 clusters Score -2666486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2666491.500000 Penalty: 3318.016113
	Iteration 58Q: 3 clusters Score -2666492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -2666492.750000 Penalty: 3318.016113
	Iteration 59Q: 3 clusters Score -2666493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2666496.000000 Penalty: 3318.016113
	Iteration 60F: 3 clusters Score -2666496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -2666497.000000 Penalty: 3318.016113
	Iteration 61Q: 3 clusters Score -2666497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2666499.250000 Penalty: 3318.016113
	Iteration 62Q: 3 clusters Score -2666499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -2666507.750000 Penalty: 3318.016113
	Iteration 63Q: 3 clusters Score -2666508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -2666509.000000 Penalty: 3318.016113
	Iteration 64Q: 3 clusters Score -2666509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -2666512.500000 Penalty: 3318.016113
	Iteration 65Q: 3 clusters Score -2666512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2666511.500000 Penalty: 3318.016113
	Iteration 66Q: 3 clusters Score -2666512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2666511.500000 Penalty: 3318.016113
	Iteration 67F: 3 clusters Score -2666512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Entering Unmasked Estep 
Score: -638207.687500 Penalty: 1429.331299
	Iteration 0F: 2 clusters Score -638207.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -633234.062500 Penalty: 2858.662598
	Iteration 0F: 3 clusters Score -633234.1 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -634631.250000 Penalty: 2858.662598
	Iteration 1F: 3 clusters Score -634631.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -634842.500000 Penalty: 2858.662598
	Iteration 2F: 3 clusters Score -634842.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -635029.875000 Penalty: 2858.662598
	Iteration 3F: 3 clusters Score -635029.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -635201.000000 Penalty: 2858.662598
	Iteration 4F: 3 clusters Score -635201 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -635366.500000 Penalty: 2858.662598
	Iteration 5Q: 3 clusters Score -635366.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -635555.250000 Penalty: 2858.662598
	Iteration 6Q: 3 clusters Score -635555.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -635776.937500 Penalty: 2858.662598
	Iteration 7F: 3 clusters Score -635776.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -635996.750000 Penalty: 2858.662598
	Iteration 8Q: 3 clusters Score -635996.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -636213.000000 Penalty: 2858.662598
	Iteration 9Q: 3 clusters Score -636213 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -636415.937500 Penalty: 2858.662598
	Iteration 10Q: 3 clusters Score -636415.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -636614.687500 Penalty: 2858.662598
	Iteration 11Q: 3 clusters Score -636614.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -636763.500000 Penalty: 2858.662598
	Iteration 12Q: 3 clusters Score -636763.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -636884.437500 Penalty: 2858.662598
	Iteration 13Q: 3 clusters Score -636884.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -636972.187500 Penalty: 2858.662598
	Iteration 14Q: 3 clusters Score -636972.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -637038.125000 Penalty: 2858.662598
	Iteration 15Q: 3 clusters Score -637038.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -637091.875000 Penalty: 2858.662598
	Iteration 16Q: 3 clusters Score -637091.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -637129.250000 Penalty: 2858.662598
	Iteration 17Q: 3 clusters Score -637129.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -637154.937500 Penalty: 2858.662598
	Iteration 18Q: 3 clusters Score -637154.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -637179.750000 Penalty: 2858.662598
	Iteration 19Q: 3 clusters Score -637179.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -637198.937500 Penalty: 2858.662598
	Iteration 20F: 3 clusters Score -637198.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -637211.875000 Penalty: 2858.662598
	Iteration 21Q: 3 clusters Score -637211.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -637226.312500 Penalty: 2858.662598
	Iteration 22Q: 3 clusters Score -637226.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -637234.437500 Penalty: 2858.662598
	Iteration 23Q: 3 clusters Score -637234.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -637244.750000 Penalty: 2858.662598
	Iteration 24Q: 3 clusters Score -637244.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -637255.687500 Penalty: 2858.662598
	Iteration 25Q: 3 clusters Score -637255.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -637260.250000 Penalty: 2858.662598
	Iteration 26Q: 3 clusters Score -637260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -637262.937500 Penalty: 2858.662598
	Iteration 27Q: 3 clusters Score -637262.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -637265.562500 Penalty: 2858.662598
	Iteration 28Q: 3 clusters Score -637265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -637268.875000 Penalty: 2858.662598
	Iteration 29Q: 3 clusters Score -637268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -637271.750000 Penalty: 2858.662598
	Iteration 30Q: 3 clusters Score -637271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -637278.625000 Penalty: 2858.662598
	Iteration 31Q: 3 clusters Score -637278.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -637285.187500 Penalty: 2858.662598
	Iteration 32Q: 3 clusters Score -637285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -637286.750000 Penalty: 2858.662598
	Iteration 33Q: 3 clusters Score -637286.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -637289.812500 Penalty: 2858.662598
	Iteration 34Q: 3 clusters Score -637289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -637291.312500 Penalty: 2858.662598
	Iteration 35Q: 3 clusters Score -637291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -637291.437500 Penalty: 2858.662598
	Iteration 36Q: 3 clusters Score -637291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -637291.500000 Penalty: 2858.662598
	Iteration 37Q: 3 clusters Score -637291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -637292.687500 Penalty: 2858.662598
	Iteration 38Q: 3 clusters Score -637292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -637292.500000 Penalty: 2858.662598
	Iteration 39Q: 3 clusters Score -637292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -637292.375000 Penalty: 2858.662598
	Iteration 40F: 3 clusters Score -637292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -637291.937500 Penalty: 2858.662598
	Iteration 41Q: 3 clusters Score -637291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -637291.937500 Penalty: 2858.662598
	Iteration 42F: 3 clusters Score -637291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Entering Unmasked Estep 
Score: -4536478.000000 Penalty: 1743.209595
	Iteration 0F: 2 clusters Score -4536478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4505866.500000 Penalty: 3486.419189
	Iteration 0F: 3 clusters Score -4505866 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4518068.000000 Penalty: 3486.419189
	Iteration 1F: 3 clusters Score -4518068 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -4518393.500000 Penalty: 3486.419189
	Iteration 2Q: 3 clusters Score -4518394 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4518707.000000 Penalty: 3486.419189
	Iteration 3Q: 3 clusters Score -4518707 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -4519059.500000 Penalty: 3486.419189
	Iteration 4Q: 3 clusters Score -4519060 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4519391.000000 Penalty: 3486.419189
	Iteration 5Q: 3 clusters Score -4519391 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -4519825.000000 Penalty: 3486.419189
	Iteration 6Q: 3 clusters Score -4519825 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4520505.500000 Penalty: 3486.419189
	Iteration 7Q: 3 clusters Score -4520506 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -4521510.000000 Penalty: 3486.419189
	Iteration 8Q: 3 clusters Score -4521510 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -4523003.000000 Penalty: 3486.419189
	Iteration 9F: 3 clusters Score -4523003 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4524885.500000 Penalty: 3486.419189
	Iteration 10F: 3 clusters Score -4524886 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4526657.500000 Penalty: 3486.419189
	Iteration 11F: 3 clusters Score -4526658 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4527765.000000 Penalty: 3486.419189
	Iteration 12Q: 3 clusters Score -4527765 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4528377.500000 Penalty: 3486.419189
	Iteration 13Q: 3 clusters Score -4528378 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -4528783.500000 Penalty: 3486.419189
	Iteration 14Q: 3 clusters Score -4528784 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4529207.000000 Penalty: 3486.419189
	Iteration 15Q: 3 clusters Score -4529207 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4529657.500000 Penalty: 3486.419189
	Iteration 16Q: 3 clusters Score -4529658 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4530180.500000 Penalty: 3486.419189
	Iteration 17Q: 3 clusters Score -4530180 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4530736.000000 Penalty: 3486.419189
	Iteration 18Q: 3 clusters Score -4530736 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -4531319.500000 Penalty: 3486.419189
	Iteration 19Q: 3 clusters Score -4531320 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -4531857.000000 Penalty: 3486.419189
	Iteration 20F: 3 clusters Score -4531857 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -4532411.500000 Penalty: 3486.419189
	Iteration 21Q: 3 clusters Score -4532412 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -4532845.000000 Penalty: 3486.419189
	Iteration 22Q: 3 clusters Score -4532845 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4533193.500000 Penalty: 3486.419189
	Iteration 23Q: 3 clusters Score -4533194 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4533502.000000 Penalty: 3486.419189
	Iteration 24Q: 3 clusters Score -4533502 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -4533755.500000 Penalty: 3486.419189
	Iteration 25Q: 3 clusters Score -4533756 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -4533946.500000 Penalty: 3486.419189
	Iteration 26Q: 3 clusters Score -4533946 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -4534138.000000 Penalty: 3486.419189
	Iteration 27Q: 3 clusters Score -4534138 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -4534304.000000 Penalty: 3486.419189
	Iteration 28Q: 3 clusters Score -4534304 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -4534468.000000 Penalty: 3486.419189
	Iteration 29Q: 3 clusters Score -4534468 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -4534572.500000 Penalty: 3486.419189
	Iteration 30Q: 3 clusters Score -4534572 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -4534676.500000 Penalty: 3486.419189
	Iteration 31Q: 3 clusters Score -4534676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -4534749.000000 Penalty: 3486.419189
	Iteration 32Q: 3 clusters Score -4534749 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -4534816.500000 Penalty: 3486.419189
	Iteration 33Q: 3 clusters Score -4534816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -4534883.000000 Penalty: 3486.419189
	Iteration 34Q: 3 clusters Score -4534883 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -4534922.000000 Penalty: 3486.419189
	Iteration 35Q: 3 clusters Score -4534922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -4534954.500000 Penalty: 3486.419189
	Iteration 36Q: 3 clusters Score -4534954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -4534981.000000 Penalty: 3486.419189
	Iteration 37Q: 3 clusters Score -4534981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -4534995.500000 Penalty: 3486.419189
	Iteration 38Q: 3 clusters Score -4534996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -4535013.000000 Penalty: 3486.419189
	Iteration 39Q: 3 clusters Score -4535013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -4535032.000000 Penalty: 3486.419189
	Iteration 40F: 3 clusters Score -4535032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -4535039.000000 Penalty: 3486.419189
	Iteration 41Q: 3 clusters Score -4535039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -4535047.500000 Penalty: 3486.419189
	Iteration 42Q: 3 clusters Score -4535048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -4535054.500000 Penalty: 3486.419189
	Iteration 43Q: 3 clusters Score -4535054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -4535047.500000 Penalty: 3486.419189
	Iteration 44Q: 3 clusters Score -4535048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -4535051.500000 Penalty: 3486.419189
	Iteration 45Q: 3 clusters Score -4535052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4535053.000000 Penalty: 3486.419189
	Iteration 46Q: 3 clusters Score -4535053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -4535053.000000 Penalty: 3486.419189
	Iteration 47Q: 3 clusters Score -4535053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -4535055.000000 Penalty: 3486.419189
	Iteration 48Q: 3 clusters Score -4535055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -4535053.500000 Penalty: 3486.419189
	Iteration 49Q: 3 clusters Score -4535054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -4535055.500000 Penalty: 3486.419189
	Iteration 50Q: 3 clusters Score -4535056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -4535057.500000 Penalty: 3486.419189
	Iteration 51Q: 3 clusters Score -4535058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -4535058.500000 Penalty: 3486.419189
	Iteration 52Q: 3 clusters Score -4535058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -4535061.000000 Penalty: 3486.419189
	Iteration 53Q: 3 clusters Score -4535061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -4535064.500000 Penalty: 3486.419189
	Iteration 54Q: 3 clusters Score -4535064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -4535061.000000 Penalty: 3486.419189
	Iteration 55Q: 3 clusters Score -4535061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -4535061.000000 Penalty: 3486.419189
	Iteration 56Q: 3 clusters Score -4535061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -4535061.000000 Penalty: 3486.419189
	Iteration 57Q: 3 clusters Score -4535061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -4535061.500000 Penalty: 3486.419189
	Iteration 58Q: 3 clusters Score -4535062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -4535059.500000 Penalty: 3486.419189
	Iteration 59Q: 3 clusters Score -4535060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -4535064.000000 Penalty: 3486.419189
	Iteration 60F: 3 clusters Score -4535064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -4535067.000000 Penalty: 3486.419189
	Iteration 61Q: 3 clusters Score -4535067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -4535070.000000 Penalty: 3486.419189
	Iteration 62Q: 3 clusters Score -4535070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -4535071.000000 Penalty: 3486.419189
	Iteration 63Q: 3 clusters Score -4535071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -4535071.500000 Penalty: 3486.419189
	Iteration 64Q: 3 clusters Score -4535072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -4535071.500000 Penalty: 3486.419189
	Iteration 65F: 3 clusters Score -4535072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Entering Unmasked Estep 
Score: -1117012.750000 Penalty: 1531.386841
	Iteration 0F: 2 clusters Score -1117013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1108250.625000 Penalty: 3062.773682
	Iteration 0F: 3 clusters Score -1108251 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1111416.500000 Penalty: 3062.773682
	Iteration 1F: 3 clusters Score -1111416 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1111813.000000 Penalty: 3062.773682
	Iteration 2F: 3 clusters Score -1111813 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1112193.875000 Penalty: 3062.773682
	Iteration 3F: 3 clusters Score -1112194 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1112578.250000 Penalty: 3062.773682
	Iteration 4F: 3 clusters Score -1112578 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1112938.125000 Penalty: 3062.773682
	Iteration 5F: 3 clusters Score -1112938 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1113294.125000 Penalty: 3062.773682
	Iteration 6F: 3 clusters Score -1113294 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1113671.625000 Penalty: 3062.773682
	Iteration 7Q: 3 clusters Score -1113672 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1114012.125000 Penalty: 3062.773682
	Iteration 8Q: 3 clusters Score -1114012 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1114316.250000 Penalty: 3062.773682
	Iteration 9Q: 3 clusters Score -1114316 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1114535.750000 Penalty: 3062.773682
	Iteration 10Q: 3 clusters Score -1114536 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1114657.375000 Penalty: 3062.773682
	Iteration 11Q: 3 clusters Score -1114657 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1114748.500000 Penalty: 3062.773682
	Iteration 12Q: 3 clusters Score -1114748 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1114827.500000 Penalty: 3062.773682
	Iteration 13Q: 3 clusters Score -1114828 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1114892.000000 Penalty: 3062.773682
	Iteration 14Q: 3 clusters Score -1114892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1114935.250000 Penalty: 3062.773682
	Iteration 15Q: 3 clusters Score -1114935 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1114975.625000 Penalty: 3062.773682
	Iteration 16Q: 3 clusters Score -1114976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1115023.125000 Penalty: 3062.773682
	Iteration 17Q: 3 clusters Score -1115023 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1115063.125000 Penalty: 3062.773682
	Iteration 18Q: 3 clusters Score -1115063 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1115101.625000 Penalty: 3062.773682
	Iteration 19Q: 3 clusters Score -1115102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1115131.875000 Penalty: 3062.773682
	Iteration 20F: 3 clusters Score -1115132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1115147.125000 Penalty: 3062.773682
	Iteration 21Q: 3 clusters Score -1115147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1115166.375000 Penalty: 3062.773682
	Iteration 22Q: 3 clusters Score -1115166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1115184.625000 Penalty: 3062.773682
	Iteration 23Q: 3 clusters Score -1115185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1115208.500000 Penalty: 3062.773682
	Iteration 24Q: 3 clusters Score -1115208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1115235.500000 Penalty: 3062.773682
	Iteration 25Q: 3 clusters Score -1115236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1115260.250000 Penalty: 3062.773682
	Iteration 26Q: 3 clusters Score -1115260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1115283.750000 Penalty: 3062.773682
	Iteration 27Q: 3 clusters Score -1115284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1115300.125000 Penalty: 3062.773682
	Iteration 28Q: 3 clusters Score -1115300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1115323.000000 Penalty: 3062.773682
	Iteration 29Q: 3 clusters Score -1115323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1115334.375000 Penalty: 3062.773682
	Iteration 30Q: 3 clusters Score -1115334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1115356.625000 Penalty: 3062.773682
	Iteration 31Q: 3 clusters Score -1115357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1115365.750000 Penalty: 3062.773682
	Iteration 32Q: 3 clusters Score -1115366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1115382.125000 Penalty: 3062.773682
	Iteration 33Q: 3 clusters Score -1115382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1115394.875000 Penalty: 3062.773682
	Iteration 34Q: 3 clusters Score -1115395 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1115404.625000 Penalty: 3062.773682
	Iteration 35Q: 3 clusters Score -1115405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1115420.250000 Penalty: 3062.773682
	Iteration 36Q: 3 clusters Score -1115420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1115439.750000 Penalty: 3062.773682
	Iteration 37Q: 3 clusters Score -1115440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1115452.750000 Penalty: 3062.773682
	Iteration 38Q: 3 clusters Score -1115453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1115473.375000 Penalty: 3062.773682
	Iteration 39Q: 3 clusters Score -1115473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1115494.625000 Penalty: 3062.773682
	Iteration 40F: 3 clusters Score -1115495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1115520.500000 Penalty: 3062.773682
	Iteration 41Q: 3 clusters Score -1115520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1115536.000000 Penalty: 3062.773682
	Iteration 42Q: 3 clusters Score -1115536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1115556.375000 Penalty: 3062.773682
	Iteration 43Q: 3 clusters Score -1115556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1115571.750000 Penalty: 3062.773682
	Iteration 44Q: 3 clusters Score -1115572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1115585.875000 Penalty: 3062.773682
	Iteration 45Q: 3 clusters Score -1115586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1115606.875000 Penalty: 3062.773682
	Iteration 46Q: 3 clusters Score -1115607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1115615.875000 Penalty: 3062.773682
	Iteration 47Q: 3 clusters Score -1115616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1115622.625000 Penalty: 3062.773682
	Iteration 48Q: 3 clusters Score -1115623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1115633.500000 Penalty: 3062.773682
	Iteration 49Q: 3 clusters Score -1115634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1115643.125000 Penalty: 3062.773682
	Iteration 50Q: 3 clusters Score -1115643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1115651.875000 Penalty: 3062.773682
	Iteration 51Q: 3 clusters Score -1115652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1115656.375000 Penalty: 3062.773682
	Iteration 52Q: 3 clusters Score -1115656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1115665.500000 Penalty: 3062.773682
	Iteration 53Q: 3 clusters Score -1115666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1115676.625000 Penalty: 3062.773682
	Iteration 54Q: 3 clusters Score -1115677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1115681.250000 Penalty: 3062.773682
	Iteration 55Q: 3 clusters Score -1115681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1115687.750000 Penalty: 3062.773682
	Iteration 56Q: 3 clusters Score -1115688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1115693.875000 Penalty: 3062.773682
	Iteration 57Q: 3 clusters Score -1115694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1115696.625000 Penalty: 3062.773682
	Iteration 58Q: 3 clusters Score -1115697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1115706.375000 Penalty: 3062.773682
	Iteration 59Q: 3 clusters Score -1115706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1115717.000000 Penalty: 3062.773682
	Iteration 60F: 3 clusters Score -1115717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1115730.250000 Penalty: 3062.773682
	Iteration 61Q: 3 clusters Score -1115730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1115733.750000 Penalty: 3062.773682
	Iteration 62Q: 3 clusters Score -1115734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1115744.750000 Penalty: 3062.773682
	Iteration 63Q: 3 clusters Score -1115745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1115756.625000 Penalty: 3062.773682
	Iteration 64Q: 3 clusters Score -1115757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1115760.000000 Penalty: 3062.773682
	Iteration 65Q: 3 clusters Score -1115760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1115770.000000 Penalty: 3062.773682
	Iteration 66Q: 3 clusters Score -1115770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1115774.500000 Penalty: 3062.773682
	Iteration 67Q: 3 clusters Score -1115774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1115783.125000 Penalty: 3062.773682
	Iteration 68Q: 3 clusters Score -1115783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1115789.000000 Penalty: 3062.773682
	Iteration 69Q: 3 clusters Score -1115789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1115795.500000 Penalty: 3062.773682
	Iteration 70Q: 3 clusters Score -1115796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1115803.375000 Penalty: 3062.773682
	Iteration 71Q: 3 clusters Score -1115803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1115806.000000 Penalty: 3062.773682
	Iteration 72Q: 3 clusters Score -1115806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1115814.000000 Penalty: 3062.773682
	Iteration 73Q: 3 clusters Score -1115814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1115815.875000 Penalty: 3062.773682
	Iteration 74Q: 3 clusters Score -1115816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1115818.625000 Penalty: 3062.773682
	Iteration 75Q: 3 clusters Score -1115819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1115819.500000 Penalty: 3062.773682
	Iteration 76Q: 3 clusters Score -1115820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1115822.250000 Penalty: 3062.773682
	Iteration 77Q: 3 clusters Score -1115822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1115824.000000 Penalty: 3062.773682
	Iteration 78Q: 3 clusters Score -1115824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1115826.750000 Penalty: 3062.773682
	Iteration 79Q: 3 clusters Score -1115827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1115828.625000 Penalty: 3062.773682
	Iteration 80F: 3 clusters Score -1115829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1115832.375000 Penalty: 3062.773682
	Iteration 81Q: 3 clusters Score -1115832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1115831.250000 Penalty: 3062.773682
	Iteration 82Q: 3 clusters Score -1115831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1115832.000000 Penalty: 3062.773682
	Iteration 83Q: 3 clusters Score -1115832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1115832.000000 Penalty: 3062.773682
	Iteration 84F: 3 clusters Score -1115832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Entering Unmasked Estep 
Score: -964827.562500 Penalty: 1496.631470
	Iteration 0F: 2 clusters Score -964827.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -957699.562500 Penalty: 2993.262939
	Iteration 0F: 3 clusters Score -957699.6 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -960129.125000 Penalty: 2993.262939
	Iteration 1F: 3 clusters Score -960129.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -960525.500000 Penalty: 2993.262939
	Iteration 2F: 3 clusters Score -960525.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -960961.562500 Penalty: 2993.262939
	Iteration 3F: 3 clusters Score -960961.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -961458.187500 Penalty: 2993.262939
	Iteration 4F: 3 clusters Score -961458.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -961943.000000 Penalty: 2993.262939
	Iteration 5F: 3 clusters Score -961943 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -962295.250000 Penalty: 2993.262939
	Iteration 6F: 3 clusters Score -962295.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -962508.000000 Penalty: 2993.262939
	Iteration 7Q: 3 clusters Score -962508 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -962659.125000 Penalty: 2993.262939
	Iteration 8Q: 3 clusters Score -962659.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -962744.250000 Penalty: 2993.262939
	Iteration 9Q: 3 clusters Score -962744.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -962808.250000 Penalty: 2993.262939
	Iteration 10Q: 3 clusters Score -962808.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -962856.250000 Penalty: 2993.262939
	Iteration 11Q: 3 clusters Score -962856.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -962897.312500 Penalty: 2993.262939
	Iteration 12Q: 3 clusters Score -962897.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -962925.625000 Penalty: 2993.262939
	Iteration 13Q: 3 clusters Score -962925.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -962951.375000 Penalty: 2993.262939
	Iteration 14Q: 3 clusters Score -962951.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -962974.812500 Penalty: 2993.262939
	Iteration 15Q: 3 clusters Score -962974.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -962987.750000 Penalty: 2993.262939
	Iteration 16Q: 3 clusters Score -962987.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -963000.937500 Penalty: 2993.262939
	Iteration 17Q: 3 clusters Score -963000.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -963010.375000 Penalty: 2993.262939
	Iteration 18Q: 3 clusters Score -963010.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -963023.125000 Penalty: 2993.262939
	Iteration 19Q: 3 clusters Score -963023.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -963037.750000 Penalty: 2993.262939
	Iteration 20F: 3 clusters Score -963037.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -963047.062500 Penalty: 2993.262939
	Iteration 21Q: 3 clusters Score -963047.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -963056.562500 Penalty: 2993.262939
	Iteration 22Q: 3 clusters Score -963056.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -963067.687500 Penalty: 2993.262939
	Iteration 23Q: 3 clusters Score -963067.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -963078.875000 Penalty: 2993.262939
	Iteration 24Q: 3 clusters Score -963078.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -963093.000000 Penalty: 2993.262939
	Iteration 25Q: 3 clusters Score -963093 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -963110.000000 Penalty: 2993.262939
	Iteration 26Q: 3 clusters Score -963110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -963126.250000 Penalty: 2993.262939
	Iteration 27Q: 3 clusters Score -963126.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -963141.750000 Penalty: 2993.262939
	Iteration 28Q: 3 clusters Score -963141.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -963157.750000 Penalty: 2993.262939
	Iteration 29Q: 3 clusters Score -963157.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -963168.062500 Penalty: 2993.262939
	Iteration 30Q: 3 clusters Score -963168.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -963177.625000 Penalty: 2993.262939
	Iteration 31Q: 3 clusters Score -963177.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -963192.937500 Penalty: 2993.262939
	Iteration 32Q: 3 clusters Score -963192.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -963206.687500 Penalty: 2993.262939
	Iteration 33Q: 3 clusters Score -963206.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -963216.625000 Penalty: 2993.262939
	Iteration 34Q: 3 clusters Score -963216.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -963229.437500 Penalty: 2993.262939
	Iteration 35Q: 3 clusters Score -963229.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -963238.312500 Penalty: 2993.262939
	Iteration 36Q: 3 clusters Score -963238.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -963246.625000 Penalty: 2993.262939
	Iteration 37Q: 3 clusters Score -963246.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -963254.000000 Penalty: 2993.262939
	Iteration 38Q: 3 clusters Score -963254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -963260.875000 Penalty: 2993.262939
	Iteration 39Q: 3 clusters Score -963260.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -963267.125000 Penalty: 2993.262939
	Iteration 40F: 3 clusters Score -963267.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -963274.312500 Penalty: 2993.262939
	Iteration 41Q: 3 clusters Score -963274.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -963281.687500 Penalty: 2993.262939
	Iteration 42Q: 3 clusters Score -963281.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -963290.937500 Penalty: 2993.262939
	Iteration 43Q: 3 clusters Score -963290.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -963299.250000 Penalty: 2993.262939
	Iteration 44Q: 3 clusters Score -963299.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -963308.875000 Penalty: 2993.262939
	Iteration 45Q: 3 clusters Score -963308.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -963312.125000 Penalty: 2993.262939
	Iteration 46Q: 3 clusters Score -963312.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -963321.250000 Penalty: 2993.262939
	Iteration 47Q: 3 clusters Score -963321.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -963329.500000 Penalty: 2993.262939
	Iteration 48Q: 3 clusters Score -963329.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -963338.687500 Penalty: 2993.262939
	Iteration 49Q: 3 clusters Score -963338.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -963344.750000 Penalty: 2993.262939
	Iteration 50Q: 3 clusters Score -963344.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -963351.937500 Penalty: 2993.262939
	Iteration 51Q: 3 clusters Score -963351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -963354.812500 Penalty: 2993.262939
	Iteration 52Q: 3 clusters Score -963354.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -963356.375000 Penalty: 2993.262939
	Iteration 53Q: 3 clusters Score -963356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -963358.687500 Penalty: 2993.262939
	Iteration 54Q: 3 clusters Score -963358.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -963362.062500 Penalty: 2993.262939
	Iteration 55Q: 3 clusters Score -963362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -963361.875000 Penalty: 2993.262939
	Iteration 56Q: 3 clusters Score -963361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -963366.375000 Penalty: 2993.262939
	Iteration 57Q: 3 clusters Score -963366.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -963366.875000 Penalty: 2993.262939
	Iteration 58Q: 3 clusters Score -963366.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -963370.125000 Penalty: 2993.262939
	Iteration 59Q: 3 clusters Score -963370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -963372.250000 Penalty: 2993.262939
	Iteration 60F: 3 clusters Score -963372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -963374.812500 Penalty: 2993.262939
	Iteration 61Q: 3 clusters Score -963374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -963376.875000 Penalty: 2993.262939
	Iteration 62Q: 3 clusters Score -963376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -963379.312500 Penalty: 2993.262939
	Iteration 63Q: 3 clusters Score -963379.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -963381.687500 Penalty: 2993.262939
	Iteration 64Q: 3 clusters Score -963381.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -963385.187500 Penalty: 2993.262939
	Iteration 65Q: 3 clusters Score -963385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -963392.562500 Penalty: 2993.262939
	Iteration 66Q: 3 clusters Score -963392.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -963397.687500 Penalty: 2993.262939
	Iteration 67Q: 3 clusters Score -963397.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -963400.562500 Penalty: 2993.262939
	Iteration 68Q: 3 clusters Score -963400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -963406.687500 Penalty: 2993.262939
	Iteration 69Q: 3 clusters Score -963406.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -963410.750000 Penalty: 2993.262939
	Iteration 70Q: 3 clusters Score -963410.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -963416.437500 Penalty: 2993.262939
	Iteration 71Q: 3 clusters Score -963416.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -963422.562500 Penalty: 2993.262939
	Iteration 72Q: 3 clusters Score -963422.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -963428.812500 Penalty: 2993.262939
	Iteration 73Q: 3 clusters Score -963428.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -963435.250000 Penalty: 2993.262939
	Iteration 74Q: 3 clusters Score -963435.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -963441.125000 Penalty: 2993.262939
	Iteration 75Q: 3 clusters Score -963441.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -963445.312500 Penalty: 2993.262939
	Iteration 76Q: 3 clusters Score -963445.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -963453.000000 Penalty: 2993.262939
	Iteration 77Q: 3 clusters Score -963453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -963462.750000 Penalty: 2993.262939
	Iteration 78Q: 3 clusters Score -963462.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -963470.937500 Penalty: 2993.262939
	Iteration 79Q: 3 clusters Score -963470.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -963475.437500 Penalty: 2993.262939
	Iteration 80F: 3 clusters Score -963475.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -963484.500000 Penalty: 2993.262939
	Iteration 81Q: 3 clusters Score -963484.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -963496.937500 Penalty: 2993.262939
	Iteration 82Q: 3 clusters Score -963496.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -963507.187500 Penalty: 2993.262939
	Iteration 83Q: 3 clusters Score -963507.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -963516.312500 Penalty: 2993.262939
	Iteration 84Q: 3 clusters Score -963516.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -963522.062500 Penalty: 2993.262939
	Iteration 85Q: 3 clusters Score -963522.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -963526.500000 Penalty: 2993.262939
	Iteration 86Q: 3 clusters Score -963526.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -963535.562500 Penalty: 2993.262939
	Iteration 87Q: 3 clusters Score -963535.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -963555.000000 Penalty: 2993.262939
	Iteration 88Q: 3 clusters Score -963555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -963566.000000 Penalty: 2993.262939
	Iteration 89Q: 3 clusters Score -963566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -963575.250000 Penalty: 2993.262939
	Iteration 90Q: 3 clusters Score -963575.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -963583.687500 Penalty: 2993.262939
	Iteration 91Q: 3 clusters Score -963583.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -963592.000000 Penalty: 2993.262939
	Iteration 92Q: 3 clusters Score -963592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -963597.437500 Penalty: 2993.262939
	Iteration 93Q: 3 clusters Score -963597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -963602.687500 Penalty: 2993.262939
	Iteration 94Q: 3 clusters Score -963602.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -963608.437500 Penalty: 2993.262939
	Iteration 95Q: 3 clusters Score -963608.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -963612.375000 Penalty: 2993.262939
	Iteration 96Q: 3 clusters Score -963612.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -963615.625000 Penalty: 2993.262939
	Iteration 97Q: 3 clusters Score -963615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -963623.812500 Penalty: 2993.262939
	Iteration 98Q: 3 clusters Score -963623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -963627.187500 Penalty: 2993.262939
	Iteration 99Q: 3 clusters Score -963627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -963631.375000 Penalty: 2993.262939
	Iteration 100F: 3 clusters Score -963631.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -963631.437500 Penalty: 2993.262939
	Iteration 101Q: 3 clusters Score -963631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -963632.750000 Penalty: 2993.262939
	Iteration 102Q: 3 clusters Score -963632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -963635.687500 Penalty: 2993.262939
	Iteration 103Q: 3 clusters Score -963635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -963636.000000 Penalty: 2993.262939
	Iteration 104Q: 3 clusters Score -963636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -963639.812500 Penalty: 2993.262939
	Iteration 105Q: 3 clusters Score -963639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -963641.812500 Penalty: 2993.262939
	Iteration 106Q: 3 clusters Score -963641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -963643.187500 Penalty: 2993.262939
	Iteration 107Q: 3 clusters Score -963643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -963644.250000 Penalty: 2993.262939
	Iteration 108Q: 3 clusters Score -963644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -963644.062500 Penalty: 2993.262939
	Iteration 109Q: 3 clusters Score -963644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -963644.375000 Penalty: 2993.262939
	Iteration 110Q: 3 clusters Score -963644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -963644.937500 Penalty: 2993.262939
	Iteration 111Q: 3 clusters Score -963644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -963644.875000 Penalty: 2993.262939
	Iteration 112Q: 3 clusters Score -963644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -963645.437500 Penalty: 2993.262939
	Iteration 113Q: 3 clusters Score -963645.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -963645.437500 Penalty: 2993.262939
	Iteration 114F: 3 clusters Score -963645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -471750.875000 Penalty: 1375.606079
	Iteration 0F: 2 clusters Score -471750.9 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 2356 members 
Entering Unmasked Estep 
Score: -467941.843750 Penalty: 2751.212158
	Iteration 0F: 3 clusters Score -467941.8 nChanged 1910
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: -468991.250000 Penalty: 2751.212158
	Iteration 1F: 3 clusters Score -468991.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -469224.343750 Penalty: 2751.212158
	Iteration 2F: 3 clusters Score -469224.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -469414.812500 Penalty: 2751.212158
	Iteration 3F: 3 clusters Score -469414.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -469544.531250 Penalty: 2751.212158
	Iteration 4F: 3 clusters Score -469544.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -469675.218750 Penalty: 2751.212158
	Iteration 5Q: 3 clusters Score -469675.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469797.375000 Penalty: 2751.212158
	Iteration 6Q: 3 clusters Score -469797.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -469915.531250 Penalty: 2751.212158
	Iteration 7Q: 3 clusters Score -469915.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -470006.968750 Penalty: 2751.212158
	Iteration 8Q: 3 clusters Score -470007 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -470099.187500 Penalty: 2751.212158
	Iteration 9Q: 3 clusters Score -470099.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -470177.062500 Penalty: 2751.212158
	Iteration 10Q: 3 clusters Score -470177.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -470239.406250 Penalty: 2751.212158
	Iteration 11Q: 3 clusters Score -470239.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -470273.093750 Penalty: 2751.212158
	Iteration 12Q: 3 clusters Score -470273.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -470308.125000 Penalty: 2751.212158
	Iteration 13Q: 3 clusters Score -470308.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -470339.562500 Penalty: 2751.212158
	Iteration 14Q: 3 clusters Score -470339.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -470363.375000 Penalty: 2751.212158
	Iteration 15Q: 3 clusters Score -470363.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -470386.281250 Penalty: 2751.212158
	Iteration 16Q: 3 clusters Score -470386.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -470400.187500 Penalty: 2751.212158
	Iteration 17Q: 3 clusters Score -470400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -470410.187500 Penalty: 2751.212158
	Iteration 18Q: 3 clusters Score -470410.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -470415.718750 Penalty: 2751.212158
	Iteration 19Q: 3 clusters Score -470415.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -470422.250000 Penalty: 2751.212158
	Iteration 20F: 3 clusters Score -470422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -470428.593750 Penalty: 2751.212158
	Iteration 21Q: 3 clusters Score -470428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -470431.781250 Penalty: 2751.212158
	Iteration 22Q: 3 clusters Score -470431.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -470433.750000 Penalty: 2751.212158
	Iteration 23Q: 3 clusters Score -470433.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -470435.875000 Penalty: 2751.212158
	Iteration 24Q: 3 clusters Score -470435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -470437.625000 Penalty: 2751.212158
	Iteration 25Q: 3 clusters Score -470437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -470439.625000 Penalty: 2751.212158
	Iteration 26Q: 3 clusters Score -470439.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -470441.812500 Penalty: 2751.212158
	Iteration 27Q: 3 clusters Score -470441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -470442.750000 Penalty: 2751.212158
	Iteration 28Q: 3 clusters Score -470442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -470443.281250 Penalty: 2751.212158
	Iteration 29Q: 3 clusters Score -470443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -470443.437500 Penalty: 2751.212158
	Iteration 30Q: 3 clusters Score -470443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -470444.406250 Penalty: 2751.212158
	Iteration 31Q: 3 clusters Score -470444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470444.218750 Penalty: 2751.212158
	Iteration 32Q: 3 clusters Score -470444.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -470444.218750 Penalty: 2751.212158
	Iteration 33F: 3 clusters Score -470444.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -177177.421875 Penalty: 1217.029541
	Iteration 0F: 2 clusters Score -177177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -175261.234375 Penalty: 2434.059082
	Iteration 0F: 3 clusters Score -175261.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -175651.328125 Penalty: 2434.059082
	Iteration 1F: 3 clusters Score -175651.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -175731.734375 Penalty: 2434.059082
	Iteration 2F: 3 clusters Score -175731.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -175766.453125 Penalty: 2434.059082
	Iteration 3Q: 3 clusters Score -175766.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175794.609375 Penalty: 2434.059082
	Iteration 4Q: 3 clusters Score -175794.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -175814.500000 Penalty: 2434.059082
	Iteration 5Q: 3 clusters Score -175814.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -175826.000000 Penalty: 2434.059082
	Iteration 6Q: 3 clusters Score -175826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175837.375000 Penalty: 2434.059082
	Iteration 7Q: 3 clusters Score -175837.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -175853.828125 Penalty: 2434.059082
	Iteration 8Q: 3 clusters Score -175853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -175861.812500 Penalty: 2434.059082
	Iteration 9Q: 3 clusters Score -175861.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -175868.000000 Penalty: 2434.059082
	Iteration 10Q: 3 clusters Score -175868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -175874.140625 Penalty: 2434.059082
	Iteration 11Q: 3 clusters Score -175874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175879.562500 Penalty: 2434.059082
	Iteration 12Q: 3 clusters Score -175879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -175884.046875 Penalty: 2434.059082
	Iteration 13Q: 3 clusters Score -175884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175887.671875 Penalty: 2434.059082
	Iteration 14Q: 3 clusters Score -175887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -175893.078125 Penalty: 2434.059082
	Iteration 15Q: 3 clusters Score -175893.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -175896.984375 Penalty: 2434.059082
	Iteration 16Q: 3 clusters Score -175897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -175900.765625 Penalty: 2434.059082
	Iteration 17Q: 3 clusters Score -175900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175904.937500 Penalty: 2434.059082
	Iteration 18Q: 3 clusters Score -175904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -175908.015625 Penalty: 2434.059082
	Iteration 19Q: 3 clusters Score -175908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -175910.718750 Penalty: 2434.059082
	Iteration 20F: 3 clusters Score -175910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -175912.328125 Penalty: 2434.059082
	Iteration 21Q: 3 clusters Score -175912.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -175914.453125 Penalty: 2434.059082
	Iteration 22Q: 3 clusters Score -175914.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -175918.281250 Penalty: 2434.059082
	Iteration 23Q: 3 clusters Score -175918.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175924.875000 Penalty: 2434.059082
	Iteration 24Q: 3 clusters Score -175924.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -175935.093750 Penalty: 2434.059082
	Iteration 25Q: 3 clusters Score -175935.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -175946.328125 Penalty: 2434.059082
	Iteration 26Q: 3 clusters Score -175946.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -175956.046875 Penalty: 2434.059082
	Iteration 27Q: 3 clusters Score -175956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -175960.343750 Penalty: 2434.059082
	Iteration 28Q: 3 clusters Score -175960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -175961.859375 Penalty: 2434.059082
	Iteration 29Q: 3 clusters Score -175961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -175964.609375 Penalty: 2434.059082
	Iteration 30Q: 3 clusters Score -175964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -175965.984375 Penalty: 2434.059082
	Iteration 31Q: 3 clusters Score -175966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -175967.921875 Penalty: 2434.059082
	Iteration 32Q: 3 clusters Score -175967.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -175969.359375 Penalty: 2434.059082
	Iteration 33Q: 3 clusters Score -175969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -175971.578125 Penalty: 2434.059082
	Iteration 34Q: 3 clusters Score -175971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -175973.593750 Penalty: 2434.059082
	Iteration 35Q: 3 clusters Score -175973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -175976.453125 Penalty: 2434.059082
	Iteration 36Q: 3 clusters Score -175976.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -175979.562500 Penalty: 2434.059082
	Iteration 37Q: 3 clusters Score -175979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -175982.921875 Penalty: 2434.059082
	Iteration 38Q: 3 clusters Score -175982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175986.812500 Penalty: 2434.059082
	Iteration 39Q: 3 clusters Score -175986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -175988.015625 Penalty: 2434.059082
	Iteration 40F: 3 clusters Score -175988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Entering Unmasked Estep 
Score: -286101.843750 Penalty: 1302.544312
	Iteration 0F: 2 clusters Score -286101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -283383.781250 Penalty: 2605.088623
	Iteration 0F: 3 clusters Score -283383.8 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -284087.406250 Penalty: 2605.088623
	Iteration 1F: 3 clusters Score -284087.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -284264.937500 Penalty: 2605.088623
	Iteration 2F: 3 clusters Score -284264.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -284394.625000 Penalty: 2605.088623
	Iteration 3F: 3 clusters Score -284394.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -284528.281250 Penalty: 2605.088623
	Iteration 4F: 3 clusters Score -284528.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -284648.906250 Penalty: 2605.088623
	Iteration 5Q: 3 clusters Score -284648.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -284772.031250 Penalty: 2605.088623
	Iteration 6Q: 3 clusters Score -284772 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -284889.687500 Penalty: 2605.088623
	Iteration 7Q: 3 clusters Score -284889.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -284971.218750 Penalty: 2605.088623
	Iteration 8Q: 3 clusters Score -284971.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -285032.375000 Penalty: 2605.088623
	Iteration 9Q: 3 clusters Score -285032.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -285079.125000 Penalty: 2605.088623
	Iteration 10Q: 3 clusters Score -285079.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -285103.562500 Penalty: 2605.088623
	Iteration 11Q: 3 clusters Score -285103.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -285116.281250 Penalty: 2605.088623
	Iteration 12Q: 3 clusters Score -285116.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -285121.500000 Penalty: 2605.088623
	Iteration 13Q: 3 clusters Score -285121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -285124.031250 Penalty: 2605.088623
	Iteration 14Q: 3 clusters Score -285124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -285128.937500 Penalty: 2605.088623
	Iteration 15Q: 3 clusters Score -285128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -285133.562500 Penalty: 2605.088623
	Iteration 16Q: 3 clusters Score -285133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -285137.093750 Penalty: 2605.088623
	Iteration 17Q: 3 clusters Score -285137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -285140.406250 Penalty: 2605.088623
	Iteration 18Q: 3 clusters Score -285140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -285142.062500 Penalty: 2605.088623
	Iteration 19Q: 3 clusters Score -285142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285142.875000 Penalty: 2605.088623
	Iteration 20F: 3 clusters Score -285142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285143.625000 Penalty: 2605.088623
	Iteration 21Q: 3 clusters Score -285143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -285144.062500 Penalty: 2605.088623
	Iteration 22Q: 3 clusters Score -285144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -285144.750000 Penalty: 2605.088623
	Iteration 23Q: 3 clusters Score -285144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -285145.062500 Penalty: 2605.088623
	Iteration 24Q: 3 clusters Score -285145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -285145.062500 Penalty: 2605.088623
	Iteration 25F: 3 clusters Score -285145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -124750.156250 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -124750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -123131.039062 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -123131 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -123512.937500 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -123512.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -123664.500000 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -123664.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -123838.359375 Penalty: 2346.621338
	Iteration 3F: 3 clusters Score -123838.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -124017.117188 Penalty: 2346.621338
	Iteration 4F: 3 clusters Score -124017.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -124158.312500 Penalty: 2346.621338
	Iteration 5F: 3 clusters Score -124158.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -124251.796875 Penalty: 2346.621338
	Iteration 6Q: 3 clusters Score -124251.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -124312.164062 Penalty: 2346.621338
	Iteration 7Q: 3 clusters Score -124312.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -124354.585938 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -124354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -124425.312500 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -124425.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -124446.812500 Penalty: 2346.621338
	Iteration 10Q: 3 clusters Score -124446.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -124462.687500 Penalty: 2346.621338
	Iteration 11Q: 3 clusters Score -124462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -124476.156250 Penalty: 2346.621338
	Iteration 12Q: 3 clusters Score -124476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -124494.679688 Penalty: 2346.621338
	Iteration 13Q: 3 clusters Score -124494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -124551.351562 Penalty: 2346.621338
	Iteration 14Q: 3 clusters Score -124551.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -124601.789062 Penalty: 2346.621338
	Iteration 15Q: 3 clusters Score -124601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -124616.257812 Penalty: 2346.621338
	Iteration 16Q: 3 clusters Score -124616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -124622.226562 Penalty: 2346.621338
	Iteration 17Q: 3 clusters Score -124622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -124627.117188 Penalty: 2346.621338
	Iteration 18Q: 3 clusters Score -124627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -124629.242188 Penalty: 2346.621338
	Iteration 19Q: 3 clusters Score -124629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -124631.148438 Penalty: 2346.621338
	Iteration 20F: 3 clusters Score -124631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -124634.187500 Penalty: 2346.621338
	Iteration 21Q: 3 clusters Score -124634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -124637.148438 Penalty: 2346.621338
	Iteration 22Q: 3 clusters Score -124637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -124644.140625 Penalty: 2346.621338
	Iteration 23Q: 3 clusters Score -124644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -124653.804688 Penalty: 2346.621338
	Iteration 24Q: 3 clusters Score -124653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -124666.445312 Penalty: 2346.621338
	Iteration 25Q: 3 clusters Score -124666.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -124682.476562 Penalty: 2346.621338
	Iteration 26Q: 3 clusters Score -124682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -124695.695312 Penalty: 2346.621338
	Iteration 27Q: 3 clusters Score -124695.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -124708.953125 Penalty: 2346.621338
	Iteration 28Q: 3 clusters Score -124709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -124716.531250 Penalty: 2346.621338
	Iteration 29Q: 3 clusters Score -124716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -124720.726562 Penalty: 2346.621338
	Iteration 30Q: 3 clusters Score -124720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -124724.359375 Penalty: 2346.621338
	Iteration 31Q: 3 clusters Score -124724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -124726.570312 Penalty: 2346.621338
	Iteration 32Q: 3 clusters Score -124726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -124727.210938 Penalty: 2346.621338
	Iteration 33Q: 3 clusters Score -124727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -124728.750000 Penalty: 2346.621338
	Iteration 34Q: 3 clusters Score -124728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -124729.914062 Penalty: 2346.621338
	Iteration 35Q: 3 clusters Score -124729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -124729.914062 Penalty: 2346.621338
	Iteration 36F: 3 clusters Score -124729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (62336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Entering Unmasked Estep 
Score: -6179372.500000 Penalty: 1794.047852
	Iteration 0F: 2 clusters Score -6179372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -6137808.500000 Penalty: 3588.095703
	Iteration 0F: 3 clusters Score -6137808 nChanged 29401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -6155010.000000 Penalty: 3588.095703
	Iteration 1F: 3 clusters Score -6155010 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -6155698.000000 Penalty: 3588.095703
	Iteration 2Q: 3 clusters Score -6155698 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -6156398.500000 Penalty: 3588.095703
	Iteration 3Q: 3 clusters Score -6156398 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -6157258.500000 Penalty: 3588.095703
	Iteration 4Q: 3 clusters Score -6157258 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6158348.500000 Penalty: 3588.095703
	Iteration 5Q: 3 clusters Score -6158348 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -6159761.000000 Penalty: 3588.095703
	Iteration 6F: 3 clusters Score -6159761 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -6161730.500000 Penalty: 3588.095703
	Iteration 7F: 3 clusters Score -6161730 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -6164230.500000 Penalty: 3588.095703
	Iteration 8F: 3 clusters Score -6164230 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -6167475.000000 Penalty: 3588.095703
	Iteration 9F: 3 clusters Score -6167475 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -6170986.500000 Penalty: 3588.095703
	Iteration 10F: 3 clusters Score -6170986 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6173966.000000 Penalty: 3588.095703
	Iteration 11F: 3 clusters Score -6173966 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6176036.500000 Penalty: 3588.095703
	Iteration 12Q: 3 clusters Score -6176036 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6177372.000000 Penalty: 3588.095703
	Iteration 13Q: 3 clusters Score -6177372 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6177957.000000 Penalty: 3588.095703
	Iteration 14Q: 3 clusters Score -6177957 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6178183.500000 Penalty: 3588.095703
	Iteration 15Q: 3 clusters Score -6178184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6178289.000000 Penalty: 3588.095703
	Iteration 16Q: 3 clusters Score -6178289 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6178355.500000 Penalty: 3588.095703
	Iteration 17Q: 3 clusters Score -6178356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6178398.500000 Penalty: 3588.095703
	Iteration 18Q: 3 clusters Score -6178398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6178420.500000 Penalty: 3588.095703
	Iteration 19Q: 3 clusters Score -6178420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6178442.500000 Penalty: 3588.095703
	Iteration 20F: 3 clusters Score -6178442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6178441.000000 Penalty: 3588.095703
	Iteration 21Q: 3 clusters Score -6178441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6178457.500000 Penalty: 3588.095703
	Iteration 22Q: 3 clusters Score -6178458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6178454.500000 Penalty: 3588.095703
	Iteration 23Q: 3 clusters Score -6178454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6178456.000000 Penalty: 3588.095703
	Iteration 24Q: 3 clusters Score -6178456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6178458.000000 Penalty: 3588.095703
	Iteration 25Q: 3 clusters Score -6178458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6178464.000000 Penalty: 3588.095703
	Iteration 26Q: 3 clusters Score -6178464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6178463.500000 Penalty: 3588.095703
	Iteration 27Q: 3 clusters Score -6178464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6178471.500000 Penalty: 3588.095703
	Iteration 28Q: 3 clusters Score -6178472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6178474.000000 Penalty: 3588.095703
	Iteration 29Q: 3 clusters Score -6178474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6178473.500000 Penalty: 3588.095703
	Iteration 30Q: 3 clusters Score -6178474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6178471.500000 Penalty: 3588.095703
	Iteration 31Q: 3 clusters Score -6178472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6178474.500000 Penalty: 3588.095703
	Iteration 32Q: 3 clusters Score -6178474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6178472.000000 Penalty: 3588.095703
	Iteration 33Q: 3 clusters Score -6178472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6178470.000000 Penalty: 3588.095703
	Iteration 34Q: 3 clusters Score -6178470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6178468.000000 Penalty: 3588.095703
	Iteration 35Q: 3 clusters Score -6178468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6178472.500000 Penalty: 3588.095703
	Iteration 36Q: 3 clusters Score -6178472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6178477.000000 Penalty: 3588.095703
	Iteration 37Q: 3 clusters Score -6178477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6178476.000000 Penalty: 3588.095703
	Iteration 38Q: 3 clusters Score -6178476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6178477.500000 Penalty: 3588.095703
	Iteration 39Q: 3 clusters Score -6178478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6178477.500000 Penalty: 3588.095703
	Iteration 40F: 3 clusters Score -6178478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6178473.000000 Penalty: 3588.095703
	Iteration 41Q: 3 clusters Score -6178473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61382 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6178467.000000 Penalty: 3588.095703
	Iteration 42Q: 3 clusters Score -6178467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6178467.500000 Penalty: 3588.095703
	Iteration 43Q: 3 clusters Score -6178468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6178480.500000 Penalty: 3588.095703
	Iteration 44Q: 3 clusters Score -6178480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6178482.500000 Penalty: 3588.095703
	Iteration 45Q: 3 clusters Score -6178482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6178481.000000 Penalty: 3588.095703
	Iteration 46Q: 3 clusters Score -6178481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6178482.500000 Penalty: 3588.095703
	Iteration 47Q: 3 clusters Score -6178482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6178484.000000 Penalty: 3588.095703
	Iteration 48Q: 3 clusters Score -6178484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6178495.000000 Penalty: 3588.095703
	Iteration 49Q: 3 clusters Score -6178495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6178496.500000 Penalty: 3588.095703
	Iteration 50Q: 3 clusters Score -6178496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6178497.000000 Penalty: 3588.095703
	Iteration 51Q: 3 clusters Score -6178497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6178496.000000 Penalty: 3588.095703
	Iteration 52Q: 3 clusters Score -6178496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6178492.000000 Penalty: 3588.095703
	Iteration 53Q: 3 clusters Score -6178492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6178493.000000 Penalty: 3588.095703
	Iteration 54Q: 3 clusters Score -6178493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61404 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6178493.000000 Penalty: 3588.095703
	Iteration 55F: 3 clusters Score -6178493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (123949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123949 members 
Entering Unmasked Estep 
Score: -12297169.000000 Penalty: 1905.739258
	Iteration 0F: 2 clusters Score -1.229717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -12215434.000000 Penalty: 3811.478516
	Iteration 0F: 3 clusters Score -1.221543e+07 nChanged 59498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -12250374.000000 Penalty: 3811.478516
	Iteration 1F: 3 clusters Score -1.225037e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -12251355.000000 Penalty: 3811.478516
	Iteration 2Q: 3 clusters Score -1.225136e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -12252703.000000 Penalty: 3811.478516
	Iteration 3Q: 3 clusters Score -1.22527e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -12254845.000000 Penalty: 3811.478516
	Iteration 4Q: 3 clusters Score -1.225484e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -12258516.000000 Penalty: 3811.478516
	Iteration 5F: 3 clusters Score -1.225852e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -12264178.000000 Penalty: 3811.478516
	Iteration 6F: 3 clusters Score -1.226418e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -12271646.000000 Penalty: 3811.478516
	Iteration 7F: 3 clusters Score -1.227165e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -12279201.000000 Penalty: 3811.478516
	Iteration 8F: 3 clusters Score -1.22792e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -12284634.000000 Penalty: 3811.478516
	Iteration 9F: 3 clusters Score -1.228463e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -12288062.000000 Penalty: 3811.478516
	Iteration 10Q: 3 clusters Score -1.228806e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 112378 members 
Entering Unmasked Estep 
Score: -12290058.000000 Penalty: 3811.478516
	Iteration 11Q: 3 clusters Score -1.229006e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -12291396.000000 Penalty: 3811.478516
	Iteration 12Q: 3 clusters Score -1.22914e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 116036 members 
Entering Unmasked Estep 
Score: -12292398.000000 Penalty: 3811.478516
	Iteration 13Q: 3 clusters Score -1.22924e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -12293034.000000 Penalty: 3811.478516
	Iteration 14Q: 3 clusters Score -1.229303e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 118286 members 
Entering Unmasked Estep 
Score: -12293527.000000 Penalty: 3811.478516
	Iteration 15Q: 3 clusters Score -1.229353e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 119113 members 
Entering Unmasked Estep 
Score: -12293994.000000 Penalty: 3811.478516
	Iteration 16Q: 3 clusters Score -1.229399e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -12294352.000000 Penalty: 3811.478516
	Iteration 17Q: 3 clusters Score -1.229435e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 120310 members 
Entering Unmasked Estep 
Score: -12294607.000000 Penalty: 3811.478516
	Iteration 18Q: 3 clusters Score -1.229461e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 120765 members 
Entering Unmasked Estep 
Score: -12294793.000000 Penalty: 3811.478516
	Iteration 19Q: 3 clusters Score -1.229479e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 121124 members 
Entering Unmasked Estep 
Score: -12294990.000000 Penalty: 3811.478516
	Iteration 20F: 3 clusters Score -1.229499e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 121428 members 
Entering Unmasked Estep 
Score: -12295120.000000 Penalty: 3811.478516
	Iteration 21Q: 3 clusters Score -1.229512e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 121680 members 
Entering Unmasked Estep 
Score: -12295223.000000 Penalty: 3811.478516
	Iteration 22Q: 3 clusters Score -1.229522e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 121869 members 
Entering Unmasked Estep 
Score: -12295245.000000 Penalty: 3811.478516
	Iteration 23Q: 3 clusters Score -1.229524e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 122028 members 
Entering Unmasked Estep 
Score: -12295323.000000 Penalty: 3811.478516
	Iteration 24Q: 3 clusters Score -1.229532e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 122165 members 
Entering Unmasked Estep 
Score: -12295381.000000 Penalty: 3811.478516
	Iteration 25Q: 3 clusters Score -1.229538e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 122293 members 
Entering Unmasked Estep 
Score: -12295402.000000 Penalty: 3811.478516
	Iteration 26Q: 3 clusters Score -1.22954e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 122379 members 
Entering Unmasked Estep 
Score: -12295436.000000 Penalty: 3811.478516
	Iteration 27Q: 3 clusters Score -1.229544e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -12295470.000000 Penalty: 3811.478516
	Iteration 28Q: 3 clusters Score -1.229547e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 122501 members 
Entering Unmasked Estep 
Score: -12295497.000000 Penalty: 3811.478516
	Iteration 29Q: 3 clusters Score -1.22955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 122557 members 
Entering Unmasked Estep 
Score: -12295519.000000 Penalty: 3811.478516
	Iteration 30Q: 3 clusters Score -1.229552e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 122599 members 
Entering Unmasked Estep 
Score: -12295549.000000 Penalty: 3811.478516
	Iteration 31Q: 3 clusters Score -1.229555e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 122639 members 
Entering Unmasked Estep 
Score: -12295576.000000 Penalty: 3811.478516
	Iteration 32Q: 3 clusters Score -1.229558e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -12295565.000000 Penalty: 3811.478516
	Iteration 33Q: 3 clusters Score -1.229556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -12295563.000000 Penalty: 3811.478516
	Iteration 34Q: 3 clusters Score -1.229556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -12295575.000000 Penalty: 3811.478516
	Iteration 35Q: 3 clusters Score -1.229558e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 122778 members 
Entering Unmasked Estep 
Score: -12295568.000000 Penalty: 3811.478516
	Iteration 36Q: 3 clusters Score -1.229557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -12295563.000000 Penalty: 3811.478516
	Iteration 37Q: 3 clusters Score -1.229556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -12295571.000000 Penalty: 3811.478516
	Iteration 38Q: 3 clusters Score -1.229557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -12295562.000000 Penalty: 3811.478516
	Iteration 39Q: 3 clusters Score -1.229556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -12295588.000000 Penalty: 3811.478516
	Iteration 40F: 3 clusters Score -1.229559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 122844 members 
Entering Unmasked Estep 
Score: -12295587.000000 Penalty: 3811.478516
	Iteration 41Q: 3 clusters Score -1.229559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -12295588.000000 Penalty: 3811.478516
	Iteration 42Q: 3 clusters Score -1.229559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 122864 members 
Entering Unmasked Estep 
Score: -12295612.000000 Penalty: 3811.478516
	Iteration 43Q: 3 clusters Score -1.229561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -12295611.000000 Penalty: 3811.478516
	Iteration 44Q: 3 clusters Score -1.229561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -12295602.000000 Penalty: 3811.478516
	Iteration 45Q: 3 clusters Score -1.22956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -12295596.000000 Penalty: 3811.478516
	Iteration 46Q: 3 clusters Score -1.22956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 122880 members 
Entering Unmasked Estep 
Score: -12295595.000000 Penalty: 3811.478516
	Iteration 47Q: 3 clusters Score -1.22956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -12295598.000000 Penalty: 3811.478516
	Iteration 48Q: 3 clusters Score -1.22956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -12295597.000000 Penalty: 3811.478516
	Iteration 49Q: 3 clusters Score -1.22956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 122883 members 
Entering Unmasked Estep 
Score: -12295597.000000 Penalty: 3811.478516
	Iteration 50F: 3 clusters Score -1.22956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -149008.687500 Penalty: 1194.354492
	Iteration 0F: 2 clusters Score -149008.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -147192.687500 Penalty: 2388.708984
	Iteration 0F: 3 clusters Score -147192.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147580.640625 Penalty: 2388.708984
	Iteration 1F: 3 clusters Score -147580.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -147691.984375 Penalty: 2388.708984
	Iteration 2F: 3 clusters Score -147692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -147754.937500 Penalty: 2388.708984
	Iteration 3Q: 3 clusters Score -147754.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -147796.046875 Penalty: 2388.708984
	Iteration 4Q: 3 clusters Score -147796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147818.328125 Penalty: 2388.708984
	Iteration 5Q: 3 clusters Score -147818.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147843.109375 Penalty: 2388.708984
	Iteration 6Q: 3 clusters Score -147843.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -147856.718750 Penalty: 2388.708984
	Iteration 7Q: 3 clusters Score -147856.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -147864.437500 Penalty: 2388.708984
	Iteration 8Q: 3 clusters Score -147864.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -147872.718750 Penalty: 2388.708984
	Iteration 9Q: 3 clusters Score -147872.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -147879.781250 Penalty: 2388.708984
	Iteration 10Q: 3 clusters Score -147879.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147885.156250 Penalty: 2388.708984
	Iteration 11Q: 3 clusters Score -147885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -147888.859375 Penalty: 2388.708984
	Iteration 12Q: 3 clusters Score -147888.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -147893.109375 Penalty: 2388.708984
	Iteration 13Q: 3 clusters Score -147893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -147897.890625 Penalty: 2388.708984
	Iteration 14Q: 3 clusters Score -147897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -147899.734375 Penalty: 2388.708984
	Iteration 15Q: 3 clusters Score -147899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -147906.015625 Penalty: 2388.708984
	Iteration 16Q: 3 clusters Score -147906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -147912.500000 Penalty: 2388.708984
	Iteration 17Q: 3 clusters Score -147912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -147919.625000 Penalty: 2388.708984
	Iteration 18Q: 3 clusters Score -147919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -147924.546875 Penalty: 2388.708984
	Iteration 19Q: 3 clusters Score -147924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -147928.765625 Penalty: 2388.708984
	Iteration 20F: 3 clusters Score -147928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -147934.046875 Penalty: 2388.708984
	Iteration 21Q: 3 clusters Score -147934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -147943.375000 Penalty: 2388.708984
	Iteration 22Q: 3 clusters Score -147943.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -147946.281250 Penalty: 2388.708984
	Iteration 23Q: 3 clusters Score -147946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -147949.234375 Penalty: 2388.708984
	Iteration 24Q: 3 clusters Score -147949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -147951.281250 Penalty: 2388.708984
	Iteration 25Q: 3 clusters Score -147951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -147954.437500 Penalty: 2388.708984
	Iteration 26Q: 3 clusters Score -147954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -147956.609375 Penalty: 2388.708984
	Iteration 27Q: 3 clusters Score -147956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -147957.359375 Penalty: 2388.708984
	Iteration 28Q: 3 clusters Score -147957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -147958.640625 Penalty: 2388.708984
	Iteration 29Q: 3 clusters Score -147958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -147961.406250 Penalty: 2388.708984
	Iteration 30Q: 3 clusters Score -147961.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -147964.781250 Penalty: 2388.708984
	Iteration 31Q: 3 clusters Score -147964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -147968.156250 Penalty: 2388.708984
	Iteration 32Q: 3 clusters Score -147968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -147971.265625 Penalty: 2388.708984
	Iteration 33Q: 3 clusters Score -147971.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -147973.359375 Penalty: 2388.708984
	Iteration 34Q: 3 clusters Score -147973.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -147974.734375 Penalty: 2388.708984
	Iteration 35Q: 3 clusters Score -147974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -147975.906250 Penalty: 2388.708984
	Iteration 36Q: 3 clusters Score -147975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147976.515625 Penalty: 2388.708984
	Iteration 37Q: 3 clusters Score -147976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -147976.515625 Penalty: 2388.708984
	Iteration 38F: 3 clusters Score -147976.5 nChanged 0
--- Evaluating fit on full set of 1635949 points ---
Entering Unmasked Estep 
Score: -157123072.000000 Penalty: 58125.167969
21->26 Clusters: Score -157123072.000000, best is -157129152.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 545316 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 25528 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 25934 members 
Mstep: Class 5 contains 26046 members 
Mstep: Class 6 contains 25878 members 
Mstep: Class 7 contains 26190 members 
Mstep: Class 8 contains 25975 members 
Mstep: Class 9 contains 25974 members 
Mstep: Class 10 contains 25991 members 
Mstep: Class 11 contains 25818 members 
Mstep: Class 12 contains 26144 members 
Mstep: Class 13 contains 25951 members 
Mstep: Class 14 contains 25967 members 
Mstep: Class 15 contains 25973 members 
Mstep: Class 16 contains 25973 members 
Mstep: Class 17 contains 26013 members 
Mstep: Class 18 contains 26188 members 
Mstep: Class 19 contains 25915 members 
Mstep: Class 20 contains 25969 members 
Mstep: Class 21 contains 26082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 372.799988 but Gain 2146.484375
Score: -50067164.000000 Penalty: 42929.640625
Iteration 0F: 21 clusters Score -5.006716e+07 nChanged 517445
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 23792 members 
Mstep: Class 3 contains 38754 members 
Mstep: Class 4 contains 29216 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 11571 members 
Mstep: Class 7 contains 28677 members 
Mstep: Class 8 contains 26482 members 
Mstep: Class 9 contains 33880 members 
Mstep: Class 11 contains 41267 members 
Mstep: Class 12 contains 12286 members 
Mstep: Class 13 contains 50539 members 
Mstep: Class 14 contains 23153 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 17867 members 
Mstep: Class 17 contains 18111 members 
Mstep: Class 18 contains 32960 members 
Mstep: Class 19 contains 10812 members 
Mstep: Class 20 contains 45469 members 
Mstep: Class 21 contains 38158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51306880.000000 Penalty: 42929.640625
Iteration 1F: 21 clusters Score -5.130688e+07 nChanged 203156
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 13232 members 
Mstep: Class 3 contains 33365 members 
Mstep: Class 4 contains 30211 members 
Mstep: Class 5 contains 9987 members 
Mstep: Class 6 contains 6446 members 
Mstep: Class 7 contains 41968 members 
Mstep: Class 8 contains 18345 members 
Mstep: Class 9 contains 30400 members 
Mstep: Class 11 contains 47130 members 
Mstep: Class 12 contains 11408 members 
Mstep: Class 13 contains 56045 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 21718 members 
Mstep: Class 16 contains 15813 members 
Mstep: Class 17 contains 17768 members 
Mstep: Class 18 contains 46451 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 49331 members 
Mstep: Class 21 contains 35422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51677540.000000 Penalty: 42929.640625
Iteration 2F: 21 clusters Score -5.167754e+07 nChanged 147932
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 8199 members 
Mstep: Class 3 contains 30822 members 
Mstep: Class 4 contains 30313 members 
Mstep: Class 5 contains 10387 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 49478 members 
Mstep: Class 8 contains 17891 members 
Mstep: Class 9 contains 23942 members 
Mstep: Class 11 contains 52889 members 
Mstep: Class 12 contains 8638 members 
Mstep: Class 13 contains 59019 members 
Mstep: Class 14 contains 8417 members 
Mstep: Class 15 contains 22942 members 
Mstep: Class 16 contains 20717 members 
Mstep: Class 17 contains 17155 members 
Mstep: Class 18 contains 54952 members 
Mstep: Class 19 contains 5412 members 
Mstep: Class 20 contains 51293 members 
Mstep: Class 21 contains 30941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1726.091675 but Gain 2146.480469
Score: -51875376.000000 Penalty: 40783.160156
Iteration 3F: 20 clusters Score -5.187538e+07 nChanged 112204
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 28038 members 
Mstep: Class 4 contains 28331 members 
Mstep: Class 5 contains 11543 members 
Mstep: Class 7 contains 53679 members 
Mstep: Class 8 contains 16205 members 
Mstep: Class 9 contains 18131 members 
Mstep: Class 11 contains 56621 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 62938 members 
Mstep: Class 14 contains 6978 members 
Mstep: Class 15 contains 23158 members 
Mstep: Class 16 contains 29019 members 
Mstep: Class 17 contains 18149 members 
Mstep: Class 18 contains 60051 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 52439 members 
Mstep: Class 21 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1724.067993 but Gain 2146.480469
Score: -51992684.000000 Penalty: 38636.679688
Iteration 4F: 19 clusters Score -5.199268e+07 nChanged 85589
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 6441 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 25461 members 
Mstep: Class 5 contains 12582 members 
Mstep: Class 7 contains 56482 members 
Mstep: Class 8 contains 14410 members 
Mstep: Class 9 contains 14521 members 
Mstep: Class 11 contains 58921 members 
Mstep: Class 12 contains 4540 members 
Mstep: Class 13 contains 68623 members 
Mstep: Class 14 contains 6533 members 
Mstep: Class 15 contains 22794 members 
Mstep: Class 16 contains 34452 members 
Mstep: Class 17 contains 21309 members 
Mstep: Class 18 contains 62475 members 
Mstep: Class 20 contains 51192 members 
Mstep: Class 21 contains 26926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52070276.000000 Penalty: 38636.679688
Iteration 5F: 19 clusters Score -5.207028e+07 nChanged 65830
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 22638 members 
Mstep: Class 4 contains 22828 members 
Mstep: Class 5 contains 13461 members 
Mstep: Class 7 contains 58182 members 
Mstep: Class 8 contains 13374 members 
Mstep: Class 9 contains 12483 members 
Mstep: Class 11 contains 60561 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 74778 members 
Mstep: Class 14 contains 6592 members 
Mstep: Class 15 contains 22024 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 24553 members 
Mstep: Class 18 contains 62405 members 
Mstep: Class 20 contains 48637 members 
Mstep: Class 21 contains 26477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52125828.000000 Penalty: 38636.679688
Iteration 6F: 19 clusters Score -5.212583e+07 nChanged 54712
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 4774 members 
Mstep: Class 3 contains 19789 members 
Mstep: Class 4 contains 21339 members 
Mstep: Class 5 contains 14071 members 
Mstep: Class 7 contains 58977 members 
Mstep: Class 8 contains 12742 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 11 contains 61836 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 80697 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 21934 members 
Mstep: Class 16 contains 40087 members 
Mstep: Class 17 contains 27354 members 
Mstep: Class 18 contains 61616 members 
Mstep: Class 20 contains 46091 members 
Mstep: Class 21 contains 26247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52169540.000000 Penalty: 38636.679688
Iteration 7F: 19 clusters Score -5.216954e+07 nChanged 46050
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 4136 members 
Mstep: Class 3 contains 17115 members 
Mstep: Class 4 contains 20688 members 
Mstep: Class 5 contains 14390 members 
Mstep: Class 7 contains 58766 members 
Mstep: Class 8 contains 12211 members 
Mstep: Class 9 contains 10424 members 
Mstep: Class 11 contains 62876 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 86247 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 23196 members 
Mstep: Class 16 contains 41228 members 
Mstep: Class 17 contains 29539 members 
Mstep: Class 18 contains 60415 members 
Mstep: Class 20 contains 44032 members 
Mstep: Class 21 contains 26141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1750.605225 but Gain 2146.484375
Score: -52202608.000000 Penalty: 36490.195312
Iteration 8F: 18 clusters Score -5.220261e+07 nChanged 40665
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 15081 members 
Mstep: Class 4 contains 20315 members 
Mstep: Class 5 contains 15118 members 
Mstep: Class 7 contains 58237 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 9 contains 9904 members 
Mstep: Class 11 contains 64079 members 
Mstep: Class 13 contains 91562 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 41786 members 
Mstep: Class 17 contains 31131 members 
Mstep: Class 18 contains 58788 members 
Mstep: Class 20 contains 42389 members 
Mstep: Class 21 contains 25976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52228488.000000 Penalty: 36490.195312
Iteration 9F: 18 clusters Score -5.222849e+07 nChanged 32991
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 3554 members 
Mstep: Class 3 contains 13722 members 
Mstep: Class 4 contains 19878 members 
Mstep: Class 5 contains 15169 members 
Mstep: Class 7 contains 57348 members 
Mstep: Class 8 contains 11281 members 
Mstep: Class 9 contains 9638 members 
Mstep: Class 11 contains 64473 members 
Mstep: Class 13 contains 96144 members 
Mstep: Class 14 contains 8242 members 
Mstep: Class 15 contains 28310 members 
Mstep: Class 16 contains 41979 members 
Mstep: Class 17 contains 32380 members 
Mstep: Class 18 contains 56217 members 
Mstep: Class 20 contains 40714 members 
Mstep: Class 21 contains 25754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52248140.000000 Penalty: 36490.195312
Iteration 10F: 18 clusters Score -5.224814e+07 nChanged 28863
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 19141 members 
Mstep: Class 5 contains 15136 members 
Mstep: Class 7 contains 56243 members 
Mstep: Class 8 contains 10930 members 
Mstep: Class 9 contains 9448 members 
Mstep: Class 11 contains 64538 members 
Mstep: Class 13 contains 100277 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 31601 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 33346 members 
Mstep: Class 18 contains 52678 members 
Mstep: Class 20 contains 39147 members 
Mstep: Class 21 contains 25504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52264852.000000 Penalty: 36490.195312
Iteration 11F: 18 clusters Score -5.226485e+07 nChanged 25622
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 3205 members 
Mstep: Class 3 contains 12036 members 
Mstep: Class 4 contains 18173 members 
Mstep: Class 5 contains 15102 members 
Mstep: Class 7 contains 55015 members 
Mstep: Class 8 contains 10703 members 
Mstep: Class 9 contains 9305 members 
Mstep: Class 11 contains 64182 members 
Mstep: Class 13 contains 103868 members 
Mstep: Class 14 contains 9454 members 
Mstep: Class 15 contains 35342 members 
Mstep: Class 16 contains 41799 members 
Mstep: Class 17 contains 33985 members 
Mstep: Class 18 contains 48440 members 
Mstep: Class 20 contains 37683 members 
Mstep: Class 21 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52278716.000000 Penalty: 36490.195312
Iteration 12Q: 18 clusters Score -5.227872e+07 nChanged 23106
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2977 members 
Mstep: Class 3 contains 11626 members 
Mstep: Class 4 contains 17146 members 
Mstep: Class 5 contains 15058 members 
Mstep: Class 7 contains 53676 members 
Mstep: Class 8 contains 10533 members 
Mstep: Class 9 contains 9208 members 
Mstep: Class 11 contains 63194 members 
Mstep: Class 13 contains 107010 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 39561 members 
Mstep: Class 16 contains 41649 members 
Mstep: Class 17 contains 34402 members 
Mstep: Class 18 contains 43864 members 
Mstep: Class 20 contains 36383 members 
Mstep: Class 21 contains 25157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52289212.000000 Penalty: 36490.195312
Iteration 13Q: 18 clusters Score -5.228921e+07 nChanged 20517
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2775 members 
Mstep: Class 3 contains 11481 members 
Mstep: Class 4 contains 16282 members 
Mstep: Class 5 contains 15060 members 
Mstep: Class 7 contains 52207 members 
Mstep: Class 8 contains 10361 members 
Mstep: Class 9 contains 9157 members 
Mstep: Class 11 contains 61554 members 
Mstep: Class 13 contains 109721 members 
Mstep: Class 14 contains 10692 members 
Mstep: Class 15 contains 44105 members 
Mstep: Class 16 contains 41503 members 
Mstep: Class 17 contains 34749 members 
Mstep: Class 18 contains 39297 members 
Mstep: Class 20 contains 35323 members 
Mstep: Class 21 contains 25033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52298112.000000 Penalty: 36490.195312
Iteration 14Q: 18 clusters Score -5.229811e+07 nChanged 18922
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 15052 members 
Mstep: Class 7 contains 50391 members 
Mstep: Class 8 contains 10207 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 11 contains 59367 members 
Mstep: Class 13 contains 112139 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 49223 members 
Mstep: Class 16 contains 41465 members 
Mstep: Class 17 contains 34995 members 
Mstep: Class 18 contains 34914 members 
Mstep: Class 20 contains 34429 members 
Mstep: Class 21 contains 24934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52306296.000000 Penalty: 36490.195312
Iteration 15Q: 18 clusters Score -5.23063e+07 nChanged 17752
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 2469 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 15043 members 
Mstep: Class 5 contains 15045 members 
Mstep: Class 7 contains 48307 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 11 contains 56774 members 
Mstep: Class 13 contains 114127 members 
Mstep: Class 14 contains 11801 members 
Mstep: Class 15 contains 54889 members 
Mstep: Class 16 contains 41449 members 
Mstep: Class 17 contains 35124 members 
Mstep: Class 18 contains 30834 members 
Mstep: Class 20 contains 33712 members 
Mstep: Class 21 contains 24828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52314112.000000 Penalty: 36490.195312
Iteration 16Q: 18 clusters Score -5.231411e+07 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 3 contains 11466 members 
Mstep: Class 4 contains 14655 members 
Mstep: Class 5 contains 15049 members 
Mstep: Class 7 contains 45936 members 
Mstep: Class 8 contains 9974 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 11 contains 53995 members 
Mstep: Class 13 contains 115677 members 
Mstep: Class 14 contains 12225 members 
Mstep: Class 15 contains 60961 members 
Mstep: Class 16 contains 41534 members 
Mstep: Class 17 contains 35168 members 
Mstep: Class 18 contains 27154 members 
Mstep: Class 20 contains 33124 members 
Mstep: Class 21 contains 24760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52322136.000000 Penalty: 36490.195312
Iteration 17Q: 18 clusters Score -5.232214e+07 nChanged 15918
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 11533 members 
Mstep: Class 4 contains 14378 members 
Mstep: Class 5 contains 15112 members 
Mstep: Class 7 contains 43317 members 
Mstep: Class 8 contains 9883 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 11 contains 51117 members 
Mstep: Class 13 contains 116756 members 
Mstep: Class 14 contains 12621 members 
Mstep: Class 15 contains 67285 members 
Mstep: Class 16 contains 41630 members 
Mstep: Class 17 contains 35134 members 
Mstep: Class 18 contains 23958 members 
Mstep: Class 20 contains 32653 members 
Mstep: Class 21 contains 24685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52329436.000000 Penalty: 36490.195312
Iteration 18Q: 18 clusters Score -5.232944e+07 nChanged 15122
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 11615 members 
Mstep: Class 4 contains 14188 members 
Mstep: Class 5 contains 15209 members 
Mstep: Class 7 contains 40525 members 
Mstep: Class 8 contains 9789 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 11 contains 48297 members 
Mstep: Class 13 contains 117563 members 
Mstep: Class 14 contains 12914 members 
Mstep: Class 15 contains 73743 members 
Mstep: Class 16 contains 41738 members 
Mstep: Class 17 contains 34972 members 
Mstep: Class 18 contains 21100 members 
Mstep: Class 20 contains 32317 members 
Mstep: Class 21 contains 24592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52336524.000000 Penalty: 36490.195312
Iteration 19Q: 18 clusters Score -5.233652e+07 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1932 members 
Mstep: Class 3 contains 11724 members 
Mstep: Class 4 contains 14091 members 
Mstep: Class 5 contains 15346 members 
Mstep: Class 7 contains 37754 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 11 contains 45645 members 
Mstep: Class 13 contains 118075 members 
Mstep: Class 14 contains 13154 members 
Mstep: Class 15 contains 80017 members 
Mstep: Class 16 contains 41797 members 
Mstep: Class 17 contains 34729 members 
Mstep: Class 18 contains 18490 members 
Mstep: Class 20 contains 32104 members 
Mstep: Class 21 contains 24487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52343852.000000 Penalty: 36490.195312
Iteration 20F: 18 clusters Score -5.234385e+07 nChanged 13485
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 11813 members 
Mstep: Class 4 contains 14015 members 
Mstep: Class 5 contains 15524 members 
Mstep: Class 7 contains 35150 members 
Mstep: Class 8 contains 9639 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 11 contains 43058 members 
Mstep: Class 13 contains 118274 members 
Mstep: Class 14 contains 13332 members 
Mstep: Class 15 contains 86064 members 
Mstep: Class 16 contains 41829 members 
Mstep: Class 17 contains 34489 members 
Mstep: Class 18 contains 16133 members 
Mstep: Class 20 contains 31943 members 
Mstep: Class 21 contains 24388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52350976.000000 Penalty: 36490.195312
Iteration 21Q: 18 clusters Score -5.235098e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 1593 members 
Mstep: Class 3 contains 11892 members 
Mstep: Class 4 contains 13982 members 
Mstep: Class 5 contains 15763 members 
Mstep: Class 7 contains 32904 members 
Mstep: Class 8 contains 9550 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 11 contains 40664 members 
Mstep: Class 13 contains 118254 members 
Mstep: Class 14 contains 13617 members 
Mstep: Class 15 contains 91618 members 
Mstep: Class 16 contains 41807 members 
Mstep: Class 17 contains 34261 members 
Mstep: Class 18 contains 13948 members 
Mstep: Class 20 contains 31809 members 
Mstep: Class 21 contains 24281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52356984.000000 Penalty: 36490.195312
Iteration 22Q: 18 clusters Score -5.235698e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 11943 members 
Mstep: Class 4 contains 13943 members 
Mstep: Class 5 contains 16016 members 
Mstep: Class 7 contains 30954 members 
Mstep: Class 8 contains 9478 members 
Mstep: Class 9 contains 9177 members 
Mstep: Class 11 contains 38500 members 
Mstep: Class 13 contains 118062 members 
Mstep: Class 14 contains 13784 members 
Mstep: Class 15 contains 96775 members 
Mstep: Class 16 contains 41709 members 
Mstep: Class 17 contains 33964 members 
Mstep: Class 18 contains 12042 members 
Mstep: Class 20 contains 31691 members 
Mstep: Class 21 contains 24194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52362964.000000 Penalty: 36490.195312
Iteration 23Q: 18 clusters Score -5.236296e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 11990 members 
Mstep: Class 4 contains 13955 members 
Mstep: Class 5 contains 16254 members 
Mstep: Class 7 contains 29371 members 
Mstep: Class 8 contains 9408 members 
Mstep: Class 9 contains 9230 members 
Mstep: Class 11 contains 36527 members 
Mstep: Class 13 contains 117573 members 
Mstep: Class 14 contains 13824 members 
Mstep: Class 15 contains 101437 members 
Mstep: Class 16 contains 41517 members 
Mstep: Class 17 contains 33683 members 
Mstep: Class 18 contains 10462 members 
Mstep: Class 20 contains 31573 members 
Mstep: Class 21 contains 24129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52368292.000000 Penalty: 36490.195312
Iteration 24Q: 18 clusters Score -5.236829e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 1456 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 14013 members 
Mstep: Class 5 contains 16509 members 
Mstep: Class 7 contains 28275 members 
Mstep: Class 8 contains 9353 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 11 contains 34827 members 
Mstep: Class 13 contains 116921 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 105437 members 
Mstep: Class 16 contains 41194 members 
Mstep: Class 17 contains 33361 members 
Mstep: Class 18 contains 9243 members 
Mstep: Class 20 contains 31426 members 
Mstep: Class 21 contains 24073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372872.000000 Penalty: 36490.195312
Iteration 25Q: 18 clusters Score -5.237287e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 12103 members 
Mstep: Class 4 contains 14095 members 
Mstep: Class 5 contains 16710 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 9324 members 
Mstep: Class 11 contains 33340 members 
Mstep: Class 13 contains 116136 members 
Mstep: Class 14 contains 13817 members 
Mstep: Class 15 contains 108778 members 
Mstep: Class 16 contains 40713 members 
Mstep: Class 17 contains 33051 members 
Mstep: Class 18 contains 8263 members 
Mstep: Class 20 contains 31304 members 
Mstep: Class 21 contains 23987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376104.000000 Penalty: 36490.195312
Iteration 26Q: 18 clusters Score -5.23761e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 12187 members 
Mstep: Class 4 contains 14184 members 
Mstep: Class 5 contains 16842 members 
Mstep: Class 7 contains 27972 members 
Mstep: Class 8 contains 9250 members 
Mstep: Class 9 contains 9371 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 13 contains 115314 members 
Mstep: Class 14 contains 13802 members 
Mstep: Class 15 contains 111475 members 
Mstep: Class 16 contains 40113 members 
Mstep: Class 17 contains 32754 members 
Mstep: Class 18 contains 7407 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 23879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378972.000000 Penalty: 36490.195312
Iteration 27Q: 18 clusters Score -5.237897e+07 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 12268 members 
Mstep: Class 4 contains 14299 members 
Mstep: Class 5 contains 16947 members 
Mstep: Class 7 contains 28427 members 
Mstep: Class 8 contains 9201 members 
Mstep: Class 9 contains 9418 members 
Mstep: Class 11 contains 31068 members 
Mstep: Class 13 contains 114599 members 
Mstep: Class 14 contains 13768 members 
Mstep: Class 15 contains 113619 members 
Mstep: Class 16 contains 39446 members 
Mstep: Class 17 contains 32436 members 
Mstep: Class 18 contains 6719 members 
Mstep: Class 20 contains 31112 members 
Mstep: Class 21 contains 23808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380744.000000 Penalty: 36490.195312
Iteration 28Q: 18 clusters Score -5.238074e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 14405 members 
Mstep: Class 5 contains 17066 members 
Mstep: Class 7 contains 29068 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 9446 members 
Mstep: Class 11 contains 30273 members 
Mstep: Class 13 contains 113903 members 
Mstep: Class 14 contains 13755 members 
Mstep: Class 15 contains 115281 members 
Mstep: Class 16 contains 38826 members 
Mstep: Class 17 contains 32116 members 
Mstep: Class 18 contains 6116 members 
Mstep: Class 20 contains 30959 members 
Mstep: Class 21 contains 23701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52382160.000000 Penalty: 36490.195312
Iteration 29Q: 18 clusters Score -5.238216e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 12554 members 
Mstep: Class 4 contains 14513 members 
Mstep: Class 5 contains 17166 members 
Mstep: Class 7 contains 29825 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 9454 members 
Mstep: Class 11 contains 29639 members 
Mstep: Class 13 contains 113252 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 116556 members 
Mstep: Class 16 contains 38244 members 
Mstep: Class 17 contains 31773 members 
Mstep: Class 18 contains 5606 members 
Mstep: Class 20 contains 30850 members 
Mstep: Class 21 contains 23591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383276.000000 Penalty: 36490.195312
Iteration 30Q: 18 clusters Score -5.238328e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 12728 members 
Mstep: Class 4 contains 14606 members 
Mstep: Class 5 contains 17216 members 
Mstep: Class 7 contains 30601 members 
Mstep: Class 8 contains 9033 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 11 contains 29091 members 
Mstep: Class 13 contains 112644 members 
Mstep: Class 14 contains 13730 members 
Mstep: Class 15 contains 117587 members 
Mstep: Class 16 contains 37672 members 
Mstep: Class 17 contains 31461 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 20 contains 30751 members 
Mstep: Class 21 contains 23502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383832.000000 Penalty: 36490.195312
Iteration 31Q: 18 clusters Score -5.238383e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 12873 members 
Mstep: Class 4 contains 14681 members 
Mstep: Class 5 contains 17270 members 
Mstep: Class 7 contains 31367 members 
Mstep: Class 8 contains 8993 members 
Mstep: Class 9 contains 9485 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 13 contains 112124 members 
Mstep: Class 14 contains 13711 members 
Mstep: Class 15 contains 118448 members 
Mstep: Class 16 contains 37114 members 
Mstep: Class 17 contains 31160 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 20 contains 30657 members 
Mstep: Class 21 contains 23434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384256.000000 Penalty: 36490.195312
Iteration 32Q: 18 clusters Score -5.238426e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 13021 members 
Mstep: Class 4 contains 14734 members 
Mstep: Class 5 contains 17329 members 
Mstep: Class 7 contains 32102 members 
Mstep: Class 8 contains 8954 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 11 contains 28209 members 
Mstep: Class 13 contains 111648 members 
Mstep: Class 14 contains 13710 members 
Mstep: Class 15 contains 119208 members 
Mstep: Class 16 contains 36603 members 
Mstep: Class 17 contains 30878 members 
Mstep: Class 18 contains 4568 members 
Mstep: Class 20 contains 30576 members 
Mstep: Class 21 contains 23367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384600.000000 Penalty: 36490.195312
Iteration 33Q: 18 clusters Score -5.23846e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 13172 members 
Mstep: Class 4 contains 14769 members 
Mstep: Class 5 contains 17380 members 
Mstep: Class 7 contains 32792 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 9505 members 
Mstep: Class 11 contains 27863 members 
Mstep: Class 13 contains 111252 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 15 contains 119874 members 
Mstep: Class 16 contains 36068 members 
Mstep: Class 17 contains 30614 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 20 contains 30491 members 
Mstep: Class 21 contains 23307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384828.000000 Penalty: 36490.195312
Iteration 34Q: 18 clusters Score -5.238483e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 13339 members 
Mstep: Class 4 contains 14800 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 7 contains 33423 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 9509 members 
Mstep: Class 11 contains 27573 members 
Mstep: Class 13 contains 110875 members 
Mstep: Class 14 contains 13705 members 
Mstep: Class 15 contains 120405 members 
Mstep: Class 16 contains 35539 members 
Mstep: Class 17 contains 30368 members 
Mstep: Class 18 contains 4165 members 
Mstep: Class 20 contains 30382 members 
Mstep: Class 21 contains 23262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385080.000000 Penalty: 36490.195312
Iteration 35Q: 18 clusters Score -5.238508e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 13525 members 
Mstep: Class 4 contains 14795 members 
Mstep: Class 5 contains 17529 members 
Mstep: Class 7 contains 34016 members 
Mstep: Class 8 contains 8867 members 
Mstep: Class 9 contains 9519 members 
Mstep: Class 11 contains 27340 members 
Mstep: Class 13 contains 110543 members 
Mstep: Class 14 contains 13686 members 
Mstep: Class 15 contains 120842 members 
Mstep: Class 16 contains 35045 members 
Mstep: Class 17 contains 30146 members 
Mstep: Class 18 contains 3991 members 
Mstep: Class 20 contains 30266 members 
Mstep: Class 21 contains 23259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385384.000000 Penalty: 36490.195312
Iteration 36Q: 18 clusters Score -5.238538e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 13703 members 
Mstep: Class 4 contains 14805 members 
Mstep: Class 5 contains 17580 members 
Mstep: Class 7 contains 34539 members 
Mstep: Class 8 contains 8840 members 
Mstep: Class 9 contains 9528 members 
Mstep: Class 11 contains 27122 members 
Mstep: Class 13 contains 110306 members 
Mstep: Class 14 contains 13688 members 
Mstep: Class 15 contains 121193 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 29952 members 
Mstep: Class 18 contains 3853 members 
Mstep: Class 20 contains 30157 members 
Mstep: Class 21 contains 23259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385660.000000 Penalty: 36490.195312
Iteration 37Q: 18 clusters Score -5.238566e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 13880 members 
Mstep: Class 4 contains 14804 members 
Mstep: Class 5 contains 17631 members 
Mstep: Class 7 contains 35048 members 
Mstep: Class 8 contains 8819 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 11 contains 26933 members 
Mstep: Class 13 contains 110060 members 
Mstep: Class 14 contains 13681 members 
Mstep: Class 15 contains 121513 members 
Mstep: Class 16 contains 34084 members 
Mstep: Class 17 contains 29777 members 
Mstep: Class 18 contains 3719 members 
Mstep: Class 20 contains 30051 members 
Mstep: Class 21 contains 23271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385848.000000 Penalty: 36490.195312
Iteration 38Q: 18 clusters Score -5.238585e+07 nChanged 1719
Entering ConstructFrom: 
Score: -52385848.000000 Penalty: 36490.195312
Entering ConstructFrom: 
Trying to split cluster 1 (51200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Entering Unmasked Estep 
Score: -5081794.500000 Penalty: 1762.067871
	Iteration 0F: 2 clusters Score -5081794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5047398.500000 Penalty: 3524.135742
	Iteration 0F: 3 clusters Score -5047398 nChanged 24099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5061131.000000 Penalty: 3524.135742
	Iteration 1F: 3 clusters Score -5061131 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -5061804.000000 Penalty: 3524.135742
	Iteration 2Q: 3 clusters Score -5061804 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5062571.000000 Penalty: 3524.135742
	Iteration 3Q: 3 clusters Score -5062571 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5063739.000000 Penalty: 3524.135742
	Iteration 4Q: 3 clusters Score -5063739 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -5065290.500000 Penalty: 3524.135742
	Iteration 5F: 3 clusters Score -5065290 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -5067178.000000 Penalty: 3524.135742
	Iteration 6F: 3 clusters Score -5067178 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -5069067.000000 Penalty: 3524.135742
	Iteration 7F: 3 clusters Score -5069067 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -5070832.500000 Penalty: 3524.135742
	Iteration 8F: 3 clusters Score -5070832 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5072559.000000 Penalty: 3524.135742
	Iteration 9F: 3 clusters Score -5072559 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5074337.500000 Penalty: 3524.135742
	Iteration 10Q: 3 clusters Score -5074338 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5075924.000000 Penalty: 3524.135742
	Iteration 11Q: 3 clusters Score -5075924 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -5077229.500000 Penalty: 3524.135742
	Iteration 12Q: 3 clusters Score -5077230 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -5078283.500000 Penalty: 3524.135742
	Iteration 13Q: 3 clusters Score -5078284 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -5078973.000000 Penalty: 3524.135742
	Iteration 14Q: 3 clusters Score -5078973 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -5079401.000000 Penalty: 3524.135742
	Iteration 15Q: 3 clusters Score -5079401 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -5079644.000000 Penalty: 3524.135742
	Iteration 16Q: 3 clusters Score -5079644 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -5079812.000000 Penalty: 3524.135742
	Iteration 17Q: 3 clusters Score -5079812 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -5079935.000000 Penalty: 3524.135742
	Iteration 18Q: 3 clusters Score -5079935 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -5080034.500000 Penalty: 3524.135742
	Iteration 19Q: 3 clusters Score -5080034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -5080099.500000 Penalty: 3524.135742
	Iteration 20F: 3 clusters Score -5080100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -5080140.000000 Penalty: 3524.135742
	Iteration 21Q: 3 clusters Score -5080140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -5080159.500000 Penalty: 3524.135742
	Iteration 22Q: 3 clusters Score -5080160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -5080175.000000 Penalty: 3524.135742
	Iteration 23Q: 3 clusters Score -5080175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -5080189.000000 Penalty: 3524.135742
	Iteration 24Q: 3 clusters Score -5080189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -5080207.500000 Penalty: 3524.135742
	Iteration 25Q: 3 clusters Score -5080208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -5080223.000000 Penalty: 3524.135742
	Iteration 26Q: 3 clusters Score -5080223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -5080231.000000 Penalty: 3524.135742
	Iteration 27Q: 3 clusters Score -5080231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -5080249.500000 Penalty: 3524.135742
	Iteration 28Q: 3 clusters Score -5080250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -5080260.500000 Penalty: 3524.135742
	Iteration 29Q: 3 clusters Score -5080260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -5080261.000000 Penalty: 3524.135742
	Iteration 30Q: 3 clusters Score -5080261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -5080263.500000 Penalty: 3524.135742
	Iteration 31Q: 3 clusters Score -5080264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -5080263.500000 Penalty: 3524.135742
	Iteration 32Q: 3 clusters Score -5080264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -5080264.000000 Penalty: 3524.135742
	Iteration 33Q: 3 clusters Score -5080264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -5080263.000000 Penalty: 3524.135742
	Iteration 34Q: 3 clusters Score -5080263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -5080261.500000 Penalty: 3524.135742
	Iteration 35Q: 3 clusters Score -5080262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -5080262.000000 Penalty: 3524.135742
	Iteration 36Q: 3 clusters Score -5080262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -5080263.000000 Penalty: 3524.135742
	Iteration 37Q: 3 clusters Score -5080263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -5080265.000000 Penalty: 3524.135742
	Iteration 38Q: 3 clusters Score -5080265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -5080270.000000 Penalty: 3524.135742
	Iteration 39Q: 3 clusters Score -5080270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -5080270.000000 Penalty: 3524.135742
	Iteration 40F: 3 clusters Score -5080270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -138673.609375 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -138673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -136914.937500 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -136914.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -137272.390625 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -137272.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137382.953125 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -137383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -137430.203125 Penalty: 2381.101318
	Iteration 3Q: 3 clusters Score -137430.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137455.640625 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -137455.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -137470.937500 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -137470.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -137484.937500 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -137484.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137499.078125 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -137499.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137508.390625 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -137508.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -137515.359375 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -137515.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -137524.609375 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -137524.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -137533.500000 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -137533.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -137542.812500 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -137542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -137550.203125 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -137550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -137553.406250 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -137553.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -137556.406250 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -137556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137559.328125 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -137559.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -137569.953125 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -137570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -137579.234375 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -137579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -137585.718750 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -137585.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -137592.921875 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -137592.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -137600.000000 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -137600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -137605.234375 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -137605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -137606.968750 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -137607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -137608.937500 Penalty: 2381.101318
	Iteration 24Q: 3 clusters Score -137608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -137611.218750 Penalty: 2381.101318
	Iteration 25Q: 3 clusters Score -137611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -137613.968750 Penalty: 2381.101318
	Iteration 26Q: 3 clusters Score -137614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -137620.437500 Penalty: 2381.101318
	Iteration 27Q: 3 clusters Score -137620.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -137634.093750 Penalty: 2381.101318
	Iteration 28Q: 3 clusters Score -137634.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -137670.625000 Penalty: 2381.101318
	Iteration 29Q: 3 clusters Score -137670.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -137724.546875 Penalty: 2381.101318
	Iteration 30Q: 3 clusters Score -137724.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -137769.656250 Penalty: 2381.101318
	Iteration 31Q: 3 clusters Score -137769.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -137832.578125 Penalty: 2381.101318
	Iteration 32Q: 3 clusters Score -137832.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -137924.171875 Penalty: 2381.101318
	Iteration 33Q: 3 clusters Score -137924.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -138021.578125 Penalty: 2381.101318
	Iteration 34Q: 3 clusters Score -138021.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -138147.671875 Penalty: 2381.101318
	Iteration 35Q: 3 clusters Score -138147.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -138258.578125 Penalty: 2381.101318
	Iteration 36Q: 3 clusters Score -138258.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -138339.937500 Penalty: 2381.101318
	Iteration 37Q: 3 clusters Score -138339.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -138382.546875 Penalty: 2381.101318
	Iteration 38Q: 3 clusters Score -138382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -138399.468750 Penalty: 2381.101318
	Iteration 39Q: 3 clusters Score -138399.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -138430.796875 Penalty: 2381.101318
	Iteration 40F: 3 clusters Score -138430.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -138463.062500 Penalty: 2381.101318
	Iteration 41Q: 3 clusters Score -138463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -138481.765625 Penalty: 2381.101318
	Iteration 42Q: 3 clusters Score -138481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -138491.234375 Penalty: 2381.101318
	Iteration 43Q: 3 clusters Score -138491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -138494.406250 Penalty: 2381.101318
	Iteration 44Q: 3 clusters Score -138494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -138497.078125 Penalty: 2381.101318
	Iteration 45Q: 3 clusters Score -138497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -138499.015625 Penalty: 2381.101318
	Iteration 46Q: 3 clusters Score -138499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -138499.015625 Penalty: 2381.101318
	Iteration 47F: 3 clusters Score -138499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Entering Unmasked Estep 
Score: -1375468.250000 Penalty: 1551.843872
	Iteration 0F: 2 clusters Score -1375468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1365765.375000 Penalty: 3103.687744
	Iteration 0F: 3 clusters Score -1365765 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1369572.000000 Penalty: 3103.687744
	Iteration 1F: 3 clusters Score -1369572 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1370404.125000 Penalty: 3103.687744
	Iteration 2F: 3 clusters Score -1370404 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1371468.375000 Penalty: 3103.687744
	Iteration 3F: 3 clusters Score -1371468 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1372835.625000 Penalty: 3103.687744
	Iteration 4F: 3 clusters Score -1372836 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1374407.625000 Penalty: 3103.687744
	Iteration 5F: 3 clusters Score -1374408 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1375694.750000 Penalty: 3103.687744
	Iteration 6F: 3 clusters Score -1375695 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1376396.750000 Penalty: 3103.687744
	Iteration 7F: 3 clusters Score -1376397 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1376850.875000 Penalty: 3103.687744
	Iteration 8Q: 3 clusters Score -1376851 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1377175.875000 Penalty: 3103.687744
	Iteration 9Q: 3 clusters Score -1377176 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1377380.125000 Penalty: 3103.687744
	Iteration 10Q: 3 clusters Score -1377380 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1377509.875000 Penalty: 3103.687744
	Iteration 11Q: 3 clusters Score -1377510 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1377653.500000 Penalty: 3103.687744
	Iteration 12Q: 3 clusters Score -1377654 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1377864.500000 Penalty: 3103.687744
	Iteration 13Q: 3 clusters Score -1377864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1377983.125000 Penalty: 3103.687744
	Iteration 14Q: 3 clusters Score -1377983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1378021.875000 Penalty: 3103.687744
	Iteration 15Q: 3 clusters Score -1378022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1378041.625000 Penalty: 3103.687744
	Iteration 16Q: 3 clusters Score -1378042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1378053.875000 Penalty: 3103.687744
	Iteration 17Q: 3 clusters Score -1378054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1378057.250000 Penalty: 3103.687744
	Iteration 18Q: 3 clusters Score -1378057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1378058.375000 Penalty: 3103.687744
	Iteration 19Q: 3 clusters Score -1378058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1378057.625000 Penalty: 3103.687744
	Iteration 20F: 3 clusters Score -1378058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1378060.750000 Penalty: 3103.687744
	Iteration 21Q: 3 clusters Score -1378061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1378063.000000 Penalty: 3103.687744
	Iteration 22Q: 3 clusters Score -1378063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1378064.625000 Penalty: 3103.687744
	Iteration 23Q: 3 clusters Score -1378065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1378067.625000 Penalty: 3103.687744
	Iteration 24Q: 3 clusters Score -1378068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1378067.625000 Penalty: 3103.687744
	Iteration 25F: 3 clusters Score -1378068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 17686 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 8801 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 11 contains 26770 members 
Mstep: Class 13 contains 109831 members 
Mstep: Class 14 contains 13682 members 
Mstep: Class 15 contains 121779 members 
Mstep: Class 16 contains 33636 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 20 contains 29968 members 
Mstep: Class 21 contains 23269 members 
Entering Unmasked Estep 
Score: -52388004.000000 Penalty: 38636.679688
Splitting cluster 3 changes total score from -52385848.000000 to -52388004.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (14808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Entering Unmasked Estep 
Score: -1462312.625000 Penalty: 1560.474854
	Iteration 0F: 2 clusters Score -1462313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1452027.875000 Penalty: 3120.949707
	Iteration 0F: 3 clusters Score -1452028 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1455519.000000 Penalty: 3120.949707
	Iteration 1F: 3 clusters Score -1455519 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1455848.000000 Penalty: 3120.949707
	Iteration 2F: 3 clusters Score -1455848 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1456182.500000 Penalty: 3120.949707
	Iteration 3F: 3 clusters Score -1456182 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1456549.625000 Penalty: 3120.949707
	Iteration 4F: 3 clusters Score -1456550 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1457004.875000 Penalty: 3120.949707
	Iteration 5F: 3 clusters Score -1457005 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1457520.375000 Penalty: 3120.949707
	Iteration 6F: 3 clusters Score -1457520 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1458074.250000 Penalty: 3120.949707
	Iteration 7F: 3 clusters Score -1458074 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1458648.750000 Penalty: 3120.949707
	Iteration 8F: 3 clusters Score -1458649 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1459213.625000 Penalty: 3120.949707
	Iteration 9F: 3 clusters Score -1459214 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1459749.875000 Penalty: 3120.949707
	Iteration 10Q: 3 clusters Score -1459750 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1460187.375000 Penalty: 3120.949707
	Iteration 11Q: 3 clusters Score -1460187 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1460492.375000 Penalty: 3120.949707
	Iteration 12Q: 3 clusters Score -1460492 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1460671.250000 Penalty: 3120.949707
	Iteration 13Q: 3 clusters Score -1460671 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1460784.375000 Penalty: 3120.949707
	Iteration 14Q: 3 clusters Score -1460784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1460874.750000 Penalty: 3120.949707
	Iteration 15Q: 3 clusters Score -1460875 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1460953.875000 Penalty: 3120.949707
	Iteration 16Q: 3 clusters Score -1460954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1461011.625000 Penalty: 3120.949707
	Iteration 17Q: 3 clusters Score -1461012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1461050.125000 Penalty: 3120.949707
	Iteration 18Q: 3 clusters Score -1461050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1461082.250000 Penalty: 3120.949707
	Iteration 19Q: 3 clusters Score -1461082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1461111.750000 Penalty: 3120.949707
	Iteration 20F: 3 clusters Score -1461112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1461131.750000 Penalty: 3120.949707
	Iteration 21Q: 3 clusters Score -1461132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1461145.250000 Penalty: 3120.949707
	Iteration 22Q: 3 clusters Score -1461145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1461155.500000 Penalty: 3120.949707
	Iteration 23Q: 3 clusters Score -1461156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1461158.375000 Penalty: 3120.949707
	Iteration 24Q: 3 clusters Score -1461158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1461163.750000 Penalty: 3120.949707
	Iteration 25Q: 3 clusters Score -1461164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1461164.625000 Penalty: 3120.949707
	Iteration 26Q: 3 clusters Score -1461165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1461164.625000 Penalty: 3120.949707
	Iteration 27Q: 3 clusters Score -1461165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1461167.750000 Penalty: 3120.949707
	Iteration 28Q: 3 clusters Score -1461168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1461170.000000 Penalty: 3120.949707
	Iteration 29Q: 3 clusters Score -1461170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1461171.000000 Penalty: 3120.949707
	Iteration 30Q: 3 clusters Score -1461171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1461170.125000 Penalty: 3120.949707
	Iteration 31Q: 3 clusters Score -1461170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1461172.750000 Penalty: 3120.949707
	Iteration 32Q: 3 clusters Score -1461173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1461174.750000 Penalty: 3120.949707
	Iteration 33Q: 3 clusters Score -1461175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1461174.375000 Penalty: 3120.949707
	Iteration 34Q: 3 clusters Score -1461174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1461175.375000 Penalty: 3120.949707
	Iteration 35Q: 3 clusters Score -1461175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1461177.125000 Penalty: 3120.949707
	Iteration 36Q: 3 clusters Score -1461177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1461176.250000 Penalty: 3120.949707
	Iteration 37Q: 3 clusters Score -1461176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1461176.500000 Penalty: 3120.949707
	Iteration 38Q: 3 clusters Score -1461176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1461175.375000 Penalty: 3120.949707
	Iteration 39Q: 3 clusters Score -1461175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1461175.875000 Penalty: 3120.949707
	Iteration 40F: 3 clusters Score -1461176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1461179.500000 Penalty: 3120.949707
	Iteration 41Q: 3 clusters Score -1461180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1461180.125000 Penalty: 3120.949707
	Iteration 42Q: 3 clusters Score -1461180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1461179.000000 Penalty: 3120.949707
	Iteration 43Q: 3 clusters Score -1461179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1461179.750000 Penalty: 3120.949707
	Iteration 44Q: 3 clusters Score -1461180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1461179.750000 Penalty: 3120.949707
	Iteration 45F: 3 clusters Score -1461180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Entering Unmasked Estep 
Score: -1704560.250000 Penalty: 1589.335938
	Iteration 0F: 2 clusters Score -1704560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1692535.500000 Penalty: 3178.671875
	Iteration 0F: 3 clusters Score -1692536 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1697586.625000 Penalty: 3178.671875
	Iteration 1F: 3 clusters Score -1697587 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1699848.250000 Penalty: 3178.671875
	Iteration 2F: 3 clusters Score -1699848 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1702849.750000 Penalty: 3178.671875
	Iteration 3F: 3 clusters Score -1702850 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1704784.750000 Penalty: 3178.671875
	Iteration 4F: 3 clusters Score -1704785 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1705600.250000 Penalty: 3178.671875
	Iteration 5F: 3 clusters Score -1705600 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1705957.125000 Penalty: 3178.671875
	Iteration 6Q: 3 clusters Score -1705957 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1706110.625000 Penalty: 3178.671875
	Iteration 7Q: 3 clusters Score -1706111 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1706204.625000 Penalty: 3178.671875
	Iteration 8Q: 3 clusters Score -1706205 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1706273.750000 Penalty: 3178.671875
	Iteration 9Q: 3 clusters Score -1706274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1706340.625000 Penalty: 3178.671875
	Iteration 10Q: 3 clusters Score -1706341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1706401.250000 Penalty: 3178.671875
	Iteration 11Q: 3 clusters Score -1706401 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1706457.875000 Penalty: 3178.671875
	Iteration 12Q: 3 clusters Score -1706458 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1706517.625000 Penalty: 3178.671875
	Iteration 13Q: 3 clusters Score -1706518 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1706562.000000 Penalty: 3178.671875
	Iteration 14Q: 3 clusters Score -1706562 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1706603.500000 Penalty: 3178.671875
	Iteration 15Q: 3 clusters Score -1706604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1706637.250000 Penalty: 3178.671875
	Iteration 16Q: 3 clusters Score -1706637 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1706654.875000 Penalty: 3178.671875
	Iteration 17Q: 3 clusters Score -1706655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1706666.125000 Penalty: 3178.671875
	Iteration 18Q: 3 clusters Score -1706666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1706688.000000 Penalty: 3178.671875
	Iteration 19Q: 3 clusters Score -1706688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1706702.000000 Penalty: 3178.671875
	Iteration 20F: 3 clusters Score -1706702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1706710.625000 Penalty: 3178.671875
	Iteration 21Q: 3 clusters Score -1706711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1706723.500000 Penalty: 3178.671875
	Iteration 22Q: 3 clusters Score -1706724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1706729.875000 Penalty: 3178.671875
	Iteration 23Q: 3 clusters Score -1706730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1706739.250000 Penalty: 3178.671875
	Iteration 24Q: 3 clusters Score -1706739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1706736.875000 Penalty: 3178.671875
	Iteration 25Q: 3 clusters Score -1706737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1706746.125000 Penalty: 3178.671875
	Iteration 26Q: 3 clusters Score -1706746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1706745.500000 Penalty: 3178.671875
	Iteration 27Q: 3 clusters Score -1706746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1706756.625000 Penalty: 3178.671875
	Iteration 28Q: 3 clusters Score -1706757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1706764.625000 Penalty: 3178.671875
	Iteration 29Q: 3 clusters Score -1706765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1706775.000000 Penalty: 3178.671875
	Iteration 30Q: 3 clusters Score -1706775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1706782.000000 Penalty: 3178.671875
	Iteration 31Q: 3 clusters Score -1706782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1706783.500000 Penalty: 3178.671875
	Iteration 32Q: 3 clusters Score -1706784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1706786.375000 Penalty: 3178.671875
	Iteration 33Q: 3 clusters Score -1706786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1706784.750000 Penalty: 3178.671875
	Iteration 34Q: 3 clusters Score -1706785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1706791.750000 Penalty: 3178.671875
	Iteration 35Q: 3 clusters Score -1706792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1706794.750000 Penalty: 3178.671875
	Iteration 36Q: 3 clusters Score -1706795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1706792.500000 Penalty: 3178.671875
	Iteration 37Q: 3 clusters Score -1706792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1706795.000000 Penalty: 3178.671875
	Iteration 38Q: 3 clusters Score -1706795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1706798.250000 Penalty: 3178.671875
	Iteration 39Q: 3 clusters Score -1706798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1706798.500000 Penalty: 3178.671875
	Iteration 40F: 3 clusters Score -1706798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1706799.750000 Penalty: 3178.671875
	Iteration 41Q: 3 clusters Score -1706800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1706800.000000 Penalty: 3178.671875
	Iteration 42Q: 3 clusters Score -1706800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1706801.250000 Penalty: 3178.671875
	Iteration 43Q: 3 clusters Score -1706801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1706797.500000 Penalty: 3178.671875
	Iteration 44Q: 3 clusters Score -1706798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1706798.125000 Penalty: 3178.671875
	Iteration 45Q: 3 clusters Score -1706798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1706802.500000 Penalty: 3178.671875
	Iteration 46Q: 3 clusters Score -1706802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1706802.125000 Penalty: 3178.671875
	Iteration 47Q: 3 clusters Score -1706802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1706802.125000 Penalty: 3178.671875
	Iteration 48F: 3 clusters Score -1706802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 15012 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 8801 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 26770 members 
Mstep: Class 13 contains 109831 members 
Mstep: Class 14 contains 13682 members 
Mstep: Class 15 contains 121779 members 
Mstep: Class 16 contains 33636 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 20 contains 29968 members 
Mstep: Class 21 contains 23269 members 
Entering Unmasked Estep 
Score: -52389776.000000 Penalty: 40783.160156
Splitting cluster 5 changes total score from -52385848.000000 to -52389776.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (35514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Entering Unmasked Estep 
Score: -3542713.750000 Penalty: 1702.623291
	Iteration 0F: 2 clusters Score -3542714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3518767.750000 Penalty: 3405.246582
	Iteration 0F: 3 clusters Score -3518768 nChanged 16403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3527865.000000 Penalty: 3405.246582
	Iteration 1F: 3 clusters Score -3527865 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3528279.500000 Penalty: 3405.246582
	Iteration 2Q: 3 clusters Score -3528280 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3528654.750000 Penalty: 3405.246582
	Iteration 3Q: 3 clusters Score -3528655 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3528990.250000 Penalty: 3405.246582
	Iteration 4Q: 3 clusters Score -3528990 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -3529374.500000 Penalty: 3405.246582
	Iteration 5Q: 3 clusters Score -3529374 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3529816.250000 Penalty: 3405.246582
	Iteration 6Q: 3 clusters Score -3529816 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3530367.750000 Penalty: 3405.246582
	Iteration 7Q: 3 clusters Score -3530368 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3531125.500000 Penalty: 3405.246582
	Iteration 8Q: 3 clusters Score -3531126 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3532062.250000 Penalty: 3405.246582
	Iteration 9Q: 3 clusters Score -3532062 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3533247.000000 Penalty: 3405.246582
	Iteration 10F: 3 clusters Score -3533247 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3534581.750000 Penalty: 3405.246582
	Iteration 11F: 3 clusters Score -3534582 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3535837.250000 Penalty: 3405.246582
	Iteration 12F: 3 clusters Score -3535837 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3536774.750000 Penalty: 3405.246582
	Iteration 13Q: 3 clusters Score -3536775 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -3537522.500000 Penalty: 3405.246582
	Iteration 14Q: 3 clusters Score -3537522 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3538053.000000 Penalty: 3405.246582
	Iteration 15Q: 3 clusters Score -3538053 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3538467.500000 Penalty: 3405.246582
	Iteration 16Q: 3 clusters Score -3538468 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3538733.750000 Penalty: 3405.246582
	Iteration 17Q: 3 clusters Score -3538734 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3538953.750000 Penalty: 3405.246582
	Iteration 18Q: 3 clusters Score -3538954 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3539180.250000 Penalty: 3405.246582
	Iteration 19Q: 3 clusters Score -3539180 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3539366.000000 Penalty: 3405.246582
	Iteration 20F: 3 clusters Score -3539366 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3539500.000000 Penalty: 3405.246582
	Iteration 21Q: 3 clusters Score -3539500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3539645.250000 Penalty: 3405.246582
	Iteration 22Q: 3 clusters Score -3539645 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3539776.000000 Penalty: 3405.246582
	Iteration 23Q: 3 clusters Score -3539776 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -3539920.500000 Penalty: 3405.246582
	Iteration 24Q: 3 clusters Score -3539920 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3540071.000000 Penalty: 3405.246582
	Iteration 25Q: 3 clusters Score -3540071 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -3540193.750000 Penalty: 3405.246582
	Iteration 26Q: 3 clusters Score -3540194 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3540308.500000 Penalty: 3405.246582
	Iteration 27Q: 3 clusters Score -3540308 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -3540417.000000 Penalty: 3405.246582
	Iteration 28Q: 3 clusters Score -3540417 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3540512.250000 Penalty: 3405.246582
	Iteration 29Q: 3 clusters Score -3540512 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -3540623.250000 Penalty: 3405.246582
	Iteration 30Q: 3 clusters Score -3540623 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3540721.000000 Penalty: 3405.246582
	Iteration 31Q: 3 clusters Score -3540721 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -3540815.500000 Penalty: 3405.246582
	Iteration 32Q: 3 clusters Score -3540816 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3540901.500000 Penalty: 3405.246582
	Iteration 33Q: 3 clusters Score -3540902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -3540965.250000 Penalty: 3405.246582
	Iteration 34Q: 3 clusters Score -3540965 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -3541022.000000 Penalty: 3405.246582
	Iteration 35Q: 3 clusters Score -3541022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -3541057.250000 Penalty: 3405.246582
	Iteration 36Q: 3 clusters Score -3541057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -3541102.750000 Penalty: 3405.246582
	Iteration 37Q: 3 clusters Score -3541103 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3541126.750000 Penalty: 3405.246582
	Iteration 38Q: 3 clusters Score -3541127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -3541145.750000 Penalty: 3405.246582
	Iteration 39Q: 3 clusters Score -3541146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -3541168.250000 Penalty: 3405.246582
	Iteration 40F: 3 clusters Score -3541168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -3541197.000000 Penalty: 3405.246582
	Iteration 41Q: 3 clusters Score -3541197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -3541212.750000 Penalty: 3405.246582
	Iteration 42Q: 3 clusters Score -3541213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -3541219.250000 Penalty: 3405.246582
	Iteration 43Q: 3 clusters Score -3541219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -3541223.750000 Penalty: 3405.246582
	Iteration 44Q: 3 clusters Score -3541224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3541235.250000 Penalty: 3405.246582
	Iteration 45Q: 3 clusters Score -3541235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -3541242.000000 Penalty: 3405.246582
	Iteration 46Q: 3 clusters Score -3541242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -3541255.500000 Penalty: 3405.246582
	Iteration 47Q: 3 clusters Score -3541256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -3541276.250000 Penalty: 3405.246582
	Iteration 48Q: 3 clusters Score -3541276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -3541288.750000 Penalty: 3405.246582
	Iteration 49Q: 3 clusters Score -3541289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -3541311.750000 Penalty: 3405.246582
	Iteration 50Q: 3 clusters Score -3541312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -3541325.000000 Penalty: 3405.246582
	Iteration 51Q: 3 clusters Score -3541325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -3541338.250000 Penalty: 3405.246582
	Iteration 52Q: 3 clusters Score -3541338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -3541344.750000 Penalty: 3405.246582
	Iteration 53Q: 3 clusters Score -3541345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -3541351.250000 Penalty: 3405.246582
	Iteration 54Q: 3 clusters Score -3541351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3541357.750000 Penalty: 3405.246582
	Iteration 55Q: 3 clusters Score -3541358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -3541362.250000 Penalty: 3405.246582
	Iteration 56Q: 3 clusters Score -3541362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -3541363.500000 Penalty: 3405.246582
	Iteration 57Q: 3 clusters Score -3541364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -3541374.250000 Penalty: 3405.246582
	Iteration 58Q: 3 clusters Score -3541374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -3541380.000000 Penalty: 3405.246582
	Iteration 59Q: 3 clusters Score -3541380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -3541392.250000 Penalty: 3405.246582
	Iteration 60F: 3 clusters Score -3541392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -3541397.000000 Penalty: 3405.246582
	Iteration 61Q: 3 clusters Score -3541397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -3541403.250000 Penalty: 3405.246582
	Iteration 62Q: 3 clusters Score -3541403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -3541402.250000 Penalty: 3405.246582
	Iteration 63Q: 3 clusters Score -3541402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -3541406.500000 Penalty: 3405.246582
	Iteration 64Q: 3 clusters Score -3541406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3541407.250000 Penalty: 3405.246582
	Iteration 65Q: 3 clusters Score -3541407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3541410.500000 Penalty: 3405.246582
	Iteration 66Q: 3 clusters Score -3541410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -3541407.250000 Penalty: 3405.246582
	Iteration 67Q: 3 clusters Score -3541407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -3541408.500000 Penalty: 3405.246582
	Iteration 68Q: 3 clusters Score -3541408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -3541408.000000 Penalty: 3405.246582
	Iteration 69Q: 3 clusters Score -3541408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3541408.750000 Penalty: 3405.246582
	Iteration 70Q: 3 clusters Score -3541409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -3541415.000000 Penalty: 3405.246582
	Iteration 71Q: 3 clusters Score -3541415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -3541417.000000 Penalty: 3405.246582
	Iteration 72Q: 3 clusters Score -3541417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -3541418.000000 Penalty: 3405.246582
	Iteration 73Q: 3 clusters Score -3541418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -3541429.000000 Penalty: 3405.246582
	Iteration 74Q: 3 clusters Score -3541429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -3541434.750000 Penalty: 3405.246582
	Iteration 75Q: 3 clusters Score -3541435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -3541434.750000 Penalty: 3405.246582
	Iteration 76F: 3 clusters Score -3541435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Entering Unmasked Estep 
Score: -819702.000000 Penalty: 1475.925903
	Iteration 0F: 2 clusters Score -819702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -813341.562500 Penalty: 2951.851807
	Iteration 0F: 3 clusters Score -813341.6 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -815797.875000 Penalty: 2951.851807
	Iteration 1F: 3 clusters Score -815797.9 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -816623.937500 Penalty: 2951.851807
	Iteration 2F: 3 clusters Score -816623.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -817547.375000 Penalty: 2951.851807
	Iteration 3F: 3 clusters Score -817547.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -818415.750000 Penalty: 2951.851807
	Iteration 4F: 3 clusters Score -818415.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -818994.625000 Penalty: 2951.851807
	Iteration 5F: 3 clusters Score -818994.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -819297.062500 Penalty: 2951.851807
	Iteration 6Q: 3 clusters Score -819297.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -819418.937500 Penalty: 2951.851807
	Iteration 7Q: 3 clusters Score -819418.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -819480.000000 Penalty: 2951.851807
	Iteration 8Q: 3 clusters Score -819480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -819528.687500 Penalty: 2951.851807
	Iteration 9Q: 3 clusters Score -819528.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -819558.562500 Penalty: 2951.851807
	Iteration 10Q: 3 clusters Score -819558.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -819578.187500 Penalty: 2951.851807
	Iteration 11Q: 3 clusters Score -819578.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -819595.187500 Penalty: 2951.851807
	Iteration 12Q: 3 clusters Score -819595.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -819613.062500 Penalty: 2951.851807
	Iteration 13Q: 3 clusters Score -819613.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -819634.500000 Penalty: 2951.851807
	Iteration 14Q: 3 clusters Score -819634.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -819643.250000 Penalty: 2951.851807
	Iteration 15Q: 3 clusters Score -819643.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -819652.250000 Penalty: 2951.851807
	Iteration 16Q: 3 clusters Score -819652.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -819664.937500 Penalty: 2951.851807
	Iteration 17Q: 3 clusters Score -819664.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -819677.375000 Penalty: 2951.851807
	Iteration 18Q: 3 clusters Score -819677.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -819684.750000 Penalty: 2951.851807
	Iteration 19Q: 3 clusters Score -819684.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -819693.437500 Penalty: 2951.851807
	Iteration 20F: 3 clusters Score -819693.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -819701.625000 Penalty: 2951.851807
	Iteration 21Q: 3 clusters Score -819701.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -819704.937500 Penalty: 2951.851807
	Iteration 22Q: 3 clusters Score -819704.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -819712.750000 Penalty: 2951.851807
	Iteration 23Q: 3 clusters Score -819712.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -819717.812500 Penalty: 2951.851807
	Iteration 24Q: 3 clusters Score -819717.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -819721.375000 Penalty: 2951.851807
	Iteration 25Q: 3 clusters Score -819721.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -819725.937500 Penalty: 2951.851807
	Iteration 26Q: 3 clusters Score -819725.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -819730.812500 Penalty: 2951.851807
	Iteration 27Q: 3 clusters Score -819730.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -819734.062500 Penalty: 2951.851807
	Iteration 28Q: 3 clusters Score -819734.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -819738.875000 Penalty: 2951.851807
	Iteration 29Q: 3 clusters Score -819738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -819741.375000 Penalty: 2951.851807
	Iteration 30Q: 3 clusters Score -819741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -819742.000000 Penalty: 2951.851807
	Iteration 31Q: 3 clusters Score -819742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -819742.250000 Penalty: 2951.851807
	Iteration 32Q: 3 clusters Score -819742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -819742.937500 Penalty: 2951.851807
	Iteration 33Q: 3 clusters Score -819742.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -819744.375000 Penalty: 2951.851807
	Iteration 34Q: 3 clusters Score -819744.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -819749.812500 Penalty: 2951.851807
	Iteration 35Q: 3 clusters Score -819749.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -819751.625000 Penalty: 2951.851807
	Iteration 36Q: 3 clusters Score -819751.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -819751.625000 Penalty: 2951.851807
	Iteration 37Q: 3 clusters Score -819751.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -819753.125000 Penalty: 2951.851807
	Iteration 38Q: 3 clusters Score -819753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -819755.562500 Penalty: 2951.851807
	Iteration 39Q: 3 clusters Score -819755.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -819759.562500 Penalty: 2951.851807
	Iteration 40F: 3 clusters Score -819759.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -819762.687500 Penalty: 2951.851807
	Iteration 41Q: 3 clusters Score -819762.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -819772.687500 Penalty: 2951.851807
	Iteration 42Q: 3 clusters Score -819772.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -819781.562500 Penalty: 2951.851807
	Iteration 43Q: 3 clusters Score -819781.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -819791.687500 Penalty: 2951.851807
	Iteration 44Q: 3 clusters Score -819791.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -819799.937500 Penalty: 2951.851807
	Iteration 45Q: 3 clusters Score -819799.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -819807.125000 Penalty: 2951.851807
	Iteration 46Q: 3 clusters Score -819807.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -819822.750000 Penalty: 2951.851807
	Iteration 47Q: 3 clusters Score -819822.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -819846.125000 Penalty: 2951.851807
	Iteration 48Q: 3 clusters Score -819846.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -819867.812500 Penalty: 2951.851807
	Iteration 49Q: 3 clusters Score -819867.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -819893.750000 Penalty: 2951.851807
	Iteration 50Q: 3 clusters Score -819893.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -819936.687500 Penalty: 2951.851807
	Iteration 51Q: 3 clusters Score -819936.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -819996.125000 Penalty: 2951.851807
	Iteration 52Q: 3 clusters Score -819996.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -820064.312500 Penalty: 2951.851807
	Iteration 53Q: 3 clusters Score -820064.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -820139.937500 Penalty: 2951.851807
	Iteration 54Q: 3 clusters Score -820139.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -820244.062500 Penalty: 2951.851807
	Iteration 55Q: 3 clusters Score -820244.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -820398.375000 Penalty: 2951.851807
	Iteration 56Q: 3 clusters Score -820398.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -820592.187500 Penalty: 2951.851807
	Iteration 57Q: 3 clusters Score -820592.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -820805.062500 Penalty: 2951.851807
	Iteration 58Q: 3 clusters Score -820805.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -821042.625000 Penalty: 2951.851807
	Iteration 59Q: 3 clusters Score -821042.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -821272.062500 Penalty: 2951.851807
	Iteration 60F: 3 clusters Score -821272.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -821515.062500 Penalty: 2951.851807
	Iteration 61Q: 3 clusters Score -821515.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -821668.687500 Penalty: 2951.851807
	Iteration 62Q: 3 clusters Score -821668.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -821742.250000 Penalty: 2951.851807
	Iteration 63Q: 3 clusters Score -821742.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -821764.500000 Penalty: 2951.851807
	Iteration 64Q: 3 clusters Score -821764.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -821771.500000 Penalty: 2951.851807
	Iteration 65Q: 3 clusters Score -821771.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -821777.000000 Penalty: 2951.851807
	Iteration 66Q: 3 clusters Score -821777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -821779.250000 Penalty: 2951.851807
	Iteration 67Q: 3 clusters Score -821779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -821782.125000 Penalty: 2951.851807
	Iteration 68Q: 3 clusters Score -821782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -821783.187500 Penalty: 2951.851807
	Iteration 69Q: 3 clusters Score -821783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -821783.437500 Penalty: 2951.851807
	Iteration 70Q: 3 clusters Score -821783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -821782.187500 Penalty: 2951.851807
	Iteration 71Q: 3 clusters Score -821782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -821781.562500 Penalty: 2951.851807
	Iteration 72Q: 3 clusters Score -821781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -821781.562500 Penalty: 2951.851807
	Iteration 73F: 3 clusters Score -821781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 15012 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 26770 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 109831 members 
Mstep: Class 14 contains 13682 members 
Mstep: Class 15 contains 121779 members 
Mstep: Class 16 contains 33636 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 20 contains 29968 members 
Mstep: Class 21 contains 23269 members 
Entering Unmasked Estep 
Score: -52391184.000000 Penalty: 42929.640625
Splitting cluster 8 changes total score from -52385848.000000 to -52391184.000000
So it's getting split into cluster 12.
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: -940852.375000 Penalty: 1488.806396
	Iteration 0F: 2 clusters Score -940852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -933979.875000 Penalty: 2977.612793
	Iteration 0F: 3 clusters Score -933979.9 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -936216.250000 Penalty: 2977.612793
	Iteration 1F: 3 clusters Score -936216.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -936497.875000 Penalty: 2977.612793
	Iteration 2F: 3 clusters Score -936497.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -936770.125000 Penalty: 2977.612793
	Iteration 3F: 3 clusters Score -936770.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -937083.937500 Penalty: 2977.612793
	Iteration 4F: 3 clusters Score -937083.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -937473.750000 Penalty: 2977.612793
	Iteration 5F: 3 clusters Score -937473.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -937955.687500 Penalty: 2977.612793
	Iteration 6F: 3 clusters Score -937955.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -938454.687500 Penalty: 2977.612793
	Iteration 7F: 3 clusters Score -938454.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -938904.812500 Penalty: 2977.612793
	Iteration 8F: 3 clusters Score -938904.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -939284.875000 Penalty: 2977.612793
	Iteration 9Q: 3 clusters Score -939284.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -939505.375000 Penalty: 2977.612793
	Iteration 10Q: 3 clusters Score -939505.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -939608.250000 Penalty: 2977.612793
	Iteration 11Q: 3 clusters Score -939608.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -939653.437500 Penalty: 2977.612793
	Iteration 12Q: 3 clusters Score -939653.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -939683.750000 Penalty: 2977.612793
	Iteration 13Q: 3 clusters Score -939683.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -939701.750000 Penalty: 2977.612793
	Iteration 14Q: 3 clusters Score -939701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -939710.125000 Penalty: 2977.612793
	Iteration 15Q: 3 clusters Score -939710.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -939711.875000 Penalty: 2977.612793
	Iteration 16Q: 3 clusters Score -939711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -939714.437500 Penalty: 2977.612793
	Iteration 17Q: 3 clusters Score -939714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -939715.875000 Penalty: 2977.612793
	Iteration 18Q: 3 clusters Score -939715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -939718.375000 Penalty: 2977.612793
	Iteration 19Q: 3 clusters Score -939718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -939718.500000 Penalty: 2977.612793
	Iteration 20F: 3 clusters Score -939718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -939720.562500 Penalty: 2977.612793
	Iteration 21Q: 3 clusters Score -939720.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -939722.125000 Penalty: 2977.612793
	Iteration 22Q: 3 clusters Score -939722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -939722.875000 Penalty: 2977.612793
	Iteration 23Q: 3 clusters Score -939722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -939723.750000 Penalty: 2977.612793
	Iteration 24Q: 3 clusters Score -939723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -939725.625000 Penalty: 2977.612793
	Iteration 25Q: 3 clusters Score -939725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -939725.625000 Penalty: 2977.612793
	Iteration 26F: 3 clusters Score -939725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Entering Unmasked Estep 
Score: -2612435.250000 Penalty: 1656.693481
	Iteration 0F: 2 clusters Score -2612435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2594336.500000 Penalty: 3313.386963
	Iteration 0F: 3 clusters Score -2594336 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2601161.250000 Penalty: 3313.386963
	Iteration 1F: 3 clusters Score -2601161 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2601699.750000 Penalty: 3313.386963
	Iteration 2F: 3 clusters Score -2601700 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2602401.000000 Penalty: 3313.386963
	Iteration 3F: 3 clusters Score -2602401 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2603428.000000 Penalty: 3313.386963
	Iteration 4F: 3 clusters Score -2603428 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2604774.250000 Penalty: 3313.386963
	Iteration 5F: 3 clusters Score -2604774 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2606420.250000 Penalty: 3313.386963
	Iteration 6F: 3 clusters Score -2606420 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2608283.750000 Penalty: 3313.386963
	Iteration 7F: 3 clusters Score -2608284 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2609989.250000 Penalty: 3313.386963
	Iteration 8F: 3 clusters Score -2609989 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2610909.750000 Penalty: 3313.386963
	Iteration 9Q: 3 clusters Score -2610910 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2611334.500000 Penalty: 3313.386963
	Iteration 10Q: 3 clusters Score -2611334 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2611549.250000 Penalty: 3313.386963
	Iteration 11Q: 3 clusters Score -2611549 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2611677.500000 Penalty: 3313.386963
	Iteration 12Q: 3 clusters Score -2611678 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2611760.250000 Penalty: 3313.386963
	Iteration 13Q: 3 clusters Score -2611760 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2611828.250000 Penalty: 3313.386963
	Iteration 14Q: 3 clusters Score -2611828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2611852.000000 Penalty: 3313.386963
	Iteration 15Q: 3 clusters Score -2611852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2611879.500000 Penalty: 3313.386963
	Iteration 16Q: 3 clusters Score -2611880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2611889.000000 Penalty: 3313.386963
	Iteration 17Q: 3 clusters Score -2611889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2611895.250000 Penalty: 3313.386963
	Iteration 18Q: 3 clusters Score -2611895 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2611911.250000 Penalty: 3313.386963
	Iteration 19Q: 3 clusters Score -2611911 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2611920.000000 Penalty: 3313.386963
	Iteration 20F: 3 clusters Score -2611920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2611927.750000 Penalty: 3313.386963
	Iteration 21Q: 3 clusters Score -2611928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2611931.000000 Penalty: 3313.386963
	Iteration 22Q: 3 clusters Score -2611931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2611929.250000 Penalty: 3313.386963
	Iteration 23Q: 3 clusters Score -2611929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2611936.250000 Penalty: 3313.386963
	Iteration 24Q: 3 clusters Score -2611936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2611935.750000 Penalty: 3313.386963
	Iteration 25Q: 3 clusters Score -2611936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2611937.500000 Penalty: 3313.386963
	Iteration 26Q: 3 clusters Score -2611938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2611939.250000 Penalty: 3313.386963
	Iteration 27Q: 3 clusters Score -2611939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2611938.000000 Penalty: 3313.386963
	Iteration 28Q: 3 clusters Score -2611938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2611935.000000 Penalty: 3313.386963
	Iteration 29Q: 3 clusters Score -2611935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2611938.750000 Penalty: 3313.386963
	Iteration 30Q: 3 clusters Score -2611939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2611937.250000 Penalty: 3313.386963
	Iteration 31Q: 3 clusters Score -2611937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2611934.500000 Penalty: 3313.386963
	Iteration 32Q: 3 clusters Score -2611934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2611938.500000 Penalty: 3313.386963
	Iteration 33Q: 3 clusters Score -2611938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2611940.750000 Penalty: 3313.386963
	Iteration 34Q: 3 clusters Score -2611941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2611942.250000 Penalty: 3313.386963
	Iteration 35Q: 3 clusters Score -2611942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2611942.500000 Penalty: 3313.386963
	Iteration 36Q: 3 clusters Score -2611942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2611946.750000 Penalty: 3313.386963
	Iteration 37Q: 3 clusters Score -2611947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2611945.750000 Penalty: 3313.386963
	Iteration 38Q: 3 clusters Score -2611946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2611948.000000 Penalty: 3313.386963
	Iteration 39Q: 3 clusters Score -2611948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2611947.500000 Penalty: 3313.386963
	Iteration 40F: 3 clusters Score -2611948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2611948.500000 Penalty: 3313.386963
	Iteration 41Q: 3 clusters Score -2611948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2611949.250000 Penalty: 3313.386963
	Iteration 42Q: 3 clusters Score -2611949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2611945.000000 Penalty: 3313.386963
	Iteration 43Q: 3 clusters Score -2611945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2611942.000000 Penalty: 3313.386963
	Iteration 44Q: 3 clusters Score -2611942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2611939.500000 Penalty: 3313.386963
	Iteration 45Q: 3 clusters Score -2611940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2611939.250000 Penalty: 3313.386963
	Iteration 46Q: 3 clusters Score -2611939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2611944.000000 Penalty: 3313.386963
	Iteration 47Q: 3 clusters Score -2611944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2611947.000000 Penalty: 3313.386963
	Iteration 48Q: 3 clusters Score -2611947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2611948.000000 Penalty: 3313.386963
	Iteration 49Q: 3 clusters Score -2611948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2611952.750000 Penalty: 3313.386963
	Iteration 50Q: 3 clusters Score -2611953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2611953.500000 Penalty: 3313.386963
	Iteration 51Q: 3 clusters Score -2611954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2611955.750000 Penalty: 3313.386963
	Iteration 52Q: 3 clusters Score -2611956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2611956.000000 Penalty: 3313.386963
	Iteration 53Q: 3 clusters Score -2611956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2611955.750000 Penalty: 3313.386963
	Iteration 54Q: 3 clusters Score -2611956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2611960.000000 Penalty: 3313.386963
	Iteration 55Q: 3 clusters Score -2611960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2611957.250000 Penalty: 3313.386963
	Iteration 56Q: 3 clusters Score -2611957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2611956.250000 Penalty: 3313.386963
	Iteration 57Q: 3 clusters Score -2611956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2611958.000000 Penalty: 3313.386963
	Iteration 58Q: 3 clusters Score -2611958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2611960.250000 Penalty: 3313.386963
	Iteration 59Q: 3 clusters Score -2611960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2611954.750000 Penalty: 3313.386963
	Iteration 60F: 3 clusters Score -2611955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2611957.750000 Penalty: 3313.386963
	Iteration 61Q: 3 clusters Score -2611958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2611957.000000 Penalty: 3313.386963
	Iteration 62Q: 3 clusters Score -2611957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2611956.500000 Penalty: 3313.386963
	Iteration 63Q: 3 clusters Score -2611956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2611958.000000 Penalty: 3313.386963
	Iteration 64Q: 3 clusters Score -2611958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2611958.250000 Penalty: 3313.386963
	Iteration 65Q: 3 clusters Score -2611958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2611960.250000 Penalty: 3313.386963
	Iteration 66Q: 3 clusters Score -2611960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2611962.500000 Penalty: 3313.386963
	Iteration 67Q: 3 clusters Score -2611962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2611956.500000 Penalty: 3313.386963
	Iteration 68Q: 3 clusters Score -2611956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2611961.000000 Penalty: 3313.386963
	Iteration 69Q: 3 clusters Score -2611961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2611956.500000 Penalty: 3313.386963
	Iteration 70Q: 3 clusters Score -2611956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2611956.750000 Penalty: 3313.386963
	Iteration 71Q: 3 clusters Score -2611957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2611955.250000 Penalty: 3313.386963
	Iteration 72Q: 3 clusters Score -2611955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2611956.250000 Penalty: 3313.386963
	Iteration 73Q: 3 clusters Score -2611956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2611953.000000 Penalty: 3313.386963
	Iteration 74Q: 3 clusters Score -2611953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2611953.500000 Penalty: 3313.386963
	Iteration 75Q: 3 clusters Score -2611954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2611951.500000 Penalty: 3313.386963
	Iteration 76Q: 3 clusters Score -2611952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2611951.500000 Penalty: 3313.386963
	Iteration 77F: 3 clusters Score -2611952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (109831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Entering Unmasked Estep 
Score: -10881212.000000 Penalty: 1886.088379
	Iteration 0F: 2 clusters Score -1.088121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -10808461.000000 Penalty: 3772.176758
	Iteration 0F: 3 clusters Score -1.080846e+07 nChanged 52693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -10839341.000000 Penalty: 3772.176758
	Iteration 1F: 3 clusters Score -1.083934e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -10840808.000000 Penalty: 3772.176758
	Iteration 2Q: 3 clusters Score -1.084081e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -10843056.000000 Penalty: 3772.176758
	Iteration 3Q: 3 clusters Score -1.084306e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -10846500.000000 Penalty: 3772.176758
	Iteration 4F: 3 clusters Score -1.08465e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -10851803.000000 Penalty: 3772.176758
	Iteration 5F: 3 clusters Score -1.08518e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -10858668.000000 Penalty: 3772.176758
	Iteration 6F: 3 clusters Score -1.085867e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -10865439.000000 Penalty: 3772.176758
	Iteration 7F: 3 clusters Score -1.086544e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100127 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -10871365.000000 Penalty: 3772.176758
	Iteration 8F: 3 clusters Score -1.087136e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104769 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -10875563.000000 Penalty: 3772.176758
	Iteration 9Q: 3 clusters Score -1.087556e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -10878079.000000 Penalty: 3772.176758
	Iteration 10Q: 3 clusters Score -1.087808e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108666 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10879161.000000 Penalty: 3772.176758
	Iteration 11Q: 3 clusters Score -1.087916e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10879606.000000 Penalty: 3772.176758
	Iteration 12Q: 3 clusters Score -1.087961e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10879788.000000 Penalty: 3772.176758
	Iteration 13Q: 3 clusters Score -1.087979e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109461 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -10879879.000000 Penalty: 3772.176758
	Iteration 14Q: 3 clusters Score -1.087988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10879950.000000 Penalty: 3772.176758
	Iteration 15Q: 3 clusters Score -1.087995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10879988.000000 Penalty: 3772.176758
	Iteration 16Q: 3 clusters Score -1.087999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10880011.000000 Penalty: 3772.176758
	Iteration 17Q: 3 clusters Score -1.088001e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10880037.000000 Penalty: 3772.176758
	Iteration 18Q: 3 clusters Score -1.088004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10880048.000000 Penalty: 3772.176758
	Iteration 19Q: 3 clusters Score -1.088005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109573 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10880059.000000 Penalty: 3772.176758
	Iteration 20F: 3 clusters Score -1.088006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10880064.000000 Penalty: 3772.176758
	Iteration 21Q: 3 clusters Score -1.088006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109576 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10880068.000000 Penalty: 3772.176758
	Iteration 22Q: 3 clusters Score -1.088007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10880085.000000 Penalty: 3772.176758
	Iteration 23Q: 3 clusters Score -1.088008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10880086.000000 Penalty: 3772.176758
	Iteration 24Q: 3 clusters Score -1.088009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10880077.000000 Penalty: 3772.176758
	Iteration 25Q: 3 clusters Score -1.088008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109583 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10880084.000000 Penalty: 3772.176758
	Iteration 26Q: 3 clusters Score -1.088008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10880102.000000 Penalty: 3772.176758
	Iteration 27Q: 3 clusters Score -1.08801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10880097.000000 Penalty: 3772.176758
	Iteration 28Q: 3 clusters Score -1.08801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10880101.000000 Penalty: 3772.176758
	Iteration 29Q: 3 clusters Score -1.08801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109586 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10880100.000000 Penalty: 3772.176758
	Iteration 30Q: 3 clusters Score -1.08801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10880104.000000 Penalty: 3772.176758
	Iteration 31Q: 3 clusters Score -1.08801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109587 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10880109.000000 Penalty: 3772.176758
	Iteration 32Q: 3 clusters Score -1.088011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109587 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10880102.000000 Penalty: 3772.176758
	Iteration 33Q: 3 clusters Score -1.08801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10880106.000000 Penalty: 3772.176758
	Iteration 34Q: 3 clusters Score -1.088011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109583 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10880106.000000 Penalty: 3772.176758
	Iteration 35Q: 3 clusters Score -1.088011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109583 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10880106.000000 Penalty: 3772.176758
	Iteration 36F: 3 clusters Score -1.088011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1211714.500000 Penalty: 1547.623413
	Iteration 0F: 2 clusters Score -1211714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1202250.875000 Penalty: 3095.246826
	Iteration 0F: 3 clusters Score -1202251 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1206231.875000 Penalty: 3095.246826
	Iteration 1F: 3 clusters Score -1206232 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1207660.875000 Penalty: 3095.246826
	Iteration 2F: 3 clusters Score -1207661 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1208954.625000 Penalty: 3095.246826
	Iteration 3F: 3 clusters Score -1208955 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1210147.625000 Penalty: 3095.246826
	Iteration 4F: 3 clusters Score -1210148 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1211167.625000 Penalty: 3095.246826
	Iteration 5F: 3 clusters Score -1211168 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1211879.000000 Penalty: 3095.246826
	Iteration 6F: 3 clusters Score -1211879 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1212288.875000 Penalty: 3095.246826
	Iteration 7Q: 3 clusters Score -1212289 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1212519.875000 Penalty: 3095.246826
	Iteration 8Q: 3 clusters Score -1212520 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1212635.625000 Penalty: 3095.246826
	Iteration 9Q: 3 clusters Score -1212636 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1212692.625000 Penalty: 3095.246826
	Iteration 10Q: 3 clusters Score -1212693 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1212731.125000 Penalty: 3095.246826
	Iteration 11Q: 3 clusters Score -1212731 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1212752.500000 Penalty: 3095.246826
	Iteration 12Q: 3 clusters Score -1212752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1212773.500000 Penalty: 3095.246826
	Iteration 13Q: 3 clusters Score -1212774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1212787.500000 Penalty: 3095.246826
	Iteration 14Q: 3 clusters Score -1212788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1212801.875000 Penalty: 3095.246826
	Iteration 15Q: 3 clusters Score -1212802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1212807.500000 Penalty: 3095.246826
	Iteration 16Q: 3 clusters Score -1212808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1212816.375000 Penalty: 3095.246826
	Iteration 17Q: 3 clusters Score -1212816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1212817.625000 Penalty: 3095.246826
	Iteration 18Q: 3 clusters Score -1212818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1212825.250000 Penalty: 3095.246826
	Iteration 19Q: 3 clusters Score -1212825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1212825.500000 Penalty: 3095.246826
	Iteration 20F: 3 clusters Score -1212826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1212830.000000 Penalty: 3095.246826
	Iteration 21Q: 3 clusters Score -1212830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1212834.125000 Penalty: 3095.246826
	Iteration 22Q: 3 clusters Score -1212834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1212838.875000 Penalty: 3095.246826
	Iteration 23Q: 3 clusters Score -1212839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1212843.500000 Penalty: 3095.246826
	Iteration 24Q: 3 clusters Score -1212844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1212841.125000 Penalty: 3095.246826
	Iteration 25Q: 3 clusters Score -1212841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1212844.625000 Penalty: 3095.246826
	Iteration 26Q: 3 clusters Score -1212845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1212842.500000 Penalty: 3095.246826
	Iteration 27Q: 3 clusters Score -1212842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1212842.125000 Penalty: 3095.246826
	Iteration 28Q: 3 clusters Score -1212842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1212843.750000 Penalty: 3095.246826
	Iteration 29Q: 3 clusters Score -1212844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1212843.250000 Penalty: 3095.246826
	Iteration 30Q: 3 clusters Score -1212843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1212841.375000 Penalty: 3095.246826
	Iteration 31Q: 3 clusters Score -1212841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1212844.875000 Penalty: 3095.246826
	Iteration 32Q: 3 clusters Score -1212845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1212842.375000 Penalty: 3095.246826
	Iteration 33Q: 3 clusters Score -1212842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1212844.875000 Penalty: 3095.246826
	Iteration 34Q: 3 clusters Score -1212845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1212846.625000 Penalty: 3095.246826
	Iteration 35Q: 3 clusters Score -1212847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1212848.750000 Penalty: 3095.246826
	Iteration 36Q: 3 clusters Score -1212849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1212849.750000 Penalty: 3095.246826
	Iteration 37Q: 3 clusters Score -1212850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1212849.000000 Penalty: 3095.246826
	Iteration 38Q: 3 clusters Score -1212849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1212849.125000 Penalty: 3095.246826
	Iteration 39Q: 3 clusters Score -1212849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1212850.250000 Penalty: 3095.246826
	Iteration 40F: 3 clusters Score -1212850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1212849.750000 Penalty: 3095.246826
	Iteration 41Q: 3 clusters Score -1212850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1212849.750000 Penalty: 3095.246826
	Iteration 42F: 3 clusters Score -1212850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 15012 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 26770 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 109831 members 
Mstep: Class 14 contains 9251 members 
Mstep: Class 15 contains 121779 members 
Mstep: Class 16 contains 33636 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 29968 members 
Mstep: Class 21 contains 23269 members 
Entering Unmasked Estep 
Score: -52391720.000000 Penalty: 45076.125000
Splitting cluster 14 changes total score from -52385848.000000 to -52391720.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (121779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Entering Unmasked Estep 
Score: -12063992.000000 Penalty: 1902.869019
	Iteration 0F: 2 clusters Score -1.206399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -11983820.000000 Penalty: 3805.738037
	Iteration 0F: 3 clusters Score -1.198382e+07 nChanged 58588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -12017779.000000 Penalty: 3805.738037
	Iteration 1F: 3 clusters Score -1.201778e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -12018703.000000 Penalty: 3805.738037
	Iteration 2Q: 3 clusters Score -1.20187e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -12020076.000000 Penalty: 3805.738037
	Iteration 3Q: 3 clusters Score -1.202008e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -12021979.000000 Penalty: 3805.738037
	Iteration 4Q: 3 clusters Score -1.202198e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -12024462.000000 Penalty: 3805.738037
	Iteration 5F: 3 clusters Score -1.202446e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -12027664.000000 Penalty: 3805.738037
	Iteration 6F: 3 clusters Score -1.202766e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -12031383.000000 Penalty: 3805.738037
	Iteration 7F: 3 clusters Score -1.203138e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -12035453.000000 Penalty: 3805.738037
	Iteration 8F: 3 clusters Score -1.203545e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -12039382.000000 Penalty: 3805.738037
	Iteration 9F: 3 clusters Score -1.203938e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -12043417.000000 Penalty: 3805.738037
	Iteration 10F: 3 clusters Score -1.204342e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -12047197.000000 Penalty: 3805.738037
	Iteration 11F: 3 clusters Score -1.20472e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -12051038.000000 Penalty: 3805.738037
	Iteration 12Q: 3 clusters Score -1.205104e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -12054746.000000 Penalty: 3805.738037
	Iteration 13Q: 3 clusters Score -1.205475e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -12057457.000000 Penalty: 3805.738037
	Iteration 14Q: 3 clusters Score -1.205746e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 117676 members 
Entering Unmasked Estep 
Score: -12059427.000000 Penalty: 3805.738037
	Iteration 15Q: 3 clusters Score -1.205943e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -12060695.000000 Penalty: 3805.738037
	Iteration 16Q: 3 clusters Score -1.20607e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 120347 members 
Entering Unmasked Estep 
Score: -12061333.000000 Penalty: 3805.738037
	Iteration 17Q: 3 clusters Score -1.206133e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 120825 members 
Entering Unmasked Estep 
Score: -12061722.000000 Penalty: 3805.738037
	Iteration 18Q: 3 clusters Score -1.206172e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 121093 members 
Entering Unmasked Estep 
Score: -12061942.000000 Penalty: 3805.738037
	Iteration 19Q: 3 clusters Score -1.206194e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 121242 members 
Entering Unmasked Estep 
Score: -12062085.000000 Penalty: 3805.738037
	Iteration 20F: 3 clusters Score -1.206208e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 121328 members 
Entering Unmasked Estep 
Score: -12062182.000000 Penalty: 3805.738037
	Iteration 21Q: 3 clusters Score -1.206218e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -12062234.000000 Penalty: 3805.738037
	Iteration 22Q: 3 clusters Score -1.206223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 121396 members 
Entering Unmasked Estep 
Score: -12062261.000000 Penalty: 3805.738037
	Iteration 23Q: 3 clusters Score -1.206226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 121413 members 
Entering Unmasked Estep 
Score: -12062295.000000 Penalty: 3805.738037
	Iteration 24Q: 3 clusters Score -1.20623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 121427 members 
Entering Unmasked Estep 
Score: -12062299.000000 Penalty: 3805.738037
	Iteration 25Q: 3 clusters Score -1.20623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -12062313.000000 Penalty: 3805.738037
	Iteration 26Q: 3 clusters Score -1.206231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 121446 members 
Entering Unmasked Estep 
Score: -12062333.000000 Penalty: 3805.738037
	Iteration 27Q: 3 clusters Score -1.206233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -12062336.000000 Penalty: 3805.738037
	Iteration 28Q: 3 clusters Score -1.206234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 121459 members 
Entering Unmasked Estep 
Score: -12062351.000000 Penalty: 3805.738037
	Iteration 29Q: 3 clusters Score -1.206235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121468 members 
Entering Unmasked Estep 
Score: -12062348.000000 Penalty: 3805.738037
	Iteration 30Q: 3 clusters Score -1.206235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
Score: -12062349.000000 Penalty: 3805.738037
	Iteration 31Q: 3 clusters Score -1.206235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
Score: -12062349.000000 Penalty: 3805.738037
	Iteration 32Q: 3 clusters Score -1.206235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121467 members 
Entering Unmasked Estep 
Score: -12062347.000000 Penalty: 3805.738037
	Iteration 33Q: 3 clusters Score -1.206235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121466 members 
Entering Unmasked Estep 
Score: -12062352.000000 Penalty: 3805.738037
	Iteration 34Q: 3 clusters Score -1.206235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
Score: -12062357.000000 Penalty: 3805.738037
	Iteration 35Q: 3 clusters Score -1.206236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 121465 members 
Entering Unmasked Estep 
Score: -12062357.000000 Penalty: 3805.738037
	Iteration 36F: 3 clusters Score -1.206236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Entering Unmasked Estep 
Score: -3303578.000000 Penalty: 1693.794800
	Iteration 0F: 2 clusters Score -3303578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3280965.000000 Penalty: 3387.589600
	Iteration 0F: 3 clusters Score -3280965 nChanged 15455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3289712.750000 Penalty: 3387.589600
	Iteration 1F: 3 clusters Score -3289713 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3290333.750000 Penalty: 3387.589600
	Iteration 2Q: 3 clusters Score -3290334 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3291002.500000 Penalty: 3387.589600
	Iteration 3Q: 3 clusters Score -3291002 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3291738.750000 Penalty: 3387.589600
	Iteration 4Q: 3 clusters Score -3291739 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3292417.750000 Penalty: 3387.589600
	Iteration 5Q: 3 clusters Score -3292418 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3293069.750000 Penalty: 3387.589600
	Iteration 6Q: 3 clusters Score -3293070 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3293801.500000 Penalty: 3387.589600
	Iteration 7Q: 3 clusters Score -3293802 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3294573.000000 Penalty: 3387.589600
	Iteration 8Q: 3 clusters Score -3294573 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3295365.250000 Penalty: 3387.589600
	Iteration 9Q: 3 clusters Score -3295365 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3296079.750000 Penalty: 3387.589600
	Iteration 10Q: 3 clusters Score -3296080 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3296685.000000 Penalty: 3387.589600
	Iteration 11Q: 3 clusters Score -3296685 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3297126.000000 Penalty: 3387.589600
	Iteration 12Q: 3 clusters Score -3297126 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3297424.250000 Penalty: 3387.589600
	Iteration 13Q: 3 clusters Score -3297424 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3297660.750000 Penalty: 3387.589600
	Iteration 14Q: 3 clusters Score -3297661 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3297869.750000 Penalty: 3387.589600
	Iteration 15Q: 3 clusters Score -3297870 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3298118.750000 Penalty: 3387.589600
	Iteration 16Q: 3 clusters Score -3298119 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -3298408.000000 Penalty: 3387.589600
	Iteration 17Q: 3 clusters Score -3298408 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3298792.500000 Penalty: 3387.589600
	Iteration 18Q: 3 clusters Score -3298792 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3299234.500000 Penalty: 3387.589600
	Iteration 19Q: 3 clusters Score -3299234 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3299716.250000 Penalty: 3387.589600
	Iteration 20F: 3 clusters Score -3299716 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3300272.750000 Penalty: 3387.589600
	Iteration 21Q: 3 clusters Score -3300273 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3300786.750000 Penalty: 3387.589600
	Iteration 22Q: 3 clusters Score -3300787 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3301299.750000 Penalty: 3387.589600
	Iteration 23Q: 3 clusters Score -3301300 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3301765.750000 Penalty: 3387.589600
	Iteration 24Q: 3 clusters Score -3301766 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3302131.250000 Penalty: 3387.589600
	Iteration 25Q: 3 clusters Score -3302131 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3302404.250000 Penalty: 3387.589600
	Iteration 26Q: 3 clusters Score -3302404 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3302622.500000 Penalty: 3387.589600
	Iteration 27Q: 3 clusters Score -3302622 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3302732.000000 Penalty: 3387.589600
	Iteration 28Q: 3 clusters Score -3302732 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3302800.250000 Penalty: 3387.589600
	Iteration 29Q: 3 clusters Score -3302800 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3302868.500000 Penalty: 3387.589600
	Iteration 30Q: 3 clusters Score -3302868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3302919.250000 Penalty: 3387.589600
	Iteration 31Q: 3 clusters Score -3302919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3302949.500000 Penalty: 3387.589600
	Iteration 32Q: 3 clusters Score -3302950 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3302988.000000 Penalty: 3387.589600
	Iteration 33Q: 3 clusters Score -3302988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3303010.750000 Penalty: 3387.589600
	Iteration 34Q: 3 clusters Score -3303011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3303020.750000 Penalty: 3387.589600
	Iteration 35Q: 3 clusters Score -3303021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3303039.750000 Penalty: 3387.589600
	Iteration 36Q: 3 clusters Score -3303040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3303032.000000 Penalty: 3387.589600
	Iteration 37Q: 3 clusters Score -3303032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3303032.500000 Penalty: 3387.589600
	Iteration 38Q: 3 clusters Score -3303032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3303033.250000 Penalty: 3387.589600
	Iteration 39Q: 3 clusters Score -3303033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3303133.750000 Penalty: 3387.589600
	Iteration 40F: 3 clusters Score -3303134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3303180.250000 Penalty: 3387.589600
	Iteration 41Q: 3 clusters Score -3303180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3303201.000000 Penalty: 3387.589600
	Iteration 42Q: 3 clusters Score -3303201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3303220.750000 Penalty: 3387.589600
	Iteration 43Q: 3 clusters Score -3303221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3303235.750000 Penalty: 3387.589600
	Iteration 44Q: 3 clusters Score -3303236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3303251.250000 Penalty: 3387.589600
	Iteration 45Q: 3 clusters Score -3303251 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3303268.250000 Penalty: 3387.589600
	Iteration 46Q: 3 clusters Score -3303268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3303290.000000 Penalty: 3387.589600
	Iteration 47Q: 3 clusters Score -3303290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3303326.250000 Penalty: 3387.589600
	Iteration 48Q: 3 clusters Score -3303326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3303331.250000 Penalty: 3387.589600
	Iteration 49Q: 3 clusters Score -3303331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3303342.000000 Penalty: 3387.589600
	Iteration 50Q: 3 clusters Score -3303342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3303361.000000 Penalty: 3387.589600
	Iteration 51Q: 3 clusters Score -3303361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3303376.750000 Penalty: 3387.589600
	Iteration 52Q: 3 clusters Score -3303377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3303390.000000 Penalty: 3387.589600
	Iteration 53Q: 3 clusters Score -3303390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3303385.250000 Penalty: 3387.589600
	Iteration 54Q: 3 clusters Score -3303385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3303406.000000 Penalty: 3387.589600
	Iteration 55Q: 3 clusters Score -3303406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3303408.500000 Penalty: 3387.589600
	Iteration 56Q: 3 clusters Score -3303408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3303413.000000 Penalty: 3387.589600
	Iteration 57Q: 3 clusters Score -3303413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3303411.500000 Penalty: 3387.589600
	Iteration 58Q: 3 clusters Score -3303412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3303421.000000 Penalty: 3387.589600
	Iteration 59Q: 3 clusters Score -3303421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3303446.500000 Penalty: 3387.589600
	Iteration 60F: 3 clusters Score -3303446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3303459.500000 Penalty: 3387.589600
	Iteration 61Q: 3 clusters Score -3303460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3303483.000000 Penalty: 3387.589600
	Iteration 62Q: 3 clusters Score -3303483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3303493.250000 Penalty: 3387.589600
	Iteration 63Q: 3 clusters Score -3303493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3303497.500000 Penalty: 3387.589600
	Iteration 64Q: 3 clusters Score -3303498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3303510.250000 Penalty: 3387.589600
	Iteration 65Q: 3 clusters Score -3303510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3303515.250000 Penalty: 3387.589600
	Iteration 66Q: 3 clusters Score -3303515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3303515.000000 Penalty: 3387.589600
	Iteration 67Q: 3 clusters Score -3303515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3303513.500000 Penalty: 3387.589600
	Iteration 68Q: 3 clusters Score -3303514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3303516.000000 Penalty: 3387.589600
	Iteration 69Q: 3 clusters Score -3303516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3303514.250000 Penalty: 3387.589600
	Iteration 70Q: 3 clusters Score -3303514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3303514.500000 Penalty: 3387.589600
	Iteration 71Q: 3 clusters Score -3303514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3303514.750000 Penalty: 3387.589600
	Iteration 72Q: 3 clusters Score -3303515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3303509.500000 Penalty: 3387.589600
	Iteration 73Q: 3 clusters Score -3303510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3303512.250000 Penalty: 3387.589600
	Iteration 74Q: 3 clusters Score -3303512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3303515.750000 Penalty: 3387.589600
	Iteration 75Q: 3 clusters Score -3303516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3303516.500000 Penalty: 3387.589600
	Iteration 76Q: 3 clusters Score -3303516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3303518.250000 Penalty: 3387.589600
	Iteration 77Q: 3 clusters Score -3303518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3303521.500000 Penalty: 3387.589600
	Iteration 78Q: 3 clusters Score -3303522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3303521.750000 Penalty: 3387.589600
	Iteration 79Q: 3 clusters Score -3303522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3303518.250000 Penalty: 3387.589600
	Iteration 80F: 3 clusters Score -3303518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Entering Unmasked Estep 
Score: -2985747.500000 Penalty: 1673.177246
	Iteration 0F: 2 clusters Score -2985748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2965788.500000 Penalty: 3346.354492
	Iteration 0F: 3 clusters Score -2965788 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2973198.750000 Penalty: 3346.354492
	Iteration 1F: 3 clusters Score -2973199 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2973553.000000 Penalty: 3346.354492
	Iteration 2Q: 3 clusters Score -2973553 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2973947.750000 Penalty: 3346.354492
	Iteration 3Q: 3 clusters Score -2973948 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2974391.500000 Penalty: 3346.354492
	Iteration 4Q: 3 clusters Score -2974392 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2974957.750000 Penalty: 3346.354492
	Iteration 5Q: 3 clusters Score -2974958 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2975709.750000 Penalty: 3346.354492
	Iteration 6Q: 3 clusters Score -2975710 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2976555.250000 Penalty: 3346.354492
	Iteration 7Q: 3 clusters Score -2976555 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2977499.250000 Penalty: 3346.354492
	Iteration 8F: 3 clusters Score -2977499 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2978467.250000 Penalty: 3346.354492
	Iteration 9Q: 3 clusters Score -2978467 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2979273.000000 Penalty: 3346.354492
	Iteration 10Q: 3 clusters Score -2979273 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2980008.250000 Penalty: 3346.354492
	Iteration 11Q: 3 clusters Score -2980008 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2980677.750000 Penalty: 3346.354492
	Iteration 12Q: 3 clusters Score -2980678 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2981296.500000 Penalty: 3346.354492
	Iteration 13Q: 3 clusters Score -2981296 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -2981898.000000 Penalty: 3346.354492
	Iteration 14Q: 3 clusters Score -2981898 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2982389.000000 Penalty: 3346.354492
	Iteration 15Q: 3 clusters Score -2982389 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -2982814.500000 Penalty: 3346.354492
	Iteration 16Q: 3 clusters Score -2982814 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -2983235.250000 Penalty: 3346.354492
	Iteration 17Q: 3 clusters Score -2983235 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2983622.250000 Penalty: 3346.354492
	Iteration 18Q: 3 clusters Score -2983622 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2983946.250000 Penalty: 3346.354492
	Iteration 19Q: 3 clusters Score -2983946 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -2984190.000000 Penalty: 3346.354492
	Iteration 20F: 3 clusters Score -2984190 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -2984336.500000 Penalty: 3346.354492
	Iteration 21Q: 3 clusters Score -2984336 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2984448.250000 Penalty: 3346.354492
	Iteration 22Q: 3 clusters Score -2984448 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -2984516.000000 Penalty: 3346.354492
	Iteration 23Q: 3 clusters Score -2984516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -2984558.500000 Penalty: 3346.354492
	Iteration 24Q: 3 clusters Score -2984558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -2984596.500000 Penalty: 3346.354492
	Iteration 25Q: 3 clusters Score -2984596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -2984624.250000 Penalty: 3346.354492
	Iteration 26Q: 3 clusters Score -2984624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -2984637.250000 Penalty: 3346.354492
	Iteration 27Q: 3 clusters Score -2984637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -2984640.250000 Penalty: 3346.354492
	Iteration 28Q: 3 clusters Score -2984640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2984638.250000 Penalty: 3346.354492
	Iteration 29Q: 3 clusters Score -2984638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2984650.500000 Penalty: 3346.354492
	Iteration 30Q: 3 clusters Score -2984650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2984655.000000 Penalty: 3346.354492
	Iteration 31Q: 3 clusters Score -2984655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2984658.250000 Penalty: 3346.354492
	Iteration 32Q: 3 clusters Score -2984658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -2984669.250000 Penalty: 3346.354492
	Iteration 33Q: 3 clusters Score -2984669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2984663.750000 Penalty: 3346.354492
	Iteration 34Q: 3 clusters Score -2984664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2984667.250000 Penalty: 3346.354492
	Iteration 35Q: 3 clusters Score -2984667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2984667.000000 Penalty: 3346.354492
	Iteration 36Q: 3 clusters Score -2984667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -2984672.000000 Penalty: 3346.354492
	Iteration 37Q: 3 clusters Score -2984672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2984671.500000 Penalty: 3346.354492
	Iteration 38Q: 3 clusters Score -2984672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -2984671.000000 Penalty: 3346.354492
	Iteration 39Q: 3 clusters Score -2984671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2984669.250000 Penalty: 3346.354492
	Iteration 40F: 3 clusters Score -2984669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -2984671.250000 Penalty: 3346.354492
	Iteration 41Q: 3 clusters Score -2984671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -2984671.250000 Penalty: 3346.354492
	Iteration 42Q: 3 clusters Score -2984671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -2984673.000000 Penalty: 3346.354492
	Iteration 43Q: 3 clusters Score -2984673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -2984670.750000 Penalty: 3346.354492
	Iteration 44Q: 3 clusters Score -2984671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -2984668.250000 Penalty: 3346.354492
	Iteration 45Q: 3 clusters Score -2984668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2984670.000000 Penalty: 3346.354492
	Iteration 46Q: 3 clusters Score -2984670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2984671.000000 Penalty: 3346.354492
	Iteration 47Q: 3 clusters Score -2984671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2984669.500000 Penalty: 3346.354492
	Iteration 48Q: 3 clusters Score -2984670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2984670.500000 Penalty: 3346.354492
	Iteration 49Q: 3 clusters Score -2984670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2984668.250000 Penalty: 3346.354492
	Iteration 50Q: 3 clusters Score -2984668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -2984668.000000 Penalty: 3346.354492
	Iteration 51Q: 3 clusters Score -2984668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -2984668.000000 Penalty: 3346.354492
	Iteration 52Q: 3 clusters Score -2984668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2984669.250000 Penalty: 3346.354492
	Iteration 53Q: 3 clusters Score -2984669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2984669.250000 Penalty: 3346.354492
	Iteration 54F: 3 clusters Score -2984669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Entering Unmasked Estep 
Score: -373446.281250 Penalty: 1330.887451
	Iteration 0F: 2 clusters Score -373446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -370309.937500 Penalty: 2661.774902
	Iteration 0F: 3 clusters Score -370309.9 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -371063.093750 Penalty: 2661.774902
	Iteration 1F: 3 clusters Score -371063.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -371203.250000 Penalty: 2661.774902
	Iteration 2F: 3 clusters Score -371203.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -371288.906250 Penalty: 2661.774902
	Iteration 3Q: 3 clusters Score -371288.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -371353.656250 Penalty: 2661.774902
	Iteration 4Q: 3 clusters Score -371353.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -371406.125000 Penalty: 2661.774902
	Iteration 5Q: 3 clusters Score -371406.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -371460.125000 Penalty: 2661.774902
	Iteration 6Q: 3 clusters Score -371460.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -371503.312500 Penalty: 2661.774902
	Iteration 7Q: 3 clusters Score -371503.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -371534.875000 Penalty: 2661.774902
	Iteration 8Q: 3 clusters Score -371534.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -371561.281250 Penalty: 2661.774902
	Iteration 9Q: 3 clusters Score -371561.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -371585.625000 Penalty: 2661.774902
	Iteration 10Q: 3 clusters Score -371585.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -371611.750000 Penalty: 2661.774902
	Iteration 11Q: 3 clusters Score -371611.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -371637.781250 Penalty: 2661.774902
	Iteration 12Q: 3 clusters Score -371637.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -371661.781250 Penalty: 2661.774902
	Iteration 13Q: 3 clusters Score -371661.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -371690.156250 Penalty: 2661.774902
	Iteration 14Q: 3 clusters Score -371690.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -371722.937500 Penalty: 2661.774902
	Iteration 15Q: 3 clusters Score -371722.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -371760.093750 Penalty: 2661.774902
	Iteration 16Q: 3 clusters Score -371760.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -371797.187500 Penalty: 2661.774902
	Iteration 17Q: 3 clusters Score -371797.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -371836.000000 Penalty: 2661.774902
	Iteration 18Q: 3 clusters Score -371836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -371877.281250 Penalty: 2661.774902
	Iteration 19Q: 3 clusters Score -371877.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -371916.031250 Penalty: 2661.774902
	Iteration 20F: 3 clusters Score -371916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -371952.375000 Penalty: 2661.774902
	Iteration 21Q: 3 clusters Score -371952.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -371989.906250 Penalty: 2661.774902
	Iteration 22Q: 3 clusters Score -371989.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -372029.343750 Penalty: 2661.774902
	Iteration 23Q: 3 clusters Score -372029.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -372058.031250 Penalty: 2661.774902
	Iteration 24Q: 3 clusters Score -372058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -372083.062500 Penalty: 2661.774902
	Iteration 25Q: 3 clusters Score -372083.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -372102.593750 Penalty: 2661.774902
	Iteration 26Q: 3 clusters Score -372102.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -372117.406250 Penalty: 2661.774902
	Iteration 27Q: 3 clusters Score -372117.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -372136.812500 Penalty: 2661.774902
	Iteration 28Q: 3 clusters Score -372136.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -372157.906250 Penalty: 2661.774902
	Iteration 29Q: 3 clusters Score -372157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -372167.250000 Penalty: 2661.774902
	Iteration 30Q: 3 clusters Score -372167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -372173.531250 Penalty: 2661.774902
	Iteration 31Q: 3 clusters Score -372173.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -372180.218750 Penalty: 2661.774902
	Iteration 32Q: 3 clusters Score -372180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -372188.968750 Penalty: 2661.774902
	Iteration 33Q: 3 clusters Score -372189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -372196.156250 Penalty: 2661.774902
	Iteration 34Q: 3 clusters Score -372196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -372203.468750 Penalty: 2661.774902
	Iteration 35Q: 3 clusters Score -372203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -372210.187500 Penalty: 2661.774902
	Iteration 36Q: 3 clusters Score -372210.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -372214.187500 Penalty: 2661.774902
	Iteration 37Q: 3 clusters Score -372214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -372219.406250 Penalty: 2661.774902
	Iteration 38Q: 3 clusters Score -372219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -372221.937500 Penalty: 2661.774902
	Iteration 39Q: 3 clusters Score -372221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -372225.375000 Penalty: 2661.774902
	Iteration 40F: 3 clusters Score -372225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -372226.468750 Penalty: 2661.774902
	Iteration 41Q: 3 clusters Score -372226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -372227.656250 Penalty: 2661.774902
	Iteration 42Q: 3 clusters Score -372227.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -372227.656250 Penalty: 2661.774902
	Iteration 43F: 3 clusters Score -372227.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Entering Unmasked Estep 
Score: -2961270.500000 Penalty: 1675.031372
	Iteration 0F: 2 clusters Score -2961270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2941190.000000 Penalty: 3350.062744
	Iteration 0F: 3 clusters Score -2941190 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2948795.500000 Penalty: 3350.062744
	Iteration 1F: 3 clusters Score -2948796 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2949387.000000 Penalty: 3350.062744
	Iteration 2Q: 3 clusters Score -2949387 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2950258.500000 Penalty: 3350.062744
	Iteration 3F: 3 clusters Score -2950258 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2951456.750000 Penalty: 3350.062744
	Iteration 4F: 3 clusters Score -2951457 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2952898.750000 Penalty: 3350.062744
	Iteration 5F: 3 clusters Score -2952899 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2954300.500000 Penalty: 3350.062744
	Iteration 6F: 3 clusters Score -2954300 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2955542.500000 Penalty: 3350.062744
	Iteration 7F: 3 clusters Score -2955542 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2956523.500000 Penalty: 3350.062744
	Iteration 8F: 3 clusters Score -2956524 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2957379.000000 Penalty: 3350.062744
	Iteration 9Q: 3 clusters Score -2957379 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2958224.750000 Penalty: 3350.062744
	Iteration 10Q: 3 clusters Score -2958225 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2958998.000000 Penalty: 3350.062744
	Iteration 11Q: 3 clusters Score -2958998 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2959786.250000 Penalty: 3350.062744
	Iteration 12Q: 3 clusters Score -2959786 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2960450.000000 Penalty: 3350.062744
	Iteration 13Q: 3 clusters Score -2960450 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2960972.750000 Penalty: 3350.062744
	Iteration 14Q: 3 clusters Score -2960973 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2961404.250000 Penalty: 3350.062744
	Iteration 15Q: 3 clusters Score -2961404 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2961795.750000 Penalty: 3350.062744
	Iteration 16Q: 3 clusters Score -2961796 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2962068.500000 Penalty: 3350.062744
	Iteration 17Q: 3 clusters Score -2962068 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2962297.500000 Penalty: 3350.062744
	Iteration 18Q: 3 clusters Score -2962298 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2962500.250000 Penalty: 3350.062744
	Iteration 19Q: 3 clusters Score -2962500 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2962668.500000 Penalty: 3350.062744
	Iteration 20F: 3 clusters Score -2962668 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2962815.750000 Penalty: 3350.062744
	Iteration 21Q: 3 clusters Score -2962816 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2962995.750000 Penalty: 3350.062744
	Iteration 22Q: 3 clusters Score -2962996 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2963131.250000 Penalty: 3350.062744
	Iteration 23Q: 3 clusters Score -2963131 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2963243.000000 Penalty: 3350.062744
	Iteration 24Q: 3 clusters Score -2963243 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2963353.250000 Penalty: 3350.062744
	Iteration 25Q: 3 clusters Score -2963353 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2963451.500000 Penalty: 3350.062744
	Iteration 26Q: 3 clusters Score -2963452 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2963495.750000 Penalty: 3350.062744
	Iteration 27Q: 3 clusters Score -2963496 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2963545.500000 Penalty: 3350.062744
	Iteration 28Q: 3 clusters Score -2963546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2963579.000000 Penalty: 3350.062744
	Iteration 29Q: 3 clusters Score -2963579 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2963595.250000 Penalty: 3350.062744
	Iteration 30Q: 3 clusters Score -2963595 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2963641.000000 Penalty: 3350.062744
	Iteration 31Q: 3 clusters Score -2963641 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2963646.250000 Penalty: 3350.062744
	Iteration 32Q: 3 clusters Score -2963646 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2963667.750000 Penalty: 3350.062744
	Iteration 33Q: 3 clusters Score -2963668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2963678.750000 Penalty: 3350.062744
	Iteration 34Q: 3 clusters Score -2963679 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2963679.750000 Penalty: 3350.062744
	Iteration 35Q: 3 clusters Score -2963680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2963686.000000 Penalty: 3350.062744
	Iteration 36Q: 3 clusters Score -2963686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2963691.500000 Penalty: 3350.062744
	Iteration 37Q: 3 clusters Score -2963692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2963690.250000 Penalty: 3350.062744
	Iteration 38Q: 3 clusters Score -2963690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2963693.250000 Penalty: 3350.062744
	Iteration 39Q: 3 clusters Score -2963693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2963693.000000 Penalty: 3350.062744
	Iteration 40F: 3 clusters Score -2963693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2963709.250000 Penalty: 3350.062744
	Iteration 41Q: 3 clusters Score -2963709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2963723.000000 Penalty: 3350.062744
	Iteration 42Q: 3 clusters Score -2963723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2963721.250000 Penalty: 3350.062744
	Iteration 43Q: 3 clusters Score -2963721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2963715.750000 Penalty: 3350.062744
	Iteration 44Q: 3 clusters Score -2963716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2963721.750000 Penalty: 3350.062744
	Iteration 45Q: 3 clusters Score -2963722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2963727.000000 Penalty: 3350.062744
	Iteration 46Q: 3 clusters Score -2963727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2963724.750000 Penalty: 3350.062744
	Iteration 47Q: 3 clusters Score -2963725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2963728.250000 Penalty: 3350.062744
	Iteration 48Q: 3 clusters Score -2963728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2963730.500000 Penalty: 3350.062744
	Iteration 49Q: 3 clusters Score -2963730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2963729.500000 Penalty: 3350.062744
	Iteration 50Q: 3 clusters Score -2963730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2963729.000000 Penalty: 3350.062744
	Iteration 51Q: 3 clusters Score -2963729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2963730.750000 Penalty: 3350.062744
	Iteration 52Q: 3 clusters Score -2963731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2963726.750000 Penalty: 3350.062744
	Iteration 53Q: 3 clusters Score -2963727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2963726.250000 Penalty: 3350.062744
	Iteration 54Q: 3 clusters Score -2963726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2963727.500000 Penalty: 3350.062744
	Iteration 55Q: 3 clusters Score -2963728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2963727.250000 Penalty: 3350.062744
	Iteration 56Q: 3 clusters Score -2963727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2963726.750000 Penalty: 3350.062744
	Iteration 57Q: 3 clusters Score -2963727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2963730.250000 Penalty: 3350.062744
	Iteration 58Q: 3 clusters Score -2963730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2963728.250000 Penalty: 3350.062744
	Iteration 59Q: 3 clusters Score -2963728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2963728.000000 Penalty: 3350.062744
	Iteration 60F: 3 clusters Score -2963728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2963726.250000 Penalty: 3350.062744
	Iteration 61Q: 3 clusters Score -2963726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2963726.500000 Penalty: 3350.062744
	Iteration 62Q: 3 clusters Score -2963726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2963726.500000 Penalty: 3350.062744
	Iteration 63F: 3 clusters Score -2963726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 15012 members 
Mstep: Class 6 contains 4584 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 26770 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 109831 members 
Mstep: Class 14 contains 9251 members 
Mstep: Class 15 contains 121779 members 
Mstep: Class 16 contains 33636 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 20 contains 17093 members 
Mstep: Class 21 contains 23269 members 
Mstep: Class 22 contains 12875 members 
Entering Unmasked Estep 
Score: -52393776.000000 Penalty: 47222.605469
Splitting cluster 20 changes total score from -52385848.000000 to -52393776.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (23269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Entering Unmasked Estep 
Score: -2252348.750000 Penalty: 1633.917603
	Iteration 0F: 2 clusters Score -2252349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2236559.500000 Penalty: 3267.835205
	Iteration 0F: 3 clusters Score -2236560 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2242636.750000 Penalty: 3267.835205
	Iteration 1F: 3 clusters Score -2242637 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2243265.750000 Penalty: 3267.835205
	Iteration 2F: 3 clusters Score -2243266 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2244097.750000 Penalty: 3267.835205
	Iteration 3F: 3 clusters Score -2244098 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2245154.500000 Penalty: 3267.835205
	Iteration 4F: 3 clusters Score -2245154 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2246407.000000 Penalty: 3267.835205
	Iteration 5F: 3 clusters Score -2246407 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2247666.000000 Penalty: 3267.835205
	Iteration 6F: 3 clusters Score -2247666 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2248618.500000 Penalty: 3267.835205
	Iteration 7F: 3 clusters Score -2248618 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2249167.500000 Penalty: 3267.835205
	Iteration 8Q: 3 clusters Score -2249168 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2249480.250000 Penalty: 3267.835205
	Iteration 9Q: 3 clusters Score -2249480 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2249669.250000 Penalty: 3267.835205
	Iteration 10Q: 3 clusters Score -2249669 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2249842.750000 Penalty: 3267.835205
	Iteration 11Q: 3 clusters Score -2249843 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2250010.000000 Penalty: 3267.835205
	Iteration 12Q: 3 clusters Score -2250010 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2250167.500000 Penalty: 3267.835205
	Iteration 13Q: 3 clusters Score -2250168 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2250299.000000 Penalty: 3267.835205
	Iteration 14Q: 3 clusters Score -2250299 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2250387.000000 Penalty: 3267.835205
	Iteration 15Q: 3 clusters Score -2250387 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2250483.250000 Penalty: 3267.835205
	Iteration 16Q: 3 clusters Score -2250483 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2250557.500000 Penalty: 3267.835205
	Iteration 17Q: 3 clusters Score -2250558 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2250620.750000 Penalty: 3267.835205
	Iteration 18Q: 3 clusters Score -2250621 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2250693.250000 Penalty: 3267.835205
	Iteration 19Q: 3 clusters Score -2250693 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2250785.750000 Penalty: 3267.835205
	Iteration 20F: 3 clusters Score -2250786 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2250867.000000 Penalty: 3267.835205
	Iteration 21Q: 3 clusters Score -2250867 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2250936.750000 Penalty: 3267.835205
	Iteration 22Q: 3 clusters Score -2250937 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2250996.000000 Penalty: 3267.835205
	Iteration 23Q: 3 clusters Score -2250996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2251051.750000 Penalty: 3267.835205
	Iteration 24Q: 3 clusters Score -2251052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2251111.000000 Penalty: 3267.835205
	Iteration 25Q: 3 clusters Score -2251111 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2251171.250000 Penalty: 3267.835205
	Iteration 26Q: 3 clusters Score -2251171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2251230.750000 Penalty: 3267.835205
	Iteration 27Q: 3 clusters Score -2251231 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2251277.250000 Penalty: 3267.835205
	Iteration 28Q: 3 clusters Score -2251277 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2251307.000000 Penalty: 3267.835205
	Iteration 29Q: 3 clusters Score -2251307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2251322.000000 Penalty: 3267.835205
	Iteration 30Q: 3 clusters Score -2251322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2251340.750000 Penalty: 3267.835205
	Iteration 31Q: 3 clusters Score -2251341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2251355.000000 Penalty: 3267.835205
	Iteration 32Q: 3 clusters Score -2251355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2251370.750000 Penalty: 3267.835205
	Iteration 33Q: 3 clusters Score -2251371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2251383.250000 Penalty: 3267.835205
	Iteration 34Q: 3 clusters Score -2251383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2251409.000000 Penalty: 3267.835205
	Iteration 35Q: 3 clusters Score -2251409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2251433.000000 Penalty: 3267.835205
	Iteration 36Q: 3 clusters Score -2251433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2251446.500000 Penalty: 3267.835205
	Iteration 37Q: 3 clusters Score -2251446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2251468.750000 Penalty: 3267.835205
	Iteration 38Q: 3 clusters Score -2251469 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2251482.750000 Penalty: 3267.835205
	Iteration 39Q: 3 clusters Score -2251483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2251505.000000 Penalty: 3267.835205
	Iteration 40F: 3 clusters Score -2251505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2251523.750000 Penalty: 3267.835205
	Iteration 41Q: 3 clusters Score -2251524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2251548.250000 Penalty: 3267.835205
	Iteration 42Q: 3 clusters Score -2251548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2251575.250000 Penalty: 3267.835205
	Iteration 43Q: 3 clusters Score -2251575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2251608.250000 Penalty: 3267.835205
	Iteration 44Q: 3 clusters Score -2251608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2251668.500000 Penalty: 3267.835205
	Iteration 45Q: 3 clusters Score -2251668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2251717.000000 Penalty: 3267.835205
	Iteration 46Q: 3 clusters Score -2251717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2251781.000000 Penalty: 3267.835205
	Iteration 47Q: 3 clusters Score -2251781 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2251859.750000 Penalty: 3267.835205
	Iteration 48Q: 3 clusters Score -2251860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2251908.750000 Penalty: 3267.835205
	Iteration 49Q: 3 clusters Score -2251909 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2251956.000000 Penalty: 3267.835205
	Iteration 50Q: 3 clusters Score -2251956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2252023.250000 Penalty: 3267.835205
	Iteration 51Q: 3 clusters Score -2252023 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2252064.250000 Penalty: 3267.835205
	Iteration 52Q: 3 clusters Score -2252064 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2252096.000000 Penalty: 3267.835205
	Iteration 53Q: 3 clusters Score -2252096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2252103.750000 Penalty: 3267.835205
	Iteration 54Q: 3 clusters Score -2252104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2252112.500000 Penalty: 3267.835205
	Iteration 55Q: 3 clusters Score -2252112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2252129.500000 Penalty: 3267.835205
	Iteration 56Q: 3 clusters Score -2252130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2252134.250000 Penalty: 3267.835205
	Iteration 57Q: 3 clusters Score -2252134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2252136.250000 Penalty: 3267.835205
	Iteration 58Q: 3 clusters Score -2252136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2252135.500000 Penalty: 3267.835205
	Iteration 59Q: 3 clusters Score -2252136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2252146.500000 Penalty: 3267.835205
	Iteration 60F: 3 clusters Score -2252146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2252151.250000 Penalty: 3267.835205
	Iteration 61Q: 3 clusters Score -2252151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2252154.750000 Penalty: 3267.835205
	Iteration 62Q: 3 clusters Score -2252155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2252159.000000 Penalty: 3267.835205
	Iteration 63Q: 3 clusters Score -2252159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2252156.000000 Penalty: 3267.835205
	Iteration 64Q: 3 clusters Score -2252156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2252156.750000 Penalty: 3267.835205
	Iteration 65Q: 3 clusters Score -2252157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2252158.000000 Penalty: 3267.835205
	Iteration 66Q: 3 clusters Score -2252158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2252163.750000 Penalty: 3267.835205
	Iteration 67Q: 3 clusters Score -2252164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2252161.500000 Penalty: 3267.835205
	Iteration 68Q: 3 clusters Score -2252162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2252167.000000 Penalty: 3267.835205
	Iteration 69Q: 3 clusters Score -2252167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2252172.000000 Penalty: 3267.835205
	Iteration 70Q: 3 clusters Score -2252172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2252170.750000 Penalty: 3267.835205
	Iteration 71Q: 3 clusters Score -2252171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2252172.000000 Penalty: 3267.835205
	Iteration 72Q: 3 clusters Score -2252172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2252172.000000 Penalty: 3267.835205
	Iteration 73F: 3 clusters Score -2252172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 14808 members 
Mstep: Class 5 contains 15012 members 
Mstep: Class 7 contains 35514 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 11 contains 26770 members 
Mstep: Class 13 contains 109831 members 
Mstep: Class 14 contains 9251 members 
Mstep: Class 15 contains 121779 members 
Mstep: Class 16 contains 33636 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 3605 members 
Mstep: Class 20 contains 17093 members 
Mstep: Class 21 contains 23269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52397888.000000 Penalty: 47222.605469
Iteration 39Q: 23 clusters Score -5.239789e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 9997 members 
Mstep: Class 4 contains 14659 members 
Mstep: Class 5 contains 15268 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 35949 members 
Mstep: Class 8 contains 3094 members 
Mstep: Class 9 contains 9515 members 
Mstep: Class 10 contains 2674 members 
Mstep: Class 11 contains 26615 members 
Mstep: Class 12 contains 5930 members 
Mstep: Class 13 contains 109675 members 
Mstep: Class 14 contains 9801 members 
Mstep: Class 15 contains 121426 members 
Mstep: Class 16 contains 33099 members 
Mstep: Class 17 contains 29477 members 
Mstep: Class 18 contains 3459 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 17481 members 
Mstep: Class 21 contains 22921 members 
Mstep: Class 22 contains 12533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52401480.000000 Penalty: 47222.605469
Iteration 40F: 23 clusters Score -5.240148e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 10313 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 15312 members 
Mstep: Class 6 contains 4944 members 
Mstep: Class 7 contains 36388 members 
Mstep: Class 8 contains 3252 members 
Mstep: Class 9 contains 9509 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 26467 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 109450 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 121309 members 
Mstep: Class 16 contains 32159 members 
Mstep: Class 17 contains 29267 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 4447 members 
Mstep: Class 20 contains 17600 members 
Mstep: Class 21 contains 22607 members 
Mstep: Class 22 contains 12404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -5.240312e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 10601 members 
Mstep: Class 4 contains 14499 members 
Mstep: Class 5 contains 15378 members 
Mstep: Class 6 contains 5160 members 
Mstep: Class 7 contains 36811 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 9515 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 26332 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 109218 members 
Mstep: Class 14 contains 10464 members 
Mstep: Class 15 contains 121249 members 
Mstep: Class 16 contains 31381 members 
Mstep: Class 17 contains 29088 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 4662 members 
Mstep: Class 20 contains 17699 members 
Mstep: Class 21 contains 22356 members 
Mstep: Class 22 contains 12290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404188.000000 Penalty: 47222.605469
Iteration 42Q: 23 clusters Score -5.240419e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 10873 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 15416 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 37204 members 
Mstep: Class 8 contains 3508 members 
Mstep: Class 9 contains 9520 members 
Mstep: Class 10 contains 2857 members 
Mstep: Class 11 contains 26214 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 108991 members 
Mstep: Class 14 contains 10693 members 
Mstep: Class 15 contains 121249 members 
Mstep: Class 16 contains 30693 members 
Mstep: Class 17 contains 28940 members 
Mstep: Class 18 contains 3114 members 
Mstep: Class 19 contains 4823 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 22144 members 
Mstep: Class 22 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404540.000000 Penalty: 47222.605469
Iteration 43Q: 23 clusters Score -5.240454e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 1489 members 
Mstep: Class 3 contains 11144 members 
Mstep: Class 4 contains 14444 members 
Mstep: Class 5 contains 15440 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 37581 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 9523 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 11 contains 26132 members 
Mstep: Class 12 contains 6011 members 
Mstep: Class 13 contains 108752 members 
Mstep: Class 14 contains 10870 members 
Mstep: Class 15 contains 121280 members 
Mstep: Class 16 contains 30076 members 
Mstep: Class 17 contains 28820 members 
Mstep: Class 18 contains 3034 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 17868 members 
Mstep: Class 21 contains 21992 members 
Mstep: Class 22 contains 12102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405120.000000 Penalty: 47222.605469
Iteration 44Q: 23 clusters Score -5.240512e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 11373 members 
Mstep: Class 4 contains 14436 members 
Mstep: Class 5 contains 15451 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 37916 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 26057 members 
Mstep: Class 12 contains 6021 members 
Mstep: Class 13 contains 108560 members 
Mstep: Class 14 contains 10995 members 
Mstep: Class 15 contains 121347 members 
Mstep: Class 16 contains 29573 members 
Mstep: Class 17 contains 28692 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 17928 members 
Mstep: Class 21 contains 21838 members 
Mstep: Class 22 contains 12038 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 23 clusters Score -5.240523e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 1482 members 
Mstep: Class 3 contains 11568 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 15458 members 
Mstep: Class 6 contains 5624 members 
Mstep: Class 7 contains 38218 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 2964 members 
Mstep: Class 11 contains 25970 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 108388 members 
Mstep: Class 14 contains 11083 members 
Mstep: Class 15 contains 121429 members 
Mstep: Class 16 contains 29155 members 
Mstep: Class 17 contains 28578 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 5037 members 
Mstep: Class 20 contains 18004 members 
Mstep: Class 21 contains 21690 members 
Mstep: Class 22 contains 11989 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 23 clusters Score -5.240539e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 1481 members 
Mstep: Class 3 contains 11745 members 
Mstep: Class 4 contains 14421 members 
Mstep: Class 5 contains 15449 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 38504 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 25918 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 108219 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 121489 members 
Mstep: Class 16 contains 28774 members 
Mstep: Class 17 contains 28487 members 
Mstep: Class 18 contains 2850 members 
Mstep: Class 19 contains 5074 members 
Mstep: Class 20 contains 18033 members 
Mstep: Class 21 contains 21571 members 
Mstep: Class 22 contains 11953 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 23 clusters Score -5.240565e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 11917 members 
Mstep: Class 4 contains 14412 members 
Mstep: Class 5 contains 15440 members 
Mstep: Class 6 contains 5734 members 
Mstep: Class 7 contains 38772 members 
Mstep: Class 8 contains 3835 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 25879 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 13 contains 108082 members 
Mstep: Class 14 contains 11215 members 
Mstep: Class 15 contains 121544 members 
Mstep: Class 16 contains 28420 members 
Mstep: Class 17 contains 28403 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 5108 members 
Mstep: Class 20 contains 18039 members 
Mstep: Class 21 contains 21459 members 
Mstep: Class 22 contains 11933 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 23 clusters Score -5.240574e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 1480 members 
Mstep: Class 3 contains 12086 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 15441 members 
Mstep: Class 6 contains 5764 members 
Mstep: Class 7 contains 39070 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 9536 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 25825 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 107964 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 121576 members 
Mstep: Class 16 contains 28067 members 
Mstep: Class 17 contains 28311 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 18056 members 
Mstep: Class 21 contains 21360 members 
Mstep: Class 22 contains 11923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405780.000000 Penalty: 47222.605469
Iteration 49Q: 23 clusters Score -5.240578e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 12236 members 
Mstep: Class 4 contains 14418 members 
Mstep: Class 5 contains 15435 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 39363 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 9536 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 25790 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 107844 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 121604 members 
Mstep: Class 16 contains 27728 members 
Mstep: Class 17 contains 28219 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 18069 members 
Mstep: Class 21 contains 21291 members 
Mstep: Class 22 contains 11919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405832.000000 Penalty: 47222.605469
Iteration 50Q: 23 clusters Score -5.240583e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 12378 members 
Mstep: Class 4 contains 14413 members 
Mstep: Class 5 contains 15433 members 
Mstep: Class 6 contains 5810 members 
Mstep: Class 7 contains 39643 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 25761 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 107730 members 
Mstep: Class 14 contains 11296 members 
Mstep: Class 15 contains 121648 members 
Mstep: Class 16 contains 27403 members 
Mstep: Class 17 contains 28140 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 18084 members 
Mstep: Class 21 contains 21226 members 
Mstep: Class 22 contains 11912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406020.000000 Penalty: 47222.605469
Iteration 51Q: 23 clusters Score -5.240602e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 12526 members 
Mstep: Class 4 contains 14416 members 
Mstep: Class 5 contains 15434 members 
Mstep: Class 6 contains 5824 members 
Mstep: Class 7 contains 39915 members 
Mstep: Class 8 contains 3888 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 3061 members 
Mstep: Class 11 contains 25726 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 107647 members 
Mstep: Class 14 contains 11293 members 
Mstep: Class 15 contains 121676 members 
Mstep: Class 16 contains 27080 members 
Mstep: Class 17 contains 28076 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 18100 members 
Mstep: Class 21 contains 21160 members 
Mstep: Class 22 contains 11909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406128.000000 Penalty: 47222.605469
Iteration 52Q: 23 clusters Score -5.240613e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 14419 members 
Mstep: Class 5 contains 15436 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 40167 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 25694 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 107573 members 
Mstep: Class 14 contains 11309 members 
Mstep: Class 15 contains 121698 members 
Mstep: Class 16 contains 26784 members 
Mstep: Class 17 contains 28016 members 
Mstep: Class 18 contains 2793 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 18103 members 
Mstep: Class 21 contains 21095 members 
Mstep: Class 22 contains 11908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406120.000000 Penalty: 47222.605469
Iteration 53Q: 23 clusters Score -5.240612e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 14426 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 5854 members 
Mstep: Class 7 contains 40409 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 25673 members 
Mstep: Class 12 contains 6059 members 
Mstep: Class 13 contains 107501 members 
Mstep: Class 14 contains 11313 members 
Mstep: Class 15 contains 121724 members 
Mstep: Class 16 contains 26509 members 
Mstep: Class 17 contains 27960 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 21026 members 
Mstep: Class 22 contains 11906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406260.000000 Penalty: 47222.605469
Iteration 54Q: 23 clusters Score -5.240626e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 12850 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 15422 members 
Mstep: Class 6 contains 5866 members 
Mstep: Class 7 contains 40629 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 9536 members 
Mstep: Class 10 contains 3090 members 
Mstep: Class 11 contains 25662 members 
Mstep: Class 12 contains 6060 members 
Mstep: Class 13 contains 107440 members 
Mstep: Class 14 contains 11317 members 
Mstep: Class 15 contains 121751 members 
Mstep: Class 16 contains 26259 members 
Mstep: Class 17 contains 27906 members 
Mstep: Class 18 contains 2778 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 18106 members 
Mstep: Class 21 contains 20970 members 
Mstep: Class 22 contains 11909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406384.000000 Penalty: 47222.605469
Iteration 55Q: 23 clusters Score -5.240638e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 12941 members 
Mstep: Class 4 contains 14436 members 
Mstep: Class 5 contains 15414 members 
Mstep: Class 6 contains 5876 members 
Mstep: Class 7 contains 40839 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 25649 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 107402 members 
Mstep: Class 14 contains 11319 members 
Mstep: Class 15 contains 121775 members 
Mstep: Class 16 contains 26011 members 
Mstep: Class 17 contains 27860 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 18105 members 
Mstep: Class 21 contains 20926 members 
Mstep: Class 22 contains 11910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406552.000000 Penalty: 47222.605469
Iteration 56Q: 23 clusters Score -5.240655e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 13029 members 
Mstep: Class 4 contains 14437 members 
Mstep: Class 5 contains 15402 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 41056 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 25631 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 107363 members 
Mstep: Class 14 contains 11321 members 
Mstep: Class 15 contains 121807 members 
Mstep: Class 16 contains 25767 members 
Mstep: Class 17 contains 27822 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 18097 members 
Mstep: Class 21 contains 20878 members 
Mstep: Class 22 contains 11911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406596.000000 Penalty: 47222.605469
Iteration 57Q: 23 clusters Score -5.24066e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 13118 members 
Mstep: Class 4 contains 14440 members 
Mstep: Class 5 contains 15389 members 
Mstep: Class 6 contains 5886 members 
Mstep: Class 7 contains 41269 members 
Mstep: Class 8 contains 3936 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 3115 members 
Mstep: Class 11 contains 25620 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 107312 members 
Mstep: Class 14 contains 11315 members 
Mstep: Class 15 contains 121855 members 
Mstep: Class 16 contains 25524 members 
Mstep: Class 17 contains 27771 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 18105 members 
Mstep: Class 21 contains 20846 members 
Mstep: Class 22 contains 11908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406772.000000 Penalty: 47222.605469
Iteration 58Q: 23 clusters Score -5.240677e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13206 members 
Mstep: Class 4 contains 14445 members 
Mstep: Class 5 contains 15373 members 
Mstep: Class 6 contains 5893 members 
Mstep: Class 7 contains 41478 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 25616 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 107269 members 
Mstep: Class 14 contains 11314 members 
Mstep: Class 15 contains 121891 members 
Mstep: Class 16 contains 25276 members 
Mstep: Class 17 contains 27713 members 
Mstep: Class 18 contains 2735 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 20815 members 
Mstep: Class 22 contains 11904 members 
Entering Unmasked Estep 
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Score: -52406744.000000 Penalty: 47222.605469
Iteration 59Q: 23 clusters Score -5.240674e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13283 members 
Mstep: Class 4 contains 14451 members 
Mstep: Class 5 contains 15352 members 
Mstep: Class 6 contains 5899 members 
Mstep: Class 7 contains 41682 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 3135 members 
Mstep: Class 11 contains 25613 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 107219 members 
Mstep: Class 14 contains 11319 members 
Mstep: Class 15 contains 121919 members 
Mstep: Class 16 contains 25054 members 
Mstep: Class 17 contains 27663 members 
Mstep: Class 18 contains 2730 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 20772 members 
Mstep: Class 22 contains 11901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406700.000000 Penalty: 47222.605469
Iteration 60F: 23 clusters Score -5.24067e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13351 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 15334 members 
Mstep: Class 6 contains 5902 members 
Mstep: Class 7 contains 41858 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 25603 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 107162 members 
Mstep: Class 14 contains 11324 members 
Mstep: Class 15 contains 121940 members 
Mstep: Class 16 contains 24883 members 
Mstep: Class 17 contains 27607 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 5203 members 
Mstep: Class 20 contains 18120 members 
Mstep: Class 21 contains 20746 members 
Mstep: Class 22 contains 11900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406696.000000 Penalty: 47222.605469
Iteration 61Q: 23 clusters Score -5.24067e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13402 members 
Mstep: Class 4 contains 14447 members 
Mstep: Class 5 contains 15318 members 
Mstep: Class 6 contains 5906 members 
Mstep: Class 7 contains 42018 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 11 contains 25594 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 107127 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 121970 members 
Mstep: Class 16 contains 24725 members 
Mstep: Class 17 contains 27553 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 18124 members 
Mstep: Class 21 contains 20717 members 
Mstep: Class 22 contains 11899 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -5.24066e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13459 members 
Mstep: Class 4 contains 14445 members 
Mstep: Class 5 contains 15308 members 
Mstep: Class 6 contains 5905 members 
Mstep: Class 7 contains 42157 members 
Mstep: Class 8 contains 3950 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 25584 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 107090 members 
Mstep: Class 14 contains 11332 members 
Mstep: Class 15 contains 121982 members 
Mstep: Class 16 contains 24590 members 
Mstep: Class 17 contains 27499 members 
Mstep: Class 18 contains 2702 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 18128 members 
Mstep: Class 21 contains 20689 members 
Mstep: Class 22 contains 11899 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -5.240656e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13515 members 
Mstep: Class 4 contains 14444 members 
Mstep: Class 5 contains 15287 members 
Mstep: Class 6 contains 5906 members 
Mstep: Class 7 contains 42288 members 
Mstep: Class 8 contains 3954 members 
Mstep: Class 9 contains 9536 members 
Mstep: Class 10 contains 3185 members 
Mstep: Class 11 contains 25577 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 107055 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 121998 members 
Mstep: Class 16 contains 24470 members 
Mstep: Class 17 contains 27451 members 
Mstep: Class 18 contains 2697 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 18124 members 
Mstep: Class 21 contains 20654 members 
Mstep: Class 22 contains 11899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406532.000000 Penalty: 47222.605469
Iteration 64Q: 23 clusters Score -5.240653e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13564 members 
Mstep: Class 4 contains 14444 members 
Mstep: Class 5 contains 15263 members 
Mstep: Class 6 contains 5905 members 
Mstep: Class 7 contains 42427 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 3200 members 
Mstep: Class 11 contains 25567 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 107016 members 
Mstep: Class 14 contains 11345 members 
Mstep: Class 15 contains 122019 members 
Mstep: Class 16 contains 24347 members 
Mstep: Class 17 contains 27403 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 18127 members 
Mstep: Class 21 contains 20623 members 
Mstep: Class 22 contains 11899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406580.000000 Penalty: 47222.605469
Iteration 65Q: 23 clusters Score -5.240658e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13610 members 
Mstep: Class 4 contains 14449 members 
Mstep: Class 5 contains 15250 members 
Mstep: Class 6 contains 5906 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 25552 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 106986 members 
Mstep: Class 14 contains 11352 members 
Mstep: Class 15 contains 122028 members 
Mstep: Class 16 contains 24237 members 
Mstep: Class 17 contains 27352 members 
Mstep: Class 18 contains 2686 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 18129 members 
Mstep: Class 21 contains 20599 members 
Mstep: Class 22 contains 11898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406552.000000 Penalty: 47222.605469
Iteration 66Q: 23 clusters Score -5.240655e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 1472 members 
Mstep: Class 3 contains 13652 members 
Mstep: Class 4 contains 14452 members 
Mstep: Class 5 contains 15230 members 
Mstep: Class 6 contains 5906 members 
Mstep: Class 7 contains 42687 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 3223 members 
Mstep: Class 11 contains 25541 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 106952 members 
Mstep: Class 14 contains 11349 members 
Mstep: Class 15 contains 122041 members 
Mstep: Class 16 contains 24108 members 
Mstep: Class 17 contains 27312 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 18127 members 
Mstep: Class 21 contains 20586 members 
Mstep: Class 22 contains 11899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406448.000000 Penalty: 47222.605469
Iteration 67Q: 23 clusters Score -5.240645e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 1471 members 
Mstep: Class 3 contains 13691 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 15207 members 
Mstep: Class 6 contains 5907 members 
Mstep: Class 7 contains 42834 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 3238 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 106916 members 
Mstep: Class 14 contains 11359 members 
Mstep: Class 15 contains 122061 members 
Mstep: Class 16 contains 23978 members 
Mstep: Class 17 contains 27281 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 18125 members 
Mstep: Class 21 contains 20558 members 
Mstep: Class 22 contains 11900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406492.000000 Penalty: 47222.605469
Iteration 68Q: 23 clusters Score -5.240649e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 1468 members 
Mstep: Class 3 contains 13728 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 15189 members 
Mstep: Class 6 contains 5912 members 
Mstep: Class 7 contains 42961 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 3247 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 106894 members 
Mstep: Class 14 contains 11369 members 
Mstep: Class 15 contains 122081 members 
Mstep: Class 16 contains 23862 members 
Mstep: Class 17 contains 27251 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 18118 members 
Mstep: Class 21 contains 20525 members 
Mstep: Class 22 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406560.000000 Penalty: 47222.605469
Iteration 69Q: 23 clusters Score -5.240656e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 13764 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 15174 members 
Mstep: Class 6 contains 5914 members 
Mstep: Class 7 contains 43070 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 9525 members 
Mstep: Class 10 contains 3256 members 
Mstep: Class 11 contains 25515 members 
Mstep: Class 12 contains 6062 members 
Mstep: Class 13 contains 106875 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 122105 members 
Mstep: Class 16 contains 23774 members 
Mstep: Class 17 contains 27229 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 5188 members 
Mstep: Class 20 contains 18116 members 
Mstep: Class 21 contains 20488 members 
Mstep: Class 22 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406632.000000 Penalty: 47222.605469
Iteration 70Q: 23 clusters Score -5.240663e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 15165 members 
Mstep: Class 6 contains 5915 members 
Mstep: Class 7 contains 43165 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 9524 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 25510 members 
Mstep: Class 12 contains 6063 members 
Mstep: Class 13 contains 106853 members 
Mstep: Class 14 contains 11384 members 
Mstep: Class 15 contains 122121 members 
Mstep: Class 16 contains 23696 members 
Mstep: Class 17 contains 27202 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18120 members 
Mstep: Class 21 contains 20452 members 
Mstep: Class 22 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406688.000000 Penalty: 47222.605469
Iteration 71Q: 23 clusters Score -5.240669e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 13854 members 
Mstep: Class 4 contains 14463 members 
Mstep: Class 5 contains 15166 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 43249 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 9525 members 
Mstep: Class 10 contains 3264 members 
Mstep: Class 11 contains 25501 members 
Mstep: Class 12 contains 6066 members 
Mstep: Class 13 contains 106830 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122137 members 
Mstep: Class 16 contains 23618 members 
Mstep: Class 17 contains 27175 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 18123 members 
Mstep: Class 21 contains 20415 members 
Mstep: Class 22 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406720.000000 Penalty: 47222.605469
Iteration 72Q: 23 clusters Score -5.240672e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 13899 members 
Mstep: Class 4 contains 14461 members 
Mstep: Class 5 contains 15163 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 43341 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 9526 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 25496 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 106802 members 
Mstep: Class 14 contains 11387 members 
Mstep: Class 15 contains 122148 members 
Mstep: Class 16 contains 23550 members 
Mstep: Class 17 contains 27146 members 
Mstep: Class 18 contains 2639 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 18124 members 
Mstep: Class 21 contains 20372 members 
Mstep: Class 22 contains 11902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406772.000000 Penalty: 47222.605469
Iteration 73Q: 23 clusters Score -5.240677e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 1461 members 
Mstep: Class 3 contains 13944 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 15160 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 43423 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 9528 members 
Mstep: Class 10 contains 3276 members 
Mstep: Class 11 contains 25495 members 
Mstep: Class 12 contains 6069 members 
Mstep: Class 13 contains 106769 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 122162 members 
Mstep: Class 16 contains 23497 members 
Mstep: Class 17 contains 27131 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 18122 members 
Mstep: Class 21 contains 20329 members 
Mstep: Class 22 contains 11901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406704.000000 Penalty: 47222.605469
Iteration 74Q: 23 clusters Score -5.24067e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 13981 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 15156 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 43490 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 9529 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 6069 members 
Mstep: Class 13 contains 106726 members 
Mstep: Class 14 contains 11376 members 
Mstep: Class 15 contains 122180 members 
Mstep: Class 16 contains 23452 members 
Mstep: Class 17 contains 27100 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 18121 members 
Mstep: Class 21 contains 20293 members 
Mstep: Class 22 contains 11904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406764.000000 Penalty: 47222.605469
Iteration 75Q: 23 clusters Score -5.240676e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 14023 members 
Mstep: Class 4 contains 14460 members 
Mstep: Class 5 contains 15150 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 43558 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 6069 members 
Mstep: Class 13 contains 106703 members 
Mstep: Class 14 contains 11381 members 
Mstep: Class 15 contains 122184 members 
Mstep: Class 16 contains 23400 members 
Mstep: Class 17 contains 27064 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 18123 members 
Mstep: Class 21 contains 20259 members 
Mstep: Class 22 contains 11905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406756.000000 Penalty: 47222.605469
Iteration 76Q: 23 clusters Score -5.240676e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 15148 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 43631 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 9529 members 
Mstep: Class 10 contains 3287 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 6069 members 
Mstep: Class 13 contains 106681 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 15 contains 122186 members 
Mstep: Class 16 contains 23347 members 
Mstep: Class 17 contains 27035 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 18124 members 
Mstep: Class 21 contains 20236 members 
Mstep: Class 22 contains 11906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406712.000000 Penalty: 47222.605469
Iteration 77Q: 23 clusters Score -5.240671e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 14070 members 
Mstep: Class 4 contains 14455 members 
Mstep: Class 5 contains 15143 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 43695 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 11 contains 25491 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 106676 members 
Mstep: Class 14 contains 11389 members 
Mstep: Class 15 contains 122182 members 
Mstep: Class 16 contains 23298 members 
Mstep: Class 17 contains 27012 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 18126 members 
Mstep: Class 21 contains 20218 members 
Mstep: Class 22 contains 11906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406744.000000 Penalty: 47222.605469
Iteration 78Q: 23 clusters Score -5.240674e+07 nChanged 196
Entering ConstructFrom: 
Score: -52406744.000000 Penalty: 47222.605469
Entering ConstructFrom: 
Trying to split cluster 1 (53606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Entering Unmasked Estep 
Score: -5319888.000000 Penalty: 1769.530273
	Iteration 0F: 2 clusters Score -5319888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -5283933.000000 Penalty: 3539.060547
	Iteration 0F: 3 clusters Score -5283933 nChanged 25368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5298472.000000 Penalty: 3539.060547
	Iteration 1F: 3 clusters Score -5298472 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5299332.500000 Penalty: 3539.060547
	Iteration 2Q: 3 clusters Score -5299332 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -5300616.000000 Penalty: 3539.060547
	Iteration 3F: 3 clusters Score -5300616 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -5302273.500000 Penalty: 3539.060547
	Iteration 4F: 3 clusters Score -5302274 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -5304129.500000 Penalty: 3539.060547
	Iteration 5F: 3 clusters Score -5304130 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5305970.500000 Penalty: 3539.060547
	Iteration 6F: 3 clusters Score -5305970 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -5307732.000000 Penalty: 3539.060547
	Iteration 7F: 3 clusters Score -5307732 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5309286.500000 Penalty: 3539.060547
	Iteration 8Q: 3 clusters Score -5309286 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5310797.000000 Penalty: 3539.060547
	Iteration 9Q: 3 clusters Score -5310797 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5312142.500000 Penalty: 3539.060547
	Iteration 10Q: 3 clusters Score -5312142 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5313180.000000 Penalty: 3539.060547
	Iteration 11Q: 3 clusters Score -5313180 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5313940.500000 Penalty: 3539.060547
	Iteration 12Q: 3 clusters Score -5313940 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5314624.000000 Penalty: 3539.060547
	Iteration 13Q: 3 clusters Score -5314624 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -5315184.000000 Penalty: 3539.060547
	Iteration 14Q: 3 clusters Score -5315184 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5315638.500000 Penalty: 3539.060547
	Iteration 15Q: 3 clusters Score -5315638 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -5316096.500000 Penalty: 3539.060547
	Iteration 16Q: 3 clusters Score -5316096 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -5316579.000000 Penalty: 3539.060547
	Iteration 17Q: 3 clusters Score -5316579 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -5316973.500000 Penalty: 3539.060547
	Iteration 18Q: 3 clusters Score -5316974 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5317291.500000 Penalty: 3539.060547
	Iteration 19Q: 3 clusters Score -5317292 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -5317565.500000 Penalty: 3539.060547
	Iteration 20F: 3 clusters Score -5317566 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5317798.500000 Penalty: 3539.060547
	Iteration 21Q: 3 clusters Score -5317798 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -5317944.500000 Penalty: 3539.060547
	Iteration 22Q: 3 clusters Score -5317944 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5318044.000000 Penalty: 3539.060547
	Iteration 23Q: 3 clusters Score -5318044 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -5318130.000000 Penalty: 3539.060547
	Iteration 24Q: 3 clusters Score -5318130 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5318215.500000 Penalty: 3539.060547
	Iteration 25Q: 3 clusters Score -5318216 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -5318292.000000 Penalty: 3539.060547
	Iteration 26Q: 3 clusters Score -5318292 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5318345.000000 Penalty: 3539.060547
	Iteration 27Q: 3 clusters Score -5318345 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5318388.500000 Penalty: 3539.060547
	Iteration 28Q: 3 clusters Score -5318388 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5318413.000000 Penalty: 3539.060547
	Iteration 29Q: 3 clusters Score -5318413 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5318458.500000 Penalty: 3539.060547
	Iteration 30Q: 3 clusters Score -5318458 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5318469.500000 Penalty: 3539.060547
	Iteration 31Q: 3 clusters Score -5318470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5318497.500000 Penalty: 3539.060547
	Iteration 32Q: 3 clusters Score -5318498 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5318512.500000 Penalty: 3539.060547
	Iteration 33Q: 3 clusters Score -5318512 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5318515.000000 Penalty: 3539.060547
	Iteration 34Q: 3 clusters Score -5318515 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5318530.500000 Penalty: 3539.060547
	Iteration 35Q: 3 clusters Score -5318530 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5318564.500000 Penalty: 3539.060547
	Iteration 36Q: 3 clusters Score -5318564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5318599.500000 Penalty: 3539.060547
	Iteration 37Q: 3 clusters Score -5318600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5318610.500000 Penalty: 3539.060547
	Iteration 38Q: 3 clusters Score -5318610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5318624.000000 Penalty: 3539.060547
	Iteration 39Q: 3 clusters Score -5318624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5318634.500000 Penalty: 3539.060547
	Iteration 40F: 3 clusters Score -5318634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5318657.000000 Penalty: 3539.060547
	Iteration 41Q: 3 clusters Score -5318657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5318651.500000 Penalty: 3539.060547
	Iteration 42Q: 3 clusters Score -5318652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5318658.000000 Penalty: 3539.060547
	Iteration 43Q: 3 clusters Score -5318658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5318670.500000 Penalty: 3539.060547
	Iteration 44Q: 3 clusters Score -5318670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5318678.000000 Penalty: 3539.060547
	Iteration 45Q: 3 clusters Score -5318678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5318694.500000 Penalty: 3539.060547
	Iteration 46Q: 3 clusters Score -5318694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5318709.000000 Penalty: 3539.060547
	Iteration 47Q: 3 clusters Score -5318709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5318721.500000 Penalty: 3539.060547
	Iteration 48Q: 3 clusters Score -5318722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5318720.000000 Penalty: 3539.060547
	Iteration 49Q: 3 clusters Score -5318720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5318732.000000 Penalty: 3539.060547
	Iteration 50Q: 3 clusters Score -5318732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5318737.000000 Penalty: 3539.060547
	Iteration 51Q: 3 clusters Score -5318737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5318741.500000 Penalty: 3539.060547
	Iteration 52Q: 3 clusters Score -5318742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5318739.000000 Penalty: 3539.060547
	Iteration 53Q: 3 clusters Score -5318739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5318747.500000 Penalty: 3539.060547
	Iteration 54Q: 3 clusters Score -5318748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5318763.500000 Penalty: 3539.060547
	Iteration 55Q: 3 clusters Score -5318764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5318783.000000 Penalty: 3539.060547
	Iteration 56Q: 3 clusters Score -5318783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5318797.000000 Penalty: 3539.060547
	Iteration 57Q: 3 clusters Score -5318797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5318800.000000 Penalty: 3539.060547
	Iteration 58Q: 3 clusters Score -5318800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5318805.500000 Penalty: 3539.060547
	Iteration 59Q: 3 clusters Score -5318806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5318807.500000 Penalty: 3539.060547
	Iteration 60F: 3 clusters Score -5318808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5318805.000000 Penalty: 3539.060547
	Iteration 61Q: 3 clusters Score -5318805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5318817.000000 Penalty: 3539.060547
	Iteration 62Q: 3 clusters Score -5318817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5318822.000000 Penalty: 3539.060547
	Iteration 63Q: 3 clusters Score -5318822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5318813.500000 Penalty: 3539.060547
	Iteration 64Q: 3 clusters Score -5318814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5318823.500000 Penalty: 3539.060547
	Iteration 65Q: 3 clusters Score -5318824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5318836.500000 Penalty: 3539.060547
	Iteration 66Q: 3 clusters Score -5318836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5318845.000000 Penalty: 3539.060547
	Iteration 67Q: 3 clusters Score -5318845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5318852.000000 Penalty: 3539.060547
	Iteration 68Q: 3 clusters Score -5318852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5318860.500000 Penalty: 3539.060547
	Iteration 69Q: 3 clusters Score -5318860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5318854.500000 Penalty: 3539.060547
	Iteration 70Q: 3 clusters Score -5318854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5318868.500000 Penalty: 3539.060547
	Iteration 71Q: 3 clusters Score -5318868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5318855.000000 Penalty: 3539.060547
	Iteration 72Q: 3 clusters Score -5318855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5318871.000000 Penalty: 3539.060547
	Iteration 73Q: 3 clusters Score -5318871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5318877.000000 Penalty: 3539.060547
	Iteration 74Q: 3 clusters Score -5318877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5318870.500000 Penalty: 3539.060547
	Iteration 75Q: 3 clusters Score -5318870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5318880.000000 Penalty: 3539.060547
	Iteration 76Q: 3 clusters Score -5318880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5318880.500000 Penalty: 3539.060547
	Iteration 77Q: 3 clusters Score -5318880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5318885.500000 Penalty: 3539.060547
	Iteration 78Q: 3 clusters Score -5318886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5318885.500000 Penalty: 3539.060547
	Iteration 79Q: 3 clusters Score -5318886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5318888.000000 Penalty: 3539.060547
	Iteration 80F: 3 clusters Score -5318888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5318888.500000 Penalty: 3539.060547
	Iteration 81Q: 3 clusters Score -5318888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5318892.500000 Penalty: 3539.060547
	Iteration 82Q: 3 clusters Score -5318892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5318888.500000 Penalty: 3539.060547
	Iteration 83Q: 3 clusters Score -5318888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5318882.500000 Penalty: 3539.060547
	Iteration 84Q: 3 clusters Score -5318882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5318883.500000 Penalty: 3539.060547
	Iteration 85Q: 3 clusters Score -5318884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5318888.500000 Penalty: 3539.060547
	Iteration 86Q: 3 clusters Score -5318888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5318892.500000 Penalty: 3539.060547
	Iteration 87Q: 3 clusters Score -5318892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5318899.500000 Penalty: 3539.060547
	Iteration 88Q: 3 clusters Score -5318900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5318908.000000 Penalty: 3539.060547
	Iteration 89Q: 3 clusters Score -5318908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5318915.000000 Penalty: 3539.060547
	Iteration 90Q: 3 clusters Score -5318915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5318913.000000 Penalty: 3539.060547
	Iteration 91Q: 3 clusters Score -5318913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5318912.000000 Penalty: 3539.060547
	Iteration 92Q: 3 clusters Score -5318912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5318911.000000 Penalty: 3539.060547
	Iteration 93Q: 3 clusters Score -5318911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5318906.500000 Penalty: 3539.060547
	Iteration 94Q: 3 clusters Score -5318906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5318910.000000 Penalty: 3539.060547
	Iteration 95Q: 3 clusters Score -5318910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5318916.000000 Penalty: 3539.060547
	Iteration 96Q: 3 clusters Score -5318916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5318917.500000 Penalty: 3539.060547
	Iteration 97Q: 3 clusters Score -5318918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5318920.000000 Penalty: 3539.060547
	Iteration 98Q: 3 clusters Score -5318920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5318917.000000 Penalty: 3539.060547
	Iteration 99Q: 3 clusters Score -5318917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5318920.500000 Penalty: 3539.060547
	Iteration 100F: 3 clusters Score -5318920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5318917.000000 Penalty: 3539.060547
	Iteration 101Q: 3 clusters Score -5318917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5318921.500000 Penalty: 3539.060547
	Iteration 102Q: 3 clusters Score -5318922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5318916.500000 Penalty: 3539.060547
	Iteration 103Q: 3 clusters Score -5318916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5318916.500000 Penalty: 3539.060547
	Iteration 104Q: 3 clusters Score -5318916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5318927.500000 Penalty: 3539.060547
	Iteration 105Q: 3 clusters Score -5318928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5318926.500000 Penalty: 3539.060547
	Iteration 106Q: 3 clusters Score -5318926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5318924.000000 Penalty: 3539.060547
	Iteration 107Q: 3 clusters Score -5318924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5318927.000000 Penalty: 3539.060547
	Iteration 108Q: 3 clusters Score -5318927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5318927.000000 Penalty: 3539.060547
	Iteration 109Q: 3 clusters Score -5318927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5318923.000000 Penalty: 3539.060547
	Iteration 110Q: 3 clusters Score -5318923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5318924.500000 Penalty: 3539.060547
	Iteration 111Q: 3 clusters Score -5318924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5318924.000000 Penalty: 3539.060547
	Iteration 112Q: 3 clusters Score -5318924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5318924.000000 Penalty: 3539.060547
	Iteration 113F: 3 clusters Score -5318924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -132925.171875 Penalty: 1183.671875
	Iteration 0F: 2 clusters Score -132925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -131266.046875 Penalty: 2367.343750
	Iteration 0F: 3 clusters Score -131266 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -131706.234375 Penalty: 2367.343750
	Iteration 1F: 3 clusters Score -131706.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -131999.156250 Penalty: 2367.343750
	Iteration 2F: 3 clusters Score -131999.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -132225.000000 Penalty: 2367.343750
	Iteration 3F: 3 clusters Score -132225 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -132401.453125 Penalty: 2367.343750
	Iteration 4F: 3 clusters Score -132401.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -132551.890625 Penalty: 2367.343750
	Iteration 5F: 3 clusters Score -132551.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -132654.531250 Penalty: 2367.343750
	Iteration 6Q: 3 clusters Score -132654.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -132731.640625 Penalty: 2367.343750
	Iteration 7Q: 3 clusters Score -132731.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -132753.000000 Penalty: 2367.343750
	Iteration 8Q: 3 clusters Score -132753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -132761.921875 Penalty: 2367.343750
	Iteration 9Q: 3 clusters Score -132761.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -132768.171875 Penalty: 2367.343750
	Iteration 10Q: 3 clusters Score -132768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -132775.093750 Penalty: 2367.343750
	Iteration 11Q: 3 clusters Score -132775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -132779.812500 Penalty: 2367.343750
	Iteration 12Q: 3 clusters Score -132779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -132788.859375 Penalty: 2367.343750
	Iteration 13Q: 3 clusters Score -132788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -132789.187500 Penalty: 2367.343750
	Iteration 14Q: 3 clusters Score -132789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -132789.531250 Penalty: 2367.343750
	Iteration 15Q: 3 clusters Score -132789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -132789.531250 Penalty: 2367.343750
	Iteration 16F: 3 clusters Score -132789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Entering Unmasked Estep 
Score: -1383645.750000 Penalty: 1552.294556
	Iteration 0F: 2 clusters Score -1383646 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 7196 members 
Entering Unmasked Estep 
Score: -1373893.875000 Penalty: 3104.589111
	Iteration 0F: 3 clusters Score -1373894 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1377319.625000 Penalty: 3104.589111
	Iteration 1F: 3 clusters Score -1377320 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1377679.000000 Penalty: 3104.589111
	Iteration 2F: 3 clusters Score -1377679 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1378053.875000 Penalty: 3104.589111
	Iteration 3F: 3 clusters Score -1378054 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1378534.125000 Penalty: 3104.589111
	Iteration 4F: 3 clusters Score -1378534 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1379205.000000 Penalty: 3104.589111
	Iteration 5F: 3 clusters Score -1379205 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1380035.500000 Penalty: 3104.589111
	Iteration 6F: 3 clusters Score -1380036 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1380930.750000 Penalty: 3104.589111
	Iteration 7F: 3 clusters Score -1380931 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1381673.500000 Penalty: 3104.589111
	Iteration 8Q: 3 clusters Score -1381674 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1382188.500000 Penalty: 3104.589111
	Iteration 9Q: 3 clusters Score -1382188 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1382439.375000 Penalty: 3104.589111
	Iteration 10Q: 3 clusters Score -1382439 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1382551.000000 Penalty: 3104.589111
	Iteration 11Q: 3 clusters Score -1382551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1382633.750000 Penalty: 3104.589111
	Iteration 12Q: 3 clusters Score -1382634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1382700.500000 Penalty: 3104.589111
	Iteration 13Q: 3 clusters Score -1382700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1382749.250000 Penalty: 3104.589111
	Iteration 14Q: 3 clusters Score -1382749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1382803.500000 Penalty: 3104.589111
	Iteration 15Q: 3 clusters Score -1382804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1382849.250000 Penalty: 3104.589111
	Iteration 16Q: 3 clusters Score -1382849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1382882.500000 Penalty: 3104.589111
	Iteration 17Q: 3 clusters Score -1382882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1382917.250000 Penalty: 3104.589111
	Iteration 18Q: 3 clusters Score -1382917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1382953.750000 Penalty: 3104.589111
	Iteration 19Q: 3 clusters Score -1382954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1382978.750000 Penalty: 3104.589111
	Iteration 20F: 3 clusters Score -1382979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1382985.125000 Penalty: 3104.589111
	Iteration 21Q: 3 clusters Score -1382985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1382986.250000 Penalty: 3104.589111
	Iteration 22Q: 3 clusters Score -1382986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1382990.875000 Penalty: 3104.589111
	Iteration 23Q: 3 clusters Score -1382991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1382992.875000 Penalty: 3104.589111
	Iteration 24Q: 3 clusters Score -1382993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1382992.750000 Penalty: 3104.589111
	Iteration 25Q: 3 clusters Score -1382993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1382992.750000 Penalty: 3104.589111
	Iteration 26F: 3 clusters Score -1382993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Entering Unmasked Estep 
Score: -1428812.500000 Penalty: 1556.565552
	Iteration 0F: 2 clusters Score -1428812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1418793.250000 Penalty: 3113.131104
	Iteration 0F: 3 clusters Score -1418793 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1422215.750000 Penalty: 3113.131104
	Iteration 1F: 3 clusters Score -1422216 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1422477.125000 Penalty: 3113.131104
	Iteration 2Q: 3 clusters Score -1422477 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1422677.250000 Penalty: 3113.131104
	Iteration 3Q: 3 clusters Score -1422677 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1422856.000000 Penalty: 3113.131104
	Iteration 4Q: 3 clusters Score -1422856 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1423009.250000 Penalty: 3113.131104
	Iteration 5Q: 3 clusters Score -1423009 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1423153.750000 Penalty: 3113.131104
	Iteration 6Q: 3 clusters Score -1423154 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1423318.250000 Penalty: 3113.131104
	Iteration 7Q: 3 clusters Score -1423318 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1423516.125000 Penalty: 3113.131104
	Iteration 8Q: 3 clusters Score -1423516 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1423773.000000 Penalty: 3113.131104
	Iteration 9Q: 3 clusters Score -1423773 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1424098.250000 Penalty: 3113.131104
	Iteration 10Q: 3 clusters Score -1424098 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1424480.125000 Penalty: 3113.131104
	Iteration 11Q: 3 clusters Score -1424480 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1424941.500000 Penalty: 3113.131104
	Iteration 12Q: 3 clusters Score -1424942 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1425439.250000 Penalty: 3113.131104
	Iteration 13Q: 3 clusters Score -1425439 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1425920.250000 Penalty: 3113.131104
	Iteration 14Q: 3 clusters Score -1425920 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1426268.125000 Penalty: 3113.131104
	Iteration 15Q: 3 clusters Score -1426268 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1426526.875000 Penalty: 3113.131104
	Iteration 16Q: 3 clusters Score -1426527 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1426699.250000 Penalty: 3113.131104
	Iteration 17Q: 3 clusters Score -1426699 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1426849.000000 Penalty: 3113.131104
	Iteration 18Q: 3 clusters Score -1426849 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1426975.000000 Penalty: 3113.131104
	Iteration 19Q: 3 clusters Score -1426975 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1427063.250000 Penalty: 3113.131104
	Iteration 20F: 3 clusters Score -1427063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1427134.125000 Penalty: 3113.131104
	Iteration 21Q: 3 clusters Score -1427134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1427192.875000 Penalty: 3113.131104
	Iteration 22Q: 3 clusters Score -1427193 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1427239.500000 Penalty: 3113.131104
	Iteration 23Q: 3 clusters Score -1427240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1427271.000000 Penalty: 3113.131104
	Iteration 24Q: 3 clusters Score -1427271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1427306.375000 Penalty: 3113.131104
	Iteration 25Q: 3 clusters Score -1427306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1427342.000000 Penalty: 3113.131104
	Iteration 26Q: 3 clusters Score -1427342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1427358.750000 Penalty: 3113.131104
	Iteration 27Q: 3 clusters Score -1427359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1427378.125000 Penalty: 3113.131104
	Iteration 28Q: 3 clusters Score -1427378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1427390.375000 Penalty: 3113.131104
	Iteration 29Q: 3 clusters Score -1427390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1427402.875000 Penalty: 3113.131104
	Iteration 30Q: 3 clusters Score -1427403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1427412.125000 Penalty: 3113.131104
	Iteration 31Q: 3 clusters Score -1427412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1427418.125000 Penalty: 3113.131104
	Iteration 32Q: 3 clusters Score -1427418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1427429.625000 Penalty: 3113.131104
	Iteration 33Q: 3 clusters Score -1427430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1427442.875000 Penalty: 3113.131104
	Iteration 34Q: 3 clusters Score -1427443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1427450.375000 Penalty: 3113.131104
	Iteration 35Q: 3 clusters Score -1427450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1427456.125000 Penalty: 3113.131104
	Iteration 36Q: 3 clusters Score -1427456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1427457.750000 Penalty: 3113.131104
	Iteration 37Q: 3 clusters Score -1427458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1427457.750000 Penalty: 3113.131104
	Iteration 38F: 3 clusters Score -1427458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Entering Unmasked Estep 
Score: -1483086.500000 Penalty: 1564.045776
	Iteration 0F: 2 clusters Score -1483086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1472610.750000 Penalty: 3128.091553
	Iteration 0F: 3 clusters Score -1472611 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1476229.250000 Penalty: 3128.091553
	Iteration 1F: 3 clusters Score -1476229 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1476607.750000 Penalty: 3128.091553
	Iteration 2F: 3 clusters Score -1476608 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1477043.000000 Penalty: 3128.091553
	Iteration 3F: 3 clusters Score -1477043 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1477582.125000 Penalty: 3128.091553
	Iteration 4F: 3 clusters Score -1477582 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1478245.625000 Penalty: 3128.091553
	Iteration 5F: 3 clusters Score -1478246 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1479041.750000 Penalty: 3128.091553
	Iteration 6F: 3 clusters Score -1479042 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1479880.125000 Penalty: 3128.091553
	Iteration 7F: 3 clusters Score -1479880 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1480685.375000 Penalty: 3128.091553
	Iteration 8F: 3 clusters Score -1480685 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1481335.000000 Penalty: 3128.091553
	Iteration 9Q: 3 clusters Score -1481335 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1481740.500000 Penalty: 3128.091553
	Iteration 10Q: 3 clusters Score -1481740 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1481974.875000 Penalty: 3128.091553
	Iteration 11Q: 3 clusters Score -1481975 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1482116.500000 Penalty: 3128.091553
	Iteration 12Q: 3 clusters Score -1482116 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1482216.000000 Penalty: 3128.091553
	Iteration 13Q: 3 clusters Score -1482216 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1482288.625000 Penalty: 3128.091553
	Iteration 14Q: 3 clusters Score -1482289 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1482348.625000 Penalty: 3128.091553
	Iteration 15Q: 3 clusters Score -1482349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1482393.625000 Penalty: 3128.091553
	Iteration 16Q: 3 clusters Score -1482394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1482466.250000 Penalty: 3128.091553
	Iteration 17Q: 3 clusters Score -1482466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1482541.875000 Penalty: 3128.091553
	Iteration 18Q: 3 clusters Score -1482542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1482655.625000 Penalty: 3128.091553
	Iteration 19Q: 3 clusters Score -1482656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1482856.125000 Penalty: 3128.091553
	Iteration 20F: 3 clusters Score -1482856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1483074.375000 Penalty: 3128.091553
	Iteration 21Q: 3 clusters Score -1483074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1483161.125000 Penalty: 3128.091553
	Iteration 22Q: 3 clusters Score -1483161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1483192.000000 Penalty: 3128.091553
	Iteration 23Q: 3 clusters Score -1483192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1483201.250000 Penalty: 3128.091553
	Iteration 24Q: 3 clusters Score -1483201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1483210.375000 Penalty: 3128.091553
	Iteration 25Q: 3 clusters Score -1483210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1483212.625000 Penalty: 3128.091553
	Iteration 26Q: 3 clusters Score -1483213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1483213.000000 Penalty: 3128.091553
	Iteration 27Q: 3 clusters Score -1483213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1483213.750000 Penalty: 3128.091553
	Iteration 28Q: 3 clusters Score -1483214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1483215.000000 Penalty: 3128.091553
	Iteration 29Q: 3 clusters Score -1483215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1483216.375000 Penalty: 3128.091553
	Iteration 30Q: 3 clusters Score -1483216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1483218.750000 Penalty: 3128.091553
	Iteration 31Q: 3 clusters Score -1483219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1483218.750000 Penalty: 3128.091553
	Iteration 32Q: 3 clusters Score -1483219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1483220.625000 Penalty: 3128.091553
	Iteration 33Q: 3 clusters Score -1483221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1483220.125000 Penalty: 3128.091553
	Iteration 34Q: 3 clusters Score -1483220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1483220.625000 Penalty: 3128.091553
	Iteration 35Q: 3 clusters Score -1483221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1483221.500000 Penalty: 3128.091553
	Iteration 36Q: 3 clusters Score -1483222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1483225.375000 Penalty: 3128.091553
	Iteration 37Q: 3 clusters Score -1483225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1483223.125000 Penalty: 3128.091553
	Iteration 38Q: 3 clusters Score -1483223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1483223.125000 Penalty: 3128.091553
	Iteration 39F: 3 clusters Score -1483223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 13423 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 106667 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122179 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 1714 members 
Entering Unmasked Estep 
Score: -52406328.000000 Penalty: 49369.089844
Splitting cluster 5 changes total score from -52406744.000000 to -52406328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -591675.937500 Penalty: 1411.544922
	Iteration 0F: 2 clusters Score -591675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -587071.000000 Penalty: 2823.089844
	Iteration 0F: 3 clusters Score -587071 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -588460.500000 Penalty: 2823.089844
	Iteration 1F: 3 clusters Score -588460.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -588727.500000 Penalty: 2823.089844
	Iteration 2F: 3 clusters Score -588727.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -589014.937500 Penalty: 2823.089844
	Iteration 3F: 3 clusters Score -589014.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -589361.250000 Penalty: 2823.089844
	Iteration 4F: 3 clusters Score -589361.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -589697.000000 Penalty: 2823.089844
	Iteration 5F: 3 clusters Score -589697 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -590029.500000 Penalty: 2823.089844
	Iteration 6F: 3 clusters Score -590029.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -590302.125000 Penalty: 2823.089844
	Iteration 7F: 3 clusters Score -590302.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -590548.375000 Penalty: 2823.089844
	Iteration 8Q: 3 clusters Score -590548.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -590721.937500 Penalty: 2823.089844
	Iteration 9Q: 3 clusters Score -590721.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -590817.187500 Penalty: 2823.089844
	Iteration 10Q: 3 clusters Score -590817.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -590885.062500 Penalty: 2823.089844
	Iteration 11Q: 3 clusters Score -590885.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -590926.062500 Penalty: 2823.089844
	Iteration 12Q: 3 clusters Score -590926.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -590952.750000 Penalty: 2823.089844
	Iteration 13Q: 3 clusters Score -590952.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -590968.625000 Penalty: 2823.089844
	Iteration 14Q: 3 clusters Score -590968.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -590980.250000 Penalty: 2823.089844
	Iteration 15Q: 3 clusters Score -590980.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -590988.187500 Penalty: 2823.089844
	Iteration 16Q: 3 clusters Score -590988.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -590994.875000 Penalty: 2823.089844
	Iteration 17Q: 3 clusters Score -590994.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -591002.875000 Penalty: 2823.089844
	Iteration 18Q: 3 clusters Score -591002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -591004.062500 Penalty: 2823.089844
	Iteration 19Q: 3 clusters Score -591004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -591008.687500 Penalty: 2823.089844
	Iteration 20F: 3 clusters Score -591008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -591011.062500 Penalty: 2823.089844
	Iteration 21Q: 3 clusters Score -591011.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -591012.062500 Penalty: 2823.089844
	Iteration 22Q: 3 clusters Score -591012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -591015.187500 Penalty: 2823.089844
	Iteration 23Q: 3 clusters Score -591015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -591015.562500 Penalty: 2823.089844
	Iteration 24Q: 3 clusters Score -591015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -591015.562500 Penalty: 2823.089844
	Iteration 25Q: 3 clusters Score -591015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -591015.562500 Penalty: 2823.089844
	Iteration 26F: 3 clusters Score -591015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Entering Unmasked Estep 
Score: -4355903.500000 Penalty: 1736.500244
	Iteration 0F: 2 clusters Score -4355904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4326626.000000 Penalty: 3473.000488
	Iteration 0F: 3 clusters Score -4326626 nChanged 20340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4338035.500000 Penalty: 3473.000488
	Iteration 1F: 3 clusters Score -4338036 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4338513.500000 Penalty: 3473.000488
	Iteration 2Q: 3 clusters Score -4338514 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4339013.500000 Penalty: 3473.000488
	Iteration 3Q: 3 clusters Score -4339014 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -4339781.500000 Penalty: 3473.000488
	Iteration 4Q: 3 clusters Score -4339782 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -4341057.500000 Penalty: 3473.000488
	Iteration 5F: 3 clusters Score -4341058 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4342943.000000 Penalty: 3473.000488
	Iteration 6F: 3 clusters Score -4342943 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4345459.500000 Penalty: 3473.000488
	Iteration 7F: 3 clusters Score -4345460 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4348245.000000 Penalty: 3473.000488
	Iteration 8F: 3 clusters Score -4348245 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -4350694.000000 Penalty: 3473.000488
	Iteration 9F: 3 clusters Score -4350694 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4352483.500000 Penalty: 3473.000488
	Iteration 10Q: 3 clusters Score -4352484 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -4353468.000000 Penalty: 3473.000488
	Iteration 11Q: 3 clusters Score -4353468 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -4353933.500000 Penalty: 3473.000488
	Iteration 12Q: 3 clusters Score -4353934 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -4354151.500000 Penalty: 3473.000488
	Iteration 13Q: 3 clusters Score -4354152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -4354247.000000 Penalty: 3473.000488
	Iteration 14Q: 3 clusters Score -4354247 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -4354309.000000 Penalty: 3473.000488
	Iteration 15Q: 3 clusters Score -4354309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -4354329.500000 Penalty: 3473.000488
	Iteration 16Q: 3 clusters Score -4354330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -4354359.500000 Penalty: 3473.000488
	Iteration 17Q: 3 clusters Score -4354360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -4354387.500000 Penalty: 3473.000488
	Iteration 18Q: 3 clusters Score -4354388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -4354403.000000 Penalty: 3473.000488
	Iteration 19Q: 3 clusters Score -4354403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -4354423.000000 Penalty: 3473.000488
	Iteration 20F: 3 clusters Score -4354423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -4354438.000000 Penalty: 3473.000488
	Iteration 21Q: 3 clusters Score -4354438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -4354450.000000 Penalty: 3473.000488
	Iteration 22Q: 3 clusters Score -4354450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -4354447.000000 Penalty: 3473.000488
	Iteration 23Q: 3 clusters Score -4354447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -4354451.000000 Penalty: 3473.000488
	Iteration 24Q: 3 clusters Score -4354451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -4354461.500000 Penalty: 3473.000488
	Iteration 25Q: 3 clusters Score -4354462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -4354469.500000 Penalty: 3473.000488
	Iteration 26Q: 3 clusters Score -4354470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -4354476.000000 Penalty: 3473.000488
	Iteration 27Q: 3 clusters Score -4354476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -4354477.000000 Penalty: 3473.000488
	Iteration 28Q: 3 clusters Score -4354477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -4354473.000000 Penalty: 3473.000488
	Iteration 29Q: 3 clusters Score -4354473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -4354471.000000 Penalty: 3473.000488
	Iteration 30Q: 3 clusters Score -4354471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -4354473.000000 Penalty: 3473.000488
	Iteration 31Q: 3 clusters Score -4354473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -4354471.500000 Penalty: 3473.000488
	Iteration 32Q: 3 clusters Score -4354472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -4354470.500000 Penalty: 3473.000488
	Iteration 33Q: 3 clusters Score -4354470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -4354470.500000 Penalty: 3473.000488
	Iteration 34Q: 3 clusters Score -4354470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -4354466.500000 Penalty: 3473.000488
	Iteration 35Q: 3 clusters Score -4354466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -4354466.000000 Penalty: 3473.000488
	Iteration 36Q: 3 clusters Score -4354466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -4354470.500000 Penalty: 3473.000488
	Iteration 37Q: 3 clusters Score -4354470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -4354470.500000 Penalty: 3473.000488
	Iteration 38Q: 3 clusters Score -4354470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -4354471.500000 Penalty: 3473.000488
	Iteration 39Q: 3 clusters Score -4354472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -4354471.500000 Penalty: 3473.000488
	Iteration 40F: 3 clusters Score -4354472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Entering Unmasked Estep 
Score: -379261.843750 Penalty: 1346.886841
	Iteration 0F: 2 clusters Score -379261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -375929.937500 Penalty: 2693.773682
	Iteration 0F: 3 clusters Score -375929.9 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -376922.562500 Penalty: 2693.773682
	Iteration 1F: 3 clusters Score -376922.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -377230.500000 Penalty: 2693.773682
	Iteration 2F: 3 clusters Score -377230.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -377633.312500 Penalty: 2693.773682
	Iteration 3F: 3 clusters Score -377633.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -378188.031250 Penalty: 2693.773682
	Iteration 4F: 3 clusters Score -378188 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -378594.781250 Penalty: 2693.773682
	Iteration 5F: 3 clusters Score -378594.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -378851.437500 Penalty: 2693.773682
	Iteration 6F: 3 clusters Score -378851.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -379042.031250 Penalty: 2693.773682
	Iteration 7F: 3 clusters Score -379042 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -379192.156250 Penalty: 2693.773682
	Iteration 8Q: 3 clusters Score -379192.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -379351.406250 Penalty: 2693.773682
	Iteration 9Q: 3 clusters Score -379351.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -379525.093750 Penalty: 2693.773682
	Iteration 10Q: 3 clusters Score -379525.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -379666.125000 Penalty: 2693.773682
	Iteration 11Q: 3 clusters Score -379666.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -379725.750000 Penalty: 2693.773682
	Iteration 12Q: 3 clusters Score -379725.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -379746.125000 Penalty: 2693.773682
	Iteration 13Q: 3 clusters Score -379746.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -379754.218750 Penalty: 2693.773682
	Iteration 14Q: 3 clusters Score -379754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -379768.781250 Penalty: 2693.773682
	Iteration 15Q: 3 clusters Score -379768.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -379777.250000 Penalty: 2693.773682
	Iteration 16Q: 3 clusters Score -379777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -379782.812500 Penalty: 2693.773682
	Iteration 17Q: 3 clusters Score -379782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -379785.718750 Penalty: 2693.773682
	Iteration 18Q: 3 clusters Score -379785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -379786.500000 Penalty: 2693.773682
	Iteration 19Q: 3 clusters Score -379786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -379787.718750 Penalty: 2693.773682
	Iteration 20F: 3 clusters Score -379787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -379788.062500 Penalty: 2693.773682
	Iteration 21Q: 3 clusters Score -379788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -379788.062500 Penalty: 2693.773682
	Iteration 22F: 3 clusters Score -379788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 106667 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122179 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 3071 members 
Entering Unmasked Estep 
Score: -52406568.000000 Penalty: 49369.089844
Splitting cluster 8 changes total score from -52406744.000000 to -52406568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Entering Unmasked Estep 
Score: -941830.625000 Penalty: 1488.857544
	Iteration 0F: 2 clusters Score -941830.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -935012.812500 Penalty: 2977.715088
	Iteration 0F: 3 clusters Score -935012.8 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -937263.937500 Penalty: 2977.715088
	Iteration 1F: 3 clusters Score -937263.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -937588.250000 Penalty: 2977.715088
	Iteration 2F: 3 clusters Score -937588.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -937880.750000 Penalty: 2977.715088
	Iteration 3F: 3 clusters Score -937880.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -938164.625000 Penalty: 2977.715088
	Iteration 4F: 3 clusters Score -938164.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -938447.250000 Penalty: 2977.715088
	Iteration 5F: 3 clusters Score -938447.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -938736.437500 Penalty: 2977.715088
	Iteration 6Q: 3 clusters Score -938736.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -939051.750000 Penalty: 2977.715088
	Iteration 7F: 3 clusters Score -939051.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -939309.125000 Penalty: 2977.715088
	Iteration 8Q: 3 clusters Score -939309.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -939530.937500 Penalty: 2977.715088
	Iteration 9Q: 3 clusters Score -939530.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -939727.125000 Penalty: 2977.715088
	Iteration 10Q: 3 clusters Score -939727.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -939906.812500 Penalty: 2977.715088
	Iteration 11Q: 3 clusters Score -939906.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -940041.250000 Penalty: 2977.715088
	Iteration 12Q: 3 clusters Score -940041.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -940153.687500 Penalty: 2977.715088
	Iteration 13Q: 3 clusters Score -940153.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -940244.687500 Penalty: 2977.715088
	Iteration 14Q: 3 clusters Score -940244.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -940350.750000 Penalty: 2977.715088
	Iteration 15Q: 3 clusters Score -940350.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -940439.750000 Penalty: 2977.715088
	Iteration 16Q: 3 clusters Score -940439.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -940501.625000 Penalty: 2977.715088
	Iteration 17Q: 3 clusters Score -940501.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -940542.687500 Penalty: 2977.715088
	Iteration 18Q: 3 clusters Score -940542.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -940570.375000 Penalty: 2977.715088
	Iteration 19Q: 3 clusters Score -940570.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -940590.687500 Penalty: 2977.715088
	Iteration 20F: 3 clusters Score -940590.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -940603.562500 Penalty: 2977.715088
	Iteration 21Q: 3 clusters Score -940603.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -940610.625000 Penalty: 2977.715088
	Iteration 22Q: 3 clusters Score -940610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -940613.312500 Penalty: 2977.715088
	Iteration 23Q: 3 clusters Score -940613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -940613.062500 Penalty: 2977.715088
	Iteration 24Q: 3 clusters Score -940613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -940613.062500 Penalty: 2977.715088
	Iteration 25F: 3 clusters Score -940613.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -312726.375000 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -312726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -309820.218750 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -309820.2 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -310596.750000 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -310596.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -310815.718750 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -310815.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -310982.718750 Penalty: 2632.453857
	Iteration 3F: 3 clusters Score -310982.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -311150.687500 Penalty: 2632.453857
	Iteration 4F: 3 clusters Score -311150.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311295.937500 Penalty: 2632.453857
	Iteration 5F: 3 clusters Score -311295.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -311404.406250 Penalty: 2632.453857
	Iteration 6Q: 3 clusters Score -311404.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -311483.531250 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -311483.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -311551.281250 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -311551.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -311598.718750 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -311598.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -311626.968750 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -311627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -311654.156250 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -311654.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -311676.093750 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -311676.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -311695.781250 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -311695.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -311707.093750 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -311707.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -311713.937500 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -311713.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -311716.781250 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -311716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -311719.937500 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -311719.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -311722.843750 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -311722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -311724.500000 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -311724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -311727.281250 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -311727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -311729.437500 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -311729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -311731.156250 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -311731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -311732.031250 Penalty: 2632.453857
	Iteration 23Q: 3 clusters Score -311732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -311732.843750 Penalty: 2632.453857
	Iteration 24Q: 3 clusters Score -311732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -311733.093750 Penalty: 2632.453857
	Iteration 25Q: 3 clusters Score -311733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -311733.312500 Penalty: 2632.453857
	Iteration 26Q: 3 clusters Score -311733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -311734.531250 Penalty: 2632.453857
	Iteration 27Q: 3 clusters Score -311734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -311734.406250 Penalty: 2632.453857
	Iteration 28Q: 3 clusters Score -311734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -311735.593750 Penalty: 2632.453857
	Iteration 29Q: 3 clusters Score -311735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -311735.781250 Penalty: 2632.453857
	Iteration 30Q: 3 clusters Score -311735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -311736.531250 Penalty: 2632.453857
	Iteration 31Q: 3 clusters Score -311736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -311736.531250 Penalty: 2632.453857
	Iteration 32F: 3 clusters Score -311736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Entering Unmasked Estep 
Score: -2492128.500000 Penalty: 1648.731812
	Iteration 0F: 2 clusters Score -2492128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2474976.250000 Penalty: 3297.463623
	Iteration 0F: 3 clusters Score -2474976 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2481322.750000 Penalty: 3297.463623
	Iteration 1F: 3 clusters Score -2481323 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2481696.250000 Penalty: 3297.463623
	Iteration 2Q: 3 clusters Score -2481696 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2482080.750000 Penalty: 3297.463623
	Iteration 3Q: 3 clusters Score -2482081 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2482558.250000 Penalty: 3297.463623
	Iteration 4Q: 3 clusters Score -2482558 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2483155.000000 Penalty: 3297.463623
	Iteration 5Q: 3 clusters Score -2483155 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2484034.750000 Penalty: 3297.463623
	Iteration 6F: 3 clusters Score -2484035 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2485284.250000 Penalty: 3297.463623
	Iteration 7F: 3 clusters Score -2485284 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2487010.500000 Penalty: 3297.463623
	Iteration 8F: 3 clusters Score -2487010 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2489241.000000 Penalty: 3297.463623
	Iteration 9F: 3 clusters Score -2489241 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2491446.250000 Penalty: 3297.463623
	Iteration 10F: 3 clusters Score -2491446 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2492642.500000 Penalty: 3297.463623
	Iteration 11Q: 3 clusters Score -2492642 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2493070.750000 Penalty: 3297.463623
	Iteration 12Q: 3 clusters Score -2493071 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2493220.750000 Penalty: 3297.463623
	Iteration 13Q: 3 clusters Score -2493221 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2493282.500000 Penalty: 3297.463623
	Iteration 14Q: 3 clusters Score -2493282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2493310.750000 Penalty: 3297.463623
	Iteration 15Q: 3 clusters Score -2493311 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2493315.750000 Penalty: 3297.463623
	Iteration 16Q: 3 clusters Score -2493316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2493323.750000 Penalty: 3297.463623
	Iteration 17Q: 3 clusters Score -2493324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2493324.500000 Penalty: 3297.463623
	Iteration 18Q: 3 clusters Score -2493324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2493320.500000 Penalty: 3297.463623
	Iteration 19Q: 3 clusters Score -2493320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2493329.750000 Penalty: 3297.463623
	Iteration 20F: 3 clusters Score -2493330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2493330.000000 Penalty: 3297.463623
	Iteration 21Q: 3 clusters Score -2493330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2493329.750000 Penalty: 3297.463623
	Iteration 22Q: 3 clusters Score -2493330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2493332.500000 Penalty: 3297.463623
	Iteration 23Q: 3 clusters Score -2493332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2493330.500000 Penalty: 3297.463623
	Iteration 24Q: 3 clusters Score -2493330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2493332.750000 Penalty: 3297.463623
	Iteration 25Q: 3 clusters Score -2493333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2493333.750000 Penalty: 3297.463623
	Iteration 26Q: 3 clusters Score -2493334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2493336.500000 Penalty: 3297.463623
	Iteration 27Q: 3 clusters Score -2493336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2493336.000000 Penalty: 3297.463623
	Iteration 28Q: 3 clusters Score -2493336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2493334.500000 Penalty: 3297.463623
	Iteration 29Q: 3 clusters Score -2493334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2493338.750000 Penalty: 3297.463623
	Iteration 30Q: 3 clusters Score -2493339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2493335.750000 Penalty: 3297.463623
	Iteration 31Q: 3 clusters Score -2493336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2493337.000000 Penalty: 3297.463623
	Iteration 32Q: 3 clusters Score -2493337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2493338.000000 Penalty: 3297.463623
	Iteration 33Q: 3 clusters Score -2493338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2493338.000000 Penalty: 3297.463623
	Iteration 34F: 3 clusters Score -2493338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 106667 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122179 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 15826 members 
Entering Unmasked Estep 
Score: -52407288.000000 Penalty: 49369.089844
Splitting cluster 11 changes total score from -52406744.000000 to -52407288.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -569347.312500 Penalty: 1415.502441
	Iteration 0F: 2 clusters Score -569347.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -564707.875000 Penalty: 2831.004883
	Iteration 0F: 3 clusters Score -564707.9 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -566701.500000 Penalty: 2831.004883
	Iteration 1F: 3 clusters Score -566701.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -567931.437500 Penalty: 2831.004883
	Iteration 2F: 3 clusters Score -567931.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -569147.375000 Penalty: 2831.004883
	Iteration 3F: 3 clusters Score -569147.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -569855.687500 Penalty: 2831.004883
	Iteration 4F: 3 clusters Score -569855.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -570072.250000 Penalty: 2831.004883
	Iteration 5Q: 3 clusters Score -570072.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -570140.687500 Penalty: 2831.004883
	Iteration 6Q: 3 clusters Score -570140.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -570180.312500 Penalty: 2831.004883
	Iteration 7Q: 3 clusters Score -570180.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -570201.437500 Penalty: 2831.004883
	Iteration 8Q: 3 clusters Score -570201.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -570215.500000 Penalty: 2831.004883
	Iteration 9Q: 3 clusters Score -570215.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -570222.375000 Penalty: 2831.004883
	Iteration 10Q: 3 clusters Score -570222.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -570229.875000 Penalty: 2831.004883
	Iteration 11Q: 3 clusters Score -570229.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -570234.812500 Penalty: 2831.004883
	Iteration 12Q: 3 clusters Score -570234.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -570238.625000 Penalty: 2831.004883
	Iteration 13Q: 3 clusters Score -570238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -570239.437500 Penalty: 2831.004883
	Iteration 14Q: 3 clusters Score -570239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -570241.812500 Penalty: 2831.004883
	Iteration 15Q: 3 clusters Score -570241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -570243.000000 Penalty: 2831.004883
	Iteration 16Q: 3 clusters Score -570243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -570244.312500 Penalty: 2831.004883
	Iteration 17Q: 3 clusters Score -570244.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -570245.437500 Penalty: 2831.004883
	Iteration 18Q: 3 clusters Score -570245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -570245.500000 Penalty: 2831.004883
	Iteration 19Q: 3 clusters Score -570245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -570246.312500 Penalty: 2831.004883
	Iteration 20F: 3 clusters Score -570246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -570247.125000 Penalty: 2831.004883
	Iteration 21Q: 3 clusters Score -570247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -570246.250000 Penalty: 2831.004883
	Iteration 22Q: 3 clusters Score -570246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -570246.250000 Penalty: 2831.004883
	Iteration 23F: 3 clusters Score -570246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 106667 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122179 members 
Mstep: Class 16 contains 23260 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 15826 members 
Mstep: Class 24 contains 796 members 
Entering Unmasked Estep 
Score: -52407456.000000 Penalty: 51515.570312
Splitting cluster 12 changes total score from -52406744.000000 to -52407456.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (106667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Entering Unmasked Estep 
Score: -10577111.000000 Penalty: 1881.338379
	Iteration 0F: 2 clusters Score -1.057711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -10506137.000000 Penalty: 3762.676758
	Iteration 0F: 3 clusters Score -1.050614e+07 nChanged 51208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54739 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -10535843.000000 Penalty: 3762.676758
	Iteration 1F: 3 clusters Score -1.053584e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -10536819.000000 Penalty: 3762.676758
	Iteration 2Q: 3 clusters Score -1.053682e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -10538132.000000 Penalty: 3762.676758
	Iteration 3Q: 3 clusters Score -1.053813e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -10539811.000000 Penalty: 3762.676758
	Iteration 4Q: 3 clusters Score -1.053981e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -10541700.000000 Penalty: 3762.676758
	Iteration 5Q: 3 clusters Score -1.05417e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -10544321.000000 Penalty: 3762.676758
	Iteration 6F: 3 clusters Score -1.054432e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -10547408.000000 Penalty: 3762.676758
	Iteration 7F: 3 clusters Score -1.054741e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -10551192.000000 Penalty: 3762.676758
	Iteration 8F: 3 clusters Score -1.055119e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -10555860.000000 Penalty: 3762.676758
	Iteration 9F: 3 clusters Score -1.055586e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -10561280.000000 Penalty: 3762.676758
	Iteration 10F: 3 clusters Score -1.056128e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -10566737.000000 Penalty: 3762.676758
	Iteration 11F: 3 clusters Score -1.056674e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -10571068.000000 Penalty: 3762.676758
	Iteration 12Q: 3 clusters Score -1.057107e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -10573701.000000 Penalty: 3762.676758
	Iteration 13Q: 3 clusters Score -1.05737e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105276 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10574916.000000 Penalty: 3762.676758
	Iteration 14Q: 3 clusters Score -1.057492e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105917 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10575395.000000 Penalty: 3762.676758
	Iteration 15Q: 3 clusters Score -1.05754e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10575635.000000 Penalty: 3762.676758
	Iteration 16Q: 3 clusters Score -1.057564e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10575786.000000 Penalty: 3762.676758
	Iteration 17Q: 3 clusters Score -1.057579e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106321 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10575874.000000 Penalty: 3762.676758
	Iteration 18Q: 3 clusters Score -1.057587e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106342 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10575914.000000 Penalty: 3762.676758
	Iteration 19Q: 3 clusters Score -1.057591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10575926.000000 Penalty: 3762.676758
	Iteration 20F: 3 clusters Score -1.057593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10575944.000000 Penalty: 3762.676758
	Iteration 21Q: 3 clusters Score -1.057594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106360 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10575950.000000 Penalty: 3762.676758
	Iteration 22Q: 3 clusters Score -1.057595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10575961.000000 Penalty: 3762.676758
	Iteration 23Q: 3 clusters Score -1.057596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106367 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10575958.000000 Penalty: 3762.676758
	Iteration 24Q: 3 clusters Score -1.057596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106368 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10575972.000000 Penalty: 3762.676758
	Iteration 25Q: 3 clusters Score -1.057597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106368 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10575963.000000 Penalty: 3762.676758
	Iteration 26Q: 3 clusters Score -1.057596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10575964.000000 Penalty: 3762.676758
	Iteration 27Q: 3 clusters Score -1.057596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10575967.000000 Penalty: 3762.676758
	Iteration 28Q: 3 clusters Score -1.057597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10575965.000000 Penalty: 3762.676758
	Iteration 29Q: 3 clusters Score -1.057596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10575978.000000 Penalty: 3762.676758
	Iteration 30Q: 3 clusters Score -1.057598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10575994.000000 Penalty: 3762.676758
	Iteration 31Q: 3 clusters Score -1.057599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10576001.000000 Penalty: 3762.676758
	Iteration 32Q: 3 clusters Score -1.0576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10576011.000000 Penalty: 3762.676758
	Iteration 33Q: 3 clusters Score -1.057601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10576011.000000 Penalty: 3762.676758
	Iteration 34Q: 3 clusters Score -1.057601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10576011.000000 Penalty: 3762.676758
	Iteration 35F: 3 clusters Score -1.057601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1015821.312500 Penalty: 1517.858398
	Iteration 0F: 2 clusters Score -1015821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1007743.625000 Penalty: 3035.716797
	Iteration 0F: 3 clusters Score -1007744 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1010665.125000 Penalty: 3035.716797
	Iteration 1F: 3 clusters Score -1010665 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1011138.312500 Penalty: 3035.716797
	Iteration 2F: 3 clusters Score -1011138 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1011579.562500 Penalty: 3035.716797
	Iteration 3F: 3 clusters Score -1011580 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1012038.437500 Penalty: 3035.716797
	Iteration 4F: 3 clusters Score -1012038 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1012458.750000 Penalty: 3035.716797
	Iteration 5F: 3 clusters Score -1012459 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1012830.500000 Penalty: 3035.716797
	Iteration 6F: 3 clusters Score -1012830 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1013141.375000 Penalty: 3035.716797
	Iteration 7Q: 3 clusters Score -1013141 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1013412.312500 Penalty: 3035.716797
	Iteration 8Q: 3 clusters Score -1013412 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1013614.812500 Penalty: 3035.716797
	Iteration 9Q: 3 clusters Score -1013615 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1013765.312500 Penalty: 3035.716797
	Iteration 10Q: 3 clusters Score -1013765 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1013896.375000 Penalty: 3035.716797
	Iteration 11Q: 3 clusters Score -1013896 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1013997.062500 Penalty: 3035.716797
	Iteration 12Q: 3 clusters Score -1013997 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1014072.687500 Penalty: 3035.716797
	Iteration 13Q: 3 clusters Score -1014073 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1014136.000000 Penalty: 3035.716797
	Iteration 14Q: 3 clusters Score -1014136 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1014188.312500 Penalty: 3035.716797
	Iteration 15Q: 3 clusters Score -1014188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1014231.562500 Penalty: 3035.716797
	Iteration 16Q: 3 clusters Score -1014232 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1014272.375000 Penalty: 3035.716797
	Iteration 17Q: 3 clusters Score -1014272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1014308.062500 Penalty: 3035.716797
	Iteration 18Q: 3 clusters Score -1014308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1014350.125000 Penalty: 3035.716797
	Iteration 19Q: 3 clusters Score -1014350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1014386.062500 Penalty: 3035.716797
	Iteration 20F: 3 clusters Score -1014386 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1014424.500000 Penalty: 3035.716797
	Iteration 21Q: 3 clusters Score -1014424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1014458.187500 Penalty: 3035.716797
	Iteration 22Q: 3 clusters Score -1014458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1014496.000000 Penalty: 3035.716797
	Iteration 23Q: 3 clusters Score -1014496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1014537.937500 Penalty: 3035.716797
	Iteration 24Q: 3 clusters Score -1014538 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1014576.875000 Penalty: 3035.716797
	Iteration 25Q: 3 clusters Score -1014577 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1014617.500000 Penalty: 3035.716797
	Iteration 26Q: 3 clusters Score -1014618 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1014651.437500 Penalty: 3035.716797
	Iteration 27Q: 3 clusters Score -1014651 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1014686.437500 Penalty: 3035.716797
	Iteration 28Q: 3 clusters Score -1014686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1014720.437500 Penalty: 3035.716797
	Iteration 29Q: 3 clusters Score -1014720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1014758.062500 Penalty: 3035.716797
	Iteration 30Q: 3 clusters Score -1014758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1014787.562500 Penalty: 3035.716797
	Iteration 31Q: 3 clusters Score -1014788 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1014822.937500 Penalty: 3035.716797
	Iteration 32Q: 3 clusters Score -1014823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1014847.062500 Penalty: 3035.716797
	Iteration 33Q: 3 clusters Score -1014847 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1014872.437500 Penalty: 3035.716797
	Iteration 34Q: 3 clusters Score -1014872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1014902.500000 Penalty: 3035.716797
	Iteration 35Q: 3 clusters Score -1014902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1014930.000000 Penalty: 3035.716797
	Iteration 36Q: 3 clusters Score -1014930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1014956.437500 Penalty: 3035.716797
	Iteration 37Q: 3 clusters Score -1014956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1014991.750000 Penalty: 3035.716797
	Iteration 38Q: 3 clusters Score -1014992 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1015027.875000 Penalty: 3035.716797
	Iteration 39Q: 3 clusters Score -1015028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1015061.250000 Penalty: 3035.716797
	Iteration 40F: 3 clusters Score -1015061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1015096.125000 Penalty: 3035.716797
	Iteration 41Q: 3 clusters Score -1015096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1015128.187500 Penalty: 3035.716797
	Iteration 42Q: 3 clusters Score -1015128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1015158.625000 Penalty: 3035.716797
	Iteration 43Q: 3 clusters Score -1015159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1015176.875000 Penalty: 3035.716797
	Iteration 44Q: 3 clusters Score -1015177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1015189.875000 Penalty: 3035.716797
	Iteration 45Q: 3 clusters Score -1015190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1015203.375000 Penalty: 3035.716797
	Iteration 46Q: 3 clusters Score -1015203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1015214.687500 Penalty: 3035.716797
	Iteration 47Q: 3 clusters Score -1015215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1015224.312500 Penalty: 3035.716797
	Iteration 48Q: 3 clusters Score -1015224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1015236.812500 Penalty: 3035.716797
	Iteration 49Q: 3 clusters Score -1015237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1015245.625000 Penalty: 3035.716797
	Iteration 50Q: 3 clusters Score -1015246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1015256.437500 Penalty: 3035.716797
	Iteration 51Q: 3 clusters Score -1015256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1015270.875000 Penalty: 3035.716797
	Iteration 52Q: 3 clusters Score -1015271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1015281.875000 Penalty: 3035.716797
	Iteration 53Q: 3 clusters Score -1015282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1015294.062500 Penalty: 3035.716797
	Iteration 54Q: 3 clusters Score -1015294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1015308.562500 Penalty: 3035.716797
	Iteration 55Q: 3 clusters Score -1015309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1015318.437500 Penalty: 3035.716797
	Iteration 56Q: 3 clusters Score -1015318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1015326.937500 Penalty: 3035.716797
	Iteration 57Q: 3 clusters Score -1015327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1015335.687500 Penalty: 3035.716797
	Iteration 58Q: 3 clusters Score -1015336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1015345.125000 Penalty: 3035.716797
	Iteration 59Q: 3 clusters Score -1015345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1015351.187500 Penalty: 3035.716797
	Iteration 60F: 3 clusters Score -1015351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1015354.812500 Penalty: 3035.716797
	Iteration 61Q: 3 clusters Score -1015355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1015362.187500 Penalty: 3035.716797
	Iteration 62Q: 3 clusters Score -1015362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1015370.625000 Penalty: 3035.716797
	Iteration 63Q: 3 clusters Score -1015371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1015375.562500 Penalty: 3035.716797
	Iteration 64Q: 3 clusters Score -1015376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1015382.250000 Penalty: 3035.716797
	Iteration 65Q: 3 clusters Score -1015382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1015382.750000 Penalty: 3035.716797
	Iteration 66Q: 3 clusters Score -1015383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1015389.375000 Penalty: 3035.716797
	Iteration 67Q: 3 clusters Score -1015389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1015395.000000 Penalty: 3035.716797
	Iteration 68Q: 3 clusters Score -1015395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1015397.125000 Penalty: 3035.716797
	Iteration 69Q: 3 clusters Score -1015397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1015399.250000 Penalty: 3035.716797
	Iteration 70Q: 3 clusters Score -1015399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1015400.125000 Penalty: 3035.716797
	Iteration 71Q: 3 clusters Score -1015400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1015400.625000 Penalty: 3035.716797
	Iteration 72Q: 3 clusters Score -1015401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1015400.500000 Penalty: 3035.716797
	Iteration 73Q: 3 clusters Score -1015400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1015404.062500 Penalty: 3035.716797
	Iteration 74Q: 3 clusters Score -1015404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1015404.000000 Penalty: 3035.716797
	Iteration 75Q: 3 clusters Score -1015404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1015405.500000 Penalty: 3035.716797
	Iteration 76Q: 3 clusters Score -1015406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1015405.500000 Penalty: 3035.716797
	Iteration 77F: 3 clusters Score -1015406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122179 members 
Entering Unmasked Estep 
Score: -12109955.000000 Penalty: 1903.401855
	Iteration 0F: 2 clusters Score -1.210996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -12029423.000000 Penalty: 3806.803711
	Iteration 0F: 3 clusters Score -1.202942e+07 nChanged 58526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -12063547.000000 Penalty: 3806.803711
	Iteration 1F: 3 clusters Score -1.206355e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -12064526.000000 Penalty: 3806.803711
	Iteration 2Q: 3 clusters Score -1.206453e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -12065958.000000 Penalty: 3806.803711
	Iteration 3Q: 3 clusters Score -1.206596e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -12068207.000000 Penalty: 3806.803711
	Iteration 4Q: 3 clusters Score -1.206821e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -12072333.000000 Penalty: 3806.803711
	Iteration 5F: 3 clusters Score -1.207233e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -12079460.000000 Penalty: 3806.803711
	Iteration 6F: 3 clusters Score -1.207946e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -12089193.000000 Penalty: 3806.803711
	Iteration 7F: 3 clusters Score -1.208919e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111321 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -12098731.000000 Penalty: 3806.803711
	Iteration 8F: 3 clusters Score -1.209873e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117610 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -12104427.000000 Penalty: 3806.803711
	Iteration 9F: 3 clusters Score -1.210443e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120379 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -12106870.000000 Penalty: 3806.803711
	Iteration 10Q: 3 clusters Score -1.210687e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12107698.000000 Penalty: 3806.803711
	Iteration 11Q: 3 clusters Score -1.21077e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12107999.000000 Penalty: 3806.803711
	Iteration 12Q: 3 clusters Score -1.2108e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12108103.000000 Penalty: 3806.803711
	Iteration 13Q: 3 clusters Score -1.21081e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -12108151.000000 Penalty: 3806.803711
	Iteration 14Q: 3 clusters Score -1.210815e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121863 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12108185.000000 Penalty: 3806.803711
	Iteration 15Q: 3 clusters Score -1.210818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12108204.000000 Penalty: 3806.803711
	Iteration 16Q: 3 clusters Score -1.21082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121896 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12108232.000000 Penalty: 3806.803711
	Iteration 17Q: 3 clusters Score -1.210823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121904 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12108245.000000 Penalty: 3806.803711
	Iteration 18Q: 3 clusters Score -1.210824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121915 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12108260.000000 Penalty: 3806.803711
	Iteration 19Q: 3 clusters Score -1.210826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12108264.000000 Penalty: 3806.803711
	Iteration 20F: 3 clusters Score -1.210826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121921 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12108288.000000 Penalty: 3806.803711
	Iteration 21Q: 3 clusters Score -1.210829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121927 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12108299.000000 Penalty: 3806.803711
	Iteration 22Q: 3 clusters Score -1.21083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121933 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12108301.000000 Penalty: 3806.803711
	Iteration 23Q: 3 clusters Score -1.21083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121937 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12108320.000000 Penalty: 3806.803711
	Iteration 24Q: 3 clusters Score -1.210832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121937 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12108327.000000 Penalty: 3806.803711
	Iteration 25Q: 3 clusters Score -1.210833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12108334.000000 Penalty: 3806.803711
	Iteration 26Q: 3 clusters Score -1.210833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12108334.000000 Penalty: 3806.803711
	Iteration 27F: 3 clusters Score -1.210833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -2285581.000000 Penalty: 1633.854614
	Iteration 0F: 2 clusters Score -2285581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2269762.000000 Penalty: 3267.709229
	Iteration 0F: 3 clusters Score -2269762 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2275779.500000 Penalty: 3267.709229
	Iteration 1F: 3 clusters Score -2275780 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2276717.750000 Penalty: 3267.709229
	Iteration 2F: 3 clusters Score -2276718 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2277993.750000 Penalty: 3267.709229
	Iteration 3F: 3 clusters Score -2277994 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2279419.000000 Penalty: 3267.709229
	Iteration 4F: 3 clusters Score -2279419 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2280904.250000 Penalty: 3267.709229
	Iteration 5F: 3 clusters Score -2280904 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2282240.750000 Penalty: 3267.709229
	Iteration 6F: 3 clusters Score -2282241 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2283398.250000 Penalty: 3267.709229
	Iteration 7F: 3 clusters Score -2283398 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2284271.250000 Penalty: 3267.709229
	Iteration 8Q: 3 clusters Score -2284271 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2284921.000000 Penalty: 3267.709229
	Iteration 9Q: 3 clusters Score -2284921 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2285347.750000 Penalty: 3267.709229
	Iteration 10Q: 3 clusters Score -2285348 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2285508.250000 Penalty: 3267.709229
	Iteration 11Q: 3 clusters Score -2285508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2285582.500000 Penalty: 3267.709229
	Iteration 12Q: 3 clusters Score -2285582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2285607.000000 Penalty: 3267.709229
	Iteration 13Q: 3 clusters Score -2285607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2285637.250000 Penalty: 3267.709229
	Iteration 14Q: 3 clusters Score -2285637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2285647.500000 Penalty: 3267.709229
	Iteration 15Q: 3 clusters Score -2285648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2285660.500000 Penalty: 3267.709229
	Iteration 16Q: 3 clusters Score -2285660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2285660.000000 Penalty: 3267.709229
	Iteration 17Q: 3 clusters Score -2285660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2285666.000000 Penalty: 3267.709229
	Iteration 18Q: 3 clusters Score -2285666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2285673.500000 Penalty: 3267.709229
	Iteration 19Q: 3 clusters Score -2285674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2285677.500000 Penalty: 3267.709229
	Iteration 20F: 3 clusters Score -2285678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2285676.000000 Penalty: 3267.709229
	Iteration 21Q: 3 clusters Score -2285676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2285677.000000 Penalty: 3267.709229
	Iteration 22Q: 3 clusters Score -2285677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2285679.500000 Penalty: 3267.709229
	Iteration 23Q: 3 clusters Score -2285680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2285684.000000 Penalty: 3267.709229
	Iteration 24Q: 3 clusters Score -2285684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2285680.500000 Penalty: 3267.709229
	Iteration 25Q: 3 clusters Score -2285680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2285686.000000 Penalty: 3267.709229
	Iteration 26Q: 3 clusters Score -2285686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2285687.250000 Penalty: 3267.709229
	Iteration 27Q: 3 clusters Score -2285687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2285688.250000 Penalty: 3267.709229
	Iteration 28Q: 3 clusters Score -2285688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2285689.000000 Penalty: 3267.709229
	Iteration 29Q: 3 clusters Score -2285689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2285688.000000 Penalty: 3267.709229
	Iteration 30Q: 3 clusters Score -2285688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2285692.500000 Penalty: 3267.709229
	Iteration 31Q: 3 clusters Score -2285692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2285691.000000 Penalty: 3267.709229
	Iteration 32Q: 3 clusters Score -2285691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2285690.000000 Penalty: 3267.709229
	Iteration 33Q: 3 clusters Score -2285690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2285692.000000 Penalty: 3267.709229
	Iteration 34Q: 3 clusters Score -2285692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2285692.000000 Penalty: 3267.709229
	Iteration 35F: 3 clusters Score -2285692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 106667 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122179 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 15826 members 
Mstep: Class 24 contains 796 members 
Mstep: Class 25 contains 22080 members 
Entering Unmasked Estep 
Score: -52407000.000000 Penalty: 53662.054688
Splitting cluster 16 changes total score from -52406744.000000 to -52407000.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (26989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Entering Unmasked Estep 
Score: -2724089.250000 Penalty: 1658.017578
	Iteration 0F: 2 clusters Score -2724089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2705867.500000 Penalty: 3316.035156
	Iteration 0F: 3 clusters Score -2705868 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2712603.000000 Penalty: 3316.035156
	Iteration 1F: 3 clusters Score -2712603 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2712917.500000 Penalty: 3316.035156
	Iteration 2Q: 3 clusters Score -2712918 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2713189.250000 Penalty: 3316.035156
	Iteration 3Q: 3 clusters Score -2713189 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2713468.500000 Penalty: 3316.035156
	Iteration 4Q: 3 clusters Score -2713468 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2713802.750000 Penalty: 3316.035156
	Iteration 5Q: 3 clusters Score -2713803 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2714205.250000 Penalty: 3316.035156
	Iteration 6Q: 3 clusters Score -2714205 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2714752.250000 Penalty: 3316.035156
	Iteration 7Q: 3 clusters Score -2714752 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2715456.000000 Penalty: 3316.035156
	Iteration 8Q: 3 clusters Score -2715456 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2716275.500000 Penalty: 3316.035156
	Iteration 9F: 3 clusters Score -2716276 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2717179.000000 Penalty: 3316.035156
	Iteration 10F: 3 clusters Score -2717179 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2718087.250000 Penalty: 3316.035156
	Iteration 11F: 3 clusters Score -2718087 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2718772.000000 Penalty: 3316.035156
	Iteration 12Q: 3 clusters Score -2718772 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2719238.750000 Penalty: 3316.035156
	Iteration 13Q: 3 clusters Score -2719239 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2719544.000000 Penalty: 3316.035156
	Iteration 14Q: 3 clusters Score -2719544 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2719768.250000 Penalty: 3316.035156
	Iteration 15Q: 3 clusters Score -2719768 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2719919.500000 Penalty: 3316.035156
	Iteration 16Q: 3 clusters Score -2719920 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2719999.000000 Penalty: 3316.035156
	Iteration 17Q: 3 clusters Score -2719999 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2720070.000000 Penalty: 3316.035156
	Iteration 18Q: 3 clusters Score -2720070 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2720119.000000 Penalty: 3316.035156
	Iteration 19Q: 3 clusters Score -2720119 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2720158.750000 Penalty: 3316.035156
	Iteration 20F: 3 clusters Score -2720159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2720226.000000 Penalty: 3316.035156
	Iteration 21Q: 3 clusters Score -2720226 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2720270.750000 Penalty: 3316.035156
	Iteration 22Q: 3 clusters Score -2720271 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2720316.750000 Penalty: 3316.035156
	Iteration 23Q: 3 clusters Score -2720317 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2720357.250000 Penalty: 3316.035156
	Iteration 24Q: 3 clusters Score -2720357 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2720412.750000 Penalty: 3316.035156
	Iteration 25Q: 3 clusters Score -2720413 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2720449.750000 Penalty: 3316.035156
	Iteration 26Q: 3 clusters Score -2720450 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2720511.500000 Penalty: 3316.035156
	Iteration 27Q: 3 clusters Score -2720512 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2720565.750000 Penalty: 3316.035156
	Iteration 28Q: 3 clusters Score -2720566 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2720598.750000 Penalty: 3316.035156
	Iteration 29Q: 3 clusters Score -2720599 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2720656.250000 Penalty: 3316.035156
	Iteration 30Q: 3 clusters Score -2720656 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2720692.500000 Penalty: 3316.035156
	Iteration 31Q: 3 clusters Score -2720692 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2720745.750000 Penalty: 3316.035156
	Iteration 32Q: 3 clusters Score -2720746 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2720786.750000 Penalty: 3316.035156
	Iteration 33Q: 3 clusters Score -2720787 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2720840.750000 Penalty: 3316.035156
	Iteration 34Q: 3 clusters Score -2720841 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2720875.000000 Penalty: 3316.035156
	Iteration 35Q: 3 clusters Score -2720875 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2720920.000000 Penalty: 3316.035156
	Iteration 36Q: 3 clusters Score -2720920 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2720965.250000 Penalty: 3316.035156
	Iteration 37Q: 3 clusters Score -2720965 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2721028.000000 Penalty: 3316.035156
	Iteration 38Q: 3 clusters Score -2721028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2721085.250000 Penalty: 3316.035156
	Iteration 39Q: 3 clusters Score -2721085 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2721112.500000 Penalty: 3316.035156
	Iteration 40F: 3 clusters Score -2721112 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2721162.000000 Penalty: 3316.035156
	Iteration 41Q: 3 clusters Score -2721162 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2721223.500000 Penalty: 3316.035156
	Iteration 42Q: 3 clusters Score -2721224 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2721265.000000 Penalty: 3316.035156
	Iteration 43Q: 3 clusters Score -2721265 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2721327.500000 Penalty: 3316.035156
	Iteration 44Q: 3 clusters Score -2721328 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2721391.250000 Penalty: 3316.035156
	Iteration 45Q: 3 clusters Score -2721391 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2721472.000000 Penalty: 3316.035156
	Iteration 46Q: 3 clusters Score -2721472 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2721531.750000 Penalty: 3316.035156
	Iteration 47Q: 3 clusters Score -2721532 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -2721605.500000 Penalty: 3316.035156
	Iteration 48Q: 3 clusters Score -2721606 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2721691.750000 Penalty: 3316.035156
	Iteration 49Q: 3 clusters Score -2721692 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2721782.750000 Penalty: 3316.035156
	Iteration 50Q: 3 clusters Score -2721783 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2721882.750000 Penalty: 3316.035156
	Iteration 51Q: 3 clusters Score -2721883 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -2721973.500000 Penalty: 3316.035156
	Iteration 52Q: 3 clusters Score -2721974 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -2722065.000000 Penalty: 3316.035156
	Iteration 53Q: 3 clusters Score -2722065 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2722165.000000 Penalty: 3316.035156
	Iteration 54Q: 3 clusters Score -2722165 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2722299.000000 Penalty: 3316.035156
	Iteration 55Q: 3 clusters Score -2722299 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2722445.750000 Penalty: 3316.035156
	Iteration 56Q: 3 clusters Score -2722446 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2722632.500000 Penalty: 3316.035156
	Iteration 57Q: 3 clusters Score -2722632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2722869.000000 Penalty: 3316.035156
	Iteration 58Q: 3 clusters Score -2722869 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2723002.500000 Penalty: 3316.035156
	Iteration 59Q: 3 clusters Score -2723002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -2723090.000000 Penalty: 3316.035156
	Iteration 60F: 3 clusters Score -2723090 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2723149.250000 Penalty: 3316.035156
	Iteration 61Q: 3 clusters Score -2723149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2723167.000000 Penalty: 3316.035156
	Iteration 62Q: 3 clusters Score -2723167 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2723184.000000 Penalty: 3316.035156
	Iteration 63Q: 3 clusters Score -2723184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2723196.250000 Penalty: 3316.035156
	Iteration 64Q: 3 clusters Score -2723196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2723200.250000 Penalty: 3316.035156
	Iteration 65Q: 3 clusters Score -2723200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -2723206.750000 Penalty: 3316.035156
	Iteration 66Q: 3 clusters Score -2723207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2723213.750000 Penalty: 3316.035156
	Iteration 67Q: 3 clusters Score -2723214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -2723215.750000 Penalty: 3316.035156
	Iteration 68Q: 3 clusters Score -2723216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -2723214.750000 Penalty: 3316.035156
	Iteration 69Q: 3 clusters Score -2723215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2723211.250000 Penalty: 3316.035156
	Iteration 70Q: 3 clusters Score -2723211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2723215.250000 Penalty: 3316.035156
	Iteration 71Q: 3 clusters Score -2723215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2723215.500000 Penalty: 3316.035156
	Iteration 72Q: 3 clusters Score -2723216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2723215.500000 Penalty: 3316.035156
	Iteration 73F: 3 clusters Score -2723216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -274042.687500 Penalty: 1279.583252
	Iteration 0F: 2 clusters Score -274042.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -271551.718750 Penalty: 2559.166504
	Iteration 0F: 3 clusters Score -271551.7 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -272139.500000 Penalty: 2559.166504
	Iteration 1F: 3 clusters Score -272139.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -272244.406250 Penalty: 2559.166504
	Iteration 2F: 3 clusters Score -272244.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -272298.281250 Penalty: 2559.166504
	Iteration 3Q: 3 clusters Score -272298.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -272336.843750 Penalty: 2559.166504
	Iteration 4Q: 3 clusters Score -272336.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -272365.406250 Penalty: 2559.166504
	Iteration 5Q: 3 clusters Score -272365.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -272383.437500 Penalty: 2559.166504
	Iteration 6Q: 3 clusters Score -272383.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -272397.250000 Penalty: 2559.166504
	Iteration 7Q: 3 clusters Score -272397.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -272409.843750 Penalty: 2559.166504
	Iteration 8Q: 3 clusters Score -272409.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -272416.968750 Penalty: 2559.166504
	Iteration 9Q: 3 clusters Score -272417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -272422.781250 Penalty: 2559.166504
	Iteration 10Q: 3 clusters Score -272422.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -272431.187500 Penalty: 2559.166504
	Iteration 11Q: 3 clusters Score -272431.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -272436.093750 Penalty: 2559.166504
	Iteration 12Q: 3 clusters Score -272436.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -272441.968750 Penalty: 2559.166504
	Iteration 13Q: 3 clusters Score -272442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -272449.312500 Penalty: 2559.166504
	Iteration 14Q: 3 clusters Score -272449.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -272459.062500 Penalty: 2559.166504
	Iteration 15Q: 3 clusters Score -272459.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -272469.812500 Penalty: 2559.166504
	Iteration 16Q: 3 clusters Score -272469.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -272479.843750 Penalty: 2559.166504
	Iteration 17Q: 3 clusters Score -272479.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -272488.312500 Penalty: 2559.166504
	Iteration 18Q: 3 clusters Score -272488.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -272493.875000 Penalty: 2559.166504
	Iteration 19Q: 3 clusters Score -272493.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -272497.687500 Penalty: 2559.166504
	Iteration 20F: 3 clusters Score -272497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -272502.000000 Penalty: 2559.166504
	Iteration 21Q: 3 clusters Score -272502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -272505.218750 Penalty: 2559.166504
	Iteration 22Q: 3 clusters Score -272505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -272508.593750 Penalty: 2559.166504
	Iteration 23Q: 3 clusters Score -272508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -272512.875000 Penalty: 2559.166504
	Iteration 24Q: 3 clusters Score -272512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -272514.125000 Penalty: 2559.166504
	Iteration 25Q: 3 clusters Score -272514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -272514.781250 Penalty: 2559.166504
	Iteration 26Q: 3 clusters Score -272514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -272516.218750 Penalty: 2559.166504
	Iteration 27Q: 3 clusters Score -272516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -272518.218750 Penalty: 2559.166504
	Iteration 28Q: 3 clusters Score -272518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -272520.187500 Penalty: 2559.166504
	Iteration 29Q: 3 clusters Score -272520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -272523.687500 Penalty: 2559.166504
	Iteration 30Q: 3 clusters Score -272523.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -272528.062500 Penalty: 2559.166504
	Iteration 31Q: 3 clusters Score -272528.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -272534.500000 Penalty: 2559.166504
	Iteration 32Q: 3 clusters Score -272534.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -272540.937500 Penalty: 2559.166504
	Iteration 33Q: 3 clusters Score -272540.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -272551.250000 Penalty: 2559.166504
	Iteration 34Q: 3 clusters Score -272551.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -272564.031250 Penalty: 2559.166504
	Iteration 35Q: 3 clusters Score -272564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -272581.125000 Penalty: 2559.166504
	Iteration 36Q: 3 clusters Score -272581.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -272596.031250 Penalty: 2559.166504
	Iteration 37Q: 3 clusters Score -272596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -272608.468750 Penalty: 2559.166504
	Iteration 38Q: 3 clusters Score -272608.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -272621.031250 Penalty: 2559.166504
	Iteration 39Q: 3 clusters Score -272621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -272633.062500 Penalty: 2559.166504
	Iteration 40F: 3 clusters Score -272633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -272638.187500 Penalty: 2559.166504
	Iteration 41Q: 3 clusters Score -272638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -272645.343750 Penalty: 2559.166504
	Iteration 42Q: 3 clusters Score -272645.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -272652.781250 Penalty: 2559.166504
	Iteration 43Q: 3 clusters Score -272652.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -272662.343750 Penalty: 2559.166504
	Iteration 44Q: 3 clusters Score -272662.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -272674.031250 Penalty: 2559.166504
	Iteration 45Q: 3 clusters Score -272674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -272685.812500 Penalty: 2559.166504
	Iteration 46Q: 3 clusters Score -272685.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -272697.875000 Penalty: 2559.166504
	Iteration 47Q: 3 clusters Score -272697.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -272706.031250 Penalty: 2559.166504
	Iteration 48Q: 3 clusters Score -272706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -272715.468750 Penalty: 2559.166504
	Iteration 49Q: 3 clusters Score -272715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -272724.156250 Penalty: 2559.166504
	Iteration 50Q: 3 clusters Score -272724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -272735.000000 Penalty: 2559.166504
	Iteration 51Q: 3 clusters Score -272735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -272750.656250 Penalty: 2559.166504
	Iteration 52Q: 3 clusters Score -272750.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -272767.031250 Penalty: 2559.166504
	Iteration 53Q: 3 clusters Score -272767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -272777.781250 Penalty: 2559.166504
	Iteration 54Q: 3 clusters Score -272777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -272787.656250 Penalty: 2559.166504
	Iteration 55Q: 3 clusters Score -272787.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -272794.593750 Penalty: 2559.166504
	Iteration 56Q: 3 clusters Score -272794.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -272802.062500 Penalty: 2559.166504
	Iteration 57Q: 3 clusters Score -272802.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -272806.625000 Penalty: 2559.166504
	Iteration 58Q: 3 clusters Score -272806.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -272814.375000 Penalty: 2559.166504
	Iteration 59Q: 3 clusters Score -272814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -272818.906250 Penalty: 2559.166504
	Iteration 60F: 3 clusters Score -272818.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -272828.000000 Penalty: 2559.166504
	Iteration 61Q: 3 clusters Score -272828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -272834.875000 Penalty: 2559.166504
	Iteration 62Q: 3 clusters Score -272834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -272841.937500 Penalty: 2559.166504
	Iteration 63Q: 3 clusters Score -272841.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -272848.562500 Penalty: 2559.166504
	Iteration 64Q: 3 clusters Score -272848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -272855.375000 Penalty: 2559.166504
	Iteration 65Q: 3 clusters Score -272855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -272859.968750 Penalty: 2559.166504
	Iteration 66Q: 3 clusters Score -272860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -272863.500000 Penalty: 2559.166504
	Iteration 67Q: 3 clusters Score -272863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -272865.250000 Penalty: 2559.166504
	Iteration 68Q: 3 clusters Score -272865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -272868.562500 Penalty: 2559.166504
	Iteration 69Q: 3 clusters Score -272868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -272868.531250 Penalty: 2559.166504
	Iteration 70Q: 3 clusters Score -272868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -272868.531250 Penalty: 2559.166504
	Iteration 71F: 3 clusters Score -272868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -467788.562500 Penalty: 1388.531372
	Iteration 0F: 2 clusters Score -467788.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -463738.093750 Penalty: 2777.062744
	Iteration 0F: 3 clusters Score -463738.1 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -465036.750000 Penalty: 2777.062744
	Iteration 1F: 3 clusters Score -465036.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -465330.187500 Penalty: 2777.062744
	Iteration 2F: 3 clusters Score -465330.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -465588.031250 Penalty: 2777.062744
	Iteration 3F: 3 clusters Score -465588 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -465910.812500 Penalty: 2777.062744
	Iteration 4F: 3 clusters Score -465910.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -466190.125000 Penalty: 2777.062744
	Iteration 5F: 3 clusters Score -466190.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -466426.625000 Penalty: 2777.062744
	Iteration 6F: 3 clusters Score -466426.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -466589.281250 Penalty: 2777.062744
	Iteration 7Q: 3 clusters Score -466589.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -466711.875000 Penalty: 2777.062744
	Iteration 8Q: 3 clusters Score -466711.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -466782.781250 Penalty: 2777.062744
	Iteration 9Q: 3 clusters Score -466782.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -466826.656250 Penalty: 2777.062744
	Iteration 10Q: 3 clusters Score -466826.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -466864.750000 Penalty: 2777.062744
	Iteration 11Q: 3 clusters Score -466864.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -466898.531250 Penalty: 2777.062744
	Iteration 12Q: 3 clusters Score -466898.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -466924.812500 Penalty: 2777.062744
	Iteration 13Q: 3 clusters Score -466924.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -466944.125000 Penalty: 2777.062744
	Iteration 14Q: 3 clusters Score -466944.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -466967.437500 Penalty: 2777.062744
	Iteration 15Q: 3 clusters Score -466967.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -466983.625000 Penalty: 2777.062744
	Iteration 16Q: 3 clusters Score -466983.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -466996.125000 Penalty: 2777.062744
	Iteration 17Q: 3 clusters Score -466996.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -467010.406250 Penalty: 2777.062744
	Iteration 18Q: 3 clusters Score -467010.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -467023.187500 Penalty: 2777.062744
	Iteration 19Q: 3 clusters Score -467023.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -467035.218750 Penalty: 2777.062744
	Iteration 20F: 3 clusters Score -467035.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -467049.781250 Penalty: 2777.062744
	Iteration 21Q: 3 clusters Score -467049.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -467058.125000 Penalty: 2777.062744
	Iteration 22Q: 3 clusters Score -467058.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -467065.375000 Penalty: 2777.062744
	Iteration 23Q: 3 clusters Score -467065.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -467069.531250 Penalty: 2777.062744
	Iteration 24Q: 3 clusters Score -467069.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -467072.562500 Penalty: 2777.062744
	Iteration 25Q: 3 clusters Score -467072.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -467075.656250 Penalty: 2777.062744
	Iteration 26Q: 3 clusters Score -467075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -467079.687500 Penalty: 2777.062744
	Iteration 27Q: 3 clusters Score -467079.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -467083.687500 Penalty: 2777.062744
	Iteration 28Q: 3 clusters Score -467083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -467086.281250 Penalty: 2777.062744
	Iteration 29Q: 3 clusters Score -467086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -467090.718750 Penalty: 2777.062744
	Iteration 30Q: 3 clusters Score -467090.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -467095.500000 Penalty: 2777.062744
	Iteration 31Q: 3 clusters Score -467095.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -467099.437500 Penalty: 2777.062744
	Iteration 32Q: 3 clusters Score -467099.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -467104.625000 Penalty: 2777.062744
	Iteration 33Q: 3 clusters Score -467104.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -467109.781250 Penalty: 2777.062744
	Iteration 34Q: 3 clusters Score -467109.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -467113.250000 Penalty: 2777.062744
	Iteration 35Q: 3 clusters Score -467113.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -467119.281250 Penalty: 2777.062744
	Iteration 36Q: 3 clusters Score -467119.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -467124.531250 Penalty: 2777.062744
	Iteration 37Q: 3 clusters Score -467124.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -467128.625000 Penalty: 2777.062744
	Iteration 38Q: 3 clusters Score -467128.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -467133.968750 Penalty: 2777.062744
	Iteration 39Q: 3 clusters Score -467134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -467137.968750 Penalty: 2777.062744
	Iteration 40F: 3 clusters Score -467138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -467141.593750 Penalty: 2777.062744
	Iteration 41Q: 3 clusters Score -467141.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -467145.218750 Penalty: 2777.062744
	Iteration 42Q: 3 clusters Score -467145.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -467150.718750 Penalty: 2777.062744
	Iteration 43Q: 3 clusters Score -467150.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -467155.593750 Penalty: 2777.062744
	Iteration 44Q: 3 clusters Score -467155.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -467157.656250 Penalty: 2777.062744
	Iteration 45Q: 3 clusters Score -467157.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -467161.031250 Penalty: 2777.062744
	Iteration 46Q: 3 clusters Score -467161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -467163.781250 Penalty: 2777.062744
	Iteration 47Q: 3 clusters Score -467163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -467167.000000 Penalty: 2777.062744
	Iteration 48Q: 3 clusters Score -467167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -467172.468750 Penalty: 2777.062744
	Iteration 49Q: 3 clusters Score -467172.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -467179.125000 Penalty: 2777.062744
	Iteration 50Q: 3 clusters Score -467179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -467184.375000 Penalty: 2777.062744
	Iteration 51Q: 3 clusters Score -467184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -467187.531250 Penalty: 2777.062744
	Iteration 52Q: 3 clusters Score -467187.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -467192.781250 Penalty: 2777.062744
	Iteration 53Q: 3 clusters Score -467192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -467200.593750 Penalty: 2777.062744
	Iteration 54Q: 3 clusters Score -467200.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -467205.406250 Penalty: 2777.062744
	Iteration 55Q: 3 clusters Score -467205.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -467210.250000 Penalty: 2777.062744
	Iteration 56Q: 3 clusters Score -467210.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -467222.406250 Penalty: 2777.062744
	Iteration 57Q: 3 clusters Score -467222.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -467239.656250 Penalty: 2777.062744
	Iteration 58Q: 3 clusters Score -467239.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -467259.093750 Penalty: 2777.062744
	Iteration 59Q: 3 clusters Score -467259.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -467274.187500 Penalty: 2777.062744
	Iteration 60F: 3 clusters Score -467274.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -467293.562500 Penalty: 2777.062744
	Iteration 61Q: 3 clusters Score -467293.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -467316.343750 Penalty: 2777.062744
	Iteration 62Q: 3 clusters Score -467316.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -467335.781250 Penalty: 2777.062744
	Iteration 63Q: 3 clusters Score -467335.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -467351.562500 Penalty: 2777.062744
	Iteration 64Q: 3 clusters Score -467351.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -467364.875000 Penalty: 2777.062744
	Iteration 65Q: 3 clusters Score -467364.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -467383.843750 Penalty: 2777.062744
	Iteration 66Q: 3 clusters Score -467383.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -467408.312500 Penalty: 2777.062744
	Iteration 67Q: 3 clusters Score -467408.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -467433.000000 Penalty: 2777.062744
	Iteration 68Q: 3 clusters Score -467433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -467463.562500 Penalty: 2777.062744
	Iteration 69Q: 3 clusters Score -467463.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -467495.218750 Penalty: 2777.062744
	Iteration 70Q: 3 clusters Score -467495.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -467532.625000 Penalty: 2777.062744
	Iteration 71Q: 3 clusters Score -467532.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -467567.906250 Penalty: 2777.062744
	Iteration 72Q: 3 clusters Score -467567.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -467599.375000 Penalty: 2777.062744
	Iteration 73Q: 3 clusters Score -467599.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -467627.281250 Penalty: 2777.062744
	Iteration 74Q: 3 clusters Score -467627.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -467658.093750 Penalty: 2777.062744
	Iteration 75Q: 3 clusters Score -467658.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -467692.312500 Penalty: 2777.062744
	Iteration 76Q: 3 clusters Score -467692.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -467726.781250 Penalty: 2777.062744
	Iteration 77Q: 3 clusters Score -467726.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -467762.218750 Penalty: 2777.062744
	Iteration 78Q: 3 clusters Score -467762.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -467791.031250 Penalty: 2777.062744
	Iteration 79Q: 3 clusters Score -467791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -467821.843750 Penalty: 2777.062744
	Iteration 80F: 3 clusters Score -467821.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -467842.250000 Penalty: 2777.062744
	Iteration 81Q: 3 clusters Score -467842.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -467856.250000 Penalty: 2777.062744
	Iteration 82Q: 3 clusters Score -467856.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -467866.750000 Penalty: 2777.062744
	Iteration 83Q: 3 clusters Score -467866.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -467875.187500 Penalty: 2777.062744
	Iteration 84Q: 3 clusters Score -467875.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -467882.875000 Penalty: 2777.062744
	Iteration 85Q: 3 clusters Score -467882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -467885.781250 Penalty: 2777.062744
	Iteration 86Q: 3 clusters Score -467885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -467888.781250 Penalty: 2777.062744
	Iteration 87Q: 3 clusters Score -467888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -467890.656250 Penalty: 2777.062744
	Iteration 88Q: 3 clusters Score -467890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -467892.437500 Penalty: 2777.062744
	Iteration 89Q: 3 clusters Score -467892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -467893.875000 Penalty: 2777.062744
	Iteration 90Q: 3 clusters Score -467893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -467894.656250 Penalty: 2777.062744
	Iteration 91Q: 3 clusters Score -467894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -467894.843750 Penalty: 2777.062744
	Iteration 92Q: 3 clusters Score -467894.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -467896.562500 Penalty: 2777.062744
	Iteration 93Q: 3 clusters Score -467896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -467896.468750 Penalty: 2777.062744
	Iteration 94Q: 3 clusters Score -467896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -467896.468750 Penalty: 2777.062744
	Iteration 95F: 3 clusters Score -467896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 106667 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122179 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 11905 members 
Mstep: Class 23 contains 15826 members 
Mstep: Class 24 contains 796 members 
Mstep: Class 25 contains 22080 members 
Mstep: Class 26 contains 3603 members 
Entering Unmasked Estep 
Score: -52406192.000000 Penalty: 55808.535156
Splitting cluster 19 changes total score from -52406744.000000 to -52406192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (18130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Entering Unmasked Estep 
Score: -1797393.625000 Penalty: 1593.365112
	Iteration 0F: 2 clusters Score -1797394 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 9037 members 
Entering Unmasked Estep 
Score: -1785021.500000 Penalty: 3186.730225
	Iteration 0F: 3 clusters Score -1785022 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1789524.250000 Penalty: 3186.730225
	Iteration 1F: 3 clusters Score -1789524 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1789831.750000 Penalty: 3186.730225
	Iteration 2F: 3 clusters Score -1789832 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1790099.625000 Penalty: 3186.730225
	Iteration 3Q: 3 clusters Score -1790100 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1790293.125000 Penalty: 3186.730225
	Iteration 4Q: 3 clusters Score -1790293 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1790452.125000 Penalty: 3186.730225
	Iteration 5Q: 3 clusters Score -1790452 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1790589.750000 Penalty: 3186.730225
	Iteration 6Q: 3 clusters Score -1790590 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1790715.000000 Penalty: 3186.730225
	Iteration 7Q: 3 clusters Score -1790715 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1790824.750000 Penalty: 3186.730225
	Iteration 8Q: 3 clusters Score -1790825 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1790937.875000 Penalty: 3186.730225
	Iteration 9Q: 3 clusters Score -1790938 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1791046.875000 Penalty: 3186.730225
	Iteration 10Q: 3 clusters Score -1791047 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1791172.500000 Penalty: 3186.730225
	Iteration 11Q: 3 clusters Score -1791172 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1791346.875000 Penalty: 3186.730225
	Iteration 12Q: 3 clusters Score -1791347 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1791606.875000 Penalty: 3186.730225
	Iteration 13Q: 3 clusters Score -1791607 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1791980.375000 Penalty: 3186.730225
	Iteration 14Q: 3 clusters Score -1791980 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1792474.750000 Penalty: 3186.730225
	Iteration 15Q: 3 clusters Score -1792475 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1793032.000000 Penalty: 3186.730225
	Iteration 16Q: 3 clusters Score -1793032 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1793617.125000 Penalty: 3186.730225
	Iteration 17Q: 3 clusters Score -1793617 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1794175.625000 Penalty: 3186.730225
	Iteration 18Q: 3 clusters Score -1794176 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1794670.875000 Penalty: 3186.730225
	Iteration 19Q: 3 clusters Score -1794671 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1795042.375000 Penalty: 3186.730225
	Iteration 20F: 3 clusters Score -1795042 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1795351.750000 Penalty: 3186.730225
	Iteration 21Q: 3 clusters Score -1795352 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1795573.000000 Penalty: 3186.730225
	Iteration 22Q: 3 clusters Score -1795573 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1795740.375000 Penalty: 3186.730225
	Iteration 23Q: 3 clusters Score -1795740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1795864.375000 Penalty: 3186.730225
	Iteration 24Q: 3 clusters Score -1795864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1795947.000000 Penalty: 3186.730225
	Iteration 25Q: 3 clusters Score -1795947 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1796036.125000 Penalty: 3186.730225
	Iteration 26Q: 3 clusters Score -1796036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1796085.125000 Penalty: 3186.730225
	Iteration 27Q: 3 clusters Score -1796085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1796108.000000 Penalty: 3186.730225
	Iteration 28Q: 3 clusters Score -1796108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1796130.250000 Penalty: 3186.730225
	Iteration 29Q: 3 clusters Score -1796130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1796145.000000 Penalty: 3186.730225
	Iteration 30Q: 3 clusters Score -1796145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1796166.875000 Penalty: 3186.730225
	Iteration 31Q: 3 clusters Score -1796167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1796175.750000 Penalty: 3186.730225
	Iteration 32Q: 3 clusters Score -1796176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1796185.750000 Penalty: 3186.730225
	Iteration 33Q: 3 clusters Score -1796186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1796189.125000 Penalty: 3186.730225
	Iteration 34Q: 3 clusters Score -1796189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1796195.500000 Penalty: 3186.730225
	Iteration 35Q: 3 clusters Score -1796196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1796196.000000 Penalty: 3186.730225
	Iteration 36Q: 3 clusters Score -1796196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1796200.500000 Penalty: 3186.730225
	Iteration 37Q: 3 clusters Score -1796200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1796202.125000 Penalty: 3186.730225
	Iteration 38Q: 3 clusters Score -1796202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1796206.500000 Penalty: 3186.730225
	Iteration 39Q: 3 clusters Score -1796206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1796208.875000 Penalty: 3186.730225
	Iteration 40F: 3 clusters Score -1796209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1796214.500000 Penalty: 3186.730225
	Iteration 41Q: 3 clusters Score -1796214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1796214.875000 Penalty: 3186.730225
	Iteration 42Q: 3 clusters Score -1796215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1796216.250000 Penalty: 3186.730225
	Iteration 43Q: 3 clusters Score -1796216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1796216.375000 Penalty: 3186.730225
	Iteration 44Q: 3 clusters Score -1796216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1796218.000000 Penalty: 3186.730225
	Iteration 45Q: 3 clusters Score -1796218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1796218.000000 Penalty: 3186.730225
	Iteration 46F: 3 clusters Score -1796218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Entering Unmasked Estep 
Score: -1961829.375000 Penalty: 1611.030151
	Iteration 0F: 2 clusters Score -1961829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1948019.750000 Penalty: 3222.060303
	Iteration 0F: 3 clusters Score -1948020 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1953127.750000 Penalty: 3222.060303
	Iteration 1F: 3 clusters Score -1953128 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1953605.625000 Penalty: 3222.060303
	Iteration 2F: 3 clusters Score -1953606 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1954161.750000 Penalty: 3222.060303
	Iteration 3F: 3 clusters Score -1954162 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1954835.125000 Penalty: 3222.060303
	Iteration 4F: 3 clusters Score -1954835 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1955691.625000 Penalty: 3222.060303
	Iteration 5F: 3 clusters Score -1955692 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1956708.875000 Penalty: 3222.060303
	Iteration 6F: 3 clusters Score -1956709 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1957740.625000 Penalty: 3222.060303
	Iteration 7F: 3 clusters Score -1957741 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1958613.000000 Penalty: 3222.060303
	Iteration 8Q: 3 clusters Score -1958613 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1959221.250000 Penalty: 3222.060303
	Iteration 9Q: 3 clusters Score -1959221 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1959640.375000 Penalty: 3222.060303
	Iteration 10Q: 3 clusters Score -1959640 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1959897.875000 Penalty: 3222.060303
	Iteration 11Q: 3 clusters Score -1959898 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1960038.375000 Penalty: 3222.060303
	Iteration 12Q: 3 clusters Score -1960038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1960145.000000 Penalty: 3222.060303
	Iteration 13Q: 3 clusters Score -1960145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1960232.250000 Penalty: 3222.060303
	Iteration 14Q: 3 clusters Score -1960232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1960293.625000 Penalty: 3222.060303
	Iteration 15Q: 3 clusters Score -1960294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1960342.875000 Penalty: 3222.060303
	Iteration 16Q: 3 clusters Score -1960343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1960382.625000 Penalty: 3222.060303
	Iteration 17Q: 3 clusters Score -1960383 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1960405.125000 Penalty: 3222.060303
	Iteration 18Q: 3 clusters Score -1960405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1960433.250000 Penalty: 3222.060303
	Iteration 19Q: 3 clusters Score -1960433 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1960455.000000 Penalty: 3222.060303
	Iteration 20F: 3 clusters Score -1960455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1960482.875000 Penalty: 3222.060303
	Iteration 21Q: 3 clusters Score -1960483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1960510.125000 Penalty: 3222.060303
	Iteration 22Q: 3 clusters Score -1960510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1960537.625000 Penalty: 3222.060303
	Iteration 23Q: 3 clusters Score -1960538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1960566.875000 Penalty: 3222.060303
	Iteration 24Q: 3 clusters Score -1960567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1960585.625000 Penalty: 3222.060303
	Iteration 25Q: 3 clusters Score -1960586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1960601.250000 Penalty: 3222.060303
	Iteration 26Q: 3 clusters Score -1960601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1960615.625000 Penalty: 3222.060303
	Iteration 27Q: 3 clusters Score -1960616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1960630.375000 Penalty: 3222.060303
	Iteration 28Q: 3 clusters Score -1960630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1960640.375000 Penalty: 3222.060303
	Iteration 29Q: 3 clusters Score -1960640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1960647.250000 Penalty: 3222.060303
	Iteration 30Q: 3 clusters Score -1960647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1960651.500000 Penalty: 3222.060303
	Iteration 31Q: 3 clusters Score -1960652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1960661.875000 Penalty: 3222.060303
	Iteration 32Q: 3 clusters Score -1960662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1960662.625000 Penalty: 3222.060303
	Iteration 33Q: 3 clusters Score -1960663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1960677.625000 Penalty: 3222.060303
	Iteration 34Q: 3 clusters Score -1960678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1960683.250000 Penalty: 3222.060303
	Iteration 35Q: 3 clusters Score -1960683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1960686.875000 Penalty: 3222.060303
	Iteration 36Q: 3 clusters Score -1960687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1960690.750000 Penalty: 3222.060303
	Iteration 37Q: 3 clusters Score -1960691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1960695.625000 Penalty: 3222.060303
	Iteration 38Q: 3 clusters Score -1960696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1960698.750000 Penalty: 3222.060303
	Iteration 39Q: 3 clusters Score -1960699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1960706.250000 Penalty: 3222.060303
	Iteration 40F: 3 clusters Score -1960706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1960705.625000 Penalty: 3222.060303
	Iteration 41Q: 3 clusters Score -1960706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1960707.375000 Penalty: 3222.060303
	Iteration 42Q: 3 clusters Score -1960707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1960707.250000 Penalty: 3222.060303
	Iteration 43Q: 3 clusters Score -1960707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1960706.000000 Penalty: 3222.060303
	Iteration 44Q: 3 clusters Score -1960706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1960703.625000 Penalty: 3222.060303
	Iteration 45Q: 3 clusters Score -1960704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1960703.625000 Penalty: 3222.060303
	Iteration 46F: 3 clusters Score -1960704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Entering Unmasked Estep 
Score: -1192159.250000 Penalty: 1525.015991
	Iteration 0F: 2 clusters Score -1192159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1183763.375000 Penalty: 3050.031982
	Iteration 0F: 3 clusters Score -1183763 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1186602.375000 Penalty: 3050.031982
	Iteration 1F: 3 clusters Score -1186602 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1186901.875000 Penalty: 3050.031982
	Iteration 2F: 3 clusters Score -1186902 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1187187.000000 Penalty: 3050.031982
	Iteration 3F: 3 clusters Score -1187187 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1187485.625000 Penalty: 3050.031982
	Iteration 4Q: 3 clusters Score -1187486 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1187789.250000 Penalty: 3050.031982
	Iteration 5Q: 3 clusters Score -1187789 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1188077.375000 Penalty: 3050.031982
	Iteration 6Q: 3 clusters Score -1188077 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1188324.125000 Penalty: 3050.031982
	Iteration 7Q: 3 clusters Score -1188324 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1188514.125000 Penalty: 3050.031982
	Iteration 8Q: 3 clusters Score -1188514 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1188661.125000 Penalty: 3050.031982
	Iteration 9Q: 3 clusters Score -1188661 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1188770.250000 Penalty: 3050.031982
	Iteration 10Q: 3 clusters Score -1188770 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1188848.500000 Penalty: 3050.031982
	Iteration 11Q: 3 clusters Score -1188848 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1188906.125000 Penalty: 3050.031982
	Iteration 12Q: 3 clusters Score -1188906 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1188955.500000 Penalty: 3050.031982
	Iteration 13Q: 3 clusters Score -1188956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1189001.250000 Penalty: 3050.031982
	Iteration 14Q: 3 clusters Score -1189001 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1189052.875000 Penalty: 3050.031982
	Iteration 15Q: 3 clusters Score -1189053 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1189121.375000 Penalty: 3050.031982
	Iteration 16Q: 3 clusters Score -1189121 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1189200.500000 Penalty: 3050.031982
	Iteration 17Q: 3 clusters Score -1189200 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1189298.625000 Penalty: 3050.031982
	Iteration 18Q: 3 clusters Score -1189299 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1189411.750000 Penalty: 3050.031982
	Iteration 19Q: 3 clusters Score -1189412 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1189533.375000 Penalty: 3050.031982
	Iteration 20F: 3 clusters Score -1189533 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1189677.000000 Penalty: 3050.031982
	Iteration 21Q: 3 clusters Score -1189677 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1189840.250000 Penalty: 3050.031982
	Iteration 22Q: 3 clusters Score -1189840 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1189999.625000 Penalty: 3050.031982
	Iteration 23Q: 3 clusters Score -1190000 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1190175.500000 Penalty: 3050.031982
	Iteration 24Q: 3 clusters Score -1190176 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1190323.875000 Penalty: 3050.031982
	Iteration 25Q: 3 clusters Score -1190324 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1190473.250000 Penalty: 3050.031982
	Iteration 26Q: 3 clusters Score -1190473 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1190603.500000 Penalty: 3050.031982
	Iteration 27Q: 3 clusters Score -1190604 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1190715.625000 Penalty: 3050.031982
	Iteration 28Q: 3 clusters Score -1190716 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1190802.125000 Penalty: 3050.031982
	Iteration 29Q: 3 clusters Score -1190802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1190868.125000 Penalty: 3050.031982
	Iteration 30Q: 3 clusters Score -1190868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1190911.500000 Penalty: 3050.031982
	Iteration 31Q: 3 clusters Score -1190912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1190943.500000 Penalty: 3050.031982
	Iteration 32Q: 3 clusters Score -1190944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1190963.000000 Penalty: 3050.031982
	Iteration 33Q: 3 clusters Score -1190963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1190980.750000 Penalty: 3050.031982
	Iteration 34Q: 3 clusters Score -1190981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1190989.000000 Penalty: 3050.031982
	Iteration 35Q: 3 clusters Score -1190989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1191000.000000 Penalty: 3050.031982
	Iteration 36Q: 3 clusters Score -1191000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1191010.750000 Penalty: 3050.031982
	Iteration 37Q: 3 clusters Score -1191011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1191020.625000 Penalty: 3050.031982
	Iteration 38Q: 3 clusters Score -1191021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1191024.000000 Penalty: 3050.031982
	Iteration 39Q: 3 clusters Score -1191024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1191027.750000 Penalty: 3050.031982
	Iteration 40F: 3 clusters Score -1191028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1191029.375000 Penalty: 3050.031982
	Iteration 41Q: 3 clusters Score -1191029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1191031.500000 Penalty: 3050.031982
	Iteration 42Q: 3 clusters Score -1191032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1191031.625000 Penalty: 3050.031982
	Iteration 43Q: 3 clusters Score -1191032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1191037.500000 Penalty: 3050.031982
	Iteration 44Q: 3 clusters Score -1191038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1191038.000000 Penalty: 3050.031982
	Iteration 45Q: 3 clusters Score -1191038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1191041.875000 Penalty: 3050.031982
	Iteration 46Q: 3 clusters Score -1191042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1191042.125000 Penalty: 3050.031982
	Iteration 47Q: 3 clusters Score -1191042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1191042.625000 Penalty: 3050.031982
	Iteration 48Q: 3 clusters Score -1191043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1191044.125000 Penalty: 3050.031982
	Iteration 49Q: 3 clusters Score -1191044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1191042.000000 Penalty: 3050.031982
	Iteration 50Q: 3 clusters Score -1191042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1191043.750000 Penalty: 3050.031982
	Iteration 51Q: 3 clusters Score -1191044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1191042.875000 Penalty: 3050.031982
	Iteration 52Q: 3 clusters Score -1191043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1191044.000000 Penalty: 3050.031982
	Iteration 53Q: 3 clusters Score -1191044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1191047.125000 Penalty: 3050.031982
	Iteration 54Q: 3 clusters Score -1191047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1191047.125000 Penalty: 3050.031982
	Iteration 55F: 3 clusters Score -1191047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 14456 members 
Mstep: Class 5 contains 15137 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 43746 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 9530 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 106667 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 122179 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 11905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408800.000000 Penalty: 53662.054688
Iteration 79Q: 26 clusters Score -5.24088e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 14611 members 
Mstep: Class 5 contains 15175 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 43931 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 9720 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 106736 members 
Mstep: Class 14 contains 11365 members 
Mstep: Class 15 contains 122508 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 26971 members 
Mstep: Class 18 contains 2629 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 18249 members 
Mstep: Class 21 contains 20208 members 
Mstep: Class 22 contains 11915 members 
Mstep: Class 23 contains 14884 members 
Mstep: Class 24 contains 784 members 
Mstep: Class 25 contains 21709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410356.000000 Penalty: 53662.054688
Iteration 80F: 26 clusters Score -5.241036e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 14109 members 
Mstep: Class 4 contains 14673 members 
Mstep: Class 5 contains 14977 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 43943 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 9753 members 
Mstep: Class 10 contains 3303 members 
Mstep: Class 11 contains 9367 members 
Mstep: Class 12 contains 5269 members 
Mstep: Class 13 contains 106633 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 122591 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 26952 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 5192 members 
Mstep: Class 20 contains 18318 members 
Mstep: Class 21 contains 20149 members 
Mstep: Class 22 contains 11913 members 
Mstep: Class 23 contains 15000 members 
Mstep: Class 24 contains 853 members 
Mstep: Class 25 contains 21775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411352.000000 Penalty: 53662.054688
Iteration 81Q: 26 clusters Score -5.241135e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 14717 members 
Mstep: Class 5 contains 14822 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 43953 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 9820 members 
Mstep: Class 10 contains 3312 members 
Mstep: Class 11 contains 9257 members 
Mstep: Class 12 contains 5299 members 
Mstep: Class 13 contains 106549 members 
Mstep: Class 14 contains 11263 members 
Mstep: Class 15 contains 122604 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 26927 members 
Mstep: Class 18 contains 2627 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 18367 members 
Mstep: Class 21 contains 20107 members 
Mstep: Class 22 contains 11908 members 
Mstep: Class 23 contains 15037 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 21805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411724.000000 Penalty: 53662.054688
Iteration 82Q: 26 clusters Score -5.241172e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 3 contains 14144 members 
Mstep: Class 4 contains 14750 members 
Mstep: Class 5 contains 14667 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 43967 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 9872 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 9171 members 
Mstep: Class 12 contains 5331 members 
Mstep: Class 13 contains 106487 members 
Mstep: Class 14 contains 11292 members 
Mstep: Class 15 contains 122603 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 26903 members 
Mstep: Class 18 contains 2625 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18409 members 
Mstep: Class 21 contains 20054 members 
Mstep: Class 22 contains 11899 members 
Mstep: Class 23 contains 15109 members 
Mstep: Class 24 contains 913 members 
Mstep: Class 25 contains 21812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412152.000000 Penalty: 53662.054688
Iteration 83Q: 26 clusters Score -5.241215e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 14161 members 
Mstep: Class 4 contains 14775 members 
Mstep: Class 5 contains 14530 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 43966 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 9902 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 9117 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 106451 members 
Mstep: Class 14 contains 11351 members 
Mstep: Class 15 contains 122581 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 26893 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 18440 members 
Mstep: Class 21 contains 20017 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 15160 members 
Mstep: Class 24 contains 936 members 
Mstep: Class 25 contains 21822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412364.000000 Penalty: 53662.054688
Iteration 84Q: 26 clusters Score -5.241236e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 14170 members 
Mstep: Class 4 contains 14792 members 
Mstep: Class 5 contains 14407 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 43979 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 9928 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 11 contains 9078 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 106408 members 
Mstep: Class 14 contains 11396 members 
Mstep: Class 15 contains 122565 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 26879 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 18457 members 
Mstep: Class 21 contains 19980 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 15202 members 
Mstep: Class 24 contains 956 members 
Mstep: Class 25 contains 21838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412496.000000 Penalty: 53662.054688
Iteration 85Q: 26 clusters Score -5.24125e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 14809 members 
Mstep: Class 5 contains 14308 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 43975 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 9949 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 9053 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 106366 members 
Mstep: Class 14 contains 11413 members 
Mstep: Class 15 contains 122548 members 
Mstep: Class 16 contains 1924 members 
Mstep: Class 17 contains 26865 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 18476 members 
Mstep: Class 21 contains 19950 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 15245 members 
Mstep: Class 24 contains 976 members 
Mstep: Class 25 contains 21850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412608.000000 Penalty: 53662.054688
Iteration 86Q: 26 clusters Score -5.241261e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 14201 members 
Mstep: Class 4 contains 14818 members 
Mstep: Class 5 contains 14219 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 43981 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 9965 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 106335 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 122537 members 
Mstep: Class 16 contains 1959 members 
Mstep: Class 17 contains 26853 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 18483 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 15280 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 21853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412744.000000 Penalty: 53662.054688
Iteration 87Q: 26 clusters Score -5.241274e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 14823 members 
Mstep: Class 5 contains 14156 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 43992 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 5471 members 
Mstep: Class 13 contains 106328 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 122523 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 26843 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 18488 members 
Mstep: Class 21 contains 19869 members 
Mstep: Class 22 contains 11881 members 
Mstep: Class 23 contains 15313 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 21851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412856.000000 Penalty: 53662.054688
Iteration 88Q: 26 clusters Score -5.241286e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 14239 members 
Mstep: Class 4 contains 14826 members 
Mstep: Class 5 contains 14094 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 44014 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 9991 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 9009 members 
Mstep: Class 12 contains 5475 members 
Mstep: Class 13 contains 106310 members 
Mstep: Class 14 contains 11502 members 
Mstep: Class 15 contains 122513 members 
Mstep: Class 16 contains 2011 members 
Mstep: Class 17 contains 26833 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 18493 members 
Mstep: Class 21 contains 19834 members 
Mstep: Class 22 contains 11881 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 978 members 
Mstep: Class 25 contains 21844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412932.000000 Penalty: 53662.054688
Iteration 89Q: 26 clusters Score -5.241293e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 4 contains 14833 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 44015 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 106297 members 
Mstep: Class 14 contains 11523 members 
Mstep: Class 15 contains 122517 members 
Mstep: Class 16 contains 2033 members 
Mstep: Class 17 contains 26821 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 5163 members 
Mstep: Class 20 contains 18496 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 11878 members 
Mstep: Class 23 contains 15387 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 21843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412876.000000 Penalty: 53662.054688
Iteration 90Q: 26 clusters Score -5.241288e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 4 contains 14839 members 
Mstep: Class 5 contains 13979 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 44015 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 10022 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 5481 members 
Mstep: Class 13 contains 106276 members 
Mstep: Class 14 contains 11540 members 
Mstep: Class 15 contains 122526 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 17 contains 26809 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 19775 members 
Mstep: Class 22 contains 11877 members 
Mstep: Class 23 contains 15398 members 
Mstep: Class 24 contains 988 members 
Mstep: Class 25 contains 21847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412860.000000 Penalty: 53662.054688
Iteration 91Q: 26 clusters Score -5.241286e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 14299 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 13934 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 44003 members 
Mstep: Class 8 contains 3917 members 
Mstep: Class 9 contains 10039 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 5484 members 
Mstep: Class 13 contains 106260 members 
Mstep: Class 14 contains 11556 members 
Mstep: Class 15 contains 122539 members 
Mstep: Class 16 contains 2059 members 
Mstep: Class 17 contains 26796 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 5163 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 11876 members 
Mstep: Class 23 contains 15397 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 21856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412828.000000 Penalty: 53662.054688
Iteration 92Q: 26 clusters Score -5.241283e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 14321 members 
Mstep: Class 4 contains 14844 members 
Mstep: Class 5 contains 13899 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 44006 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 10048 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 106249 members 
Mstep: Class 14 contains 11567 members 
Mstep: Class 15 contains 122548 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 26785 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 19731 members 
Mstep: Class 22 contains 11875 members 
Mstep: Class 23 contains 15400 members 
Mstep: Class 24 contains 999 members 
Mstep: Class 25 contains 21864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412904.000000 Penalty: 53662.054688
Iteration 93Q: 26 clusters Score -5.24129e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 1423 members 
Mstep: Class 3 contains 14340 members 
Mstep: Class 4 contains 14850 members 
Mstep: Class 5 contains 13864 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 44008 members 
Mstep: Class 8 contains 3910 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 8979 members 
Mstep: Class 12 contains 5489 members 
Mstep: Class 13 contains 106239 members 
Mstep: Class 14 contains 11570 members 
Mstep: Class 15 contains 122554 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 26777 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 18505 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 11874 members 
Mstep: Class 23 contains 15406 members 
Mstep: Class 24 contains 1003 members 
Mstep: Class 25 contains 21867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412892.000000 Penalty: 53662.054688
Iteration 94Q: 26 clusters Score -5.241289e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 14356 members 
Mstep: Class 4 contains 14853 members 
Mstep: Class 5 contains 13836 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 44008 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 8979 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 106229 members 
Mstep: Class 14 contains 11579 members 
Mstep: Class 15 contains 122558 members 
Mstep: Class 16 contains 2106 members 
Mstep: Class 17 contains 26770 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 18506 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 11871 members 
Mstep: Class 23 contains 15418 members 
Mstep: Class 24 contains 1004 members 
Mstep: Class 25 contains 21870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412760.000000 Penalty: 53662.054688
Iteration 95Q: 26 clusters Score -5.241276e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 13815 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 44005 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 10060 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 106223 members 
Mstep: Class 14 contains 11586 members 
Mstep: Class 15 contains 122567 members 
Mstep: Class 16 contains 2127 members 
Mstep: Class 17 contains 26765 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 18506 members 
Mstep: Class 21 contains 19645 members 
Mstep: Class 22 contains 11870 members 
Mstep: Class 23 contains 15418 members 
Mstep: Class 24 contains 1005 members 
Mstep: Class 25 contains 21868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412780.000000 Penalty: 53662.054688
Iteration 96Q: 26 clusters Score -5.241278e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 14858 members 
Mstep: Class 5 contains 13805 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 43999 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 10059 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 106218 members 
Mstep: Class 14 contains 11591 members 
Mstep: Class 15 contains 122575 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 26756 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 18505 members 
Mstep: Class 21 contains 19621 members 
Mstep: Class 22 contains 11870 members 
Mstep: Class 23 contains 15417 members 
Mstep: Class 24 contains 1005 members 
Mstep: Class 25 contains 21866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412876.000000 Penalty: 53662.054688
Iteration 97Q: 26 clusters Score -5.241288e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14409 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 13798 members 
Mstep: Class 6 contains 5936 members 
Mstep: Class 7 contains 43986 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 106219 members 
Mstep: Class 14 contains 11591 members 
Mstep: Class 15 contains 122584 members 
Mstep: Class 16 contains 2161 members 
Mstep: Class 17 contains 26745 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 18507 members 
Mstep: Class 21 contains 19592 members 
Mstep: Class 22 contains 11870 members 
Mstep: Class 23 contains 15410 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 21866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412880.000000 Penalty: 53662.054688
Iteration 98Q: 26 clusters Score -5.241288e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 14861 members 
Mstep: Class 5 contains 13791 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 43979 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 8977 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 106215 members 
Mstep: Class 14 contains 11587 members 
Mstep: Class 15 contains 122583 members 
Mstep: Class 16 contains 2182 members 
Mstep: Class 17 contains 26737 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 18509 members 
Mstep: Class 21 contains 19568 members 
Mstep: Class 22 contains 11870 members 
Mstep: Class 23 contains 15407 members 
Mstep: Class 24 contains 1007 members 
Mstep: Class 25 contains 21865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412860.000000 Penalty: 53662.054688
Iteration 99Q: 26 clusters Score -5.241286e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14438 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 5 contains 13784 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 43972 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 106213 members 
Mstep: Class 14 contains 11589 members 
Mstep: Class 15 contains 122583 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 26728 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 18510 members 
Mstep: Class 21 contains 19551 members 
Mstep: Class 22 contains 11869 members 
Mstep: Class 23 contains 15399 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 21868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413004.000000 Penalty: 53662.054688
Iteration 100F: 26 clusters Score -5.2413e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14451 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 13777 members 
Mstep: Class 6 contains 5938 members 
Mstep: Class 7 contains 43957 members 
Mstep: Class 8 contains 3896 members 
Mstep: Class 9 contains 10069 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 106213 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 15 contains 122576 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 26719 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 18510 members 
Mstep: Class 21 contains 19529 members 
Mstep: Class 22 contains 11869 members 
Mstep: Class 23 contains 15397 members 
Mstep: Class 24 contains 1050 members 
Mstep: Class 25 contains 21869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412996.000000 Penalty: 53662.054688
Iteration 101Q: 26 clusters Score -5.2413e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14457 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 13773 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 43947 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 10069 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 8973 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 106201 members 
Mstep: Class 14 contains 11544 members 
Mstep: Class 15 contains 122562 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 26712 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 18511 members 
Mstep: Class 21 contains 19508 members 
Mstep: Class 22 contains 11868 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 1075 members 
Mstep: Class 25 contains 21876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413096.000000 Penalty: 53662.054688
Iteration 102Q: 26 clusters Score -5.24131e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14461 members 
Mstep: Class 4 contains 14875 members 
Mstep: Class 5 contains 13768 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 43930 members 
Mstep: Class 8 contains 3889 members 
Mstep: Class 9 contains 10071 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 5504 members 
Mstep: Class 13 contains 106199 members 
Mstep: Class 14 contains 11529 members 
Mstep: Class 15 contains 122552 members 
Mstep: Class 16 contains 2342 members 
Mstep: Class 17 contains 26701 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 18512 members 
Mstep: Class 21 contains 19483 members 
Mstep: Class 22 contains 11868 members 
Mstep: Class 23 contains 15390 members 
Mstep: Class 24 contains 1090 members 
Mstep: Class 25 contains 21869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412984.000000 Penalty: 53662.054688
Iteration 103Q: 26 clusters Score -5.241298e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14468 members 
Mstep: Class 4 contains 14875 members 
Mstep: Class 5 contains 13759 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 43923 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 10071 members 
Mstep: Class 10 contains 3396 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 5513 members 
Mstep: Class 13 contains 106190 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 15 contains 122548 members 
Mstep: Class 16 contains 2392 members 
Mstep: Class 17 contains 26690 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 18514 members 
Mstep: Class 21 contains 19455 members 
Mstep: Class 22 contains 11867 members 
Mstep: Class 23 contains 15391 members 
Mstep: Class 24 contains 1106 members 
Mstep: Class 25 contains 21867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413036.000000 Penalty: 53662.054688
Iteration 104Q: 26 clusters Score -5.241304e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14480 members 
Mstep: Class 4 contains 14874 members 
Mstep: Class 5 contains 13753 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43923 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 10071 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 5528 members 
Mstep: Class 13 contains 106194 members 
Mstep: Class 14 contains 11500 members 
Mstep: Class 15 contains 122545 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 17 contains 26681 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 5159 members 
Mstep: Class 20 contains 18516 members 
Mstep: Class 21 contains 19415 members 
Mstep: Class 22 contains 11866 members 
Mstep: Class 23 contains 15389 members 
Mstep: Class 24 contains 1110 members 
Mstep: Class 25 contains 21860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413064.000000 Penalty: 53662.054688
Iteration 105Q: 26 clusters Score -5.241306e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14491 members 
Mstep: Class 4 contains 14870 members 
Mstep: Class 5 contains 13743 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43922 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 10071 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 8971 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 106194 members 
Mstep: Class 14 contains 11492 members 
Mstep: Class 15 contains 122537 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 26674 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 18518 members 
Mstep: Class 21 contains 19375 members 
Mstep: Class 22 contains 11864 members 
Mstep: Class 23 contains 15390 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 21859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413036.000000 Penalty: 53662.054688
Iteration 106Q: 26 clusters Score -5.241304e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14502 members 
Mstep: Class 4 contains 14868 members 
Mstep: Class 5 contains 13737 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43910 members 
Mstep: Class 8 contains 3881 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 8971 members 
Mstep: Class 12 contains 5541 members 
Mstep: Class 13 contains 106191 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 122529 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 26665 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 18518 members 
Mstep: Class 21 contains 19339 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 21857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413084.000000 Penalty: 53662.054688
Iteration 107Q: 26 clusters Score -5.241308e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 1421 members 
Mstep: Class 3 contains 14517 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 5 contains 13730 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43897 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 8969 members 
Mstep: Class 12 contains 5546 members 
Mstep: Class 13 contains 106187 members 
Mstep: Class 14 contains 11490 members 
Mstep: Class 15 contains 122511 members 
Mstep: Class 16 contains 2563 members 
Mstep: Class 17 contains 26654 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 18521 members 
Mstep: Class 21 contains 19310 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 21867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412960.000000 Penalty: 53662.054688
Iteration 108Q: 26 clusters Score -5.241296e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 3 contains 14532 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 5 contains 13726 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43876 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 5550 members 
Mstep: Class 13 contains 106205 members 
Mstep: Class 14 contains 11493 members 
Mstep: Class 15 contains 122497 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 26637 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 18522 members 
Mstep: Class 21 contains 19269 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15394 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 21872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413048.000000 Penalty: 53662.054688
Iteration 109Q: 26 clusters Score -5.241305e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 1419 members 
Mstep: Class 3 contains 14542 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 5 contains 13718 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43864 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 10073 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 5556 members 
Mstep: Class 13 contains 106204 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122477 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 26625 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5187 members 
Mstep: Class 20 contains 18524 members 
Mstep: Class 21 contains 19237 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15396 members 
Mstep: Class 24 contains 1113 members 
Mstep: Class 25 contains 21876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413048.000000 Penalty: 53662.054688
Iteration 110Q: 26 clusters Score -5.241305e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 1418 members 
Mstep: Class 3 contains 14568 members 
Mstep: Class 4 contains 14869 members 
Mstep: Class 5 contains 13716 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43855 members 
Mstep: Class 8 contains 3867 members 
Mstep: Class 9 contains 10074 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 5560 members 
Mstep: Class 13 contains 106198 members 
Mstep: Class 14 contains 11516 members 
Mstep: Class 15 contains 122464 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 26609 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 18524 members 
Mstep: Class 21 contains 19187 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15394 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 21882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413104.000000 Penalty: 53662.054688
Iteration 111Q: 26 clusters Score -5.24131e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 14595 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 13714 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43852 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 10076 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 5564 members 
Mstep: Class 13 contains 106205 members 
Mstep: Class 14 contains 11518 members 
Mstep: Class 15 contains 122452 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 26596 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5181 members 
Mstep: Class 20 contains 18523 members 
Mstep: Class 21 contains 19128 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15391 members 
Mstep: Class 24 contains 1113 members 
Mstep: Class 25 contains 21887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413080.000000 Penalty: 53662.054688
Iteration 112Q: 26 clusters Score -5.241308e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 14629 members 
Mstep: Class 4 contains 14872 members 
Mstep: Class 5 contains 13708 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43848 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 10077 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 5567 members 
Mstep: Class 13 contains 106209 members 
Mstep: Class 14 contains 11509 members 
Mstep: Class 15 contains 122444 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 17 contains 26579 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 18523 members 
Mstep: Class 21 contains 19073 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15394 members 
Mstep: Class 24 contains 1117 members 
Mstep: Class 25 contains 21891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413168.000000 Penalty: 53662.054688
Iteration 113Q: 26 clusters Score -5.241317e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 14664 members 
Mstep: Class 4 contains 14871 members 
Mstep: Class 5 contains 13699 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43833 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 10078 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 106214 members 
Mstep: Class 14 contains 11516 members 
Mstep: Class 15 contains 122443 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 26569 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 18519 members 
Mstep: Class 21 contains 19007 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15398 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 21898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413220.000000 Penalty: 53662.054688
Iteration 114Q: 26 clusters Score -5.241322e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 14709 members 
Mstep: Class 4 contains 14869 members 
Mstep: Class 5 contains 13690 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43816 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 106223 members 
Mstep: Class 14 contains 11517 members 
Mstep: Class 15 contains 122438 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 17 contains 26548 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 18520 members 
Mstep: Class 21 contains 18950 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15397 members 
Mstep: Class 24 contains 1113 members 
Mstep: Class 25 contains 21901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413144.000000 Penalty: 53662.054688
Iteration 115Q: 26 clusters Score -5.241314e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 4 contains 14864 members 
Mstep: Class 5 contains 13683 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43807 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 106226 members 
Mstep: Class 14 contains 11510 members 
Mstep: Class 15 contains 122438 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 26532 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 18519 members 
Mstep: Class 21 contains 18903 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15396 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 21909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413256.000000 Penalty: 53662.054688
Iteration 116Q: 26 clusters Score -5.241326e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 1415 members 
Mstep: Class 3 contains 14785 members 
Mstep: Class 4 contains 14860 members 
Mstep: Class 5 contains 13677 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43796 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 106226 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122435 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 26521 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 18518 members 
Mstep: Class 21 contains 18837 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15393 members 
Mstep: Class 24 contains 1117 members 
Mstep: Class 25 contains 21912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413284.000000 Penalty: 53662.054688
Iteration 117Q: 26 clusters Score -5.241328e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 3 contains 14835 members 
Mstep: Class 4 contains 14861 members 
Mstep: Class 5 contains 13672 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43789 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 10090 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 106232 members 
Mstep: Class 14 contains 11495 members 
Mstep: Class 15 contains 122427 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 26512 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18519 members 
Mstep: Class 21 contains 18768 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15392 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 21913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413324.000000 Penalty: 53662.054688
Iteration 118Q: 26 clusters Score -5.241332e+07 nChanged 237
Entering ConstructFrom: 
Score: -52413324.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (53955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Entering Unmasked Estep 
Score: -5355775.000000 Penalty: 1770.584595
	Iteration 0F: 2 clusters Score -5355775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -5319992.500000 Penalty: 3541.169189
	Iteration 0F: 3 clusters Score -5319992 nChanged 25370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5334263.500000 Penalty: 3541.169189
	Iteration 1F: 3 clusters Score -5334264 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5334894.500000 Penalty: 3541.169189
	Iteration 2Q: 3 clusters Score -5334894 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -5335678.500000 Penalty: 3541.169189
	Iteration 3Q: 3 clusters Score -5335678 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -5336750.500000 Penalty: 3541.169189
	Iteration 4Q: 3 clusters Score -5336750 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5338048.500000 Penalty: 3541.169189
	Iteration 5F: 3 clusters Score -5338048 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -5339421.500000 Penalty: 3541.169189
	Iteration 6F: 3 clusters Score -5339422 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5340812.500000 Penalty: 3541.169189
	Iteration 7F: 3 clusters Score -5340812 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -5342206.500000 Penalty: 3541.169189
	Iteration 8F: 3 clusters Score -5342206 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5343598.500000 Penalty: 3541.169189
	Iteration 9F: 3 clusters Score -5343598 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5345140.000000 Penalty: 3541.169189
	Iteration 10Q: 3 clusters Score -5345140 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5346865.500000 Penalty: 3541.169189
	Iteration 11Q: 3 clusters Score -5346866 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -5348673.500000 Penalty: 3541.169189
	Iteration 12Q: 3 clusters Score -5348674 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -5350379.000000 Penalty: 3541.169189
	Iteration 13Q: 3 clusters Score -5350379 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -5351951.500000 Penalty: 3541.169189
	Iteration 14Q: 3 clusters Score -5351952 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5353110.500000 Penalty: 3541.169189
	Iteration 15Q: 3 clusters Score -5353110 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -5353732.000000 Penalty: 3541.169189
	Iteration 16Q: 3 clusters Score -5353732 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -5354078.000000 Penalty: 3541.169189
	Iteration 17Q: 3 clusters Score -5354078 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -5354212.000000 Penalty: 3541.169189
	Iteration 18Q: 3 clusters Score -5354212 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5354287.000000 Penalty: 3541.169189
	Iteration 19Q: 3 clusters Score -5354287 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5354343.000000 Penalty: 3541.169189
	Iteration 20F: 3 clusters Score -5354343 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5354395.500000 Penalty: 3541.169189
	Iteration 21Q: 3 clusters Score -5354396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5354438.000000 Penalty: 3541.169189
	Iteration 22Q: 3 clusters Score -5354438 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5354432.500000 Penalty: 3541.169189
	Iteration 23Q: 3 clusters Score -5354432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5354450.000000 Penalty: 3541.169189
	Iteration 24Q: 3 clusters Score -5354450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5354469.000000 Penalty: 3541.169189
	Iteration 25Q: 3 clusters Score -5354469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5354490.500000 Penalty: 3541.169189
	Iteration 26Q: 3 clusters Score -5354490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5354518.000000 Penalty: 3541.169189
	Iteration 27Q: 3 clusters Score -5354518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5354531.000000 Penalty: 3541.169189
	Iteration 28Q: 3 clusters Score -5354531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5354535.000000 Penalty: 3541.169189
	Iteration 29Q: 3 clusters Score -5354535 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5354550.500000 Penalty: 3541.169189
	Iteration 30Q: 3 clusters Score -5354550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5354545.000000 Penalty: 3541.169189
	Iteration 31Q: 3 clusters Score -5354545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5354562.500000 Penalty: 3541.169189
	Iteration 32Q: 3 clusters Score -5354562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5354565.500000 Penalty: 3541.169189
	Iteration 33Q: 3 clusters Score -5354566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5354573.500000 Penalty: 3541.169189
	Iteration 34Q: 3 clusters Score -5354574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5354581.500000 Penalty: 3541.169189
	Iteration 35Q: 3 clusters Score -5354582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5354582.500000 Penalty: 3541.169189
	Iteration 36Q: 3 clusters Score -5354582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5354599.500000 Penalty: 3541.169189
	Iteration 37Q: 3 clusters Score -5354600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5354614.500000 Penalty: 3541.169189
	Iteration 38Q: 3 clusters Score -5354614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5354623.500000 Penalty: 3541.169189
	Iteration 39Q: 3 clusters Score -5354624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5354640.500000 Penalty: 3541.169189
	Iteration 40F: 3 clusters Score -5354640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5354657.500000 Penalty: 3541.169189
	Iteration 41Q: 3 clusters Score -5354658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5354653.000000 Penalty: 3541.169189
	Iteration 42Q: 3 clusters Score -5354653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5354662.000000 Penalty: 3541.169189
	Iteration 43Q: 3 clusters Score -5354662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5354667.000000 Penalty: 3541.169189
	Iteration 44Q: 3 clusters Score -5354667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5354673.000000 Penalty: 3541.169189
	Iteration 45Q: 3 clusters Score -5354673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -5354681.500000 Penalty: 3541.169189
	Iteration 46Q: 3 clusters Score -5354682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5354694.500000 Penalty: 3541.169189
	Iteration 47Q: 3 clusters Score -5354694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5354699.000000 Penalty: 3541.169189
	Iteration 48Q: 3 clusters Score -5354699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5354709.000000 Penalty: 3541.169189
	Iteration 49Q: 3 clusters Score -5354709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5354709.500000 Penalty: 3541.169189
	Iteration 50Q: 3 clusters Score -5354710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5354696.000000 Penalty: 3541.169189
	Iteration 51Q: 3 clusters Score -5354696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5354705.500000 Penalty: 3541.169189
	Iteration 52Q: 3 clusters Score -5354706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5354708.000000 Penalty: 3541.169189
	Iteration 53Q: 3 clusters Score -5354708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5354711.500000 Penalty: 3541.169189
	Iteration 54Q: 3 clusters Score -5354712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5354719.000000 Penalty: 3541.169189
	Iteration 55Q: 3 clusters Score -5354719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5354725.000000 Penalty: 3541.169189
	Iteration 56Q: 3 clusters Score -5354725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5354724.500000 Penalty: 3541.169189
	Iteration 57Q: 3 clusters Score -5354724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5354728.000000 Penalty: 3541.169189
	Iteration 58Q: 3 clusters Score -5354728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5354731.500000 Penalty: 3541.169189
	Iteration 59Q: 3 clusters Score -5354732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5354734.500000 Penalty: 3541.169189
	Iteration 60F: 3 clusters Score -5354734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5354730.000000 Penalty: 3541.169189
	Iteration 61Q: 3 clusters Score -5354730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5354737.000000 Penalty: 3541.169189
	Iteration 62Q: 3 clusters Score -5354737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5354745.000000 Penalty: 3541.169189
	Iteration 63Q: 3 clusters Score -5354745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5354755.000000 Penalty: 3541.169189
	Iteration 64Q: 3 clusters Score -5354755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5354762.500000 Penalty: 3541.169189
	Iteration 65Q: 3 clusters Score -5354762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5354756.000000 Penalty: 3541.169189
	Iteration 66Q: 3 clusters Score -5354756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5354762.500000 Penalty: 3541.169189
	Iteration 67Q: 3 clusters Score -5354762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5354776.500000 Penalty: 3541.169189
	Iteration 68Q: 3 clusters Score -5354776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5354772.500000 Penalty: 3541.169189
	Iteration 69Q: 3 clusters Score -5354772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5354762.000000 Penalty: 3541.169189
	Iteration 70Q: 3 clusters Score -5354762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5354774.000000 Penalty: 3541.169189
	Iteration 71Q: 3 clusters Score -5354774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5354782.500000 Penalty: 3541.169189
	Iteration 72Q: 3 clusters Score -5354782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5354783.500000 Penalty: 3541.169189
	Iteration 73Q: 3 clusters Score -5354784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5354790.500000 Penalty: 3541.169189
	Iteration 74Q: 3 clusters Score -5354790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5354791.500000 Penalty: 3541.169189
	Iteration 75Q: 3 clusters Score -5354792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5354790.500000 Penalty: 3541.169189
	Iteration 76Q: 3 clusters Score -5354790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5354791.000000 Penalty: 3541.169189
	Iteration 77Q: 3 clusters Score -5354791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5354783.500000 Penalty: 3541.169189
	Iteration 78Q: 3 clusters Score -5354784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5354782.500000 Penalty: 3541.169189
	Iteration 79Q: 3 clusters Score -5354782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5354784.000000 Penalty: 3541.169189
	Iteration 80F: 3 clusters Score -5354784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5354791.000000 Penalty: 3541.169189
	Iteration 81Q: 3 clusters Score -5354791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5354789.000000 Penalty: 3541.169189
	Iteration 82Q: 3 clusters Score -5354789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5354795.500000 Penalty: 3541.169189
	Iteration 83Q: 3 clusters Score -5354796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5354795.500000 Penalty: 3541.169189
	Iteration 84Q: 3 clusters Score -5354796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5354798.000000 Penalty: 3541.169189
	Iteration 85Q: 3 clusters Score -5354798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5354799.500000 Penalty: 3541.169189
	Iteration 86Q: 3 clusters Score -5354800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5354799.500000 Penalty: 3541.169189
	Iteration 87F: 3 clusters Score -5354800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -128914.960938 Penalty: 1178.688965
	Iteration 0F: 2 clusters Score -128915 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 705 members 
Entering Unmasked Estep 
Score: -127267.664062 Penalty: 2357.377930
	Iteration 0F: 3 clusters Score -127267.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -127802.656250 Penalty: 2357.377930
	Iteration 1F: 3 clusters Score -127802.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -128093.687500 Penalty: 2357.377930
	Iteration 2F: 3 clusters Score -128093.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -128293.617188 Penalty: 2357.377930
	Iteration 3F: 3 clusters Score -128293.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -128444.492188 Penalty: 2357.377930
	Iteration 4F: 3 clusters Score -128444.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -128546.687500 Penalty: 2357.377930
	Iteration 5F: 3 clusters Score -128546.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -128616.437500 Penalty: 2357.377930
	Iteration 6Q: 3 clusters Score -128616.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -128683.835938 Penalty: 2357.377930
	Iteration 7Q: 3 clusters Score -128683.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -128738.507812 Penalty: 2357.377930
	Iteration 8Q: 3 clusters Score -128738.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -128775.554688 Penalty: 2357.377930
	Iteration 9Q: 3 clusters Score -128775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -128789.132812 Penalty: 2357.377930
	Iteration 10Q: 3 clusters Score -128789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -128802.054688 Penalty: 2357.377930
	Iteration 11Q: 3 clusters Score -128802.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -128807.085938 Penalty: 2357.377930
	Iteration 12Q: 3 clusters Score -128807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -128809.210938 Penalty: 2357.377930
	Iteration 13Q: 3 clusters Score -128809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -128813.609375 Penalty: 2357.377930
	Iteration 14Q: 3 clusters Score -128813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -128813.609375 Penalty: 2357.377930
	Iteration 15F: 3 clusters Score -128813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Entering Unmasked Estep 
Score: -1462368.375000 Penalty: 1561.394165
	Iteration 0F: 2 clusters Score -1462368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1452198.375000 Penalty: 3122.788330
	Iteration 0F: 3 clusters Score -1452198 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1455659.250000 Penalty: 3122.788330
	Iteration 1F: 3 clusters Score -1455659 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1455968.500000 Penalty: 3122.788330
	Iteration 2F: 3 clusters Score -1455968 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1456207.750000 Penalty: 3122.788330
	Iteration 3Q: 3 clusters Score -1456208 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1456408.500000 Penalty: 3122.788330
	Iteration 4Q: 3 clusters Score -1456408 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1456635.250000 Penalty: 3122.788330
	Iteration 5Q: 3 clusters Score -1456635 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1456954.125000 Penalty: 3122.788330
	Iteration 6Q: 3 clusters Score -1456954 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1457382.375000 Penalty: 3122.788330
	Iteration 7Q: 3 clusters Score -1457382 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1457788.625000 Penalty: 3122.788330
	Iteration 8F: 3 clusters Score -1457789 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1458261.750000 Penalty: 3122.788330
	Iteration 9F: 3 clusters Score -1458262 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1458769.375000 Penalty: 3122.788330
	Iteration 10F: 3 clusters Score -1458769 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1459298.375000 Penalty: 3122.788330
	Iteration 11Q: 3 clusters Score -1459298 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1459906.125000 Penalty: 3122.788330
	Iteration 12F: 3 clusters Score -1459906 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1460451.875000 Penalty: 3122.788330
	Iteration 13Q: 3 clusters Score -1460452 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1460873.875000 Penalty: 3122.788330
	Iteration 14Q: 3 clusters Score -1460874 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1461129.875000 Penalty: 3122.788330
	Iteration 15Q: 3 clusters Score -1461130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1461254.875000 Penalty: 3122.788330
	Iteration 16Q: 3 clusters Score -1461255 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1461334.125000 Penalty: 3122.788330
	Iteration 17Q: 3 clusters Score -1461334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1461370.750000 Penalty: 3122.788330
	Iteration 18Q: 3 clusters Score -1461371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1461399.875000 Penalty: 3122.788330
	Iteration 19Q: 3 clusters Score -1461400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1461426.000000 Penalty: 3122.788330
	Iteration 20F: 3 clusters Score -1461426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1461439.000000 Penalty: 3122.788330
	Iteration 21Q: 3 clusters Score -1461439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1461454.250000 Penalty: 3122.788330
	Iteration 22Q: 3 clusters Score -1461454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1461468.250000 Penalty: 3122.788330
	Iteration 23Q: 3 clusters Score -1461468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1461472.625000 Penalty: 3122.788330
	Iteration 24Q: 3 clusters Score -1461473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1461472.750000 Penalty: 3122.788330
	Iteration 25Q: 3 clusters Score -1461473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1461475.250000 Penalty: 3122.788330
	Iteration 26Q: 3 clusters Score -1461475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1461482.625000 Penalty: 3122.788330
	Iteration 27Q: 3 clusters Score -1461483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1461484.250000 Penalty: 3122.788330
	Iteration 28Q: 3 clusters Score -1461484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1461491.250000 Penalty: 3122.788330
	Iteration 29Q: 3 clusters Score -1461491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1461497.625000 Penalty: 3122.788330
	Iteration 30Q: 3 clusters Score -1461498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1461510.875000 Penalty: 3122.788330
	Iteration 31Q: 3 clusters Score -1461511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1461520.000000 Penalty: 3122.788330
	Iteration 32Q: 3 clusters Score -1461520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1461529.500000 Penalty: 3122.788330
	Iteration 33Q: 3 clusters Score -1461530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1461534.000000 Penalty: 3122.788330
	Iteration 34Q: 3 clusters Score -1461534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1461541.750000 Penalty: 3122.788330
	Iteration 35Q: 3 clusters Score -1461542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1461547.750000 Penalty: 3122.788330
	Iteration 36Q: 3 clusters Score -1461548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1461548.250000 Penalty: 3122.788330
	Iteration 37Q: 3 clusters Score -1461548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1461554.750000 Penalty: 3122.788330
	Iteration 38Q: 3 clusters Score -1461555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1461561.625000 Penalty: 3122.788330
	Iteration 39Q: 3 clusters Score -1461562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1461566.250000 Penalty: 3122.788330
	Iteration 40F: 3 clusters Score -1461566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1461568.750000 Penalty: 3122.788330
	Iteration 41Q: 3 clusters Score -1461569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1461577.125000 Penalty: 3122.788330
	Iteration 42Q: 3 clusters Score -1461577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1461579.750000 Penalty: 3122.788330
	Iteration 43Q: 3 clusters Score -1461580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1461581.750000 Penalty: 3122.788330
	Iteration 44Q: 3 clusters Score -1461582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1461586.250000 Penalty: 3122.788330
	Iteration 45Q: 3 clusters Score -1461586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1461588.500000 Penalty: 3122.788330
	Iteration 46Q: 3 clusters Score -1461588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1461588.500000 Penalty: 3122.788330
	Iteration 47F: 3 clusters Score -1461588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Entering Unmasked Estep 
Score: -1468867.625000 Penalty: 1561.033691
	Iteration 0F: 2 clusters Score -1468868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1458643.875000 Penalty: 3122.067383
	Iteration 0F: 3 clusters Score -1458644 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1461981.750000 Penalty: 3122.067383
	Iteration 1F: 3 clusters Score -1461982 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1462322.500000 Penalty: 3122.067383
	Iteration 2F: 3 clusters Score -1462322 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1462687.625000 Penalty: 3122.067383
	Iteration 3F: 3 clusters Score -1462688 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1463133.500000 Penalty: 3122.067383
	Iteration 4F: 3 clusters Score -1463134 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1463706.875000 Penalty: 3122.067383
	Iteration 5F: 3 clusters Score -1463707 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1464477.375000 Penalty: 3122.067383
	Iteration 6F: 3 clusters Score -1464477 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1465280.750000 Penalty: 3122.067383
	Iteration 7F: 3 clusters Score -1465281 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1465993.625000 Penalty: 3122.067383
	Iteration 8F: 3 clusters Score -1465994 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1466529.000000 Penalty: 3122.067383
	Iteration 9Q: 3 clusters Score -1466529 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1466880.875000 Penalty: 3122.067383
	Iteration 10Q: 3 clusters Score -1466881 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1467098.250000 Penalty: 3122.067383
	Iteration 11Q: 3 clusters Score -1467098 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1467259.500000 Penalty: 3122.067383
	Iteration 12Q: 3 clusters Score -1467260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1467385.250000 Penalty: 3122.067383
	Iteration 13Q: 3 clusters Score -1467385 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1467511.250000 Penalty: 3122.067383
	Iteration 14Q: 3 clusters Score -1467511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1467585.875000 Penalty: 3122.067383
	Iteration 15Q: 3 clusters Score -1467586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1467643.875000 Penalty: 3122.067383
	Iteration 16Q: 3 clusters Score -1467644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1467672.000000 Penalty: 3122.067383
	Iteration 17Q: 3 clusters Score -1467672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1467694.500000 Penalty: 3122.067383
	Iteration 18Q: 3 clusters Score -1467694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1467704.375000 Penalty: 3122.067383
	Iteration 19Q: 3 clusters Score -1467704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1467706.875000 Penalty: 3122.067383
	Iteration 20F: 3 clusters Score -1467707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1467714.000000 Penalty: 3122.067383
	Iteration 21Q: 3 clusters Score -1467714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1467716.250000 Penalty: 3122.067383
	Iteration 22Q: 3 clusters Score -1467716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1467715.250000 Penalty: 3122.067383
	Iteration 23Q: 3 clusters Score -1467715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1467715.000000 Penalty: 3122.067383
	Iteration 24Q: 3 clusters Score -1467715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1467716.375000 Penalty: 3122.067383
	Iteration 25Q: 3 clusters Score -1467716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1467715.500000 Penalty: 3122.067383
	Iteration 26Q: 3 clusters Score -1467716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1467718.000000 Penalty: 3122.067383
	Iteration 27Q: 3 clusters Score -1467718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1467718.375000 Penalty: 3122.067383
	Iteration 28Q: 3 clusters Score -1467718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1467718.375000 Penalty: 3122.067383
	Iteration 29F: 3 clusters Score -1467718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Entering Unmasked Estep 
Score: -1341819.500000 Penalty: 1547.433228
	Iteration 0F: 2 clusters Score -1341820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1332268.750000 Penalty: 3094.866455
	Iteration 0F: 3 clusters Score -1332269 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1335590.375000 Penalty: 3094.866455
	Iteration 1F: 3 clusters Score -1335590 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1335885.500000 Penalty: 3094.866455
	Iteration 2F: 3 clusters Score -1335886 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1336155.000000 Penalty: 3094.866455
	Iteration 3Q: 3 clusters Score -1336155 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1336406.250000 Penalty: 3094.866455
	Iteration 4Q: 3 clusters Score -1336406 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1336666.375000 Penalty: 3094.866455
	Iteration 5Q: 3 clusters Score -1336666 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1336917.500000 Penalty: 3094.866455
	Iteration 6Q: 3 clusters Score -1336918 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1337197.750000 Penalty: 3094.866455
	Iteration 7Q: 3 clusters Score -1337198 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1337525.500000 Penalty: 3094.866455
	Iteration 8Q: 3 clusters Score -1337526 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1337955.625000 Penalty: 3094.866455
	Iteration 9Q: 3 clusters Score -1337956 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1338451.000000 Penalty: 3094.866455
	Iteration 10F: 3 clusters Score -1338451 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1338990.125000 Penalty: 3094.866455
	Iteration 11F: 3 clusters Score -1338990 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1339493.750000 Penalty: 3094.866455
	Iteration 12F: 3 clusters Score -1339494 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1339887.625000 Penalty: 3094.866455
	Iteration 13Q: 3 clusters Score -1339888 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1340156.125000 Penalty: 3094.866455
	Iteration 14Q: 3 clusters Score -1340156 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1340367.500000 Penalty: 3094.866455
	Iteration 15Q: 3 clusters Score -1340368 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1340495.875000 Penalty: 3094.866455
	Iteration 16Q: 3 clusters Score -1340496 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1340581.375000 Penalty: 3094.866455
	Iteration 17Q: 3 clusters Score -1340581 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1340652.750000 Penalty: 3094.866455
	Iteration 18Q: 3 clusters Score -1340653 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1340692.125000 Penalty: 3094.866455
	Iteration 19Q: 3 clusters Score -1340692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1340728.750000 Penalty: 3094.866455
	Iteration 20F: 3 clusters Score -1340729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1340749.125000 Penalty: 3094.866455
	Iteration 21Q: 3 clusters Score -1340749 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1340768.125000 Penalty: 3094.866455
	Iteration 22Q: 3 clusters Score -1340768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1340781.125000 Penalty: 3094.866455
	Iteration 23Q: 3 clusters Score -1340781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1340795.500000 Penalty: 3094.866455
	Iteration 24Q: 3 clusters Score -1340796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1340803.750000 Penalty: 3094.866455
	Iteration 25Q: 3 clusters Score -1340804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1340810.000000 Penalty: 3094.866455
	Iteration 26Q: 3 clusters Score -1340810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1340819.750000 Penalty: 3094.866455
	Iteration 27Q: 3 clusters Score -1340820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1340820.375000 Penalty: 3094.866455
	Iteration 28Q: 3 clusters Score -1340820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1340824.500000 Penalty: 3094.866455
	Iteration 29Q: 3 clusters Score -1340824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1340823.250000 Penalty: 3094.866455
	Iteration 30Q: 3 clusters Score -1340823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1340827.375000 Penalty: 3094.866455
	Iteration 31Q: 3 clusters Score -1340827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1340829.625000 Penalty: 3094.866455
	Iteration 32Q: 3 clusters Score -1340830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1340832.875000 Penalty: 3094.866455
	Iteration 33Q: 3 clusters Score -1340833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1340830.125000 Penalty: 3094.866455
	Iteration 34Q: 3 clusters Score -1340830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1340836.750000 Penalty: 3094.866455
	Iteration 35Q: 3 clusters Score -1340837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1340841.625000 Penalty: 3094.866455
	Iteration 36Q: 3 clusters Score -1340842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1340845.875000 Penalty: 3094.866455
	Iteration 37Q: 3 clusters Score -1340846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1340849.125000 Penalty: 3094.866455
	Iteration 38Q: 3 clusters Score -1340849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1340849.625000 Penalty: 3094.866455
	Iteration 39Q: 3 clusters Score -1340850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1340849.250000 Penalty: 3094.866455
	Iteration 40F: 3 clusters Score -1340849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1340850.250000 Penalty: 3094.866455
	Iteration 41Q: 3 clusters Score -1340850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1340849.125000 Penalty: 3094.866455
	Iteration 42Q: 3 clusters Score -1340849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1340850.500000 Penalty: 3094.866455
	Iteration 43Q: 3 clusters Score -1340850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1340853.875000 Penalty: 3094.866455
	Iteration 44Q: 3 clusters Score -1340854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1340853.500000 Penalty: 3094.866455
	Iteration 45Q: 3 clusters Score -1340854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1340854.500000 Penalty: 3094.866455
	Iteration 46Q: 3 clusters Score -1340854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1340855.250000 Penalty: 3094.866455
	Iteration 47Q: 3 clusters Score -1340855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1340856.125000 Penalty: 3094.866455
	Iteration 48Q: 3 clusters Score -1340856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1340855.000000 Penalty: 3094.866455
	Iteration 49Q: 3 clusters Score -1340855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1340855.000000 Penalty: 3094.866455
	Iteration 50Q: 3 clusters Score -1340855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1340856.375000 Penalty: 3094.866455
	Iteration 51Q: 3 clusters Score -1340856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1340857.250000 Penalty: 3094.866455
	Iteration 52Q: 3 clusters Score -1340857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1340857.750000 Penalty: 3094.866455
	Iteration 53Q: 3 clusters Score -1340858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1340860.625000 Penalty: 3094.866455
	Iteration 54Q: 3 clusters Score -1340861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1340859.875000 Penalty: 3094.866455
	Iteration 55Q: 3 clusters Score -1340860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1340861.000000 Penalty: 3094.866455
	Iteration 56Q: 3 clusters Score -1340861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1340861.375000 Penalty: 3094.866455
	Iteration 57Q: 3 clusters Score -1340861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1340861.375000 Penalty: 3094.866455
	Iteration 58F: 3 clusters Score -1340861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -593834.812500 Penalty: 1412.147461
	Iteration 0F: 2 clusters Score -593834.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -589252.000000 Penalty: 2824.294922
	Iteration 0F: 3 clusters Score -589252 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -590580.562500 Penalty: 2824.294922
	Iteration 1F: 3 clusters Score -590580.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -590891.937500 Penalty: 2824.294922
	Iteration 2F: 3 clusters Score -590891.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -591220.187500 Penalty: 2824.294922
	Iteration 3F: 3 clusters Score -591220.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -591516.000000 Penalty: 2824.294922
	Iteration 4F: 3 clusters Score -591516 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -591779.312500 Penalty: 2824.294922
	Iteration 5F: 3 clusters Score -591779.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -591994.750000 Penalty: 2824.294922
	Iteration 6F: 3 clusters Score -591994.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -592194.250000 Penalty: 2824.294922
	Iteration 7F: 3 clusters Score -592194.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -592377.250000 Penalty: 2824.294922
	Iteration 8Q: 3 clusters Score -592377.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -592525.562500 Penalty: 2824.294922
	Iteration 9Q: 3 clusters Score -592525.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -592632.187500 Penalty: 2824.294922
	Iteration 10Q: 3 clusters Score -592632.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -592748.937500 Penalty: 2824.294922
	Iteration 11Q: 3 clusters Score -592748.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -592868.562500 Penalty: 2824.294922
	Iteration 12Q: 3 clusters Score -592868.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -592964.187500 Penalty: 2824.294922
	Iteration 13Q: 3 clusters Score -592964.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -593046.687500 Penalty: 2824.294922
	Iteration 14Q: 3 clusters Score -593046.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -593101.437500 Penalty: 2824.294922
	Iteration 15Q: 3 clusters Score -593101.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -593145.562500 Penalty: 2824.294922
	Iteration 16Q: 3 clusters Score -593145.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -593184.187500 Penalty: 2824.294922
	Iteration 17Q: 3 clusters Score -593184.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -593211.562500 Penalty: 2824.294922
	Iteration 18Q: 3 clusters Score -593211.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -593234.750000 Penalty: 2824.294922
	Iteration 19Q: 3 clusters Score -593234.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -593258.937500 Penalty: 2824.294922
	Iteration 20F: 3 clusters Score -593258.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -593285.687500 Penalty: 2824.294922
	Iteration 21Q: 3 clusters Score -593285.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -593303.125000 Penalty: 2824.294922
	Iteration 22Q: 3 clusters Score -593303.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -593309.187500 Penalty: 2824.294922
	Iteration 23Q: 3 clusters Score -593309.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -593316.125000 Penalty: 2824.294922
	Iteration 24Q: 3 clusters Score -593316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -593317.875000 Penalty: 2824.294922
	Iteration 25Q: 3 clusters Score -593317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -593321.437500 Penalty: 2824.294922
	Iteration 26Q: 3 clusters Score -593321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -593326.750000 Penalty: 2824.294922
	Iteration 27Q: 3 clusters Score -593326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -593333.812500 Penalty: 2824.294922
	Iteration 28Q: 3 clusters Score -593333.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -593343.125000 Penalty: 2824.294922
	Iteration 29Q: 3 clusters Score -593343.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -593347.625000 Penalty: 2824.294922
	Iteration 30Q: 3 clusters Score -593347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -593350.437500 Penalty: 2824.294922
	Iteration 31Q: 3 clusters Score -593350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -593350.875000 Penalty: 2824.294922
	Iteration 32Q: 3 clusters Score -593350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -593353.375000 Penalty: 2824.294922
	Iteration 33Q: 3 clusters Score -593353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -593355.125000 Penalty: 2824.294922
	Iteration 34Q: 3 clusters Score -593355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -593356.625000 Penalty: 2824.294922
	Iteration 35Q: 3 clusters Score -593356.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -593359.187500 Penalty: 2824.294922
	Iteration 36Q: 3 clusters Score -593359.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -593358.937500 Penalty: 2824.294922
	Iteration 37Q: 3 clusters Score -593358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -593360.937500 Penalty: 2824.294922
	Iteration 38Q: 3 clusters Score -593360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -593361.625000 Penalty: 2824.294922
	Iteration 39Q: 3 clusters Score -593361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -593361.375000 Penalty: 2824.294922
	Iteration 40F: 3 clusters Score -593361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -593362.187500 Penalty: 2824.294922
	Iteration 41Q: 3 clusters Score -593362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -593362.187500 Penalty: 2824.294922
	Iteration 42F: 3 clusters Score -593362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Entering Unmasked Estep 
Score: -4359485.000000 Penalty: 1736.641479
	Iteration 0F: 2 clusters Score -4359485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4330140.500000 Penalty: 3473.282959
	Iteration 0F: 3 clusters Score -4330140 nChanged 20424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4342302.000000 Penalty: 3473.282959
	Iteration 1F: 3 clusters Score -4342302 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4343015.500000 Penalty: 3473.282959
	Iteration 2Q: 3 clusters Score -4343016 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4343862.500000 Penalty: 3473.282959
	Iteration 3Q: 3 clusters Score -4343862 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4344968.000000 Penalty: 3473.282959
	Iteration 4Q: 3 clusters Score -4344968 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4346446.000000 Penalty: 3473.282959
	Iteration 5F: 3 clusters Score -4346446 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4348187.500000 Penalty: 3473.282959
	Iteration 6F: 3 clusters Score -4348188 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4349839.000000 Penalty: 3473.282959
	Iteration 7F: 3 clusters Score -4349839 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4351053.000000 Penalty: 3473.282959
	Iteration 8F: 3 clusters Score -4351053 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4351853.500000 Penalty: 3473.282959
	Iteration 9Q: 3 clusters Score -4351854 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4352320.000000 Penalty: 3473.282959
	Iteration 10Q: 3 clusters Score -4352320 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4352598.000000 Penalty: 3473.282959
	Iteration 11Q: 3 clusters Score -4352598 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -4352826.500000 Penalty: 3473.282959
	Iteration 12Q: 3 clusters Score -4352826 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4352973.000000 Penalty: 3473.282959
	Iteration 13Q: 3 clusters Score -4352973 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -4353147.500000 Penalty: 3473.282959
	Iteration 14Q: 3 clusters Score -4353148 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -4353279.500000 Penalty: 3473.282959
	Iteration 15Q: 3 clusters Score -4353280 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4353425.000000 Penalty: 3473.282959
	Iteration 16Q: 3 clusters Score -4353425 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4353594.500000 Penalty: 3473.282959
	Iteration 17Q: 3 clusters Score -4353594 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4353800.000000 Penalty: 3473.282959
	Iteration 18Q: 3 clusters Score -4353800 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4353989.500000 Penalty: 3473.282959
	Iteration 19Q: 3 clusters Score -4353990 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -4354155.500000 Penalty: 3473.282959
	Iteration 20F: 3 clusters Score -4354156 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -4354360.000000 Penalty: 3473.282959
	Iteration 21Q: 3 clusters Score -4354360 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -4354614.000000 Penalty: 3473.282959
	Iteration 22Q: 3 clusters Score -4354614 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4354911.500000 Penalty: 3473.282959
	Iteration 23Q: 3 clusters Score -4354912 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -4355192.500000 Penalty: 3473.282959
	Iteration 24Q: 3 clusters Score -4355192 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4355440.500000 Penalty: 3473.282959
	Iteration 25Q: 3 clusters Score -4355440 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -4355672.000000 Penalty: 3473.282959
	Iteration 26Q: 3 clusters Score -4355672 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4355943.000000 Penalty: 3473.282959
	Iteration 27Q: 3 clusters Score -4355943 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4356182.500000 Penalty: 3473.282959
	Iteration 28Q: 3 clusters Score -4356182 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4356403.500000 Penalty: 3473.282959
	Iteration 29Q: 3 clusters Score -4356404 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4356645.500000 Penalty: 3473.282959
	Iteration 30Q: 3 clusters Score -4356646 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4356844.000000 Penalty: 3473.282959
	Iteration 31Q: 3 clusters Score -4356844 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4357028.500000 Penalty: 3473.282959
	Iteration 32Q: 3 clusters Score -4357028 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4357190.500000 Penalty: 3473.282959
	Iteration 33Q: 3 clusters Score -4357190 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4357315.000000 Penalty: 3473.282959
	Iteration 34Q: 3 clusters Score -4357315 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4357430.000000 Penalty: 3473.282959
	Iteration 35Q: 3 clusters Score -4357430 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4357533.000000 Penalty: 3473.282959
	Iteration 36Q: 3 clusters Score -4357533 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4357605.500000 Penalty: 3473.282959
	Iteration 37Q: 3 clusters Score -4357606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4357666.000000 Penalty: 3473.282959
	Iteration 38Q: 3 clusters Score -4357666 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4357714.000000 Penalty: 3473.282959
	Iteration 39Q: 3 clusters Score -4357714 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4357767.000000 Penalty: 3473.282959
	Iteration 40F: 3 clusters Score -4357767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4357805.500000 Penalty: 3473.282959
	Iteration 41Q: 3 clusters Score -4357806 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4357862.000000 Penalty: 3473.282959
	Iteration 42Q: 3 clusters Score -4357862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4357888.500000 Penalty: 3473.282959
	Iteration 43Q: 3 clusters Score -4357888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4357917.000000 Penalty: 3473.282959
	Iteration 44Q: 3 clusters Score -4357917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4357934.500000 Penalty: 3473.282959
	Iteration 45Q: 3 clusters Score -4357934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4357952.000000 Penalty: 3473.282959
	Iteration 46Q: 3 clusters Score -4357952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4357959.500000 Penalty: 3473.282959
	Iteration 47Q: 3 clusters Score -4357960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4357962.000000 Penalty: 3473.282959
	Iteration 48Q: 3 clusters Score -4357962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4357976.500000 Penalty: 3473.282959
	Iteration 49Q: 3 clusters Score -4357976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4357988.500000 Penalty: 3473.282959
	Iteration 50Q: 3 clusters Score -4357988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4357998.500000 Penalty: 3473.282959
	Iteration 51Q: 3 clusters Score -4357998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4358007.000000 Penalty: 3473.282959
	Iteration 52Q: 3 clusters Score -4358007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4358022.000000 Penalty: 3473.282959
	Iteration 53Q: 3 clusters Score -4358022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4358033.500000 Penalty: 3473.282959
	Iteration 54Q: 3 clusters Score -4358034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4358039.000000 Penalty: 3473.282959
	Iteration 55Q: 3 clusters Score -4358039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4358042.000000 Penalty: 3473.282959
	Iteration 56Q: 3 clusters Score -4358042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4358046.500000 Penalty: 3473.282959
	Iteration 57Q: 3 clusters Score -4358046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4358054.500000 Penalty: 3473.282959
	Iteration 58Q: 3 clusters Score -4358054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4358055.500000 Penalty: 3473.282959
	Iteration 59Q: 3 clusters Score -4358056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4358058.000000 Penalty: 3473.282959
	Iteration 60F: 3 clusters Score -4358058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4358061.000000 Penalty: 3473.282959
	Iteration 61Q: 3 clusters Score -4358061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4358060.000000 Penalty: 3473.282959
	Iteration 62Q: 3 clusters Score -4358060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4358055.500000 Penalty: 3473.282959
	Iteration 63Q: 3 clusters Score -4358056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4358065.500000 Penalty: 3473.282959
	Iteration 64Q: 3 clusters Score -4358066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4358068.500000 Penalty: 3473.282959
	Iteration 65Q: 3 clusters Score -4358068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4358078.000000 Penalty: 3473.282959
	Iteration 66Q: 3 clusters Score -4358078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4358078.000000 Penalty: 3473.282959
	Iteration 67Q: 3 clusters Score -4358078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4358083.000000 Penalty: 3473.282959
	Iteration 68Q: 3 clusters Score -4358083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4358084.000000 Penalty: 3473.282959
	Iteration 69Q: 3 clusters Score -4358084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4358084.500000 Penalty: 3473.282959
	Iteration 70Q: 3 clusters Score -4358084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4358085.000000 Penalty: 3473.282959
	Iteration 71Q: 3 clusters Score -4358085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4358087.000000 Penalty: 3473.282959
	Iteration 72Q: 3 clusters Score -4358087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4358084.500000 Penalty: 3473.282959
	Iteration 73Q: 3 clusters Score -4358084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4358087.500000 Penalty: 3473.282959
	Iteration 74Q: 3 clusters Score -4358088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4358086.000000 Penalty: 3473.282959
	Iteration 75Q: 3 clusters Score -4358086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4358086.000000 Penalty: 3473.282959
	Iteration 76F: 3 clusters Score -4358086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -368539.781250 Penalty: 1341.614380
	Iteration 0F: 2 clusters Score -368539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -365306.875000 Penalty: 2683.228760
	Iteration 0F: 3 clusters Score -365306.9 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -366185.375000 Penalty: 2683.228760
	Iteration 1F: 3 clusters Score -366185.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -366361.375000 Penalty: 2683.228760
	Iteration 2F: 3 clusters Score -366361.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -366499.500000 Penalty: 2683.228760
	Iteration 3F: 3 clusters Score -366499.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -366625.875000 Penalty: 2683.228760
	Iteration 4Q: 3 clusters Score -366625.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -366753.218750 Penalty: 2683.228760
	Iteration 5Q: 3 clusters Score -366753.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -366880.843750 Penalty: 2683.228760
	Iteration 6Q: 3 clusters Score -366880.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -367031.062500 Penalty: 2683.228760
	Iteration 7Q: 3 clusters Score -367031.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -367176.906250 Penalty: 2683.228760
	Iteration 8Q: 3 clusters Score -367176.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -367340.906250 Penalty: 2683.228760
	Iteration 9Q: 3 clusters Score -367340.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -367506.500000 Penalty: 2683.228760
	Iteration 10Q: 3 clusters Score -367506.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -367647.906250 Penalty: 2683.228760
	Iteration 11Q: 3 clusters Score -367647.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -367765.531250 Penalty: 2683.228760
	Iteration 12Q: 3 clusters Score -367765.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -367868.062500 Penalty: 2683.228760
	Iteration 13Q: 3 clusters Score -367868.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -368044.031250 Penalty: 2683.228760
	Iteration 14Q: 3 clusters Score -368044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -368306.031250 Penalty: 2683.228760
	Iteration 15Q: 3 clusters Score -368306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -368500.343750 Penalty: 2683.228760
	Iteration 16Q: 3 clusters Score -368500.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -368602.875000 Penalty: 2683.228760
	Iteration 17Q: 3 clusters Score -368602.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -368649.593750 Penalty: 2683.228760
	Iteration 18Q: 3 clusters Score -368649.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -368664.156250 Penalty: 2683.228760
	Iteration 19Q: 3 clusters Score -368664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -368669.906250 Penalty: 2683.228760
	Iteration 20F: 3 clusters Score -368669.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -368676.875000 Penalty: 2683.228760
	Iteration 21Q: 3 clusters Score -368676.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -368682.812500 Penalty: 2683.228760
	Iteration 22Q: 3 clusters Score -368682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -368687.031250 Penalty: 2683.228760
	Iteration 23Q: 3 clusters Score -368687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -368693.843750 Penalty: 2683.228760
	Iteration 24Q: 3 clusters Score -368693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -368703.406250 Penalty: 2683.228760
	Iteration 25Q: 3 clusters Score -368703.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -368718.406250 Penalty: 2683.228760
	Iteration 26Q: 3 clusters Score -368718.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -368736.906250 Penalty: 2683.228760
	Iteration 27Q: 3 clusters Score -368736.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -368749.937500 Penalty: 2683.228760
	Iteration 28Q: 3 clusters Score -368749.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -368760.312500 Penalty: 2683.228760
	Iteration 29Q: 3 clusters Score -368760.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -368782.625000 Penalty: 2683.228760
	Iteration 30Q: 3 clusters Score -368782.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -368810.812500 Penalty: 2683.228760
	Iteration 31Q: 3 clusters Score -368810.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -368834.375000 Penalty: 2683.228760
	Iteration 32Q: 3 clusters Score -368834.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -368859.531250 Penalty: 2683.228760
	Iteration 33Q: 3 clusters Score -368859.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -368884.375000 Penalty: 2683.228760
	Iteration 34Q: 3 clusters Score -368884.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -368921.125000 Penalty: 2683.228760
	Iteration 35Q: 3 clusters Score -368921.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -368942.500000 Penalty: 2683.228760
	Iteration 36Q: 3 clusters Score -368942.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -368954.406250 Penalty: 2683.228760
	Iteration 37Q: 3 clusters Score -368954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -368959.531250 Penalty: 2683.228760
	Iteration 38Q: 3 clusters Score -368959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -368961.250000 Penalty: 2683.228760
	Iteration 39Q: 3 clusters Score -368961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -368964.281250 Penalty: 2683.228760
	Iteration 40F: 3 clusters Score -368964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -368968.437500 Penalty: 2683.228760
	Iteration 41Q: 3 clusters Score -368968.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -368973.593750 Penalty: 2683.228760
	Iteration 42Q: 3 clusters Score -368973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -368977.062500 Penalty: 2683.228760
	Iteration 43Q: 3 clusters Score -368977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -368977.531250 Penalty: 2683.228760
	Iteration 44Q: 3 clusters Score -368977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -368978.937500 Penalty: 2683.228760
	Iteration 45Q: 3 clusters Score -368978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -368978.937500 Penalty: 2683.228760
	Iteration 46F: 3 clusters Score -368978.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 13666 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 106231 members 
Mstep: Class 14 contains 11491 members 
Mstep: Class 15 contains 122423 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 26502 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18516 members 
Mstep: Class 21 contains 18689 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15391 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 21911 members 
Mstep: Class 26 contains 2979 members 
Entering Unmasked Estep 
Score: -52412916.000000 Penalty: 55808.535156
Splitting cluster 8 changes total score from -52413324.000000 to -52412916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Entering Unmasked Estep 
Score: -997343.687500 Penalty: 1498.200562
	Iteration 0F: 2 clusters Score -997343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -990085.125000 Penalty: 2996.401123
	Iteration 0F: 3 clusters Score -990085.1 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -992525.000000 Penalty: 2996.401123
	Iteration 1F: 3 clusters Score -992525 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -992739.750000 Penalty: 2996.401123
	Iteration 2F: 3 clusters Score -992739.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -992936.250000 Penalty: 2996.401123
	Iteration 3F: 3 clusters Score -992936.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -993096.562500 Penalty: 2996.401123
	Iteration 4Q: 3 clusters Score -993096.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -993232.125000 Penalty: 2996.401123
	Iteration 5Q: 3 clusters Score -993232.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -993368.312500 Penalty: 2996.401123
	Iteration 6Q: 3 clusters Score -993368.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -993510.250000 Penalty: 2996.401123
	Iteration 7Q: 3 clusters Score -993510.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -993671.937500 Penalty: 2996.401123
	Iteration 8Q: 3 clusters Score -993671.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -993883.812500 Penalty: 2996.401123
	Iteration 9Q: 3 clusters Score -993883.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -994130.812500 Penalty: 2996.401123
	Iteration 10Q: 3 clusters Score -994130.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -994428.937500 Penalty: 2996.401123
	Iteration 11Q: 3 clusters Score -994428.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -994740.062500 Penalty: 2996.401123
	Iteration 12Q: 3 clusters Score -994740.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -995051.125000 Penalty: 2996.401123
	Iteration 13Q: 3 clusters Score -995051.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -995313.687500 Penalty: 2996.401123
	Iteration 14Q: 3 clusters Score -995313.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -995537.812500 Penalty: 2996.401123
	Iteration 15Q: 3 clusters Score -995537.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -995701.875000 Penalty: 2996.401123
	Iteration 16Q: 3 clusters Score -995701.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -995842.937500 Penalty: 2996.401123
	Iteration 17Q: 3 clusters Score -995842.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -995936.312500 Penalty: 2996.401123
	Iteration 18Q: 3 clusters Score -995936.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -995985.687500 Penalty: 2996.401123
	Iteration 19Q: 3 clusters Score -995985.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -996019.812500 Penalty: 2996.401123
	Iteration 20F: 3 clusters Score -996019.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -996045.062500 Penalty: 2996.401123
	Iteration 21Q: 3 clusters Score -996045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -996062.062500 Penalty: 2996.401123
	Iteration 22Q: 3 clusters Score -996062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -996078.125000 Penalty: 2996.401123
	Iteration 23Q: 3 clusters Score -996078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -996089.750000 Penalty: 2996.401123
	Iteration 24Q: 3 clusters Score -996089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -996095.312500 Penalty: 2996.401123
	Iteration 25Q: 3 clusters Score -996095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -996097.375000 Penalty: 2996.401123
	Iteration 26Q: 3 clusters Score -996097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -996100.312500 Penalty: 2996.401123
	Iteration 27Q: 3 clusters Score -996100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -996102.687500 Penalty: 2996.401123
	Iteration 28Q: 3 clusters Score -996102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -996105.125000 Penalty: 2996.401123
	Iteration 29Q: 3 clusters Score -996105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -996107.937500 Penalty: 2996.401123
	Iteration 30Q: 3 clusters Score -996107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -996111.375000 Penalty: 2996.401123
	Iteration 31Q: 3 clusters Score -996111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -996114.250000 Penalty: 2996.401123
	Iteration 32Q: 3 clusters Score -996114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -996116.375000 Penalty: 2996.401123
	Iteration 33Q: 3 clusters Score -996116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -996122.312500 Penalty: 2996.401123
	Iteration 34Q: 3 clusters Score -996122.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -996128.437500 Penalty: 2996.401123
	Iteration 35Q: 3 clusters Score -996128.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -996135.062500 Penalty: 2996.401123
	Iteration 36Q: 3 clusters Score -996135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -996139.750000 Penalty: 2996.401123
	Iteration 37Q: 3 clusters Score -996139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -996141.750000 Penalty: 2996.401123
	Iteration 38Q: 3 clusters Score -996141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -996141.437500 Penalty: 2996.401123
	Iteration 39Q: 3 clusters Score -996141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -996144.687500 Penalty: 2996.401123
	Iteration 40F: 3 clusters Score -996144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -996145.000000 Penalty: 2996.401123
	Iteration 41Q: 3 clusters Score -996145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -996147.250000 Penalty: 2996.401123
	Iteration 42Q: 3 clusters Score -996147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -996148.187500 Penalty: 2996.401123
	Iteration 43Q: 3 clusters Score -996148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -996149.937500 Penalty: 2996.401123
	Iteration 44Q: 3 clusters Score -996149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -996150.875000 Penalty: 2996.401123
	Iteration 45Q: 3 clusters Score -996150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -996151.812500 Penalty: 2996.401123
	Iteration 46Q: 3 clusters Score -996151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -996151.812500 Penalty: 2996.401123
	Iteration 47F: 3 clusters Score -996151.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -324209.187500 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -324209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -321249.187500 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -321249.2 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -321987.156250 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -321987.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -322145.593750 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -322145.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -322240.281250 Penalty: 2643.987793
	Iteration 3F: 3 clusters Score -322240.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -322308.312500 Penalty: 2643.987793
	Iteration 4Q: 3 clusters Score -322308.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -322377.093750 Penalty: 2643.987793
	Iteration 5Q: 3 clusters Score -322377.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -322463.406250 Penalty: 2643.987793
	Iteration 6Q: 3 clusters Score -322463.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -322544.468750 Penalty: 2643.987793
	Iteration 7Q: 3 clusters Score -322544.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -322618.843750 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -322618.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -322684.843750 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -322684.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -322754.656250 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -322754.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -322812.406250 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -322812.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -322856.031250 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -322856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -322887.593750 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -322887.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -322922.093750 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -322922.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -322953.843750 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -322953.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -322977.062500 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -322977.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -322993.375000 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -322993.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -323011.218750 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -323011.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -323035.375000 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -323035.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -323056.531250 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -323056.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -323073.875000 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -323073.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -323087.906250 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -323087.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -323096.843750 Penalty: 2643.987793
	Iteration 23Q: 3 clusters Score -323096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -323102.875000 Penalty: 2643.987793
	Iteration 24Q: 3 clusters Score -323102.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -323109.468750 Penalty: 2643.987793
	Iteration 25Q: 3 clusters Score -323109.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -323112.312500 Penalty: 2643.987793
	Iteration 26Q: 3 clusters Score -323112.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -323114.218750 Penalty: 2643.987793
	Iteration 27Q: 3 clusters Score -323114.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -323116.625000 Penalty: 2643.987793
	Iteration 28Q: 3 clusters Score -323116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -323120.843750 Penalty: 2643.987793
	Iteration 29Q: 3 clusters Score -323120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -323122.937500 Penalty: 2643.987793
	Iteration 30Q: 3 clusters Score -323122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -323123.218750 Penalty: 2643.987793
	Iteration 31Q: 3 clusters Score -323123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -323123.562500 Penalty: 2643.987793
	Iteration 32Q: 3 clusters Score -323123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -323124.406250 Penalty: 2643.987793
	Iteration 33Q: 3 clusters Score -323124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -323124.437500 Penalty: 2643.987793
	Iteration 34Q: 3 clusters Score -323124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -323124.625000 Penalty: 2643.987793
	Iteration 35Q: 3 clusters Score -323124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -323125.468750 Penalty: 2643.987793
	Iteration 36Q: 3 clusters Score -323125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -323126.062500 Penalty: 2643.987793
	Iteration 37Q: 3 clusters Score -323126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -323127.312500 Penalty: 2643.987793
	Iteration 38Q: 3 clusters Score -323127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -323129.562500 Penalty: 2643.987793
	Iteration 39Q: 3 clusters Score -323129.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -323130.687500 Penalty: 2643.987793
	Iteration 40F: 3 clusters Score -323130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -323131.843750 Penalty: 2643.987793
	Iteration 41Q: 3 clusters Score -323131.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -323132.625000 Penalty: 2643.987793
	Iteration 42Q: 3 clusters Score -323132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -323132.687500 Penalty: 2643.987793
	Iteration 43Q: 3 clusters Score -323132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -323133.843750 Penalty: 2643.987793
	Iteration 44Q: 3 clusters Score -323133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -323133.843750 Penalty: 2643.987793
	Iteration 45F: 3 clusters Score -323133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Entering Unmasked Estep 
Score: -885963.375000 Penalty: 1478.871704
	Iteration 0F: 2 clusters Score -885963.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -879400.062500 Penalty: 2957.743408
	Iteration 0F: 3 clusters Score -879400.1 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -881362.125000 Penalty: 2957.743408
	Iteration 1F: 3 clusters Score -881362.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -881601.750000 Penalty: 2957.743408
	Iteration 2F: 3 clusters Score -881601.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -881767.750000 Penalty: 2957.743408
	Iteration 3F: 3 clusters Score -881767.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -881884.125000 Penalty: 2957.743408
	Iteration 4Q: 3 clusters Score -881884.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -881990.875000 Penalty: 2957.743408
	Iteration 5Q: 3 clusters Score -881990.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -882076.875000 Penalty: 2957.743408
	Iteration 6Q: 3 clusters Score -882076.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -882158.500000 Penalty: 2957.743408
	Iteration 7Q: 3 clusters Score -882158.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -882223.125000 Penalty: 2957.743408
	Iteration 8Q: 3 clusters Score -882223.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -882284.062500 Penalty: 2957.743408
	Iteration 9Q: 3 clusters Score -882284.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -882342.687500 Penalty: 2957.743408
	Iteration 10Q: 3 clusters Score -882342.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -882400.625000 Penalty: 2957.743408
	Iteration 11Q: 3 clusters Score -882400.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -882468.250000 Penalty: 2957.743408
	Iteration 12Q: 3 clusters Score -882468.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -882539.437500 Penalty: 2957.743408
	Iteration 13Q: 3 clusters Score -882539.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -882609.750000 Penalty: 2957.743408
	Iteration 14Q: 3 clusters Score -882609.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -882682.375000 Penalty: 2957.743408
	Iteration 15Q: 3 clusters Score -882682.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -882749.000000 Penalty: 2957.743408
	Iteration 16Q: 3 clusters Score -882749 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -882822.562500 Penalty: 2957.743408
	Iteration 17Q: 3 clusters Score -882822.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -882914.187500 Penalty: 2957.743408
	Iteration 18Q: 3 clusters Score -882914.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -883027.937500 Penalty: 2957.743408
	Iteration 19Q: 3 clusters Score -883027.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -883154.187500 Penalty: 2957.743408
	Iteration 20F: 3 clusters Score -883154.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -883311.125000 Penalty: 2957.743408
	Iteration 21Q: 3 clusters Score -883311.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -883489.625000 Penalty: 2957.743408
	Iteration 22Q: 3 clusters Score -883489.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -883702.250000 Penalty: 2957.743408
	Iteration 23Q: 3 clusters Score -883702.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -883920.250000 Penalty: 2957.743408
	Iteration 24Q: 3 clusters Score -883920.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -884102.062500 Penalty: 2957.743408
	Iteration 25Q: 3 clusters Score -884102.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -884240.000000 Penalty: 2957.743408
	Iteration 26Q: 3 clusters Score -884240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -884361.000000 Penalty: 2957.743408
	Iteration 27Q: 3 clusters Score -884361 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -884478.187500 Penalty: 2957.743408
	Iteration 28Q: 3 clusters Score -884478.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -884546.687500 Penalty: 2957.743408
	Iteration 29Q: 3 clusters Score -884546.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -884596.625000 Penalty: 2957.743408
	Iteration 30Q: 3 clusters Score -884596.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -884630.625000 Penalty: 2957.743408
	Iteration 31Q: 3 clusters Score -884630.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -884668.312500 Penalty: 2957.743408
	Iteration 32Q: 3 clusters Score -884668.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -884693.687500 Penalty: 2957.743408
	Iteration 33Q: 3 clusters Score -884693.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -884707.687500 Penalty: 2957.743408
	Iteration 34Q: 3 clusters Score -884707.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -884715.500000 Penalty: 2957.743408
	Iteration 35Q: 3 clusters Score -884715.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -884722.375000 Penalty: 2957.743408
	Iteration 36Q: 3 clusters Score -884722.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -884730.562500 Penalty: 2957.743408
	Iteration 37Q: 3 clusters Score -884730.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -884736.000000 Penalty: 2957.743408
	Iteration 38Q: 3 clusters Score -884736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -884742.812500 Penalty: 2957.743408
	Iteration 39Q: 3 clusters Score -884742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -884750.875000 Penalty: 2957.743408
	Iteration 40F: 3 clusters Score -884750.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -884755.750000 Penalty: 2957.743408
	Iteration 41Q: 3 clusters Score -884755.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -884762.375000 Penalty: 2957.743408
	Iteration 42Q: 3 clusters Score -884762.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -884768.562500 Penalty: 2957.743408
	Iteration 43Q: 3 clusters Score -884768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -884775.125000 Penalty: 2957.743408
	Iteration 44Q: 3 clusters Score -884775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -884778.375000 Penalty: 2957.743408
	Iteration 45Q: 3 clusters Score -884778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -884783.437500 Penalty: 2957.743408
	Iteration 46Q: 3 clusters Score -884783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -884784.937500 Penalty: 2957.743408
	Iteration 47Q: 3 clusters Score -884784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -884785.375000 Penalty: 2957.743408
	Iteration 48Q: 3 clusters Score -884785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -884786.187500 Penalty: 2957.743408
	Iteration 49Q: 3 clusters Score -884786.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -884786.187500 Penalty: 2957.743408
	Iteration 50F: 3 clusters Score -884786.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -531054.875000 Penalty: 1401.791138
	Iteration 0F: 2 clusters Score -531054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -526713.875000 Penalty: 2803.582275
	Iteration 0F: 3 clusters Score -526713.9 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -528321.562500 Penalty: 2803.582275
	Iteration 1F: 3 clusters Score -528321.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -528961.062500 Penalty: 2803.582275
	Iteration 2F: 3 clusters Score -528961.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -529519.937500 Penalty: 2803.582275
	Iteration 3F: 3 clusters Score -529519.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -529895.812500 Penalty: 2803.582275
	Iteration 4F: 3 clusters Score -529895.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -530116.312500 Penalty: 2803.582275
	Iteration 5Q: 3 clusters Score -530116.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -530257.750000 Penalty: 2803.582275
	Iteration 6Q: 3 clusters Score -530257.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -530328.750000 Penalty: 2803.582275
	Iteration 7Q: 3 clusters Score -530328.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -530375.500000 Penalty: 2803.582275
	Iteration 8Q: 3 clusters Score -530375.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -530403.937500 Penalty: 2803.582275
	Iteration 9Q: 3 clusters Score -530403.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -530423.437500 Penalty: 2803.582275
	Iteration 10Q: 3 clusters Score -530423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -530434.312500 Penalty: 2803.582275
	Iteration 11Q: 3 clusters Score -530434.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -530440.875000 Penalty: 2803.582275
	Iteration 12Q: 3 clusters Score -530440.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -530447.562500 Penalty: 2803.582275
	Iteration 13Q: 3 clusters Score -530447.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -530454.812500 Penalty: 2803.582275
	Iteration 14Q: 3 clusters Score -530454.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -530464.812500 Penalty: 2803.582275
	Iteration 15Q: 3 clusters Score -530464.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -530472.937500 Penalty: 2803.582275
	Iteration 16Q: 3 clusters Score -530472.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -530478.000000 Penalty: 2803.582275
	Iteration 17Q: 3 clusters Score -530478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -530481.812500 Penalty: 2803.582275
	Iteration 18Q: 3 clusters Score -530481.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -530483.875000 Penalty: 2803.582275
	Iteration 19Q: 3 clusters Score -530483.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -530487.812500 Penalty: 2803.582275
	Iteration 20F: 3 clusters Score -530487.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -530491.750000 Penalty: 2803.582275
	Iteration 21Q: 3 clusters Score -530491.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -530494.625000 Penalty: 2803.582275
	Iteration 22Q: 3 clusters Score -530494.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -530498.562500 Penalty: 2803.582275
	Iteration 23Q: 3 clusters Score -530498.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -530498.875000 Penalty: 2803.582275
	Iteration 24Q: 3 clusters Score -530498.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -530501.375000 Penalty: 2803.582275
	Iteration 25Q: 3 clusters Score -530501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -530503.250000 Penalty: 2803.582275
	Iteration 26Q: 3 clusters Score -530503.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -530504.625000 Penalty: 2803.582275
	Iteration 27Q: 3 clusters Score -530504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -530505.500000 Penalty: 2803.582275
	Iteration 28Q: 3 clusters Score -530505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -530505.562500 Penalty: 2803.582275
	Iteration 29Q: 3 clusters Score -530505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -530506.125000 Penalty: 2803.582275
	Iteration 30Q: 3 clusters Score -530506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -530507.125000 Penalty: 2803.582275
	Iteration 31Q: 3 clusters Score -530507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -530507.250000 Penalty: 2803.582275
	Iteration 32Q: 3 clusters Score -530507.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -530509.375000 Penalty: 2803.582275
	Iteration 33Q: 3 clusters Score -530509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -530510.187500 Penalty: 2803.582275
	Iteration 34Q: 3 clusters Score -530510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530510.500000 Penalty: 2803.582275
	Iteration 35Q: 3 clusters Score -530510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530511.750000 Penalty: 2803.582275
	Iteration 36Q: 3 clusters Score -530511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530511.562500 Penalty: 2803.582275
	Iteration 37Q: 3 clusters Score -530511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -530513.187500 Penalty: 2803.582275
	Iteration 38Q: 3 clusters Score -530513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -530512.187500 Penalty: 2803.582275
	Iteration 39Q: 3 clusters Score -530512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -530512.937500 Penalty: 2803.582275
	Iteration 40F: 3 clusters Score -530512.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Entering Unmasked Estep 
Score: -10536085.000000 Penalty: 1880.672729
	Iteration 0F: 2 clusters Score -1.053608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -10465279.000000 Penalty: 3761.345459
	Iteration 0F: 3 clusters Score -1.046528e+07 nChanged 50842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -10494750.000000 Penalty: 3761.345459
	Iteration 1F: 3 clusters Score -1.049475e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -10495676.000000 Penalty: 3761.345459
	Iteration 2Q: 3 clusters Score -1.049568e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -10496798.000000 Penalty: 3761.345459
	Iteration 3Q: 3 clusters Score -1.04968e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -10498237.000000 Penalty: 3761.345459
	Iteration 4Q: 3 clusters Score -1.049824e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -10500820.000000 Penalty: 3761.345459
	Iteration 5Q: 3 clusters Score -1.050082e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -10505082.000000 Penalty: 3761.345459
	Iteration 6F: 3 clusters Score -1.050508e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -10512007.000000 Penalty: 3761.345459
	Iteration 7F: 3 clusters Score -1.051201e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -10520668.000000 Penalty: 3761.345459
	Iteration 8F: 3 clusters Score -1.052067e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -10527837.000000 Penalty: 3761.345459
	Iteration 9F: 3 clusters Score -1.052784e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -10531787.000000 Penalty: 3761.345459
	Iteration 10Q: 3 clusters Score -1.053179e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104817 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10533443.000000 Penalty: 3761.345459
	Iteration 11Q: 3 clusters Score -1.053344e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10534116.000000 Penalty: 3761.345459
	Iteration 12Q: 3 clusters Score -1.053412e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10534418.000000 Penalty: 3761.345459
	Iteration 13Q: 3 clusters Score -1.053442e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10534538.000000 Penalty: 3761.345459
	Iteration 14Q: 3 clusters Score -1.053454e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10534600.000000 Penalty: 3761.345459
	Iteration 15Q: 3 clusters Score -1.05346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105937 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10534635.000000 Penalty: 3761.345459
	Iteration 16Q: 3 clusters Score -1.053464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10534655.000000 Penalty: 3761.345459
	Iteration 17Q: 3 clusters Score -1.053466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10534677.000000 Penalty: 3761.345459
	Iteration 18Q: 3 clusters Score -1.053468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10534690.000000 Penalty: 3761.345459
	Iteration 19Q: 3 clusters Score -1.053469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105985 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10534717.000000 Penalty: 3761.345459
	Iteration 20F: 3 clusters Score -1.053472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10534745.000000 Penalty: 3761.345459
	Iteration 21Q: 3 clusters Score -1.053474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10534769.000000 Penalty: 3761.345459
	Iteration 22Q: 3 clusters Score -1.053477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10534777.000000 Penalty: 3761.345459
	Iteration 23Q: 3 clusters Score -1.053478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10534794.000000 Penalty: 3761.345459
	Iteration 24Q: 3 clusters Score -1.053479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10534808.000000 Penalty: 3761.345459
	Iteration 25Q: 3 clusters Score -1.053481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10534829.000000 Penalty: 3761.345459
	Iteration 26Q: 3 clusters Score -1.053483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10534843.000000 Penalty: 3761.345459
	Iteration 27Q: 3 clusters Score -1.053484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10534849.000000 Penalty: 3761.345459
	Iteration 28Q: 3 clusters Score -1.053485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10534856.000000 Penalty: 3761.345459
	Iteration 29Q: 3 clusters Score -1.053486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10534858.000000 Penalty: 3761.345459
	Iteration 30Q: 3 clusters Score -1.053486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10534867.000000 Penalty: 3761.345459
	Iteration 31Q: 3 clusters Score -1.053487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10534878.000000 Penalty: 3761.345459
	Iteration 32Q: 3 clusters Score -1.053488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10534884.000000 Penalty: 3761.345459
	Iteration 33Q: 3 clusters Score -1.053488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10534885.000000 Penalty: 3761.345459
	Iteration 34Q: 3 clusters Score -1.053488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10534885.000000 Penalty: 3761.345459
	Iteration 35F: 3 clusters Score -1.053488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Entering Unmasked Estep 
Score: -1029231.062500 Penalty: 1519.264404
	Iteration 0F: 2 clusters Score -1029231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1021083.937500 Penalty: 3038.528809
	Iteration 0F: 3 clusters Score -1021084 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1023780.812500 Penalty: 3038.528809
	Iteration 1F: 3 clusters Score -1023781 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1024159.687500 Penalty: 3038.528809
	Iteration 2F: 3 clusters Score -1024160 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1024592.250000 Penalty: 3038.528809
	Iteration 3F: 3 clusters Score -1024592 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1025061.187500 Penalty: 3038.528809
	Iteration 4F: 3 clusters Score -1025061 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1025525.062500 Penalty: 3038.528809
	Iteration 5F: 3 clusters Score -1025525 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1026011.625000 Penalty: 3038.528809
	Iteration 6F: 3 clusters Score -1026012 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1026550.687500 Penalty: 3038.528809
	Iteration 7F: 3 clusters Score -1026551 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1027064.937500 Penalty: 3038.528809
	Iteration 8F: 3 clusters Score -1027065 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1027488.500000 Penalty: 3038.528809
	Iteration 9Q: 3 clusters Score -1027488 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1027767.125000 Penalty: 3038.528809
	Iteration 10Q: 3 clusters Score -1027767 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1027981.812500 Penalty: 3038.528809
	Iteration 11Q: 3 clusters Score -1027982 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1028131.875000 Penalty: 3038.528809
	Iteration 12Q: 3 clusters Score -1028132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1028220.125000 Penalty: 3038.528809
	Iteration 13Q: 3 clusters Score -1028220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1028280.687500 Penalty: 3038.528809
	Iteration 14Q: 3 clusters Score -1028281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1028325.062500 Penalty: 3038.528809
	Iteration 15Q: 3 clusters Score -1028325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1028347.687500 Penalty: 3038.528809
	Iteration 16Q: 3 clusters Score -1028348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1028364.187500 Penalty: 3038.528809
	Iteration 17Q: 3 clusters Score -1028364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1028378.375000 Penalty: 3038.528809
	Iteration 18Q: 3 clusters Score -1028378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1028385.250000 Penalty: 3038.528809
	Iteration 19Q: 3 clusters Score -1028385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1028402.062500 Penalty: 3038.528809
	Iteration 20F: 3 clusters Score -1028402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1028414.750000 Penalty: 3038.528809
	Iteration 21Q: 3 clusters Score -1028415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1028419.437500 Penalty: 3038.528809
	Iteration 22Q: 3 clusters Score -1028419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1028425.375000 Penalty: 3038.528809
	Iteration 23Q: 3 clusters Score -1028425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1028428.687500 Penalty: 3038.528809
	Iteration 24Q: 3 clusters Score -1028429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1028434.812500 Penalty: 3038.528809
	Iteration 25Q: 3 clusters Score -1028435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1028439.625000 Penalty: 3038.528809
	Iteration 26Q: 3 clusters Score -1028440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1028448.062500 Penalty: 3038.528809
	Iteration 27Q: 3 clusters Score -1028448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1028452.500000 Penalty: 3038.528809
	Iteration 28Q: 3 clusters Score -1028452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1028454.187500 Penalty: 3038.528809
	Iteration 29Q: 3 clusters Score -1028454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1028456.937500 Penalty: 3038.528809
	Iteration 30Q: 3 clusters Score -1028457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1028467.375000 Penalty: 3038.528809
	Iteration 31Q: 3 clusters Score -1028467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1028473.687500 Penalty: 3038.528809
	Iteration 32Q: 3 clusters Score -1028474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1028474.375000 Penalty: 3038.528809
	Iteration 33Q: 3 clusters Score -1028474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1028479.812500 Penalty: 3038.528809
	Iteration 34Q: 3 clusters Score -1028480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1028480.125000 Penalty: 3038.528809
	Iteration 35Q: 3 clusters Score -1028480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1028482.250000 Penalty: 3038.528809
	Iteration 36Q: 3 clusters Score -1028482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1028482.687500 Penalty: 3038.528809
	Iteration 37Q: 3 clusters Score -1028483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1028483.125000 Penalty: 3038.528809
	Iteration 38Q: 3 clusters Score -1028483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1028483.125000 Penalty: 3038.528809
	Iteration 39F: 3 clusters Score -1028483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Entering Unmasked Estep 
Score: -12136276.000000 Penalty: 1903.726074
	Iteration 0F: 2 clusters Score -1.213628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -12055422.000000 Penalty: 3807.452148
	Iteration 0F: 3 clusters Score -1.205542e+07 nChanged 58886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -12089423.000000 Penalty: 3807.452148
	Iteration 1F: 3 clusters Score -1.208942e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -12090229.000000 Penalty: 3807.452148
	Iteration 2Q: 3 clusters Score -1.209023e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -12091474.000000 Penalty: 3807.452148
	Iteration 3Q: 3 clusters Score -1.209147e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -12093819.000000 Penalty: 3807.452148
	Iteration 4Q: 3 clusters Score -1.209382e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -12098399.000000 Penalty: 3807.452148
	Iteration 5F: 3 clusters Score -1.20984e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -12106899.000000 Penalty: 3807.452148
	Iteration 6F: 3 clusters Score -1.21069e+07 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105056 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -12118071.000000 Penalty: 3807.452148
	Iteration 7F: 3 clusters Score -1.211807e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -12127782.000000 Penalty: 3807.452148
	Iteration 8F: 3 clusters Score -1.212778e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120034 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12132430.000000 Penalty: 3807.452148
	Iteration 9Q: 3 clusters Score -1.213243e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121728 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12133921.000000 Penalty: 3807.452148
	Iteration 10Q: 3 clusters Score -1.213392e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122159 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12134343.000000 Penalty: 3807.452148
	Iteration 11Q: 3 clusters Score -1.213434e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -12134483.000000 Penalty: 3807.452148
	Iteration 12Q: 3 clusters Score -1.213448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122270 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12134527.000000 Penalty: 3807.452148
	Iteration 13Q: 3 clusters Score -1.213453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12134565.000000 Penalty: 3807.452148
	Iteration 14Q: 3 clusters Score -1.213456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122283 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12134575.000000 Penalty: 3807.452148
	Iteration 15Q: 3 clusters Score -1.213458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122284 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12134583.000000 Penalty: 3807.452148
	Iteration 16Q: 3 clusters Score -1.213458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12134582.000000 Penalty: 3807.452148
	Iteration 17Q: 3 clusters Score -1.213458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12134586.000000 Penalty: 3807.452148
	Iteration 18Q: 3 clusters Score -1.213459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122289 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12134587.000000 Penalty: 3807.452148
	Iteration 19Q: 3 clusters Score -1.213459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122289 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -12134587.000000 Penalty: 3807.452148
	Iteration 20F: 3 clusters Score -1.213459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -291169.843750 Penalty: 1302.222046
	Iteration 0F: 2 clusters Score -291169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -288409.906250 Penalty: 2604.444092
	Iteration 0F: 3 clusters Score -288409.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -289056.156250 Penalty: 2604.444092
	Iteration 1F: 3 clusters Score -289056.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -289214.437500 Penalty: 2604.444092
	Iteration 2F: 3 clusters Score -289214.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289348.750000 Penalty: 2604.444092
	Iteration 3F: 3 clusters Score -289348.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289440.687500 Penalty: 2604.444092
	Iteration 4Q: 3 clusters Score -289440.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -289519.593750 Penalty: 2604.444092
	Iteration 5Q: 3 clusters Score -289519.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289577.093750 Penalty: 2604.444092
	Iteration 6Q: 3 clusters Score -289577.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -289629.937500 Penalty: 2604.444092
	Iteration 7Q: 3 clusters Score -289629.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -289683.250000 Penalty: 2604.444092
	Iteration 8Q: 3 clusters Score -289683.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -289739.343750 Penalty: 2604.444092
	Iteration 9Q: 3 clusters Score -289739.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -289801.781250 Penalty: 2604.444092
	Iteration 10Q: 3 clusters Score -289801.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -289861.656250 Penalty: 2604.444092
	Iteration 11Q: 3 clusters Score -289861.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -289901.312500 Penalty: 2604.444092
	Iteration 12Q: 3 clusters Score -289901.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -289938.250000 Penalty: 2604.444092
	Iteration 13Q: 3 clusters Score -289938.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -289967.125000 Penalty: 2604.444092
	Iteration 14Q: 3 clusters Score -289967.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -289999.781250 Penalty: 2604.444092
	Iteration 15Q: 3 clusters Score -289999.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -290028.625000 Penalty: 2604.444092
	Iteration 16Q: 3 clusters Score -290028.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -290051.000000 Penalty: 2604.444092
	Iteration 17Q: 3 clusters Score -290051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -290070.843750 Penalty: 2604.444092
	Iteration 18Q: 3 clusters Score -290070.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -290086.843750 Penalty: 2604.444092
	Iteration 19Q: 3 clusters Score -290086.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -290102.093750 Penalty: 2604.444092
	Iteration 20F: 3 clusters Score -290102.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -290115.343750 Penalty: 2604.444092
	Iteration 21Q: 3 clusters Score -290115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -290122.687500 Penalty: 2604.444092
	Iteration 22Q: 3 clusters Score -290122.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -290128.125000 Penalty: 2604.444092
	Iteration 23Q: 3 clusters Score -290128.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -290134.812500 Penalty: 2604.444092
	Iteration 24Q: 3 clusters Score -290134.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -290143.843750 Penalty: 2604.444092
	Iteration 25Q: 3 clusters Score -290143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -290149.187500 Penalty: 2604.444092
	Iteration 26Q: 3 clusters Score -290149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -290159.656250 Penalty: 2604.444092
	Iteration 27Q: 3 clusters Score -290159.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -290169.000000 Penalty: 2604.444092
	Iteration 28Q: 3 clusters Score -290169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -290181.718750 Penalty: 2604.444092
	Iteration 29Q: 3 clusters Score -290181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -290190.062500 Penalty: 2604.444092
	Iteration 30Q: 3 clusters Score -290190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -290195.281250 Penalty: 2604.444092
	Iteration 31Q: 3 clusters Score -290195.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -290198.937500 Penalty: 2604.444092
	Iteration 32Q: 3 clusters Score -290198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -290203.468750 Penalty: 2604.444092
	Iteration 33Q: 3 clusters Score -290203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -290206.562500 Penalty: 2604.444092
	Iteration 34Q: 3 clusters Score -290206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -290208.093750 Penalty: 2604.444092
	Iteration 35Q: 3 clusters Score -290208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -290209.375000 Penalty: 2604.444092
	Iteration 36Q: 3 clusters Score -290209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -290209.625000 Penalty: 2604.444092
	Iteration 37Q: 3 clusters Score -290209.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -290209.625000 Penalty: 2604.444092
	Iteration 38F: 3 clusters Score -290209.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Entering Unmasked Estep 
Score: -2675488.500000 Penalty: 1655.058594
	Iteration 0F: 2 clusters Score -2675488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2657522.500000 Penalty: 3310.117188
	Iteration 0F: 3 clusters Score -2657522 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2664435.000000 Penalty: 3310.117188
	Iteration 1F: 3 clusters Score -2664435 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2665163.000000 Penalty: 3310.117188
	Iteration 2F: 3 clusters Score -2665163 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2665982.000000 Penalty: 3310.117188
	Iteration 3F: 3 clusters Score -2665982 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2666825.250000 Penalty: 3310.117188
	Iteration 4F: 3 clusters Score -2666825 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2667627.500000 Penalty: 3310.117188
	Iteration 5F: 3 clusters Score -2667628 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2668362.000000 Penalty: 3310.117188
	Iteration 6F: 3 clusters Score -2668362 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2669066.750000 Penalty: 3310.117188
	Iteration 7Q: 3 clusters Score -2669067 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2669784.250000 Penalty: 3310.117188
	Iteration 8Q: 3 clusters Score -2669784 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2670435.750000 Penalty: 3310.117188
	Iteration 9Q: 3 clusters Score -2670436 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2670949.750000 Penalty: 3310.117188
	Iteration 10Q: 3 clusters Score -2670950 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2671358.500000 Penalty: 3310.117188
	Iteration 11Q: 3 clusters Score -2671358 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2671692.000000 Penalty: 3310.117188
	Iteration 12Q: 3 clusters Score -2671692 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2671933.000000 Penalty: 3310.117188
	Iteration 13Q: 3 clusters Score -2671933 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2672149.000000 Penalty: 3310.117188
	Iteration 14Q: 3 clusters Score -2672149 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2672357.750000 Penalty: 3310.117188
	Iteration 15Q: 3 clusters Score -2672358 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2672553.750000 Penalty: 3310.117188
	Iteration 16Q: 3 clusters Score -2672554 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2672742.250000 Penalty: 3310.117188
	Iteration 17Q: 3 clusters Score -2672742 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2672891.250000 Penalty: 3310.117188
	Iteration 18Q: 3 clusters Score -2672891 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2673056.000000 Penalty: 3310.117188
	Iteration 19Q: 3 clusters Score -2673056 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2673204.250000 Penalty: 3310.117188
	Iteration 20F: 3 clusters Score -2673204 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2673337.250000 Penalty: 3310.117188
	Iteration 21Q: 3 clusters Score -2673337 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2673441.250000 Penalty: 3310.117188
	Iteration 22Q: 3 clusters Score -2673441 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2673514.500000 Penalty: 3310.117188
	Iteration 23Q: 3 clusters Score -2673514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2673573.000000 Penalty: 3310.117188
	Iteration 24Q: 3 clusters Score -2673573 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2673636.250000 Penalty: 3310.117188
	Iteration 25Q: 3 clusters Score -2673636 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2673676.750000 Penalty: 3310.117188
	Iteration 26Q: 3 clusters Score -2673677 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2673707.750000 Penalty: 3310.117188
	Iteration 27Q: 3 clusters Score -2673708 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2673762.000000 Penalty: 3310.117188
	Iteration 28Q: 3 clusters Score -2673762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2673797.750000 Penalty: 3310.117188
	Iteration 29Q: 3 clusters Score -2673798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2673819.500000 Penalty: 3310.117188
	Iteration 30Q: 3 clusters Score -2673820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2673828.250000 Penalty: 3310.117188
	Iteration 31Q: 3 clusters Score -2673828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2673841.500000 Penalty: 3310.117188
	Iteration 32Q: 3 clusters Score -2673842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2673854.000000 Penalty: 3310.117188
	Iteration 33Q: 3 clusters Score -2673854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2673855.000000 Penalty: 3310.117188
	Iteration 34Q: 3 clusters Score -2673855 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2673876.750000 Penalty: 3310.117188
	Iteration 35Q: 3 clusters Score -2673877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2673896.250000 Penalty: 3310.117188
	Iteration 36Q: 3 clusters Score -2673896 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2673913.750000 Penalty: 3310.117188
	Iteration 37Q: 3 clusters Score -2673914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2673920.500000 Penalty: 3310.117188
	Iteration 38Q: 3 clusters Score -2673920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2673936.000000 Penalty: 3310.117188
	Iteration 39Q: 3 clusters Score -2673936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2673949.250000 Penalty: 3310.117188
	Iteration 40F: 3 clusters Score -2673949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2673967.750000 Penalty: 3310.117188
	Iteration 41Q: 3 clusters Score -2673968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2673976.750000 Penalty: 3310.117188
	Iteration 42Q: 3 clusters Score -2673977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2673986.000000 Penalty: 3310.117188
	Iteration 43Q: 3 clusters Score -2673986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2673983.500000 Penalty: 3310.117188
	Iteration 44Q: 3 clusters Score -2673984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2674002.250000 Penalty: 3310.117188
	Iteration 45Q: 3 clusters Score -2674002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2674011.000000 Penalty: 3310.117188
	Iteration 46Q: 3 clusters Score -2674011 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2674018.500000 Penalty: 3310.117188
	Iteration 47Q: 3 clusters Score -2674018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2674029.000000 Penalty: 3310.117188
	Iteration 48Q: 3 clusters Score -2674029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2674030.750000 Penalty: 3310.117188
	Iteration 49Q: 3 clusters Score -2674031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2674034.000000 Penalty: 3310.117188
	Iteration 50Q: 3 clusters Score -2674034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2674043.000000 Penalty: 3310.117188
	Iteration 51Q: 3 clusters Score -2674043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2674053.000000 Penalty: 3310.117188
	Iteration 52Q: 3 clusters Score -2674053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2674064.750000 Penalty: 3310.117188
	Iteration 53Q: 3 clusters Score -2674065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2674063.500000 Penalty: 3310.117188
	Iteration 54Q: 3 clusters Score -2674064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2674070.500000 Penalty: 3310.117188
	Iteration 55Q: 3 clusters Score -2674070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2674076.250000 Penalty: 3310.117188
	Iteration 56Q: 3 clusters Score -2674076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2674077.250000 Penalty: 3310.117188
	Iteration 57Q: 3 clusters Score -2674077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2674077.000000 Penalty: 3310.117188
	Iteration 58Q: 3 clusters Score -2674077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2674087.250000 Penalty: 3310.117188
	Iteration 59Q: 3 clusters Score -2674087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2674094.000000 Penalty: 3310.117188
	Iteration 60F: 3 clusters Score -2674094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2674097.500000 Penalty: 3310.117188
	Iteration 61Q: 3 clusters Score -2674098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2674098.500000 Penalty: 3310.117188
	Iteration 62Q: 3 clusters Score -2674098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2674103.750000 Penalty: 3310.117188
	Iteration 63Q: 3 clusters Score -2674104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2674100.750000 Penalty: 3310.117188
	Iteration 64Q: 3 clusters Score -2674101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2674103.000000 Penalty: 3310.117188
	Iteration 65Q: 3 clusters Score -2674103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2674101.250000 Penalty: 3310.117188
	Iteration 66Q: 3 clusters Score -2674101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2674106.250000 Penalty: 3310.117188
	Iteration 67Q: 3 clusters Score -2674106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2674107.500000 Penalty: 3310.117188
	Iteration 68Q: 3 clusters Score -2674108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2674106.250000 Penalty: 3310.117188
	Iteration 69Q: 3 clusters Score -2674106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2674105.750000 Penalty: 3310.117188
	Iteration 70Q: 3 clusters Score -2674106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2674108.250000 Penalty: 3310.117188
	Iteration 71Q: 3 clusters Score -2674108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2674108.750000 Penalty: 3310.117188
	Iteration 72Q: 3 clusters Score -2674109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2674112.250000 Penalty: 3310.117188
	Iteration 73Q: 3 clusters Score -2674112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2674108.500000 Penalty: 3310.117188
	Iteration 74Q: 3 clusters Score -2674108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2674105.500000 Penalty: 3310.117188
	Iteration 75Q: 3 clusters Score -2674106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2674105.500000 Penalty: 3310.117188
	Iteration 76Q: 3 clusters Score -2674106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2674108.000000 Penalty: 3310.117188
	Iteration 77Q: 3 clusters Score -2674108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2674102.500000 Penalty: 3310.117188
	Iteration 78Q: 3 clusters Score -2674102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2674104.000000 Penalty: 3310.117188
	Iteration 79Q: 3 clusters Score -2674104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2674104.500000 Penalty: 3310.117188
	Iteration 80F: 3 clusters Score -2674104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2674108.000000 Penalty: 3310.117188
	Iteration 81Q: 3 clusters Score -2674108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2674110.750000 Penalty: 3310.117188
	Iteration 82Q: 3 clusters Score -2674111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2674110.750000 Penalty: 3310.117188
	Iteration 83Q: 3 clusters Score -2674111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2674115.000000 Penalty: 3310.117188
	Iteration 84Q: 3 clusters Score -2674115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2674116.500000 Penalty: 3310.117188
	Iteration 85Q: 3 clusters Score -2674116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2674119.000000 Penalty: 3310.117188
	Iteration 86Q: 3 clusters Score -2674119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2674117.250000 Penalty: 3310.117188
	Iteration 87Q: 3 clusters Score -2674117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2674124.500000 Penalty: 3310.117188
	Iteration 88Q: 3 clusters Score -2674124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2674129.500000 Penalty: 3310.117188
	Iteration 89Q: 3 clusters Score -2674130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2674131.500000 Penalty: 3310.117188
	Iteration 90Q: 3 clusters Score -2674132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2674130.500000 Penalty: 3310.117188
	Iteration 91Q: 3 clusters Score -2674130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2674137.250000 Penalty: 3310.117188
	Iteration 92Q: 3 clusters Score -2674137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2674143.250000 Penalty: 3310.117188
	Iteration 93Q: 3 clusters Score -2674143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2674140.000000 Penalty: 3310.117188
	Iteration 94Q: 3 clusters Score -2674140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2674143.750000 Penalty: 3310.117188
	Iteration 95Q: 3 clusters Score -2674144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2674143.750000 Penalty: 3310.117188
	Iteration 96Q: 3 clusters Score -2674144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2674145.500000 Penalty: 3310.117188
	Iteration 97Q: 3 clusters Score -2674146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2674141.500000 Penalty: 3310.117188
	Iteration 98Q: 3 clusters Score -2674142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2674143.000000 Penalty: 3310.117188
	Iteration 99Q: 3 clusters Score -2674143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2674140.750000 Penalty: 3310.117188
	Iteration 100F: 3 clusters Score -2674141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2674144.500000 Penalty: 3310.117188
	Iteration 101Q: 3 clusters Score -2674144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2674144.250000 Penalty: 3310.117188
	Iteration 102Q: 3 clusters Score -2674144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2674144.250000 Penalty: 3310.117188
	Iteration 103F: 3 clusters Score -2674144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -264885.281250 Penalty: 1273.986938
	Iteration 0F: 2 clusters Score -264885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -262397.968750 Penalty: 2547.973877
	Iteration 0F: 3 clusters Score -262398 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -262920.343750 Penalty: 2547.973877
	Iteration 1F: 3 clusters Score -262920.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -263050.812500 Penalty: 2547.973877
	Iteration 2F: 3 clusters Score -263050.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -263140.406250 Penalty: 2547.973877
	Iteration 3F: 3 clusters Score -263140.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -263189.343750 Penalty: 2547.973877
	Iteration 4Q: 3 clusters Score -263189.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -263212.375000 Penalty: 2547.973877
	Iteration 5Q: 3 clusters Score -263212.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -263229.125000 Penalty: 2547.973877
	Iteration 6Q: 3 clusters Score -263229.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -263246.593750 Penalty: 2547.973877
	Iteration 7Q: 3 clusters Score -263246.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -263259.531250 Penalty: 2547.973877
	Iteration 8Q: 3 clusters Score -263259.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -263268.687500 Penalty: 2547.973877
	Iteration 9Q: 3 clusters Score -263268.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263278.312500 Penalty: 2547.973877
	Iteration 10Q: 3 clusters Score -263278.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263286.593750 Penalty: 2547.973877
	Iteration 11Q: 3 clusters Score -263286.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -263292.062500 Penalty: 2547.973877
	Iteration 12Q: 3 clusters Score -263292.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -263296.406250 Penalty: 2547.973877
	Iteration 13Q: 3 clusters Score -263296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -263298.562500 Penalty: 2547.973877
	Iteration 14Q: 3 clusters Score -263298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -263300.000000 Penalty: 2547.973877
	Iteration 15Q: 3 clusters Score -263300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -263302.906250 Penalty: 2547.973877
	Iteration 16Q: 3 clusters Score -263302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263306.531250 Penalty: 2547.973877
	Iteration 17Q: 3 clusters Score -263306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -263310.625000 Penalty: 2547.973877
	Iteration 18Q: 3 clusters Score -263310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -263313.375000 Penalty: 2547.973877
	Iteration 19Q: 3 clusters Score -263313.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -263318.218750 Penalty: 2547.973877
	Iteration 20F: 3 clusters Score -263318.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263322.281250 Penalty: 2547.973877
	Iteration 21Q: 3 clusters Score -263322.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263327.281250 Penalty: 2547.973877
	Iteration 22Q: 3 clusters Score -263327.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -263331.875000 Penalty: 2547.973877
	Iteration 23Q: 3 clusters Score -263331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -263332.968750 Penalty: 2547.973877
	Iteration 24Q: 3 clusters Score -263333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -263333.593750 Penalty: 2547.973877
	Iteration 25Q: 3 clusters Score -263333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263334.187500 Penalty: 2547.973877
	Iteration 26Q: 3 clusters Score -263334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263334.625000 Penalty: 2547.973877
	Iteration 27Q: 3 clusters Score -263334.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -263335.156250 Penalty: 2547.973877
	Iteration 28Q: 3 clusters Score -263335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263335.562500 Penalty: 2547.973877
	Iteration 29Q: 3 clusters Score -263335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -263335.562500 Penalty: 2547.973877
	Iteration 30F: 3 clusters Score -263335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Entering Unmasked Estep 
Score: -472111.343750 Penalty: 1389.225342
	Iteration 0F: 2 clusters Score -472111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -468014.562500 Penalty: 2778.450684
	Iteration 0F: 3 clusters Score -468014.6 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -469196.343750 Penalty: 2778.450684
	Iteration 1F: 3 clusters Score -469196.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -469436.156250 Penalty: 2778.450684
	Iteration 2F: 3 clusters Score -469436.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -469615.781250 Penalty: 2778.450684
	Iteration 3F: 3 clusters Score -469615.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -469733.062500 Penalty: 2778.450684
	Iteration 4Q: 3 clusters Score -469733.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -469843.375000 Penalty: 2778.450684
	Iteration 5Q: 3 clusters Score -469843.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -469958.031250 Penalty: 2778.450684
	Iteration 6Q: 3 clusters Score -469958 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -470073.125000 Penalty: 2778.450684
	Iteration 7Q: 3 clusters Score -470073.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -470180.656250 Penalty: 2778.450684
	Iteration 8Q: 3 clusters Score -470180.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -470296.625000 Penalty: 2778.450684
	Iteration 9Q: 3 clusters Score -470296.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -470415.781250 Penalty: 2778.450684
	Iteration 10Q: 3 clusters Score -470415.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -470548.843750 Penalty: 2778.450684
	Iteration 11Q: 3 clusters Score -470548.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -470687.625000 Penalty: 2778.450684
	Iteration 12Q: 3 clusters Score -470687.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470792.531250 Penalty: 2778.450684
	Iteration 13Q: 3 clusters Score -470792.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -470867.437500 Penalty: 2778.450684
	Iteration 14Q: 3 clusters Score -470867.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -470936.718750 Penalty: 2778.450684
	Iteration 15Q: 3 clusters Score -470936.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -471002.437500 Penalty: 2778.450684
	Iteration 16Q: 3 clusters Score -471002.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -471057.000000 Penalty: 2778.450684
	Iteration 17Q: 3 clusters Score -471057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -471098.906250 Penalty: 2778.450684
	Iteration 18Q: 3 clusters Score -471098.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -471134.125000 Penalty: 2778.450684
	Iteration 19Q: 3 clusters Score -471134.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -471165.125000 Penalty: 2778.450684
	Iteration 20F: 3 clusters Score -471165.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -471196.531250 Penalty: 2778.450684
	Iteration 21Q: 3 clusters Score -471196.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -471230.343750 Penalty: 2778.450684
	Iteration 22Q: 3 clusters Score -471230.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -471262.562500 Penalty: 2778.450684
	Iteration 23Q: 3 clusters Score -471262.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -471285.625000 Penalty: 2778.450684
	Iteration 24Q: 3 clusters Score -471285.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -471314.906250 Penalty: 2778.450684
	Iteration 25Q: 3 clusters Score -471314.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -471334.531250 Penalty: 2778.450684
	Iteration 26Q: 3 clusters Score -471334.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -471345.625000 Penalty: 2778.450684
	Iteration 27Q: 3 clusters Score -471345.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -471355.562500 Penalty: 2778.450684
	Iteration 28Q: 3 clusters Score -471355.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -471368.593750 Penalty: 2778.450684
	Iteration 29Q: 3 clusters Score -471368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -471381.812500 Penalty: 2778.450684
	Iteration 30Q: 3 clusters Score -471381.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -471403.312500 Penalty: 2778.450684
	Iteration 31Q: 3 clusters Score -471403.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -471424.812500 Penalty: 2778.450684
	Iteration 32Q: 3 clusters Score -471424.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -471443.812500 Penalty: 2778.450684
	Iteration 33Q: 3 clusters Score -471443.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -471460.125000 Penalty: 2778.450684
	Iteration 34Q: 3 clusters Score -471460.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -471475.687500 Penalty: 2778.450684
	Iteration 35Q: 3 clusters Score -471475.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -471485.812500 Penalty: 2778.450684
	Iteration 36Q: 3 clusters Score -471485.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -471496.062500 Penalty: 2778.450684
	Iteration 37Q: 3 clusters Score -471496.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -471514.187500 Penalty: 2778.450684
	Iteration 38Q: 3 clusters Score -471514.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -471528.843750 Penalty: 2778.450684
	Iteration 39Q: 3 clusters Score -471528.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -471549.156250 Penalty: 2778.450684
	Iteration 40F: 3 clusters Score -471549.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -471564.218750 Penalty: 2778.450684
	Iteration 41Q: 3 clusters Score -471564.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -471583.968750 Penalty: 2778.450684
	Iteration 42Q: 3 clusters Score -471584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -471612.781250 Penalty: 2778.450684
	Iteration 43Q: 3 clusters Score -471612.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -471644.593750 Penalty: 2778.450684
	Iteration 44Q: 3 clusters Score -471644.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -471673.937500 Penalty: 2778.450684
	Iteration 45Q: 3 clusters Score -471673.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -471714.343750 Penalty: 2778.450684
	Iteration 46Q: 3 clusters Score -471714.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -471750.843750 Penalty: 2778.450684
	Iteration 47Q: 3 clusters Score -471750.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -471792.718750 Penalty: 2778.450684
	Iteration 48Q: 3 clusters Score -471792.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -471843.156250 Penalty: 2778.450684
	Iteration 49Q: 3 clusters Score -471843.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -471903.250000 Penalty: 2778.450684
	Iteration 50Q: 3 clusters Score -471903.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -471963.531250 Penalty: 2778.450684
	Iteration 51Q: 3 clusters Score -471963.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -471993.906250 Penalty: 2778.450684
	Iteration 52Q: 3 clusters Score -471993.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -472006.906250 Penalty: 2778.450684
	Iteration 53Q: 3 clusters Score -472006.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -472019.375000 Penalty: 2778.450684
	Iteration 54Q: 3 clusters Score -472019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -472023.968750 Penalty: 2778.450684
	Iteration 55Q: 3 clusters Score -472024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -472027.281250 Penalty: 2778.450684
	Iteration 56Q: 3 clusters Score -472027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -472031.562500 Penalty: 2778.450684
	Iteration 57Q: 3 clusters Score -472031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -472037.250000 Penalty: 2778.450684
	Iteration 58Q: 3 clusters Score -472037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -472038.250000 Penalty: 2778.450684
	Iteration 59Q: 3 clusters Score -472038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -472038.812500 Penalty: 2778.450684
	Iteration 60F: 3 clusters Score -472038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -472038.687500 Penalty: 2778.450684
	Iteration 61Q: 3 clusters Score -472038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -472038.625000 Penalty: 2778.450684
	Iteration 62Q: 3 clusters Score -472038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -472038.625000 Penalty: 2778.450684
	Iteration 63F: 3 clusters Score -472038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Entering Unmasked Estep 
Score: -1835094.375000 Penalty: 1596.788452
	Iteration 0F: 2 clusters Score -1835094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1822402.625000 Penalty: 3193.576904
	Iteration 0F: 3 clusters Score -1822403 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1826896.125000 Penalty: 3193.576904
	Iteration 1F: 3 clusters Score -1826896 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1827200.250000 Penalty: 3193.576904
	Iteration 2Q: 3 clusters Score -1827200 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1827473.625000 Penalty: 3193.576904
	Iteration 3Q: 3 clusters Score -1827474 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1827733.000000 Penalty: 3193.576904
	Iteration 4Q: 3 clusters Score -1827733 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1827982.125000 Penalty: 3193.576904
	Iteration 5Q: 3 clusters Score -1827982 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1828214.500000 Penalty: 3193.576904
	Iteration 6Q: 3 clusters Score -1828214 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1828482.125000 Penalty: 3193.576904
	Iteration 7Q: 3 clusters Score -1828482 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1828783.000000 Penalty: 3193.576904
	Iteration 8Q: 3 clusters Score -1828783 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1829156.875000 Penalty: 3193.576904
	Iteration 9Q: 3 clusters Score -1829157 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1829587.125000 Penalty: 3193.576904
	Iteration 10Q: 3 clusters Score -1829587 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1830054.375000 Penalty: 3193.576904
	Iteration 11Q: 3 clusters Score -1830054 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1830573.375000 Penalty: 3193.576904
	Iteration 12Q: 3 clusters Score -1830573 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1831066.125000 Penalty: 3193.576904
	Iteration 13Q: 3 clusters Score -1831066 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1831447.625000 Penalty: 3193.576904
	Iteration 14Q: 3 clusters Score -1831448 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1831716.375000 Penalty: 3193.576904
	Iteration 15Q: 3 clusters Score -1831716 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1831942.375000 Penalty: 3193.576904
	Iteration 16Q: 3 clusters Score -1831942 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1832137.000000 Penalty: 3193.576904
	Iteration 17Q: 3 clusters Score -1832137 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1832320.375000 Penalty: 3193.576904
	Iteration 18Q: 3 clusters Score -1832320 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1832511.125000 Penalty: 3193.576904
	Iteration 19Q: 3 clusters Score -1832511 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1832701.375000 Penalty: 3193.576904
	Iteration 20F: 3 clusters Score -1832701 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1832896.000000 Penalty: 3193.576904
	Iteration 21Q: 3 clusters Score -1832896 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1833088.250000 Penalty: 3193.576904
	Iteration 22Q: 3 clusters Score -1833088 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1833306.875000 Penalty: 3193.576904
	Iteration 23Q: 3 clusters Score -1833307 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1833466.500000 Penalty: 3193.576904
	Iteration 24Q: 3 clusters Score -1833466 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1833577.625000 Penalty: 3193.576904
	Iteration 25Q: 3 clusters Score -1833578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1833669.750000 Penalty: 3193.576904
	Iteration 26Q: 3 clusters Score -1833670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1833729.250000 Penalty: 3193.576904
	Iteration 27Q: 3 clusters Score -1833729 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1833776.500000 Penalty: 3193.576904
	Iteration 28Q: 3 clusters Score -1833776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1833805.125000 Penalty: 3193.576904
	Iteration 29Q: 3 clusters Score -1833805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1833828.875000 Penalty: 3193.576904
	Iteration 30Q: 3 clusters Score -1833829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1833846.625000 Penalty: 3193.576904
	Iteration 31Q: 3 clusters Score -1833847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1833855.125000 Penalty: 3193.576904
	Iteration 32Q: 3 clusters Score -1833855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1833862.375000 Penalty: 3193.576904
	Iteration 33Q: 3 clusters Score -1833862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1833874.750000 Penalty: 3193.576904
	Iteration 34Q: 3 clusters Score -1833875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1833880.875000 Penalty: 3193.576904
	Iteration 35Q: 3 clusters Score -1833881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1833888.000000 Penalty: 3193.576904
	Iteration 36Q: 3 clusters Score -1833888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1833893.875000 Penalty: 3193.576904
	Iteration 37Q: 3 clusters Score -1833894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1833897.000000 Penalty: 3193.576904
	Iteration 38Q: 3 clusters Score -1833897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1833900.750000 Penalty: 3193.576904
	Iteration 39Q: 3 clusters Score -1833901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1833907.625000 Penalty: 3193.576904
	Iteration 40F: 3 clusters Score -1833908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1833909.250000 Penalty: 3193.576904
	Iteration 41Q: 3 clusters Score -1833909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1833911.375000 Penalty: 3193.576904
	Iteration 42Q: 3 clusters Score -1833911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1833914.000000 Penalty: 3193.576904
	Iteration 43Q: 3 clusters Score -1833914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1833913.250000 Penalty: 3193.576904
	Iteration 44Q: 3 clusters Score -1833913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1833912.250000 Penalty: 3193.576904
	Iteration 45Q: 3 clusters Score -1833912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1833913.750000 Penalty: 3193.576904
	Iteration 46Q: 3 clusters Score -1833914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1833913.750000 Penalty: 3193.576904
	Iteration 47F: 3 clusters Score -1833914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Entering Unmasked Estep 
Score: -1816112.625000 Penalty: 1598.299683
	Iteration 0F: 2 clusters Score -1816113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1803324.125000 Penalty: 3196.599365
	Iteration 0F: 3 clusters Score -1803324 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1807915.375000 Penalty: 3196.599365
	Iteration 1F: 3 clusters Score -1807915 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1808242.500000 Penalty: 3196.599365
	Iteration 2Q: 3 clusters Score -1808242 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1808522.625000 Penalty: 3196.599365
	Iteration 3Q: 3 clusters Score -1808523 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1808763.625000 Penalty: 3196.599365
	Iteration 4Q: 3 clusters Score -1808764 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1809020.625000 Penalty: 3196.599365
	Iteration 5Q: 3 clusters Score -1809021 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1809295.500000 Penalty: 3196.599365
	Iteration 6Q: 3 clusters Score -1809296 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1809608.125000 Penalty: 3196.599365
	Iteration 7Q: 3 clusters Score -1809608 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1809972.250000 Penalty: 3196.599365
	Iteration 8Q: 3 clusters Score -1809972 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1810463.125000 Penalty: 3196.599365
	Iteration 9Q: 3 clusters Score -1810463 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1811042.875000 Penalty: 3196.599365
	Iteration 10Q: 3 clusters Score -1811043 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1811664.125000 Penalty: 3196.599365
	Iteration 11Q: 3 clusters Score -1811664 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1812235.000000 Penalty: 3196.599365
	Iteration 12Q: 3 clusters Score -1812235 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1812690.000000 Penalty: 3196.599365
	Iteration 13Q: 3 clusters Score -1812690 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1813036.250000 Penalty: 3196.599365
	Iteration 14Q: 3 clusters Score -1813036 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1813311.750000 Penalty: 3196.599365
	Iteration 15Q: 3 clusters Score -1813312 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1813499.750000 Penalty: 3196.599365
	Iteration 16Q: 3 clusters Score -1813500 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1813627.250000 Penalty: 3196.599365
	Iteration 17Q: 3 clusters Score -1813627 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1813740.250000 Penalty: 3196.599365
	Iteration 18Q: 3 clusters Score -1813740 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1813845.000000 Penalty: 3196.599365
	Iteration 19Q: 3 clusters Score -1813845 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1813965.625000 Penalty: 3196.599365
	Iteration 20F: 3 clusters Score -1813966 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1814088.625000 Penalty: 3196.599365
	Iteration 21Q: 3 clusters Score -1814089 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1814193.750000 Penalty: 3196.599365
	Iteration 22Q: 3 clusters Score -1814194 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1814280.125000 Penalty: 3196.599365
	Iteration 23Q: 3 clusters Score -1814280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1814340.125000 Penalty: 3196.599365
	Iteration 24Q: 3 clusters Score -1814340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1814397.750000 Penalty: 3196.599365
	Iteration 25Q: 3 clusters Score -1814398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1814453.125000 Penalty: 3196.599365
	Iteration 26Q: 3 clusters Score -1814453 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1814498.500000 Penalty: 3196.599365
	Iteration 27Q: 3 clusters Score -1814498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1814538.000000 Penalty: 3196.599365
	Iteration 28Q: 3 clusters Score -1814538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1814569.375000 Penalty: 3196.599365
	Iteration 29Q: 3 clusters Score -1814569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1814600.750000 Penalty: 3196.599365
	Iteration 30Q: 3 clusters Score -1814601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1814623.125000 Penalty: 3196.599365
	Iteration 31Q: 3 clusters Score -1814623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1814649.250000 Penalty: 3196.599365
	Iteration 32Q: 3 clusters Score -1814649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1814679.875000 Penalty: 3196.599365
	Iteration 33Q: 3 clusters Score -1814680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1814701.750000 Penalty: 3196.599365
	Iteration 34Q: 3 clusters Score -1814702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1814711.500000 Penalty: 3196.599365
	Iteration 35Q: 3 clusters Score -1814712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1814722.375000 Penalty: 3196.599365
	Iteration 36Q: 3 clusters Score -1814722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1814733.750000 Penalty: 3196.599365
	Iteration 37Q: 3 clusters Score -1814734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1814742.500000 Penalty: 3196.599365
	Iteration 38Q: 3 clusters Score -1814742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1814752.000000 Penalty: 3196.599365
	Iteration 39Q: 3 clusters Score -1814752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1814758.750000 Penalty: 3196.599365
	Iteration 40F: 3 clusters Score -1814759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1814766.625000 Penalty: 3196.599365
	Iteration 41Q: 3 clusters Score -1814767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1814780.000000 Penalty: 3196.599365
	Iteration 42Q: 3 clusters Score -1814780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1814790.750000 Penalty: 3196.599365
	Iteration 43Q: 3 clusters Score -1814791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1814792.875000 Penalty: 3196.599365
	Iteration 44Q: 3 clusters Score -1814793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1814802.750000 Penalty: 3196.599365
	Iteration 45Q: 3 clusters Score -1814803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1814815.875000 Penalty: 3196.599365
	Iteration 46Q: 3 clusters Score -1814816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1814826.875000 Penalty: 3196.599365
	Iteration 47Q: 3 clusters Score -1814827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1814831.125000 Penalty: 3196.599365
	Iteration 48Q: 3 clusters Score -1814831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1814837.250000 Penalty: 3196.599365
	Iteration 49Q: 3 clusters Score -1814837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1814842.000000 Penalty: 3196.599365
	Iteration 50Q: 3 clusters Score -1814842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1814849.125000 Penalty: 3196.599365
	Iteration 51Q: 3 clusters Score -1814849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1814854.750000 Penalty: 3196.599365
	Iteration 52Q: 3 clusters Score -1814855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1814854.750000 Penalty: 3196.599365
	Iteration 53Q: 3 clusters Score -1814855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1814854.875000 Penalty: 3196.599365
	Iteration 54Q: 3 clusters Score -1814855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1814857.625000 Penalty: 3196.599365
	Iteration 55Q: 3 clusters Score -1814858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1814860.125000 Penalty: 3196.599365
	Iteration 56Q: 3 clusters Score -1814860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1814860.125000 Penalty: 3196.599365
	Iteration 57F: 3 clusters Score -1814860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Entering Unmasked Estep 
Score: -1188182.625000 Penalty: 1524.441772
	Iteration 0F: 2 clusters Score -1188183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1179771.000000 Penalty: 3048.883545
	Iteration 0F: 3 clusters Score -1179771 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1182494.000000 Penalty: 3048.883545
	Iteration 1F: 3 clusters Score -1182494 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1182720.125000 Penalty: 3048.883545
	Iteration 2Q: 3 clusters Score -1182720 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1182928.000000 Penalty: 3048.883545
	Iteration 3Q: 3 clusters Score -1182928 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1183111.000000 Penalty: 3048.883545
	Iteration 4Q: 3 clusters Score -1183111 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1183312.750000 Penalty: 3048.883545
	Iteration 5Q: 3 clusters Score -1183313 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1183544.125000 Penalty: 3048.883545
	Iteration 6Q: 3 clusters Score -1183544 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1183850.375000 Penalty: 3048.883545
	Iteration 7Q: 3 clusters Score -1183850 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1184191.500000 Penalty: 3048.883545
	Iteration 8Q: 3 clusters Score -1184192 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1184621.625000 Penalty: 3048.883545
	Iteration 9F: 3 clusters Score -1184622 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1185167.875000 Penalty: 3048.883545
	Iteration 10F: 3 clusters Score -1185168 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1185770.250000 Penalty: 3048.883545
	Iteration 11F: 3 clusters Score -1185770 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1186300.000000 Penalty: 3048.883545
	Iteration 12Q: 3 clusters Score -1186300 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1186659.000000 Penalty: 3048.883545
	Iteration 13Q: 3 clusters Score -1186659 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1186860.250000 Penalty: 3048.883545
	Iteration 14Q: 3 clusters Score -1186860 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1186955.375000 Penalty: 3048.883545
	Iteration 15Q: 3 clusters Score -1186955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1186999.875000 Penalty: 3048.883545
	Iteration 16Q: 3 clusters Score -1187000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1187031.500000 Penalty: 3048.883545
	Iteration 17Q: 3 clusters Score -1187032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1187055.250000 Penalty: 3048.883545
	Iteration 18Q: 3 clusters Score -1187055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1187069.375000 Penalty: 3048.883545
	Iteration 19Q: 3 clusters Score -1187069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1187076.875000 Penalty: 3048.883545
	Iteration 20F: 3 clusters Score -1187077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1187081.500000 Penalty: 3048.883545
	Iteration 21Q: 3 clusters Score -1187082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1187084.500000 Penalty: 3048.883545
	Iteration 22Q: 3 clusters Score -1187084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1187085.375000 Penalty: 3048.883545
	Iteration 23Q: 3 clusters Score -1187085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1187085.375000 Penalty: 3048.883545
	Iteration 24F: 3 clusters Score -1187085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Entering Unmasked Estep 
Score: -1516699.625000 Penalty: 1566.750000
	Iteration 0F: 2 clusters Score -1516700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1506057.625000 Penalty: 3133.500000
	Iteration 0F: 3 clusters Score -1506058 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1509889.875000 Penalty: 3133.500000
	Iteration 1F: 3 clusters Score -1509890 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1510207.875000 Penalty: 3133.500000
	Iteration 2F: 3 clusters Score -1510208 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1510480.625000 Penalty: 3133.500000
	Iteration 3Q: 3 clusters Score -1510481 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1510714.250000 Penalty: 3133.500000
	Iteration 4Q: 3 clusters Score -1510714 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1510926.750000 Penalty: 3133.500000
	Iteration 5Q: 3 clusters Score -1510927 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1511164.500000 Penalty: 3133.500000
	Iteration 6Q: 3 clusters Score -1511164 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1511436.875000 Penalty: 3133.500000
	Iteration 7Q: 3 clusters Score -1511437 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1511728.625000 Penalty: 3133.500000
	Iteration 8Q: 3 clusters Score -1511729 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1512055.125000 Penalty: 3133.500000
	Iteration 9Q: 3 clusters Score -1512055 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1512414.500000 Penalty: 3133.500000
	Iteration 10Q: 3 clusters Score -1512414 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1512824.125000 Penalty: 3133.500000
	Iteration 11Q: 3 clusters Score -1512824 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1513204.875000 Penalty: 3133.500000
	Iteration 12Q: 3 clusters Score -1513205 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1513509.250000 Penalty: 3133.500000
	Iteration 13Q: 3 clusters Score -1513509 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1513757.875000 Penalty: 3133.500000
	Iteration 14Q: 3 clusters Score -1513758 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1513967.125000 Penalty: 3133.500000
	Iteration 15Q: 3 clusters Score -1513967 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1514168.500000 Penalty: 3133.500000
	Iteration 16Q: 3 clusters Score -1514168 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1514343.000000 Penalty: 3133.500000
	Iteration 17Q: 3 clusters Score -1514343 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1514501.125000 Penalty: 3133.500000
	Iteration 18Q: 3 clusters Score -1514501 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1514628.750000 Penalty: 3133.500000
	Iteration 19Q: 3 clusters Score -1514629 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1514752.125000 Penalty: 3133.500000
	Iteration 20F: 3 clusters Score -1514752 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1514863.000000 Penalty: 3133.500000
	Iteration 21Q: 3 clusters Score -1514863 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1514953.125000 Penalty: 3133.500000
	Iteration 22Q: 3 clusters Score -1514953 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1515025.250000 Penalty: 3133.500000
	Iteration 23Q: 3 clusters Score -1515025 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1515090.625000 Penalty: 3133.500000
	Iteration 24Q: 3 clusters Score -1515091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1515149.250000 Penalty: 3133.500000
	Iteration 25Q: 3 clusters Score -1515149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1515178.750000 Penalty: 3133.500000
	Iteration 26Q: 3 clusters Score -1515179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1515201.250000 Penalty: 3133.500000
	Iteration 27Q: 3 clusters Score -1515201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1515219.750000 Penalty: 3133.500000
	Iteration 28Q: 3 clusters Score -1515220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1515238.375000 Penalty: 3133.500000
	Iteration 29Q: 3 clusters Score -1515238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1515258.000000 Penalty: 3133.500000
	Iteration 30Q: 3 clusters Score -1515258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1515279.625000 Penalty: 3133.500000
	Iteration 31Q: 3 clusters Score -1515280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1515291.000000 Penalty: 3133.500000
	Iteration 32Q: 3 clusters Score -1515291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1515304.750000 Penalty: 3133.500000
	Iteration 33Q: 3 clusters Score -1515305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1515321.625000 Penalty: 3133.500000
	Iteration 34Q: 3 clusters Score -1515322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1515329.750000 Penalty: 3133.500000
	Iteration 35Q: 3 clusters Score -1515330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1515335.875000 Penalty: 3133.500000
	Iteration 36Q: 3 clusters Score -1515336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1515339.375000 Penalty: 3133.500000
	Iteration 37Q: 3 clusters Score -1515339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1515346.125000 Penalty: 3133.500000
	Iteration 38Q: 3 clusters Score -1515346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -1515348.875000 Penalty: 3133.500000
	Iteration 39Q: 3 clusters Score -1515349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1515351.750000 Penalty: 3133.500000
	Iteration 40F: 3 clusters Score -1515352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1515356.750000 Penalty: 3133.500000
	Iteration 41Q: 3 clusters Score -1515357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1515361.125000 Penalty: 3133.500000
	Iteration 42Q: 3 clusters Score -1515361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1515365.375000 Penalty: 3133.500000
	Iteration 43Q: 3 clusters Score -1515365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1515365.375000 Penalty: 3133.500000
	Iteration 44F: 3 clusters Score -1515365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -94310.882812 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -94310.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92814.125000 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -92814.12 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -93113.164062 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -93113.16 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -93217.789062 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -93217.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93280.273438 Penalty: 2281.271484
	Iteration 3Q: 3 clusters Score -93280.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -93326.171875 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -93326.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93346.062500 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -93346.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -93360.742188 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -93360.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93376.984375 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -93376.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93390.468750 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -93390.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -93402.234375 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -93402.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93411.539062 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -93411.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93416.335938 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -93416.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93419.140625 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -93419.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93422.578125 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -93422.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93427.375000 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -93427.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93429.789062 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -93429.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93430.742188 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -93430.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93434.085938 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -93434.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93439.960938 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -93439.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93442.070312 Penalty: 2281.271484
	Iteration 19Q: 3 clusters Score -93442.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93442.570312 Penalty: 2281.271484
	Iteration 20F: 3 clusters Score -93442.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -93443.312500 Penalty: 2281.271484
	Iteration 21Q: 3 clusters Score -93443.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93445.179688 Penalty: 2281.271484
	Iteration 22Q: 3 clusters Score -93445.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93446.726562 Penalty: 2281.271484
	Iteration 23Q: 3 clusters Score -93446.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93447.195312 Penalty: 2281.271484
	Iteration 24Q: 3 clusters Score -93447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -93448.164062 Penalty: 2281.271484
	Iteration 25Q: 3 clusters Score -93448.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93449.789062 Penalty: 2281.271484
	Iteration 26Q: 3 clusters Score -93449.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93451.976562 Penalty: 2281.271484
	Iteration 27Q: 3 clusters Score -93451.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -93460.390625 Penalty: 2281.271484
	Iteration 28Q: 3 clusters Score -93460.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93469.031250 Penalty: 2281.271484
	Iteration 29Q: 3 clusters Score -93469.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93472.132812 Penalty: 2281.271484
	Iteration 30Q: 3 clusters Score -93472.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93474.734375 Penalty: 2281.271484
	Iteration 31Q: 3 clusters Score -93474.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -93475.835938 Penalty: 2281.271484
	Iteration 32Q: 3 clusters Score -93475.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -93476.218750 Penalty: 2281.271484
	Iteration 33Q: 3 clusters Score -93476.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93476.710938 Penalty: 2281.271484
	Iteration 34Q: 3 clusters Score -93476.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -93476.710938 Penalty: 2281.271484
	Iteration 35F: 3 clusters Score -93476.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Entering Unmasked Estep 
Score: -2161355.500000 Penalty: 1624.145996
	Iteration 0F: 2 clusters Score -2161356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2146474.000000 Penalty: 3248.291992
	Iteration 0F: 3 clusters Score -2146474 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2151905.500000 Penalty: 3248.291992
	Iteration 1F: 3 clusters Score -2151906 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2152424.250000 Penalty: 3248.291992
	Iteration 2F: 3 clusters Score -2152424 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2153128.500000 Penalty: 3248.291992
	Iteration 3F: 3 clusters Score -2153128 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2154084.750000 Penalty: 3248.291992
	Iteration 4F: 3 clusters Score -2154085 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2155224.250000 Penalty: 3248.291992
	Iteration 5F: 3 clusters Score -2155224 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2156454.500000 Penalty: 3248.291992
	Iteration 6F: 3 clusters Score -2156454 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2157664.500000 Penalty: 3248.291992
	Iteration 7F: 3 clusters Score -2157664 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2158730.000000 Penalty: 3248.291992
	Iteration 8Q: 3 clusters Score -2158730 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2159376.750000 Penalty: 3248.291992
	Iteration 9Q: 3 clusters Score -2159377 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2159626.000000 Penalty: 3248.291992
	Iteration 10Q: 3 clusters Score -2159626 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2159751.250000 Penalty: 3248.291992
	Iteration 11Q: 3 clusters Score -2159751 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2159814.750000 Penalty: 3248.291992
	Iteration 12Q: 3 clusters Score -2159815 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2159849.500000 Penalty: 3248.291992
	Iteration 13Q: 3 clusters Score -2159850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2159879.000000 Penalty: 3248.291992
	Iteration 14Q: 3 clusters Score -2159879 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2159899.000000 Penalty: 3248.291992
	Iteration 15Q: 3 clusters Score -2159899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2159918.000000 Penalty: 3248.291992
	Iteration 16Q: 3 clusters Score -2159918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2159936.500000 Penalty: 3248.291992
	Iteration 17Q: 3 clusters Score -2159936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2159954.250000 Penalty: 3248.291992
	Iteration 18Q: 3 clusters Score -2159954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2159963.750000 Penalty: 3248.291992
	Iteration 19Q: 3 clusters Score -2159964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2159968.500000 Penalty: 3248.291992
	Iteration 20F: 3 clusters Score -2159968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2159967.500000 Penalty: 3248.291992
	Iteration 21Q: 3 clusters Score -2159968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2159968.000000 Penalty: 3248.291992
	Iteration 22Q: 3 clusters Score -2159968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2159980.000000 Penalty: 3248.291992
	Iteration 23Q: 3 clusters Score -2159980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2159986.250000 Penalty: 3248.291992
	Iteration 24Q: 3 clusters Score -2159986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2159989.500000 Penalty: 3248.291992
	Iteration 25Q: 3 clusters Score -2159990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2159991.000000 Penalty: 3248.291992
	Iteration 26Q: 3 clusters Score -2159991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2159993.500000 Penalty: 3248.291992
	Iteration 27Q: 3 clusters Score -2159994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2160001.250000 Penalty: 3248.291992
	Iteration 28Q: 3 clusters Score -2160001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2159999.250000 Penalty: 3248.291992
	Iteration 29Q: 3 clusters Score -2159999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2159999.750000 Penalty: 3248.291992
	Iteration 30Q: 3 clusters Score -2160000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2160001.750000 Penalty: 3248.291992
	Iteration 31Q: 3 clusters Score -2160002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2160012.250000 Penalty: 3248.291992
	Iteration 32Q: 3 clusters Score -2160012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2160021.250000 Penalty: 3248.291992
	Iteration 33Q: 3 clusters Score -2160021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2160019.250000 Penalty: 3248.291992
	Iteration 34Q: 3 clusters Score -2160019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2160027.000000 Penalty: 3248.291992
	Iteration 35Q: 3 clusters Score -2160027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2160032.750000 Penalty: 3248.291992
	Iteration 36Q: 3 clusters Score -2160033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2160042.500000 Penalty: 3248.291992
	Iteration 37Q: 3 clusters Score -2160042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2160042.750000 Penalty: 3248.291992
	Iteration 38Q: 3 clusters Score -2160043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2160049.500000 Penalty: 3248.291992
	Iteration 39Q: 3 clusters Score -2160050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2160054.000000 Penalty: 3248.291992
	Iteration 40F: 3 clusters Score -2160054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2160052.500000 Penalty: 3248.291992
	Iteration 41Q: 3 clusters Score -2160052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2160055.250000 Penalty: 3248.291992
	Iteration 42Q: 3 clusters Score -2160055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2160057.250000 Penalty: 3248.291992
	Iteration 43Q: 3 clusters Score -2160057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2160055.750000 Penalty: 3248.291992
	Iteration 44Q: 3 clusters Score -2160056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2160055.250000 Penalty: 3248.291992
	Iteration 45Q: 3 clusters Score -2160055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2160056.750000 Penalty: 3248.291992
	Iteration 46Q: 3 clusters Score -2160057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2160063.250000 Penalty: 3248.291992
	Iteration 47Q: 3 clusters Score -2160063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2160063.750000 Penalty: 3248.291992
	Iteration 48Q: 3 clusters Score -2160064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2160061.500000 Penalty: 3248.291992
	Iteration 49Q: 3 clusters Score -2160062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2160062.000000 Penalty: 3248.291992
	Iteration 50Q: 3 clusters Score -2160062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2160059.000000 Penalty: 3248.291992
	Iteration 51Q: 3 clusters Score -2160059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2160064.250000 Penalty: 3248.291992
	Iteration 52Q: 3 clusters Score -2160064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2160063.000000 Penalty: 3248.291992
	Iteration 53Q: 3 clusters Score -2160063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2160061.250000 Penalty: 3248.291992
	Iteration 54Q: 3 clusters Score -2160061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2160065.250000 Penalty: 3248.291992
	Iteration 55Q: 3 clusters Score -2160065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2160068.000000 Penalty: 3248.291992
	Iteration 56Q: 3 clusters Score -2160068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2160066.750000 Penalty: 3248.291992
	Iteration 57Q: 3 clusters Score -2160067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2160070.000000 Penalty: 3248.291992
	Iteration 58Q: 3 clusters Score -2160070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2160071.750000 Penalty: 3248.291992
	Iteration 59Q: 3 clusters Score -2160072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2160076.750000 Penalty: 3248.291992
	Iteration 60F: 3 clusters Score -2160077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2160088.250000 Penalty: 3248.291992
	Iteration 61Q: 3 clusters Score -2160088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2160091.750000 Penalty: 3248.291992
	Iteration 62Q: 3 clusters Score -2160092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2160102.750000 Penalty: 3248.291992
	Iteration 63Q: 3 clusters Score -2160103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2160113.500000 Penalty: 3248.291992
	Iteration 64Q: 3 clusters Score -2160114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2160121.000000 Penalty: 3248.291992
	Iteration 65Q: 3 clusters Score -2160121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2160129.750000 Penalty: 3248.291992
	Iteration 66Q: 3 clusters Score -2160130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2160140.750000 Penalty: 3248.291992
	Iteration 67Q: 3 clusters Score -2160141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2160155.500000 Penalty: 3248.291992
	Iteration 68Q: 3 clusters Score -2160156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2160175.500000 Penalty: 3248.291992
	Iteration 69Q: 3 clusters Score -2160176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2160191.750000 Penalty: 3248.291992
	Iteration 70Q: 3 clusters Score -2160192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2160206.250000 Penalty: 3248.291992
	Iteration 71Q: 3 clusters Score -2160206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2160223.500000 Penalty: 3248.291992
	Iteration 72Q: 3 clusters Score -2160224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2160245.000000 Penalty: 3248.291992
	Iteration 73Q: 3 clusters Score -2160245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2160257.250000 Penalty: 3248.291992
	Iteration 74Q: 3 clusters Score -2160257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2160272.250000 Penalty: 3248.291992
	Iteration 75Q: 3 clusters Score -2160272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2160292.250000 Penalty: 3248.291992
	Iteration 76Q: 3 clusters Score -2160292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2160315.250000 Penalty: 3248.291992
	Iteration 77Q: 3 clusters Score -2160315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2160343.500000 Penalty: 3248.291992
	Iteration 78Q: 3 clusters Score -2160344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2160369.000000 Penalty: 3248.291992
	Iteration 79Q: 3 clusters Score -2160369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2160388.000000 Penalty: 3248.291992
	Iteration 80F: 3 clusters Score -2160388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2160406.500000 Penalty: 3248.291992
	Iteration 81Q: 3 clusters Score -2160406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2160414.250000 Penalty: 3248.291992
	Iteration 82Q: 3 clusters Score -2160414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2160428.250000 Penalty: 3248.291992
	Iteration 83Q: 3 clusters Score -2160428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2160447.500000 Penalty: 3248.291992
	Iteration 84Q: 3 clusters Score -2160448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2160461.500000 Penalty: 3248.291992
	Iteration 85Q: 3 clusters Score -2160462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2160470.250000 Penalty: 3248.291992
	Iteration 86Q: 3 clusters Score -2160470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2160487.750000 Penalty: 3248.291992
	Iteration 87Q: 3 clusters Score -2160488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2160502.000000 Penalty: 3248.291992
	Iteration 88Q: 3 clusters Score -2160502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2160508.000000 Penalty: 3248.291992
	Iteration 89Q: 3 clusters Score -2160508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2160518.250000 Penalty: 3248.291992
	Iteration 90Q: 3 clusters Score -2160518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2160533.750000 Penalty: 3248.291992
	Iteration 91Q: 3 clusters Score -2160534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2160529.500000 Penalty: 3248.291992
	Iteration 92Q: 3 clusters Score -2160530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2160537.250000 Penalty: 3248.291992
	Iteration 93Q: 3 clusters Score -2160537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2160538.250000 Penalty: 3248.291992
	Iteration 94Q: 3 clusters Score -2160538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2160545.750000 Penalty: 3248.291992
	Iteration 95Q: 3 clusters Score -2160546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2160548.250000 Penalty: 3248.291992
	Iteration 96Q: 3 clusters Score -2160548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2160553.500000 Penalty: 3248.291992
	Iteration 97Q: 3 clusters Score -2160554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2160557.750000 Penalty: 3248.291992
	Iteration 98Q: 3 clusters Score -2160558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2160558.000000 Penalty: 3248.291992
	Iteration 99Q: 3 clusters Score -2160558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -2160564.000000 Penalty: 3248.291992
	Iteration 100F: 3 clusters Score -2160564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2160563.000000 Penalty: 3248.291992
	Iteration 101Q: 3 clusters Score -2160563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2160569.500000 Penalty: 3248.291992
	Iteration 102Q: 3 clusters Score -2160570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2160572.000000 Penalty: 3248.291992
	Iteration 103Q: 3 clusters Score -2160572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2160576.250000 Penalty: 3248.291992
	Iteration 104Q: 3 clusters Score -2160576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2160579.000000 Penalty: 3248.291992
	Iteration 105Q: 3 clusters Score -2160579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2160586.250000 Penalty: 3248.291992
	Iteration 106Q: 3 clusters Score -2160586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2160582.750000 Penalty: 3248.291992
	Iteration 107Q: 3 clusters Score -2160583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2160585.250000 Penalty: 3248.291992
	Iteration 108Q: 3 clusters Score -2160585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2160584.750000 Penalty: 3248.291992
	Iteration 109Q: 3 clusters Score -2160585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2160584.250000 Penalty: 3248.291992
	Iteration 110Q: 3 clusters Score -2160584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2160587.750000 Penalty: 3248.291992
	Iteration 111Q: 3 clusters Score -2160588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2160585.250000 Penalty: 3248.291992
	Iteration 112Q: 3 clusters Score -2160585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2160588.750000 Penalty: 3248.291992
	Iteration 113Q: 3 clusters Score -2160589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2160586.000000 Penalty: 3248.291992
	Iteration 114Q: 3 clusters Score -2160586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2160585.000000 Penalty: 3248.291992
	Iteration 115Q: 3 clusters Score -2160585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2160586.250000 Penalty: 3248.291992
	Iteration 116Q: 3 clusters Score -2160586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2160586.250000 Penalty: 3248.291992
	Iteration 117F: 3 clusters Score -2160586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 13666 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 106231 members 
Mstep: Class 14 contains 11491 members 
Mstep: Class 15 contains 122423 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 26502 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18516 members 
Mstep: Class 21 contains 18689 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15391 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 21911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413384.000000 Penalty: 53662.054688
Iteration 119Q: 26 clusters Score -5.241338e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 14954 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 13656 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43773 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 106230 members 
Mstep: Class 14 contains 11491 members 
Mstep: Class 15 contains 122424 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 26491 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 18513 members 
Mstep: Class 21 contains 18600 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15388 members 
Mstep: Class 24 contains 1117 members 
Mstep: Class 25 contains 21916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413436.000000 Penalty: 53662.054688
Iteration 120F: 26 clusters Score -5.241344e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 15011 members 
Mstep: Class 4 contains 14861 members 
Mstep: Class 5 contains 13654 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43759 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 106217 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 122417 members 
Mstep: Class 16 contains 3139 members 
Mstep: Class 17 contains 26472 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 18514 members 
Mstep: Class 21 contains 18507 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15383 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 21925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413540.000000 Penalty: 53662.054688
Iteration 121Q: 26 clusters Score -5.241354e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 15076 members 
Mstep: Class 4 contains 14862 members 
Mstep: Class 5 contains 13649 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 43757 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 3416 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 106214 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 122413 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 26453 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 18514 members 
Mstep: Class 21 contains 18381 members 
Mstep: Class 22 contains 11863 members 
Mstep: Class 23 contains 15383 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 21929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413620.000000 Penalty: 53662.054688
Iteration 122Q: 26 clusters Score -5.241362e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 1412 members 
Mstep: Class 3 contains 15147 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 13642 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43760 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 3414 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 106219 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 122418 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 26431 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 18512 members 
Mstep: Class 21 contains 18246 members 
Mstep: Class 22 contains 11862 members 
Mstep: Class 23 contains 15380 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 21934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413812.000000 Penalty: 53662.054688
Iteration 123Q: 26 clusters Score -5.241381e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 15233 members 
Mstep: Class 4 contains 14859 members 
Mstep: Class 5 contains 13636 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43753 members 
Mstep: Class 8 contains 3812 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 106232 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 122410 members 
Mstep: Class 16 contains 3417 members 
Mstep: Class 17 contains 26412 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 18506 members 
Mstep: Class 21 contains 18080 members 
Mstep: Class 22 contains 11862 members 
Mstep: Class 23 contains 15379 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 21932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413788.000000 Penalty: 53662.054688
Iteration 124Q: 26 clusters Score -5.241379e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 15316 members 
Mstep: Class 4 contains 14863 members 
Mstep: Class 5 contains 13626 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43727 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 5583 members 
Mstep: Class 13 contains 106258 members 
Mstep: Class 14 contains 11449 members 
Mstep: Class 15 contains 122401 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 26390 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 17899 members 
Mstep: Class 22 contains 11862 members 
Mstep: Class 23 contains 15375 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 21939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413908.000000 Penalty: 53662.054688
Iteration 125Q: 26 clusters Score -5.241391e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 4 contains 14864 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43697 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 5584 members 
Mstep: Class 13 contains 106295 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 122393 members 
Mstep: Class 16 contains 3679 members 
Mstep: Class 17 contains 26375 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 17684 members 
Mstep: Class 22 contains 11861 members 
Mstep: Class 23 contains 15373 members 
Mstep: Class 24 contains 1152 members 
Mstep: Class 25 contains 21939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414028.000000 Penalty: 53662.054688
Iteration 126Q: 26 clusters Score -5.241403e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 14865 members 
Mstep: Class 5 contains 13578 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43666 members 
Mstep: Class 8 contains 3778 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 106327 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 122387 members 
Mstep: Class 16 contains 3828 members 
Mstep: Class 17 contains 26360 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 17462 members 
Mstep: Class 22 contains 11861 members 
Mstep: Class 23 contains 15375 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 21956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414116.000000 Penalty: 53662.054688
Iteration 127Q: 26 clusters Score -5.241412e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 15582 members 
Mstep: Class 4 contains 14867 members 
Mstep: Class 5 contains 13556 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 43636 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 3421 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 106373 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 122373 members 
Mstep: Class 16 contains 3956 members 
Mstep: Class 17 contains 26353 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 17245 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15373 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 21971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414252.000000 Penalty: 53662.054688
Iteration 128Q: 26 clusters Score -5.241425e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14863 members 
Mstep: Class 5 contains 13537 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 43608 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 3426 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 106418 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 122369 members 
Mstep: Class 16 contains 4075 members 
Mstep: Class 17 contains 26342 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 17046 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15367 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 21982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414224.000000 Penalty: 53662.054688
Iteration 129Q: 26 clusters Score -5.241422e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 15723 members 
Mstep: Class 4 contains 14864 members 
Mstep: Class 5 contains 13517 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 43577 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 8954 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 106453 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 122368 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 26327 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 16884 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15365 members 
Mstep: Class 24 contains 1151 members 
Mstep: Class 25 contains 21984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414320.000000 Penalty: 53662.054688
Iteration 130Q: 26 clusters Score -5.241432e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15771 members 
Mstep: Class 4 contains 14866 members 
Mstep: Class 5 contains 13497 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 43541 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 11 contains 8953 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 106490 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 122375 members 
Mstep: Class 16 contains 4300 members 
Mstep: Class 17 contains 26321 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 16737 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15364 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 21984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414264.000000 Penalty: 53662.054688
Iteration 131Q: 26 clusters Score -5.241426e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15817 members 
Mstep: Class 4 contains 14869 members 
Mstep: Class 5 contains 13479 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 43511 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 106523 members 
Mstep: Class 14 contains 11425 members 
Mstep: Class 15 contains 122381 members 
Mstep: Class 16 contains 4409 members 
Mstep: Class 17 contains 26315 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 16607 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15366 members 
Mstep: Class 24 contains 1153 members 
Mstep: Class 25 contains 21985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414344.000000 Penalty: 53662.054688
Iteration 132Q: 26 clusters Score -5.241434e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15859 members 
Mstep: Class 4 contains 14870 members 
Mstep: Class 5 contains 13463 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 43478 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 106555 members 
Mstep: Class 14 contains 11411 members 
Mstep: Class 15 contains 122394 members 
Mstep: Class 16 contains 4511 members 
Mstep: Class 17 contains 26314 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 16495 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15367 members 
Mstep: Class 24 contains 1152 members 
Mstep: Class 25 contains 21980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414244.000000 Penalty: 53662.054688
Iteration 133Q: 26 clusters Score -5.241424e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15891 members 
Mstep: Class 4 contains 14868 members 
Mstep: Class 5 contains 13447 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43434 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 3472 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 106590 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 122405 members 
Mstep: Class 16 contains 4602 members 
Mstep: Class 17 contains 26302 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 16403 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15366 members 
Mstep: Class 24 contains 1154 members 
Mstep: Class 25 contains 21986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414364.000000 Penalty: 53662.054688
Iteration 134Q: 26 clusters Score -5.241436e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15919 members 
Mstep: Class 4 contains 14861 members 
Mstep: Class 5 contains 13433 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43408 members 
Mstep: Class 8 contains 3740 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 3478 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 106624 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 122401 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 26286 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 16332 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15365 members 
Mstep: Class 24 contains 1154 members 
Mstep: Class 25 contains 21991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414364.000000 Penalty: 53662.054688
Iteration 135Q: 26 clusters Score -5.241436e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15930 members 
Mstep: Class 4 contains 14860 members 
Mstep: Class 5 contains 13421 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43382 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 106646 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 122398 members 
Mstep: Class 16 contains 4744 members 
Mstep: Class 17 contains 26280 members 
Mstep: Class 18 contains 2524 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 16277 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15363 members 
Mstep: Class 24 contains 1154 members 
Mstep: Class 25 contains 21988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414500.000000 Penalty: 53662.054688
Iteration 136Q: 26 clusters Score -5.24145e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 13406 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43352 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 8943 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 106675 members 
Mstep: Class 14 contains 11415 members 
Mstep: Class 15 contains 122399 members 
Mstep: Class 16 contains 4803 members 
Mstep: Class 17 contains 26270 members 
Mstep: Class 18 contains 2520 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 18499 members 
Mstep: Class 21 contains 16228 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 15361 members 
Mstep: Class 24 contains 1155 members 
Mstep: Class 25 contains 21991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414484.000000 Penalty: 53662.054688
Iteration 137Q: 26 clusters Score -5.241448e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15943 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 13394 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43322 members 
Mstep: Class 8 contains 3734 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 3487 members 
Mstep: Class 11 contains 8942 members 
Mstep: Class 12 contains 5587 members 
Mstep: Class 13 contains 106694 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 122406 members 
Mstep: Class 16 contains 4866 members 
Mstep: Class 17 contains 26266 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 16182 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 1156 members 
Mstep: Class 25 contains 21995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414604.000000 Penalty: 53662.054688
Iteration 138Q: 26 clusters Score -5.24146e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15939 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 13384 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43304 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 10102 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 106712 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 122410 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 26261 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5179 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 16151 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15355 members 
Mstep: Class 24 contains 1155 members 
Mstep: Class 25 contains 21993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414616.000000 Penalty: 53662.054688
Iteration 139Q: 26 clusters Score -5.241462e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15932 members 
Mstep: Class 4 contains 14853 members 
Mstep: Class 5 contains 13373 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43274 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 9 contains 10104 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 106750 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 122415 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 26253 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5181 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 16100 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15353 members 
Mstep: Class 24 contains 1155 members 
Mstep: Class 25 contains 21991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414620.000000 Penalty: 53662.054688
Iteration 140F: 26 clusters Score -5.241462e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15927 members 
Mstep: Class 4 contains 14851 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 6 contains 5945 members 
Mstep: Class 7 contains 43241 members 
Mstep: Class 8 contains 3716 members 
Mstep: Class 9 contains 10103 members 
Mstep: Class 10 contains 3492 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 106784 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 122417 members 
Mstep: Class 16 contains 5063 members 
Mstep: Class 17 contains 26247 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 16063 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15354 members 
Mstep: Class 24 contains 1158 members 
Mstep: Class 25 contains 21988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414664.000000 Penalty: 53662.054688
Iteration 141Q: 26 clusters Score -5.241466e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15920 members 
Mstep: Class 4 contains 14847 members 
Mstep: Class 5 contains 13357 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 43219 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 3494 members 
Mstep: Class 11 contains 8932 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 106799 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 122414 members 
Mstep: Class 16 contains 5126 members 
Mstep: Class 17 contains 26241 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 18499 members 
Mstep: Class 21 contains 16039 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 1163 members 
Mstep: Class 25 contains 21987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414696.000000 Penalty: 53662.054688
Iteration 142Q: 26 clusters Score -5.24147e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15918 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 13351 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43201 members 
Mstep: Class 8 contains 3708 members 
Mstep: Class 9 contains 10110 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 8931 members 
Mstep: Class 12 contains 5592 members 
Mstep: Class 13 contains 106814 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 122415 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 26227 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 16013 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15348 members 
Mstep: Class 24 contains 1166 members 
Mstep: Class 25 contains 21988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414680.000000 Penalty: 53662.054688
Iteration 143Q: 26 clusters Score -5.241468e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15901 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 13345 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43173 members 
Mstep: Class 8 contains 3702 members 
Mstep: Class 9 contains 10112 members 
Mstep: Class 10 contains 3506 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 5594 members 
Mstep: Class 13 contains 106828 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 122417 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 26222 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 18497 members 
Mstep: Class 21 contains 16008 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 15337 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 21994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414656.000000 Penalty: 53662.054688
Iteration 144Q: 26 clusters Score -5.241466e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15877 members 
Mstep: Class 4 contains 14839 members 
Mstep: Class 5 contains 13336 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43143 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 3511 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 5593 members 
Mstep: Class 13 contains 106841 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 122418 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 26216 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 18499 members 
Mstep: Class 21 contains 15991 members 
Mstep: Class 22 contains 11858 members 
Mstep: Class 23 contains 15334 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 22000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414720.000000 Penalty: 53662.054688
Iteration 145Q: 26 clusters Score -5.241472e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15845 members 
Mstep: Class 4 contains 14840 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43104 members 
Mstep: Class 8 contains 3697 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 8923 members 
Mstep: Class 12 contains 5594 members 
Mstep: Class 13 contains 106847 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 122419 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 26215 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 18499 members 
Mstep: Class 21 contains 15983 members 
Mstep: Class 22 contains 11858 members 
Mstep: Class 23 contains 15335 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 22001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414712.000000 Penalty: 53662.054688
Iteration 146Q: 26 clusters Score -5.241471e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15816 members 
Mstep: Class 4 contains 14841 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43080 members 
Mstep: Class 8 contains 3688 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 3517 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 106843 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 122424 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 26211 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15981 members 
Mstep: Class 22 contains 11858 members 
Mstep: Class 23 contains 15334 members 
Mstep: Class 24 contains 1164 members 
Mstep: Class 25 contains 22006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414768.000000 Penalty: 53662.054688
Iteration 147Q: 26 clusters Score -5.241477e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15783 members 
Mstep: Class 4 contains 14840 members 
Mstep: Class 5 contains 13297 members 
Mstep: Class 6 contains 5942 members 
Mstep: Class 7 contains 43061 members 
Mstep: Class 8 contains 3685 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 3522 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 106847 members 
Mstep: Class 14 contains 11401 members 
Mstep: Class 15 contains 122424 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 26201 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15971 members 
Mstep: Class 22 contains 11857 members 
Mstep: Class 23 contains 15334 members 
Mstep: Class 24 contains 1167 members 
Mstep: Class 25 contains 22006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414788.000000 Penalty: 53662.054688
Iteration 148Q: 26 clusters Score -5.241479e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15765 members 
Mstep: Class 4 contains 14839 members 
Mstep: Class 5 contains 13286 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43039 members 
Mstep: Class 8 contains 3679 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 106844 members 
Mstep: Class 14 contains 11394 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 26187 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5173 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15958 members 
Mstep: Class 22 contains 11855 members 
Mstep: Class 23 contains 15334 members 
Mstep: Class 24 contains 1169 members 
Mstep: Class 25 contains 22013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414744.000000 Penalty: 53662.054688
Iteration 149Q: 26 clusters Score -5.241474e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15750 members 
Mstep: Class 4 contains 14838 members 
Mstep: Class 5 contains 13278 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43031 members 
Mstep: Class 8 contains 3677 members 
Mstep: Class 9 contains 10114 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 106848 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 122433 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 26182 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15938 members 
Mstep: Class 22 contains 11853 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1169 members 
Mstep: Class 25 contains 22018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414736.000000 Penalty: 53662.054688
Iteration 150Q: 26 clusters Score -5.241474e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15737 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13260 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 43021 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 10114 members 
Mstep: Class 10 contains 3536 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 106851 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 122436 members 
Mstep: Class 16 contains 5694 members 
Mstep: Class 17 contains 26178 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 15926 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1169 members 
Mstep: Class 25 contains 22014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414752.000000 Penalty: 53662.054688
Iteration 151Q: 26 clusters Score -5.241475e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15713 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13246 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 43006 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 106856 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 122442 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1169 members 
Mstep: Class 25 contains 22013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414808.000000 Penalty: 53662.054688
Iteration 152Q: 26 clusters Score -5.241481e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13222 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 43002 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 106854 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 122446 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 26177 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15897 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1170 members 
Mstep: Class 25 contains 22006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414916.000000 Penalty: 53662.054688
Iteration 153Q: 26 clusters Score -5.241492e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15675 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13203 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 42989 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 10118 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5596 members 
Mstep: Class 13 contains 106849 members 
Mstep: Class 14 contains 11394 members 
Mstep: Class 15 contains 122445 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 26170 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15891 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 22009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414796.000000 Penalty: 53662.054688
Iteration 154Q: 26 clusters Score -5.24148e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15663 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13190 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 42980 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 10118 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 106849 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 26163 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15874 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 22008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414844.000000 Penalty: 53662.054688
Iteration 155Q: 26 clusters Score -5.241484e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15652 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13180 members 
Mstep: Class 6 contains 5947 members 
Mstep: Class 7 contains 42961 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 106857 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 122448 members 
Mstep: Class 16 contains 5946 members 
Mstep: Class 17 contains 26159 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15855 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 22014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414780.000000 Penalty: 53662.054688
Iteration 156Q: 26 clusters Score -5.241478e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13171 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42950 members 
Mstep: Class 8 contains 3667 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 106858 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 26150 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15844 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 22020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414836.000000 Penalty: 53662.054688
Iteration 157Q: 26 clusters Score -5.241484e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15638 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13165 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42935 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 106871 members 
Mstep: Class 14 contains 11401 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 26145 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15834 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 22020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414816.000000 Penalty: 53662.054688
Iteration 158Q: 26 clusters Score -5.241482e+07 nChanged 100
Entering ConstructFrom: 
Score: -52414816.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (54194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Entering Unmasked Estep 
Score: -5379827.000000 Penalty: 1771.302979
	Iteration 0F: 2 clusters Score -5379827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -5343565.500000 Penalty: 3542.605957
	Iteration 0F: 3 clusters Score -5343566 nChanged 25440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -5358134.000000 Penalty: 3542.605957
	Iteration 1F: 3 clusters Score -5358134 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -5358873.000000 Penalty: 3542.605957
	Iteration 2Q: 3 clusters Score -5358873 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5360082.000000 Penalty: 3542.605957
	Iteration 3Q: 3 clusters Score -5360082 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -5361856.000000 Penalty: 3542.605957
	Iteration 4F: 3 clusters Score -5361856 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5364395.500000 Penalty: 3542.605957
	Iteration 5F: 3 clusters Score -5364396 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -5367757.500000 Penalty: 3542.605957
	Iteration 6F: 3 clusters Score -5367758 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -5371312.500000 Penalty: 3542.605957
	Iteration 7F: 3 clusters Score -5371312 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -5374287.500000 Penalty: 3542.605957
	Iteration 8F: 3 clusters Score -5374288 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -5376461.000000 Penalty: 3542.605957
	Iteration 9Q: 3 clusters Score -5376461 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -5377739.000000 Penalty: 3542.605957
	Iteration 10Q: 3 clusters Score -5377739 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -5378357.500000 Penalty: 3542.605957
	Iteration 11Q: 3 clusters Score -5378358 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -5378529.000000 Penalty: 3542.605957
	Iteration 12Q: 3 clusters Score -5378529 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -5378625.500000 Penalty: 3542.605957
	Iteration 13Q: 3 clusters Score -5378626 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -5378685.500000 Penalty: 3542.605957
	Iteration 14Q: 3 clusters Score -5378686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -5378731.000000 Penalty: 3542.605957
	Iteration 15Q: 3 clusters Score -5378731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -5378746.000000 Penalty: 3542.605957
	Iteration 16Q: 3 clusters Score -5378746 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -5378770.500000 Penalty: 3542.605957
	Iteration 17Q: 3 clusters Score -5378770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -5378779.000000 Penalty: 3542.605957
	Iteration 18Q: 3 clusters Score -5378779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -5378790.500000 Penalty: 3542.605957
	Iteration 19Q: 3 clusters Score -5378790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -5378805.500000 Penalty: 3542.605957
	Iteration 20F: 3 clusters Score -5378806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -5378813.500000 Penalty: 3542.605957
	Iteration 21Q: 3 clusters Score -5378814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -5378819.500000 Penalty: 3542.605957
	Iteration 22Q: 3 clusters Score -5378820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -5378825.000000 Penalty: 3542.605957
	Iteration 23Q: 3 clusters Score -5378825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -5378832.000000 Penalty: 3542.605957
	Iteration 24Q: 3 clusters Score -5378832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -5378831.000000 Penalty: 3542.605957
	Iteration 25Q: 3 clusters Score -5378831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -5378833.000000 Penalty: 3542.605957
	Iteration 26Q: 3 clusters Score -5378833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -5378834.000000 Penalty: 3542.605957
	Iteration 27Q: 3 clusters Score -5378834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -5378833.500000 Penalty: 3542.605957
	Iteration 28Q: 3 clusters Score -5378834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -5378834.500000 Penalty: 3542.605957
	Iteration 29Q: 3 clusters Score -5378834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -5378830.500000 Penalty: 3542.605957
	Iteration 30Q: 3 clusters Score -5378830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -5378832.500000 Penalty: 3542.605957
	Iteration 31Q: 3 clusters Score -5378832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -5378832.500000 Penalty: 3542.605957
	Iteration 32F: 3 clusters Score -5378832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -128646.062500 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -128646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126983.171875 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -126983.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -127352.929688 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -127352.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -127536.148438 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -127536.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -127709.085938 Penalty: 2356.687256
	Iteration 3F: 3 clusters Score -127709.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -127876.929688 Penalty: 2356.687256
	Iteration 4F: 3 clusters Score -127876.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -128049.359375 Penalty: 2356.687256
	Iteration 5F: 3 clusters Score -128049.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -128181.914062 Penalty: 2356.687256
	Iteration 6F: 3 clusters Score -128181.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -128274.312500 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -128274.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -128338.757812 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -128338.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -128379.945312 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -128379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -128413.882812 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -128413.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -128456.132812 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -128456.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -128475.531250 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -128475.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -128491.773438 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -128491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -128501.070312 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -128501.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -128509.460938 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -128509.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -128516.242188 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -128516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -128520.062500 Penalty: 2356.687256
	Iteration 17Q: 3 clusters Score -128520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -128524.968750 Penalty: 2356.687256
	Iteration 18Q: 3 clusters Score -128525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -128530.125000 Penalty: 2356.687256
	Iteration 19Q: 3 clusters Score -128530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -128535.734375 Penalty: 2356.687256
	Iteration 20F: 3 clusters Score -128535.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -128537.656250 Penalty: 2356.687256
	Iteration 21Q: 3 clusters Score -128537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -128539.929688 Penalty: 2356.687256
	Iteration 22Q: 3 clusters Score -128539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -128540.851562 Penalty: 2356.687256
	Iteration 23Q: 3 clusters Score -128540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -128542.500000 Penalty: 2356.687256
	Iteration 24Q: 3 clusters Score -128542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -128544.101562 Penalty: 2356.687256
	Iteration 25Q: 3 clusters Score -128544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -128547.390625 Penalty: 2356.687256
	Iteration 26Q: 3 clusters Score -128547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -128549.351562 Penalty: 2356.687256
	Iteration 27Q: 3 clusters Score -128549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -128549.351562 Penalty: 2356.687256
	Iteration 28F: 3 clusters Score -128549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Entering Unmasked Estep 
Score: -1535296.875000 Penalty: 1569.306030
	Iteration 0F: 2 clusters Score -1535297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1524508.875000 Penalty: 3138.612061
	Iteration 0F: 3 clusters Score -1524509 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1528276.750000 Penalty: 3138.612061
	Iteration 1F: 3 clusters Score -1528277 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1528521.375000 Penalty: 3138.612061
	Iteration 2Q: 3 clusters Score -1528521 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1528730.750000 Penalty: 3138.612061
	Iteration 3Q: 3 clusters Score -1528731 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1528911.000000 Penalty: 3138.612061
	Iteration 4Q: 3 clusters Score -1528911 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1529061.250000 Penalty: 3138.612061
	Iteration 5Q: 3 clusters Score -1529061 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1529179.625000 Penalty: 3138.612061
	Iteration 6Q: 3 clusters Score -1529180 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1529307.500000 Penalty: 3138.612061
	Iteration 7Q: 3 clusters Score -1529308 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1529435.250000 Penalty: 3138.612061
	Iteration 8Q: 3 clusters Score -1529435 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1529567.375000 Penalty: 3138.612061
	Iteration 9Q: 3 clusters Score -1529567 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1529700.375000 Penalty: 3138.612061
	Iteration 10Q: 3 clusters Score -1529700 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1529844.750000 Penalty: 3138.612061
	Iteration 11Q: 3 clusters Score -1529845 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1530086.250000 Penalty: 3138.612061
	Iteration 12Q: 3 clusters Score -1530086 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1530391.500000 Penalty: 3138.612061
	Iteration 13Q: 3 clusters Score -1530392 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1530669.250000 Penalty: 3138.612061
	Iteration 14Q: 3 clusters Score -1530669 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1530910.750000 Penalty: 3138.612061
	Iteration 15Q: 3 clusters Score -1530911 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1531150.750000 Penalty: 3138.612061
	Iteration 16Q: 3 clusters Score -1531151 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1531406.625000 Penalty: 3138.612061
	Iteration 17Q: 3 clusters Score -1531407 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1531726.250000 Penalty: 3138.612061
	Iteration 18Q: 3 clusters Score -1531726 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1532070.500000 Penalty: 3138.612061
	Iteration 19Q: 3 clusters Score -1532070 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1532456.000000 Penalty: 3138.612061
	Iteration 20F: 3 clusters Score -1532456 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1532766.625000 Penalty: 3138.612061
	Iteration 21Q: 3 clusters Score -1532767 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1532967.000000 Penalty: 3138.612061
	Iteration 22Q: 3 clusters Score -1532967 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1533073.500000 Penalty: 3138.612061
	Iteration 23Q: 3 clusters Score -1533074 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1533155.250000 Penalty: 3138.612061
	Iteration 24Q: 3 clusters Score -1533155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1533211.500000 Penalty: 3138.612061
	Iteration 25Q: 3 clusters Score -1533212 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1533254.750000 Penalty: 3138.612061
	Iteration 26Q: 3 clusters Score -1533255 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1533293.750000 Penalty: 3138.612061
	Iteration 27Q: 3 clusters Score -1533294 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1533334.625000 Penalty: 3138.612061
	Iteration 28Q: 3 clusters Score -1533335 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1533357.625000 Penalty: 3138.612061
	Iteration 29Q: 3 clusters Score -1533358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1533382.875000 Penalty: 3138.612061
	Iteration 30Q: 3 clusters Score -1533383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1533389.500000 Penalty: 3138.612061
	Iteration 31Q: 3 clusters Score -1533390 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1533404.250000 Penalty: 3138.612061
	Iteration 32Q: 3 clusters Score -1533404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1533416.125000 Penalty: 3138.612061
	Iteration 33Q: 3 clusters Score -1533416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1533425.875000 Penalty: 3138.612061
	Iteration 34Q: 3 clusters Score -1533426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1533430.625000 Penalty: 3138.612061
	Iteration 35Q: 3 clusters Score -1533431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1533436.625000 Penalty: 3138.612061
	Iteration 36Q: 3 clusters Score -1533437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1533447.375000 Penalty: 3138.612061
	Iteration 37Q: 3 clusters Score -1533447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1533463.000000 Penalty: 3138.612061
	Iteration 38Q: 3 clusters Score -1533463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1533475.250000 Penalty: 3138.612061
	Iteration 39Q: 3 clusters Score -1533475 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1533482.625000 Penalty: 3138.612061
	Iteration 40F: 3 clusters Score -1533483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1533498.000000 Penalty: 3138.612061
	Iteration 41Q: 3 clusters Score -1533498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1533513.375000 Penalty: 3138.612061
	Iteration 42Q: 3 clusters Score -1533513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1533517.250000 Penalty: 3138.612061
	Iteration 43Q: 3 clusters Score -1533517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1533530.750000 Penalty: 3138.612061
	Iteration 44Q: 3 clusters Score -1533531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1533543.500000 Penalty: 3138.612061
	Iteration 45Q: 3 clusters Score -1533544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1533550.750000 Penalty: 3138.612061
	Iteration 46Q: 3 clusters Score -1533551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1533557.125000 Penalty: 3138.612061
	Iteration 47Q: 3 clusters Score -1533557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1533566.500000 Penalty: 3138.612061
	Iteration 48Q: 3 clusters Score -1533566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1533572.125000 Penalty: 3138.612061
	Iteration 49Q: 3 clusters Score -1533572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1533583.875000 Penalty: 3138.612061
	Iteration 50Q: 3 clusters Score -1533584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1533585.375000 Penalty: 3138.612061
	Iteration 51Q: 3 clusters Score -1533585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1533591.250000 Penalty: 3138.612061
	Iteration 52Q: 3 clusters Score -1533591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1533594.750000 Penalty: 3138.612061
	Iteration 53Q: 3 clusters Score -1533595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1533602.250000 Penalty: 3138.612061
	Iteration 54Q: 3 clusters Score -1533602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1533610.125000 Penalty: 3138.612061
	Iteration 55Q: 3 clusters Score -1533610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1533614.625000 Penalty: 3138.612061
	Iteration 56Q: 3 clusters Score -1533615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1533623.500000 Penalty: 3138.612061
	Iteration 57Q: 3 clusters Score -1533624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1533625.000000 Penalty: 3138.612061
	Iteration 58Q: 3 clusters Score -1533625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1533633.625000 Penalty: 3138.612061
	Iteration 59Q: 3 clusters Score -1533634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1533633.250000 Penalty: 3138.612061
	Iteration 60F: 3 clusters Score -1533633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1533637.750000 Penalty: 3138.612061
	Iteration 61Q: 3 clusters Score -1533638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1533639.000000 Penalty: 3138.612061
	Iteration 62Q: 3 clusters Score -1533639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1533639.125000 Penalty: 3138.612061
	Iteration 63Q: 3 clusters Score -1533639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1533642.875000 Penalty: 3138.612061
	Iteration 64Q: 3 clusters Score -1533643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1533642.250000 Penalty: 3138.612061
	Iteration 65Q: 3 clusters Score -1533642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1533643.750000 Penalty: 3138.612061
	Iteration 66Q: 3 clusters Score -1533644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1533645.750000 Penalty: 3138.612061
	Iteration 67Q: 3 clusters Score -1533646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1533646.750000 Penalty: 3138.612061
	Iteration 68Q: 3 clusters Score -1533647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1533645.000000 Penalty: 3138.612061
	Iteration 69Q: 3 clusters Score -1533645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1533646.250000 Penalty: 3138.612061
	Iteration 70Q: 3 clusters Score -1533646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1533642.250000 Penalty: 3138.612061
	Iteration 71Q: 3 clusters Score -1533642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1533646.750000 Penalty: 3138.612061
	Iteration 72Q: 3 clusters Score -1533647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1533648.125000 Penalty: 3138.612061
	Iteration 73Q: 3 clusters Score -1533648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1533650.000000 Penalty: 3138.612061
	Iteration 74Q: 3 clusters Score -1533650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1533651.375000 Penalty: 3138.612061
	Iteration 75Q: 3 clusters Score -1533651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1533651.125000 Penalty: 3138.612061
	Iteration 76Q: 3 clusters Score -1533651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1533651.875000 Penalty: 3138.612061
	Iteration 77Q: 3 clusters Score -1533652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1533651.125000 Penalty: 3138.612061
	Iteration 78Q: 3 clusters Score -1533651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1533651.125000 Penalty: 3138.612061
	Iteration 79F: 3 clusters Score -1533651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Entering Unmasked Estep 
Score: -1466560.750000 Penalty: 1560.781860
	Iteration 0F: 2 clusters Score -1466561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1456275.625000 Penalty: 3121.563721
	Iteration 0F: 3 clusters Score -1456276 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1459763.125000 Penalty: 3121.563721
	Iteration 1F: 3 clusters Score -1459763 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1460020.250000 Penalty: 3121.563721
	Iteration 2F: 3 clusters Score -1460020 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1460235.000000 Penalty: 3121.563721
	Iteration 3Q: 3 clusters Score -1460235 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1460437.125000 Penalty: 3121.563721
	Iteration 4Q: 3 clusters Score -1460437 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1460698.500000 Penalty: 3121.563721
	Iteration 5Q: 3 clusters Score -1460698 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1461059.250000 Penalty: 3121.563721
	Iteration 6Q: 3 clusters Score -1461059 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1461511.750000 Penalty: 3121.563721
	Iteration 7F: 3 clusters Score -1461512 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1462062.750000 Penalty: 3121.563721
	Iteration 8F: 3 clusters Score -1462063 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1462775.250000 Penalty: 3121.563721
	Iteration 9F: 3 clusters Score -1462775 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1463530.875000 Penalty: 3121.563721
	Iteration 10F: 3 clusters Score -1463531 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1464165.125000 Penalty: 3121.563721
	Iteration 11Q: 3 clusters Score -1464165 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1464589.500000 Penalty: 3121.563721
	Iteration 12Q: 3 clusters Score -1464590 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1464839.250000 Penalty: 3121.563721
	Iteration 13Q: 3 clusters Score -1464839 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1464974.500000 Penalty: 3121.563721
	Iteration 14Q: 3 clusters Score -1464974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1465057.500000 Penalty: 3121.563721
	Iteration 15Q: 3 clusters Score -1465058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1465101.250000 Penalty: 3121.563721
	Iteration 16Q: 3 clusters Score -1465101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1465121.625000 Penalty: 3121.563721
	Iteration 17Q: 3 clusters Score -1465122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1465147.000000 Penalty: 3121.563721
	Iteration 18Q: 3 clusters Score -1465147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1465170.500000 Penalty: 3121.563721
	Iteration 19Q: 3 clusters Score -1465170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1465185.125000 Penalty: 3121.563721
	Iteration 20F: 3 clusters Score -1465185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1465191.875000 Penalty: 3121.563721
	Iteration 21Q: 3 clusters Score -1465192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1465196.125000 Penalty: 3121.563721
	Iteration 22Q: 3 clusters Score -1465196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1465200.750000 Penalty: 3121.563721
	Iteration 23Q: 3 clusters Score -1465201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1465200.625000 Penalty: 3121.563721
	Iteration 24Q: 3 clusters Score -1465201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1465200.625000 Penalty: 3121.563721
	Iteration 25F: 3 clusters Score -1465201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Entering Unmasked Estep 
Score: -1293244.875000 Penalty: 1541.339355
	Iteration 0F: 2 clusters Score -1293245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1283997.750000 Penalty: 3082.678711
	Iteration 0F: 3 clusters Score -1283998 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1287187.125000 Penalty: 3082.678711
	Iteration 1F: 3 clusters Score -1287187 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1287431.250000 Penalty: 3082.678711
	Iteration 2F: 3 clusters Score -1287431 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1287615.250000 Penalty: 3082.678711
	Iteration 3Q: 3 clusters Score -1287615 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1287757.250000 Penalty: 3082.678711
	Iteration 4Q: 3 clusters Score -1287757 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1287881.750000 Penalty: 3082.678711
	Iteration 5Q: 3 clusters Score -1287882 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1288008.375000 Penalty: 3082.678711
	Iteration 6Q: 3 clusters Score -1288008 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1288114.125000 Penalty: 3082.678711
	Iteration 7Q: 3 clusters Score -1288114 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1288251.000000 Penalty: 3082.678711
	Iteration 8Q: 3 clusters Score -1288251 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1288379.375000 Penalty: 3082.678711
	Iteration 9Q: 3 clusters Score -1288379 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1288530.500000 Penalty: 3082.678711
	Iteration 10Q: 3 clusters Score -1288530 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1288757.875000 Penalty: 3082.678711
	Iteration 11Q: 3 clusters Score -1288758 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1289086.625000 Penalty: 3082.678711
	Iteration 12Q: 3 clusters Score -1289087 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1289460.125000 Penalty: 3082.678711
	Iteration 13Q: 3 clusters Score -1289460 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1289753.375000 Penalty: 3082.678711
	Iteration 14Q: 3 clusters Score -1289753 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1290025.875000 Penalty: 3082.678711
	Iteration 15Q: 3 clusters Score -1290026 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1290279.625000 Penalty: 3082.678711
	Iteration 16Q: 3 clusters Score -1290280 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1290533.625000 Penalty: 3082.678711
	Iteration 17Q: 3 clusters Score -1290534 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1290725.750000 Penalty: 3082.678711
	Iteration 18Q: 3 clusters Score -1290726 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1290842.500000 Penalty: 3082.678711
	Iteration 19Q: 3 clusters Score -1290842 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1290938.625000 Penalty: 3082.678711
	Iteration 20F: 3 clusters Score -1290939 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1291009.500000 Penalty: 3082.678711
	Iteration 21Q: 3 clusters Score -1291010 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1291062.500000 Penalty: 3082.678711
	Iteration 22Q: 3 clusters Score -1291062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1291106.875000 Penalty: 3082.678711
	Iteration 23Q: 3 clusters Score -1291107 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1291151.125000 Penalty: 3082.678711
	Iteration 24Q: 3 clusters Score -1291151 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1291193.625000 Penalty: 3082.678711
	Iteration 25Q: 3 clusters Score -1291194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1291232.000000 Penalty: 3082.678711
	Iteration 26Q: 3 clusters Score -1291232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1291266.125000 Penalty: 3082.678711
	Iteration 27Q: 3 clusters Score -1291266 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1291293.750000 Penalty: 3082.678711
	Iteration 28Q: 3 clusters Score -1291294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1291322.125000 Penalty: 3082.678711
	Iteration 29Q: 3 clusters Score -1291322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1291348.875000 Penalty: 3082.678711
	Iteration 30Q: 3 clusters Score -1291349 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1291377.000000 Penalty: 3082.678711
	Iteration 31Q: 3 clusters Score -1291377 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1291399.875000 Penalty: 3082.678711
	Iteration 32Q: 3 clusters Score -1291400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1291416.625000 Penalty: 3082.678711
	Iteration 33Q: 3 clusters Score -1291417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1291435.250000 Penalty: 3082.678711
	Iteration 34Q: 3 clusters Score -1291435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1291450.750000 Penalty: 3082.678711
	Iteration 35Q: 3 clusters Score -1291451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1291466.750000 Penalty: 3082.678711
	Iteration 36Q: 3 clusters Score -1291467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1291477.875000 Penalty: 3082.678711
	Iteration 37Q: 3 clusters Score -1291478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1291490.875000 Penalty: 3082.678711
	Iteration 38Q: 3 clusters Score -1291491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1291497.375000 Penalty: 3082.678711
	Iteration 39Q: 3 clusters Score -1291497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1291507.875000 Penalty: 3082.678711
	Iteration 40F: 3 clusters Score -1291508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1291508.375000 Penalty: 3082.678711
	Iteration 41Q: 3 clusters Score -1291508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1291517.000000 Penalty: 3082.678711
	Iteration 42Q: 3 clusters Score -1291517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1291521.125000 Penalty: 3082.678711
	Iteration 43Q: 3 clusters Score -1291521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1291521.000000 Penalty: 3082.678711
	Iteration 44Q: 3 clusters Score -1291521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1291525.375000 Penalty: 3082.678711
	Iteration 45Q: 3 clusters Score -1291525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1291531.000000 Penalty: 3082.678711
	Iteration 46Q: 3 clusters Score -1291531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1291534.250000 Penalty: 3082.678711
	Iteration 47Q: 3 clusters Score -1291534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1291532.125000 Penalty: 3082.678711
	Iteration 48Q: 3 clusters Score -1291532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1291531.750000 Penalty: 3082.678711
	Iteration 49Q: 3 clusters Score -1291532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1291531.500000 Penalty: 3082.678711
	Iteration 50Q: 3 clusters Score -1291532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1291535.625000 Penalty: 3082.678711
	Iteration 51Q: 3 clusters Score -1291536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1291539.000000 Penalty: 3082.678711
	Iteration 52Q: 3 clusters Score -1291539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1291541.375000 Penalty: 3082.678711
	Iteration 53Q: 3 clusters Score -1291541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1291544.375000 Penalty: 3082.678711
	Iteration 54Q: 3 clusters Score -1291544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1291548.750000 Penalty: 3082.678711
	Iteration 55Q: 3 clusters Score -1291549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1291552.375000 Penalty: 3082.678711
	Iteration 56Q: 3 clusters Score -1291552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1291553.625000 Penalty: 3082.678711
	Iteration 57Q: 3 clusters Score -1291554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1291558.000000 Penalty: 3082.678711
	Iteration 58Q: 3 clusters Score -1291558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1291556.375000 Penalty: 3082.678711
	Iteration 59Q: 3 clusters Score -1291556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1291556.375000 Penalty: 3082.678711
	Iteration 60F: 3 clusters Score -1291556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1291560.000000 Penalty: 3082.678711
	Iteration 61Q: 3 clusters Score -1291560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1291562.875000 Penalty: 3082.678711
	Iteration 62Q: 3 clusters Score -1291563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1291561.125000 Penalty: 3082.678711
	Iteration 63Q: 3 clusters Score -1291561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1291562.125000 Penalty: 3082.678711
	Iteration 64Q: 3 clusters Score -1291562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1291564.250000 Penalty: 3082.678711
	Iteration 65Q: 3 clusters Score -1291564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1291562.875000 Penalty: 3082.678711
	Iteration 66Q: 3 clusters Score -1291563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1291563.250000 Penalty: 3082.678711
	Iteration 67Q: 3 clusters Score -1291563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1291565.500000 Penalty: 3082.678711
	Iteration 68Q: 3 clusters Score -1291566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1291566.625000 Penalty: 3082.678711
	Iteration 69Q: 3 clusters Score -1291567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1291563.375000 Penalty: 3082.678711
	Iteration 70Q: 3 clusters Score -1291563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1291568.375000 Penalty: 3082.678711
	Iteration 71Q: 3 clusters Score -1291568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1291571.875000 Penalty: 3082.678711
	Iteration 72Q: 3 clusters Score -1291572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1291572.000000 Penalty: 3082.678711
	Iteration 73Q: 3 clusters Score -1291572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1291576.500000 Penalty: 3082.678711
	Iteration 74Q: 3 clusters Score -1291576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1291575.375000 Penalty: 3082.678711
	Iteration 75Q: 3 clusters Score -1291575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1291573.625000 Penalty: 3082.678711
	Iteration 76Q: 3 clusters Score -1291574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1291576.875000 Penalty: 3082.678711
	Iteration 77Q: 3 clusters Score -1291577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1291574.250000 Penalty: 3082.678711
	Iteration 78Q: 3 clusters Score -1291574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1291580.000000 Penalty: 3082.678711
	Iteration 79Q: 3 clusters Score -1291580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1291580.625000 Penalty: 3082.678711
	Iteration 80F: 3 clusters Score -1291581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1291588.500000 Penalty: 3082.678711
	Iteration 81Q: 3 clusters Score -1291588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1291595.875000 Penalty: 3082.678711
	Iteration 82Q: 3 clusters Score -1291596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1291608.000000 Penalty: 3082.678711
	Iteration 83Q: 3 clusters Score -1291608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1291619.875000 Penalty: 3082.678711
	Iteration 84Q: 3 clusters Score -1291620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1291632.875000 Penalty: 3082.678711
	Iteration 85Q: 3 clusters Score -1291633 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1291648.750000 Penalty: 3082.678711
	Iteration 86Q: 3 clusters Score -1291649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1291660.125000 Penalty: 3082.678711
	Iteration 87Q: 3 clusters Score -1291660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1291668.875000 Penalty: 3082.678711
	Iteration 88Q: 3 clusters Score -1291669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1291679.750000 Penalty: 3082.678711
	Iteration 89Q: 3 clusters Score -1291680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1291687.125000 Penalty: 3082.678711
	Iteration 90Q: 3 clusters Score -1291687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1291691.625000 Penalty: 3082.678711
	Iteration 91Q: 3 clusters Score -1291692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1291695.375000 Penalty: 3082.678711
	Iteration 92Q: 3 clusters Score -1291695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1291699.375000 Penalty: 3082.678711
	Iteration 93Q: 3 clusters Score -1291699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1291702.500000 Penalty: 3082.678711
	Iteration 94Q: 3 clusters Score -1291702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1291704.000000 Penalty: 3082.678711
	Iteration 95Q: 3 clusters Score -1291704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1291706.750000 Penalty: 3082.678711
	Iteration 96Q: 3 clusters Score -1291707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1291712.375000 Penalty: 3082.678711
	Iteration 97Q: 3 clusters Score -1291712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1291711.625000 Penalty: 3082.678711
	Iteration 98Q: 3 clusters Score -1291712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1291716.250000 Penalty: 3082.678711
	Iteration 99Q: 3 clusters Score -1291716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1291718.500000 Penalty: 3082.678711
	Iteration 100F: 3 clusters Score -1291718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1291721.125000 Penalty: 3082.678711
	Iteration 101Q: 3 clusters Score -1291721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1291722.000000 Penalty: 3082.678711
	Iteration 102Q: 3 clusters Score -1291722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1291727.875000 Penalty: 3082.678711
	Iteration 103Q: 3 clusters Score -1291728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1291729.625000 Penalty: 3082.678711
	Iteration 104Q: 3 clusters Score -1291730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1291732.250000 Penalty: 3082.678711
	Iteration 105Q: 3 clusters Score -1291732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1291727.875000 Penalty: 3082.678711
	Iteration 106Q: 3 clusters Score -1291728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1291736.875000 Penalty: 3082.678711
	Iteration 107Q: 3 clusters Score -1291737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1291736.500000 Penalty: 3082.678711
	Iteration 108Q: 3 clusters Score -1291736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1291738.500000 Penalty: 3082.678711
	Iteration 109Q: 3 clusters Score -1291738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1291740.500000 Penalty: 3082.678711
	Iteration 110Q: 3 clusters Score -1291740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1291742.125000 Penalty: 3082.678711
	Iteration 111Q: 3 clusters Score -1291742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1291743.000000 Penalty: 3082.678711
	Iteration 112Q: 3 clusters Score -1291743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1291746.000000 Penalty: 3082.678711
	Iteration 113Q: 3 clusters Score -1291746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1291742.125000 Penalty: 3082.678711
	Iteration 114Q: 3 clusters Score -1291742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1291745.250000 Penalty: 3082.678711
	Iteration 115Q: 3 clusters Score -1291745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1291746.500000 Penalty: 3082.678711
	Iteration 116Q: 3 clusters Score -1291746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1291751.250000 Penalty: 3082.678711
	Iteration 117Q: 3 clusters Score -1291751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1291750.500000 Penalty: 3082.678711
	Iteration 118Q: 3 clusters Score -1291750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1291748.250000 Penalty: 3082.678711
	Iteration 119Q: 3 clusters Score -1291748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1291749.375000 Penalty: 3082.678711
	Iteration 120F: 3 clusters Score -1291749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1291749.375000 Penalty: 3082.678711
	Iteration 121Q: 3 clusters Score -1291749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1291747.375000 Penalty: 3082.678711
	Iteration 122Q: 3 clusters Score -1291747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1291748.500000 Penalty: 3082.678711
	Iteration 123Q: 3 clusters Score -1291748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1291749.250000 Penalty: 3082.678711
	Iteration 124Q: 3 clusters Score -1291749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1291750.500000 Penalty: 3082.678711
	Iteration 125Q: 3 clusters Score -1291750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1291754.875000 Penalty: 3082.678711
	Iteration 126Q: 3 clusters Score -1291755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1291758.750000 Penalty: 3082.678711
	Iteration 127Q: 3 clusters Score -1291759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1291755.625000 Penalty: 3082.678711
	Iteration 128Q: 3 clusters Score -1291756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1291759.125000 Penalty: 3082.678711
	Iteration 129Q: 3 clusters Score -1291759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1291756.500000 Penalty: 3082.678711
	Iteration 130Q: 3 clusters Score -1291756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1291757.000000 Penalty: 3082.678711
	Iteration 131Q: 3 clusters Score -1291757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1291758.625000 Penalty: 3082.678711
	Iteration 132Q: 3 clusters Score -1291759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1291760.125000 Penalty: 3082.678711
	Iteration 133Q: 3 clusters Score -1291760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1291759.000000 Penalty: 3082.678711
	Iteration 134Q: 3 clusters Score -1291759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1291762.125000 Penalty: 3082.678711
	Iteration 135Q: 3 clusters Score -1291762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1291764.125000 Penalty: 3082.678711
	Iteration 136Q: 3 clusters Score -1291764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1291761.625000 Penalty: 3082.678711
	Iteration 137Q: 3 clusters Score -1291762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1291764.500000 Penalty: 3082.678711
	Iteration 138Q: 3 clusters Score -1291764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1291764.500000 Penalty: 3082.678711
	Iteration 139F: 3 clusters Score -1291764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Entering Unmasked Estep 
Score: -594258.312500 Penalty: 1412.256714
	Iteration 0F: 2 clusters Score -594258.3 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 2959 members 
Entering Unmasked Estep 
Score: -589740.125000 Penalty: 2824.513428
	Iteration 0F: 3 clusters Score -589740.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -591070.125000 Penalty: 2824.513428
	Iteration 1F: 3 clusters Score -591070.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -591382.562500 Penalty: 2824.513428
	Iteration 2F: 3 clusters Score -591382.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -591710.375000 Penalty: 2824.513428
	Iteration 3F: 3 clusters Score -591710.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -592074.687500 Penalty: 2824.513428
	Iteration 4F: 3 clusters Score -592074.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -592394.187500 Penalty: 2824.513428
	Iteration 5F: 3 clusters Score -592394.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -592623.125000 Penalty: 2824.513428
	Iteration 6F: 3 clusters Score -592623.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -592808.250000 Penalty: 2824.513428
	Iteration 7Q: 3 clusters Score -592808.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -592968.250000 Penalty: 2824.513428
	Iteration 8Q: 3 clusters Score -592968.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -593083.187500 Penalty: 2824.513428
	Iteration 9Q: 3 clusters Score -593083.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -593173.375000 Penalty: 2824.513428
	Iteration 10Q: 3 clusters Score -593173.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -593269.875000 Penalty: 2824.513428
	Iteration 11Q: 3 clusters Score -593269.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -593366.062500 Penalty: 2824.513428
	Iteration 12Q: 3 clusters Score -593366.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -593441.750000 Penalty: 2824.513428
	Iteration 13Q: 3 clusters Score -593441.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -593501.437500 Penalty: 2824.513428
	Iteration 14Q: 3 clusters Score -593501.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -593560.500000 Penalty: 2824.513428
	Iteration 15Q: 3 clusters Score -593560.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -593603.187500 Penalty: 2824.513428
	Iteration 16Q: 3 clusters Score -593603.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -593634.437500 Penalty: 2824.513428
	Iteration 17Q: 3 clusters Score -593634.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -593666.000000 Penalty: 2824.513428
	Iteration 18Q: 3 clusters Score -593666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -593691.500000 Penalty: 2824.513428
	Iteration 19Q: 3 clusters Score -593691.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -593713.312500 Penalty: 2824.513428
	Iteration 20F: 3 clusters Score -593713.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -593729.500000 Penalty: 2824.513428
	Iteration 21Q: 3 clusters Score -593729.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -593746.937500 Penalty: 2824.513428
	Iteration 22Q: 3 clusters Score -593746.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -593751.375000 Penalty: 2824.513428
	Iteration 23Q: 3 clusters Score -593751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -593757.875000 Penalty: 2824.513428
	Iteration 24Q: 3 clusters Score -593757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -593763.312500 Penalty: 2824.513428
	Iteration 25Q: 3 clusters Score -593763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -593766.437500 Penalty: 2824.513428
	Iteration 26Q: 3 clusters Score -593766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -593767.500000 Penalty: 2824.513428
	Iteration 27Q: 3 clusters Score -593767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -593768.375000 Penalty: 2824.513428
	Iteration 28Q: 3 clusters Score -593768.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -593768.375000 Penalty: 2824.513428
	Iteration 29F: 3 clusters Score -593768.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Entering Unmasked Estep 
Score: -4276975.500000 Penalty: 1733.440430
	Iteration 0F: 2 clusters Score -4276976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4248366.000000 Penalty: 3466.880859
	Iteration 0F: 3 clusters Score -4248366 nChanged 19959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4259256.000000 Penalty: 3466.880859
	Iteration 1F: 3 clusters Score -4259256 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4259566.500000 Penalty: 3466.880859
	Iteration 2Q: 3 clusters Score -4259566 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -4259881.000000 Penalty: 3466.880859
	Iteration 3Q: 3 clusters Score -4259881 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4260268.500000 Penalty: 3466.880859
	Iteration 4Q: 3 clusters Score -4260268 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4260696.500000 Penalty: 3466.880859
	Iteration 5Q: 3 clusters Score -4260696 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -4261314.000000 Penalty: 3466.880859
	Iteration 6Q: 3 clusters Score -4261314 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4262258.500000 Penalty: 3466.880859
	Iteration 7Q: 3 clusters Score -4262258 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4263743.500000 Penalty: 3466.880859
	Iteration 8F: 3 clusters Score -4263744 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4265829.500000 Penalty: 3466.880859
	Iteration 9F: 3 clusters Score -4265830 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -4268604.000000 Penalty: 3466.880859
	Iteration 10F: 3 clusters Score -4268604 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -4271460.000000 Penalty: 3466.880859
	Iteration 11F: 3 clusters Score -4271460 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -4273669.000000 Penalty: 3466.880859
	Iteration 12F: 3 clusters Score -4273669 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -4274816.500000 Penalty: 3466.880859
	Iteration 13Q: 3 clusters Score -4274816 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -4275187.000000 Penalty: 3466.880859
	Iteration 14Q: 3 clusters Score -4275187 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -4275305.500000 Penalty: 3466.880859
	Iteration 15Q: 3 clusters Score -4275306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -4275359.500000 Penalty: 3466.880859
	Iteration 16Q: 3 clusters Score -4275360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -4275396.000000 Penalty: 3466.880859
	Iteration 17Q: 3 clusters Score -4275396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -4275409.000000 Penalty: 3466.880859
	Iteration 18Q: 3 clusters Score -4275409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -4275424.000000 Penalty: 3466.880859
	Iteration 19Q: 3 clusters Score -4275424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -4275428.000000 Penalty: 3466.880859
	Iteration 20F: 3 clusters Score -4275428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -4275428.000000 Penalty: 3466.880859
	Iteration 21Q: 3 clusters Score -4275428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -4275431.000000 Penalty: 3466.880859
	Iteration 22Q: 3 clusters Score -4275431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -4275433.500000 Penalty: 3466.880859
	Iteration 23Q: 3 clusters Score -4275434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -4275433.500000 Penalty: 3466.880859
	Iteration 24F: 3 clusters Score -4275434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Entering Unmasked Estep 
Score: -349635.343750 Penalty: 1332.992432
	Iteration 0F: 2 clusters Score -349635.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -346488.062500 Penalty: 2665.984863
	Iteration 0F: 3 clusters Score -346488.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -347334.375000 Penalty: 2665.984863
	Iteration 1F: 3 clusters Score -347334.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -347523.750000 Penalty: 2665.984863
	Iteration 2F: 3 clusters Score -347523.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -347651.750000 Penalty: 2665.984863
	Iteration 3F: 3 clusters Score -347651.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -347739.281250 Penalty: 2665.984863
	Iteration 4Q: 3 clusters Score -347739.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -347805.843750 Penalty: 2665.984863
	Iteration 5Q: 3 clusters Score -347805.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -347847.593750 Penalty: 2665.984863
	Iteration 6Q: 3 clusters Score -347847.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -347890.937500 Penalty: 2665.984863
	Iteration 7Q: 3 clusters Score -347890.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -347935.593750 Penalty: 2665.984863
	Iteration 8Q: 3 clusters Score -347935.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -347977.781250 Penalty: 2665.984863
	Iteration 9Q: 3 clusters Score -347977.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -348046.875000 Penalty: 2665.984863
	Iteration 10Q: 3 clusters Score -348046.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -348178.187500 Penalty: 2665.984863
	Iteration 11Q: 3 clusters Score -348178.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -348362.687500 Penalty: 2665.984863
	Iteration 12Q: 3 clusters Score -348362.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -348522.031250 Penalty: 2665.984863
	Iteration 13Q: 3 clusters Score -348522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -348598.250000 Penalty: 2665.984863
	Iteration 14Q: 3 clusters Score -348598.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -348663.125000 Penalty: 2665.984863
	Iteration 15Q: 3 clusters Score -348663.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -348722.500000 Penalty: 2665.984863
	Iteration 16Q: 3 clusters Score -348722.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -348775.906250 Penalty: 2665.984863
	Iteration 17Q: 3 clusters Score -348775.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -348814.593750 Penalty: 2665.984863
	Iteration 18Q: 3 clusters Score -348814.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -348854.468750 Penalty: 2665.984863
	Iteration 19Q: 3 clusters Score -348854.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -348903.593750 Penalty: 2665.984863
	Iteration 20F: 3 clusters Score -348903.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -348969.812500 Penalty: 2665.984863
	Iteration 21Q: 3 clusters Score -348969.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -349071.187500 Penalty: 2665.984863
	Iteration 22Q: 3 clusters Score -349071.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -349170.375000 Penalty: 2665.984863
	Iteration 23Q: 3 clusters Score -349170.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -349269.031250 Penalty: 2665.984863
	Iteration 24Q: 3 clusters Score -349269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -349383.125000 Penalty: 2665.984863
	Iteration 25Q: 3 clusters Score -349383.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -349493.906250 Penalty: 2665.984863
	Iteration 26Q: 3 clusters Score -349493.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -349582.750000 Penalty: 2665.984863
	Iteration 27Q: 3 clusters Score -349582.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -349642.343750 Penalty: 2665.984863
	Iteration 28Q: 3 clusters Score -349642.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -349667.656250 Penalty: 2665.984863
	Iteration 29Q: 3 clusters Score -349667.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -349683.062500 Penalty: 2665.984863
	Iteration 30Q: 3 clusters Score -349683.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -349692.687500 Penalty: 2665.984863
	Iteration 31Q: 3 clusters Score -349692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -349695.625000 Penalty: 2665.984863
	Iteration 32Q: 3 clusters Score -349695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -349699.718750 Penalty: 2665.984863
	Iteration 33Q: 3 clusters Score -349699.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -349702.906250 Penalty: 2665.984863
	Iteration 34Q: 3 clusters Score -349702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -349705.125000 Penalty: 2665.984863
	Iteration 35Q: 3 clusters Score -349705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -349706.843750 Penalty: 2665.984863
	Iteration 36Q: 3 clusters Score -349706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -349706.812500 Penalty: 2665.984863
	Iteration 37Q: 3 clusters Score -349706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -349708.468750 Penalty: 2665.984863
	Iteration 38F: 3 clusters Score -349708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -349709.156250 Penalty: 2665.984863
	Iteration 39Q: 3 clusters Score -349709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -349710.875000 Penalty: 2665.984863
	Iteration 40F: 3 clusters Score -349710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15635 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13163 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42930 members 
Mstep: Class 8 contains 2092 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 106881 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 122447 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 26141 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15826 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 22018 members 
Mstep: Class 26 contains 1560 members 
Entering Unmasked Estep 
Score: -52414080.000000 Penalty: 55808.535156
Splitting cluster 8 changes total score from -52414816.000000 to -52414080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Entering Unmasked Estep 
Score: -999945.125000 Penalty: 1498.618774
	Iteration 0F: 2 clusters Score -999945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -992722.187500 Penalty: 2997.237549
	Iteration 0F: 3 clusters Score -992722.2 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -995007.437500 Penalty: 2997.237549
	Iteration 1F: 3 clusters Score -995007.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -995257.250000 Penalty: 2997.237549
	Iteration 2F: 3 clusters Score -995257.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -995455.125000 Penalty: 2997.237549
	Iteration 3Q: 3 clusters Score -995455.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -995662.812500 Penalty: 2997.237549
	Iteration 4Q: 3 clusters Score -995662.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -995850.375000 Penalty: 2997.237549
	Iteration 5Q: 3 clusters Score -995850.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -996032.000000 Penalty: 2997.237549
	Iteration 6Q: 3 clusters Score -996032 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -996186.500000 Penalty: 2997.237549
	Iteration 7Q: 3 clusters Score -996186.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -996333.875000 Penalty: 2997.237549
	Iteration 8Q: 3 clusters Score -996333.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -996528.312500 Penalty: 2997.237549
	Iteration 9Q: 3 clusters Score -996528.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -996751.875000 Penalty: 2997.237549
	Iteration 10Q: 3 clusters Score -996751.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -997014.625000 Penalty: 2997.237549
	Iteration 11Q: 3 clusters Score -997014.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -997278.812500 Penalty: 2997.237549
	Iteration 12Q: 3 clusters Score -997278.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -997505.812500 Penalty: 2997.237549
	Iteration 13Q: 3 clusters Score -997505.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -997692.000000 Penalty: 2997.237549
	Iteration 14Q: 3 clusters Score -997692 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -997850.250000 Penalty: 2997.237549
	Iteration 15Q: 3 clusters Score -997850.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -997992.187500 Penalty: 2997.237549
	Iteration 16Q: 3 clusters Score -997992.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -998128.375000 Penalty: 2997.237549
	Iteration 17Q: 3 clusters Score -998128.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -998228.000000 Penalty: 2997.237549
	Iteration 18Q: 3 clusters Score -998228 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -998331.687500 Penalty: 2997.237549
	Iteration 19Q: 3 clusters Score -998331.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -998415.875000 Penalty: 2997.237549
	Iteration 20F: 3 clusters Score -998415.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -998483.875000 Penalty: 2997.237549
	Iteration 21Q: 3 clusters Score -998483.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -998528.062500 Penalty: 2997.237549
	Iteration 22Q: 3 clusters Score -998528.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -998558.812500 Penalty: 2997.237549
	Iteration 23Q: 3 clusters Score -998558.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -998581.187500 Penalty: 2997.237549
	Iteration 24Q: 3 clusters Score -998581.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -998592.187500 Penalty: 2997.237549
	Iteration 25Q: 3 clusters Score -998592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -998594.937500 Penalty: 2997.237549
	Iteration 26Q: 3 clusters Score -998594.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -998601.875000 Penalty: 2997.237549
	Iteration 27Q: 3 clusters Score -998601.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -998612.500000 Penalty: 2997.237549
	Iteration 28Q: 3 clusters Score -998612.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -998613.937500 Penalty: 2997.237549
	Iteration 29Q: 3 clusters Score -998613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -998615.500000 Penalty: 2997.237549
	Iteration 30Q: 3 clusters Score -998615.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -998615.937500 Penalty: 2997.237549
	Iteration 31Q: 3 clusters Score -998615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -998615.437500 Penalty: 2997.237549
	Iteration 32Q: 3 clusters Score -998615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -998616.187500 Penalty: 2997.237549
	Iteration 33Q: 3 clusters Score -998616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -998617.500000 Penalty: 2997.237549
	Iteration 34Q: 3 clusters Score -998617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -998622.375000 Penalty: 2997.237549
	Iteration 35Q: 3 clusters Score -998622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -998626.437500 Penalty: 2997.237549
	Iteration 36Q: 3 clusters Score -998626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -998632.500000 Penalty: 2997.237549
	Iteration 37Q: 3 clusters Score -998632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -998637.625000 Penalty: 2997.237549
	Iteration 38Q: 3 clusters Score -998637.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -998643.312500 Penalty: 2997.237549
	Iteration 39Q: 3 clusters Score -998643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -998646.875000 Penalty: 2997.237549
	Iteration 40F: 3 clusters Score -998646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -998648.500000 Penalty: 2997.237549
	Iteration 41Q: 3 clusters Score -998648.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -998649.875000 Penalty: 2997.237549
	Iteration 42Q: 3 clusters Score -998649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -998651.250000 Penalty: 2997.237549
	Iteration 43Q: 3 clusters Score -998651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -998651.687500 Penalty: 2997.237549
	Iteration 44Q: 3 clusters Score -998651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -998652.625000 Penalty: 2997.237549
	Iteration 45Q: 3 clusters Score -998652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -998656.000000 Penalty: 2997.237549
	Iteration 46Q: 3 clusters Score -998656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -998657.125000 Penalty: 2997.237549
	Iteration 47Q: 3 clusters Score -998657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -998658.250000 Penalty: 2997.237549
	Iteration 48Q: 3 clusters Score -998658.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -998662.312500 Penalty: 2997.237549
	Iteration 49Q: 3 clusters Score -998662.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -998664.500000 Penalty: 2997.237549
	Iteration 50Q: 3 clusters Score -998664.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -998670.875000 Penalty: 2997.237549
	Iteration 51Q: 3 clusters Score -998670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -998673.875000 Penalty: 2997.237549
	Iteration 52Q: 3 clusters Score -998673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -998680.500000 Penalty: 2997.237549
	Iteration 53Q: 3 clusters Score -998680.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -998680.000000 Penalty: 2997.237549
	Iteration 54Q: 3 clusters Score -998680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -998684.875000 Penalty: 2997.237549
	Iteration 55Q: 3 clusters Score -998684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -998685.750000 Penalty: 2997.237549
	Iteration 56Q: 3 clusters Score -998685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -998690.125000 Penalty: 2997.237549
	Iteration 57Q: 3 clusters Score -998690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -998691.000000 Penalty: 2997.237549
	Iteration 58Q: 3 clusters Score -998691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -998693.375000 Penalty: 2997.237549
	Iteration 59Q: 3 clusters Score -998693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -998694.125000 Penalty: 2997.237549
	Iteration 60F: 3 clusters Score -998694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -339935.687500 Penalty: 1329.756714
	Iteration 0F: 2 clusters Score -339935.7 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 1806 members 
Entering Unmasked Estep 
Score: -336877.375000 Penalty: 2659.513428
	Iteration 0F: 3 clusters Score -336877.4 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -337700.750000 Penalty: 2659.513428
	Iteration 1F: 3 clusters Score -337700.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -337878.125000 Penalty: 2659.513428
	Iteration 2F: 3 clusters Score -337878.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -338005.437500 Penalty: 2659.513428
	Iteration 3F: 3 clusters Score -338005.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -338103.468750 Penalty: 2659.513428
	Iteration 4Q: 3 clusters Score -338103.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -338174.937500 Penalty: 2659.513428
	Iteration 5Q: 3 clusters Score -338174.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -338227.187500 Penalty: 2659.513428
	Iteration 6Q: 3 clusters Score -338227.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -338268.093750 Penalty: 2659.513428
	Iteration 7Q: 3 clusters Score -338268.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -338323.437500 Penalty: 2659.513428
	Iteration 8Q: 3 clusters Score -338323.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -338388.531250 Penalty: 2659.513428
	Iteration 9Q: 3 clusters Score -338388.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -338435.750000 Penalty: 2659.513428
	Iteration 10Q: 3 clusters Score -338435.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -338476.125000 Penalty: 2659.513428
	Iteration 11Q: 3 clusters Score -338476.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -338518.906250 Penalty: 2659.513428
	Iteration 12Q: 3 clusters Score -338518.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -338551.343750 Penalty: 2659.513428
	Iteration 13Q: 3 clusters Score -338551.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -338579.125000 Penalty: 2659.513428
	Iteration 14Q: 3 clusters Score -338579.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -338598.000000 Penalty: 2659.513428
	Iteration 15Q: 3 clusters Score -338598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -338609.312500 Penalty: 2659.513428
	Iteration 16Q: 3 clusters Score -338609.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -338618.718750 Penalty: 2659.513428
	Iteration 17Q: 3 clusters Score -338618.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -338624.750000 Penalty: 2659.513428
	Iteration 18Q: 3 clusters Score -338624.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -338632.781250 Penalty: 2659.513428
	Iteration 19Q: 3 clusters Score -338632.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -338638.250000 Penalty: 2659.513428
	Iteration 20F: 3 clusters Score -338638.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -338644.687500 Penalty: 2659.513428
	Iteration 21Q: 3 clusters Score -338644.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -338651.062500 Penalty: 2659.513428
	Iteration 22Q: 3 clusters Score -338651.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -338656.437500 Penalty: 2659.513428
	Iteration 23Q: 3 clusters Score -338656.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -338661.343750 Penalty: 2659.513428
	Iteration 24Q: 3 clusters Score -338661.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -338667.375000 Penalty: 2659.513428
	Iteration 25Q: 3 clusters Score -338667.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -338673.218750 Penalty: 2659.513428
	Iteration 26Q: 3 clusters Score -338673.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -338680.375000 Penalty: 2659.513428
	Iteration 27Q: 3 clusters Score -338680.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -338684.000000 Penalty: 2659.513428
	Iteration 28Q: 3 clusters Score -338684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -338688.000000 Penalty: 2659.513428
	Iteration 29Q: 3 clusters Score -338688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -338693.750000 Penalty: 2659.513428
	Iteration 30Q: 3 clusters Score -338693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -338699.843750 Penalty: 2659.513428
	Iteration 31Q: 3 clusters Score -338699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -338703.187500 Penalty: 2659.513428
	Iteration 32Q: 3 clusters Score -338703.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -338707.406250 Penalty: 2659.513428
	Iteration 33Q: 3 clusters Score -338707.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -338710.375000 Penalty: 2659.513428
	Iteration 34Q: 3 clusters Score -338710.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338712.968750 Penalty: 2659.513428
	Iteration 35Q: 3 clusters Score -338713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -338715.125000 Penalty: 2659.513428
	Iteration 36Q: 3 clusters Score -338715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -338718.343750 Penalty: 2659.513428
	Iteration 37Q: 3 clusters Score -338718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -338719.531250 Penalty: 2659.513428
	Iteration 38Q: 3 clusters Score -338719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -338720.937500 Penalty: 2659.513428
	Iteration 39Q: 3 clusters Score -338720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338721.937500 Penalty: 2659.513428
	Iteration 40F: 3 clusters Score -338721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -338722.843750 Penalty: 2659.513428
	Iteration 41Q: 3 clusters Score -338722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -338722.468750 Penalty: 2659.513428
	Iteration 42Q: 3 clusters Score -338722.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -338722.468750 Penalty: 2659.513428
	Iteration 43F: 3 clusters Score -338722.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Entering Unmasked Estep 
Score: -881837.187500 Penalty: 1478.108276
	Iteration 0F: 2 clusters Score -881837.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -875334.437500 Penalty: 2956.216553
	Iteration 0F: 3 clusters Score -875334.4 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -877307.437500 Penalty: 2956.216553
	Iteration 1F: 3 clusters Score -877307.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -877572.125000 Penalty: 2956.216553
	Iteration 2F: 3 clusters Score -877572.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -877778.500000 Penalty: 2956.216553
	Iteration 3F: 3 clusters Score -877778.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -877964.187500 Penalty: 2956.216553
	Iteration 4Q: 3 clusters Score -877964.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -878160.812500 Penalty: 2956.216553
	Iteration 5Q: 3 clusters Score -878160.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -878396.125000 Penalty: 2956.216553
	Iteration 6Q: 3 clusters Score -878396.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -878669.000000 Penalty: 2956.216553
	Iteration 7F: 3 clusters Score -878669 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -879041.562500 Penalty: 2956.216553
	Iteration 8F: 3 clusters Score -879041.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -879439.125000 Penalty: 2956.216553
	Iteration 9F: 3 clusters Score -879439.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -879799.250000 Penalty: 2956.216553
	Iteration 10F: 3 clusters Score -879799.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -880071.500000 Penalty: 2956.216553
	Iteration 11Q: 3 clusters Score -880071.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -880238.812500 Penalty: 2956.216553
	Iteration 12Q: 3 clusters Score -880238.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -880378.125000 Penalty: 2956.216553
	Iteration 13Q: 3 clusters Score -880378.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -880472.125000 Penalty: 2956.216553
	Iteration 14Q: 3 clusters Score -880472.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -880556.125000 Penalty: 2956.216553
	Iteration 15Q: 3 clusters Score -880556.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -880619.187500 Penalty: 2956.216553
	Iteration 16Q: 3 clusters Score -880619.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -880654.937500 Penalty: 2956.216553
	Iteration 17Q: 3 clusters Score -880654.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -880671.937500 Penalty: 2956.216553
	Iteration 18Q: 3 clusters Score -880671.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -880695.562500 Penalty: 2956.216553
	Iteration 19Q: 3 clusters Score -880695.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -880719.312500 Penalty: 2956.216553
	Iteration 20F: 3 clusters Score -880719.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -880732.187500 Penalty: 2956.216553
	Iteration 21Q: 3 clusters Score -880732.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -880746.000000 Penalty: 2956.216553
	Iteration 22Q: 3 clusters Score -880746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -880755.125000 Penalty: 2956.216553
	Iteration 23Q: 3 clusters Score -880755.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -880764.812500 Penalty: 2956.216553
	Iteration 24Q: 3 clusters Score -880764.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -880772.750000 Penalty: 2956.216553
	Iteration 25Q: 3 clusters Score -880772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -880776.562500 Penalty: 2956.216553
	Iteration 26Q: 3 clusters Score -880776.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -880784.312500 Penalty: 2956.216553
	Iteration 27Q: 3 clusters Score -880784.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -880796.187500 Penalty: 2956.216553
	Iteration 28Q: 3 clusters Score -880796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -880803.500000 Penalty: 2956.216553
	Iteration 29Q: 3 clusters Score -880803.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -880805.750000 Penalty: 2956.216553
	Iteration 30Q: 3 clusters Score -880805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -880808.375000 Penalty: 2956.216553
	Iteration 31Q: 3 clusters Score -880808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -880810.750000 Penalty: 2956.216553
	Iteration 32Q: 3 clusters Score -880810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -880812.312500 Penalty: 2956.216553
	Iteration 33Q: 3 clusters Score -880812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -880814.937500 Penalty: 2956.216553
	Iteration 34Q: 3 clusters Score -880814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -880815.062500 Penalty: 2956.216553
	Iteration 35Q: 3 clusters Score -880815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -880815.937500 Penalty: 2956.216553
	Iteration 36Q: 3 clusters Score -880815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -880815.937500 Penalty: 2956.216553
	Iteration 37F: 3 clusters Score -880815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -532929.625000 Penalty: 1402.430786
	Iteration 0F: 2 clusters Score -532929.6 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 2821 members 
Entering Unmasked Estep 
Score: -528520.750000 Penalty: 2804.861572
	Iteration 0F: 3 clusters Score -528520.8 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -529766.625000 Penalty: 2804.861572
	Iteration 1F: 3 clusters Score -529766.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -529949.937500 Penalty: 2804.861572
	Iteration 2F: 3 clusters Score -529949.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -530102.937500 Penalty: 2804.861572
	Iteration 3F: 3 clusters Score -530102.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -530253.625000 Penalty: 2804.861572
	Iteration 4Q: 3 clusters Score -530253.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -530452.000000 Penalty: 2804.861572
	Iteration 5Q: 3 clusters Score -530452 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -530670.062500 Penalty: 2804.861572
	Iteration 6Q: 3 clusters Score -530670.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -530910.750000 Penalty: 2804.861572
	Iteration 7Q: 3 clusters Score -530910.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -531147.312500 Penalty: 2804.861572
	Iteration 8F: 3 clusters Score -531147.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -531416.937500 Penalty: 2804.861572
	Iteration 9F: 3 clusters Score -531416.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -531644.625000 Penalty: 2804.861572
	Iteration 10F: 3 clusters Score -531644.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -531834.562500 Penalty: 2804.861572
	Iteration 11Q: 3 clusters Score -531834.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -531963.625000 Penalty: 2804.861572
	Iteration 12Q: 3 clusters Score -531963.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -532054.250000 Penalty: 2804.861572
	Iteration 13Q: 3 clusters Score -532054.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -532107.437500 Penalty: 2804.861572
	Iteration 14Q: 3 clusters Score -532107.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -532135.187500 Penalty: 2804.861572
	Iteration 15Q: 3 clusters Score -532135.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -532155.125000 Penalty: 2804.861572
	Iteration 16Q: 3 clusters Score -532155.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -532167.625000 Penalty: 2804.861572
	Iteration 17Q: 3 clusters Score -532167.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -532175.875000 Penalty: 2804.861572
	Iteration 18Q: 3 clusters Score -532175.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -532180.562500 Penalty: 2804.861572
	Iteration 19Q: 3 clusters Score -532180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -532183.062500 Penalty: 2804.861572
	Iteration 20F: 3 clusters Score -532183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -532184.187500 Penalty: 2804.861572
	Iteration 21Q: 3 clusters Score -532184.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -532185.125000 Penalty: 2804.861572
	Iteration 22Q: 3 clusters Score -532185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -532186.937500 Penalty: 2804.861572
	Iteration 23Q: 3 clusters Score -532186.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -532188.375000 Penalty: 2804.861572
	Iteration 24Q: 3 clusters Score -532188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -532190.562500 Penalty: 2804.861572
	Iteration 25Q: 3 clusters Score -532190.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -532193.125000 Penalty: 2804.861572
	Iteration 26Q: 3 clusters Score -532193.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -532195.062500 Penalty: 2804.861572
	Iteration 27Q: 3 clusters Score -532195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -532195.062500 Penalty: 2804.861572
	Iteration 28Q: 3 clusters Score -532195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -532195.062500 Penalty: 2804.861572
	Iteration 29F: 3 clusters Score -532195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (106881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106881 members 
Entering Unmasked Estep 
Score: -10599127.000000 Penalty: 1881.664185
	Iteration 0F: 2 clusters Score -1.059913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -10527996.000000 Penalty: 3763.328369
	Iteration 0F: 3 clusters Score -1.0528e+07 nChanged 51270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -10557685.000000 Penalty: 3763.328369
	Iteration 1F: 3 clusters Score -1.055768e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -10558195.000000 Penalty: 3763.328369
	Iteration 2Q: 3 clusters Score -1.05582e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -10558939.000000 Penalty: 3763.328369
	Iteration 3Q: 3 clusters Score -1.055894e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -10559815.000000 Penalty: 3763.328369
	Iteration 4Q: 3 clusters Score -1.055982e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -10561128.000000 Penalty: 3763.328369
	Iteration 5Q: 3 clusters Score -1.056113e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -10563433.000000 Penalty: 3763.328369
	Iteration 6F: 3 clusters Score -1.056343e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -10567413.000000 Penalty: 3763.328369
	Iteration 7F: 3 clusters Score -1.056741e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -10573698.000000 Penalty: 3763.328369
	Iteration 8F: 3 clusters Score -1.05737e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -10581495.000000 Penalty: 3763.328369
	Iteration 9F: 3 clusters Score -1.05815e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97044 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -10588765.000000 Penalty: 3763.328369
	Iteration 10F: 3 clusters Score -1.058876e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -10593738.000000 Penalty: 3763.328369
	Iteration 11Q: 3 clusters Score -1.059374e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104773 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10596147.000000 Penalty: 3763.328369
	Iteration 12Q: 3 clusters Score -1.059615e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10597213.000000 Penalty: 3763.328369
	Iteration 13Q: 3 clusters Score -1.059721e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10597514.000000 Penalty: 3763.328369
	Iteration 14Q: 3 clusters Score -1.059751e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106456 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10597639.000000 Penalty: 3763.328369
	Iteration 15Q: 3 clusters Score -1.059764e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10597676.000000 Penalty: 3763.328369
	Iteration 16Q: 3 clusters Score -1.059768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10597723.000000 Penalty: 3763.328369
	Iteration 17Q: 3 clusters Score -1.059772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10597743.000000 Penalty: 3763.328369
	Iteration 18Q: 3 clusters Score -1.059774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10597760.000000 Penalty: 3763.328369
	Iteration 19Q: 3 clusters Score -1.059776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10597760.000000 Penalty: 3763.328369
	Iteration 20F: 3 clusters Score -1.059776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106606 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10597763.000000 Penalty: 3763.328369
	Iteration 21Q: 3 clusters Score -1.059776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10597762.000000 Penalty: 3763.328369
	Iteration 22Q: 3 clusters Score -1.059776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10597762.000000 Penalty: 3763.328369
	Iteration 23Q: 3 clusters Score -1.059776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10597766.000000 Penalty: 3763.328369
	Iteration 24Q: 3 clusters Score -1.059777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10597766.000000 Penalty: 3763.328369
	Iteration 25F: 3 clusters Score -1.059777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Entering Unmasked Estep 
Score: -1021895.625000 Penalty: 1517.972412
	Iteration 0F: 2 clusters Score -1021896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1013803.500000 Penalty: 3035.944824
	Iteration 0F: 3 clusters Score -1013804 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1016476.375000 Penalty: 3035.944824
	Iteration 1F: 3 clusters Score -1016476 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1016800.750000 Penalty: 3035.944824
	Iteration 2F: 3 clusters Score -1016801 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1017056.312500 Penalty: 3035.944824
	Iteration 3F: 3 clusters Score -1017056 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1017276.000000 Penalty: 3035.944824
	Iteration 4Q: 3 clusters Score -1017276 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1017470.125000 Penalty: 3035.944824
	Iteration 5Q: 3 clusters Score -1017470 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1017643.625000 Penalty: 3035.944824
	Iteration 6Q: 3 clusters Score -1017644 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1017838.500000 Penalty: 3035.944824
	Iteration 7Q: 3 clusters Score -1017838 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1018034.937500 Penalty: 3035.944824
	Iteration 8Q: 3 clusters Score -1018035 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1018252.625000 Penalty: 3035.944824
	Iteration 9Q: 3 clusters Score -1018253 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1018470.750000 Penalty: 3035.944824
	Iteration 10Q: 3 clusters Score -1018471 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1018683.750000 Penalty: 3035.944824
	Iteration 11Q: 3 clusters Score -1018684 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1018904.875000 Penalty: 3035.944824
	Iteration 12Q: 3 clusters Score -1018905 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1019138.875000 Penalty: 3035.944824
	Iteration 13Q: 3 clusters Score -1019139 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1019358.250000 Penalty: 3035.944824
	Iteration 14Q: 3 clusters Score -1019358 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1019543.687500 Penalty: 3035.944824
	Iteration 15Q: 3 clusters Score -1019544 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1019717.375000 Penalty: 3035.944824
	Iteration 16Q: 3 clusters Score -1019717 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1019867.062500 Penalty: 3035.944824
	Iteration 17Q: 3 clusters Score -1019867 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1019989.875000 Penalty: 3035.944824
	Iteration 18Q: 3 clusters Score -1019990 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1020087.875000 Penalty: 3035.944824
	Iteration 19Q: 3 clusters Score -1020088 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1020159.062500 Penalty: 3035.944824
	Iteration 20F: 3 clusters Score -1020159 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1020219.000000 Penalty: 3035.944824
	Iteration 21Q: 3 clusters Score -1020219 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1020270.812500 Penalty: 3035.944824
	Iteration 22Q: 3 clusters Score -1020271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1020316.687500 Penalty: 3035.944824
	Iteration 23Q: 3 clusters Score -1020317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1020356.500000 Penalty: 3035.944824
	Iteration 24Q: 3 clusters Score -1020356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1020391.125000 Penalty: 3035.944824
	Iteration 25Q: 3 clusters Score -1020391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1020429.375000 Penalty: 3035.944824
	Iteration 26Q: 3 clusters Score -1020429 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1020468.437500 Penalty: 3035.944824
	Iteration 27Q: 3 clusters Score -1020468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1020500.000000 Penalty: 3035.944824
	Iteration 28Q: 3 clusters Score -1020500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1020535.875000 Penalty: 3035.944824
	Iteration 29Q: 3 clusters Score -1020536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1020575.687500 Penalty: 3035.944824
	Iteration 30Q: 3 clusters Score -1020576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1020609.187500 Penalty: 3035.944824
	Iteration 31Q: 3 clusters Score -1020609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1020631.625000 Penalty: 3035.944824
	Iteration 32Q: 3 clusters Score -1020632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1020654.125000 Penalty: 3035.944824
	Iteration 33Q: 3 clusters Score -1020654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1020673.125000 Penalty: 3035.944824
	Iteration 34Q: 3 clusters Score -1020673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1020691.812500 Penalty: 3035.944824
	Iteration 35Q: 3 clusters Score -1020692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1020707.312500 Penalty: 3035.944824
	Iteration 36Q: 3 clusters Score -1020707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1020716.375000 Penalty: 3035.944824
	Iteration 37Q: 3 clusters Score -1020716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1020728.437500 Penalty: 3035.944824
	Iteration 38Q: 3 clusters Score -1020728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1020738.437500 Penalty: 3035.944824
	Iteration 39Q: 3 clusters Score -1020738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1020742.375000 Penalty: 3035.944824
	Iteration 40F: 3 clusters Score -1020742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1020745.687500 Penalty: 3035.944824
	Iteration 41Q: 3 clusters Score -1020746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1020752.187500 Penalty: 3035.944824
	Iteration 42Q: 3 clusters Score -1020752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1020755.562500 Penalty: 3035.944824
	Iteration 43Q: 3 clusters Score -1020756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1020758.625000 Penalty: 3035.944824
	Iteration 44Q: 3 clusters Score -1020759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1020759.062500 Penalty: 3035.944824
	Iteration 45Q: 3 clusters Score -1020759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1020760.312500 Penalty: 3035.944824
	Iteration 46Q: 3 clusters Score -1020760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1020761.500000 Penalty: 3035.944824
	Iteration 47Q: 3 clusters Score -1020762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1020763.062500 Penalty: 3035.944824
	Iteration 48Q: 3 clusters Score -1020763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1020763.062500 Penalty: 3035.944824
	Iteration 49F: 3 clusters Score -1020763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Entering Unmasked Estep 
Score: -12138903.000000 Penalty: 1903.757935
	Iteration 0F: 2 clusters Score -1.21389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -12057933.000000 Penalty: 3807.515869
	Iteration 0F: 3 clusters Score -1.205793e+07 nChanged 58922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -12092751.000000 Penalty: 3807.515869
	Iteration 1F: 3 clusters Score -1.209275e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -12093861.000000 Penalty: 3807.515869
	Iteration 2Q: 3 clusters Score -1.209386e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -12095324.000000 Penalty: 3807.515869
	Iteration 3Q: 3 clusters Score -1.209532e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -12097154.000000 Penalty: 3807.515869
	Iteration 4Q: 3 clusters Score -1.209715e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -12099164.000000 Penalty: 3807.515869
	Iteration 5Q: 3 clusters Score -1.209916e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -12101312.000000 Penalty: 3807.515869
	Iteration 6Q: 3 clusters Score -1.210131e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -12103514.000000 Penalty: 3807.515869
	Iteration 7Q: 3 clusters Score -1.210351e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -12105638.000000 Penalty: 3807.515869
	Iteration 8Q: 3 clusters Score -1.210564e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -12107310.000000 Penalty: 3807.515869
	Iteration 9Q: 3 clusters Score -1.210731e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -12108536.000000 Penalty: 3807.515869
	Iteration 10Q: 3 clusters Score -1.210854e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -12109400.000000 Penalty: 3807.515869
	Iteration 11Q: 3 clusters Score -1.21094e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -12110182.000000 Penalty: 3807.515869
	Iteration 12Q: 3 clusters Score -1.211018e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -12110997.000000 Penalty: 3807.515869
	Iteration 13Q: 3 clusters Score -1.2111e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -12111931.000000 Penalty: 3807.515869
	Iteration 14Q: 3 clusters Score -1.211193e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -12113084.000000 Penalty: 3807.515869
	Iteration 15Q: 3 clusters Score -1.211308e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -12114722.000000 Penalty: 3807.515869
	Iteration 16Q: 3 clusters Score -1.211472e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 94259 members 
Entering Unmasked Estep 
Score: -12116778.000000 Penalty: 3807.515869
	Iteration 17Q: 3 clusters Score -1.211678e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -12119576.000000 Penalty: 3807.515869
	Iteration 18Q: 3 clusters Score -1.211958e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 104996 members 
Entering Unmasked Estep 
Score: -12122914.000000 Penalty: 3807.515869
	Iteration 19Q: 3 clusters Score -1.212291e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
Score: -12126872.000000 Penalty: 3807.515869
	Iteration 20F: 3 clusters Score -1.212687e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -12130643.000000 Penalty: 3807.515869
	Iteration 21Q: 3 clusters Score -1.213064e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 118477 members 
Entering Unmasked Estep 
Score: -12133719.000000 Penalty: 3807.515869
	Iteration 22Q: 3 clusters Score -1.213372e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -12135694.000000 Penalty: 3807.515869
	Iteration 23Q: 3 clusters Score -1.213569e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -12136610.000000 Penalty: 3807.515869
	Iteration 24Q: 3 clusters Score -1.213661e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -12136935.000000 Penalty: 3807.515869
	Iteration 25Q: 3 clusters Score -1.213694e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -12137043.000000 Penalty: 3807.515869
	Iteration 26Q: 3 clusters Score -1.213704e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -12137145.000000 Penalty: 3807.515869
	Iteration 27Q: 3 clusters Score -1.213714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 122184 members 
Entering Unmasked Estep 
Score: -12137205.000000 Penalty: 3807.515869
	Iteration 28Q: 3 clusters Score -1.21372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -12137224.000000 Penalty: 3807.515869
	Iteration 29Q: 3 clusters Score -1.213722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -12137238.000000 Penalty: 3807.515869
	Iteration 30Q: 3 clusters Score -1.213724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122208 members 
Entering Unmasked Estep 
Score: -12137238.000000 Penalty: 3807.515869
	Iteration 31Q: 3 clusters Score -1.213724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 122204 members 
Entering Unmasked Estep 
Score: -12137240.000000 Penalty: 3807.515869
	Iteration 32Q: 3 clusters Score -1.213724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 122204 members 
Entering Unmasked Estep 
Score: -12137240.000000 Penalty: 3807.515869
	Iteration 33F: 3 clusters Score -1.213724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -583309.312500 Penalty: 1414.454590
	Iteration 0F: 2 clusters Score -583309.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -578716.062500 Penalty: 2828.909180
	Iteration 0F: 3 clusters Score -578716.1 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -580031.375000 Penalty: 2828.909180
	Iteration 1F: 3 clusters Score -580031.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -580208.000000 Penalty: 2828.909180
	Iteration 2F: 3 clusters Score -580208 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -580341.375000 Penalty: 2828.909180
	Iteration 3Q: 3 clusters Score -580341.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -580463.437500 Penalty: 2828.909180
	Iteration 4Q: 3 clusters Score -580463.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -580570.937500 Penalty: 2828.909180
	Iteration 5Q: 3 clusters Score -580570.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -580679.125000 Penalty: 2828.909180
	Iteration 6Q: 3 clusters Score -580679.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -580792.125000 Penalty: 2828.909180
	Iteration 7Q: 3 clusters Score -580792.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -580905.250000 Penalty: 2828.909180
	Iteration 8Q: 3 clusters Score -580905.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -581015.125000 Penalty: 2828.909180
	Iteration 9Q: 3 clusters Score -581015.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -581131.562500 Penalty: 2828.909180
	Iteration 10Q: 3 clusters Score -581131.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -581255.500000 Penalty: 2828.909180
	Iteration 11Q: 3 clusters Score -581255.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -581369.750000 Penalty: 2828.909180
	Iteration 12Q: 3 clusters Score -581369.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -581445.125000 Penalty: 2828.909180
	Iteration 13Q: 3 clusters Score -581445.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -581509.250000 Penalty: 2828.909180
	Iteration 14Q: 3 clusters Score -581509.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -581570.375000 Penalty: 2828.909180
	Iteration 15Q: 3 clusters Score -581570.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -581626.750000 Penalty: 2828.909180
	Iteration 16Q: 3 clusters Score -581626.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -581691.312500 Penalty: 2828.909180
	Iteration 17Q: 3 clusters Score -581691.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -581742.937500 Penalty: 2828.909180
	Iteration 18Q: 3 clusters Score -581742.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -581797.000000 Penalty: 2828.909180
	Iteration 19Q: 3 clusters Score -581797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -581845.625000 Penalty: 2828.909180
	Iteration 20F: 3 clusters Score -581845.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -581885.000000 Penalty: 2828.909180
	Iteration 21Q: 3 clusters Score -581885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -581912.187500 Penalty: 2828.909180
	Iteration 22Q: 3 clusters Score -581912.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -581931.375000 Penalty: 2828.909180
	Iteration 23Q: 3 clusters Score -581931.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -581948.937500 Penalty: 2828.909180
	Iteration 24Q: 3 clusters Score -581948.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -581963.750000 Penalty: 2828.909180
	Iteration 25Q: 3 clusters Score -581963.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -581975.500000 Penalty: 2828.909180
	Iteration 26Q: 3 clusters Score -581975.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -581986.125000 Penalty: 2828.909180
	Iteration 27Q: 3 clusters Score -581986.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -581996.750000 Penalty: 2828.909180
	Iteration 28Q: 3 clusters Score -581996.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -582009.062500 Penalty: 2828.909180
	Iteration 29Q: 3 clusters Score -582009.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -582025.250000 Penalty: 2828.909180
	Iteration 30Q: 3 clusters Score -582025.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -582036.625000 Penalty: 2828.909180
	Iteration 31Q: 3 clusters Score -582036.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -582049.187500 Penalty: 2828.909180
	Iteration 32Q: 3 clusters Score -582049.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -582058.562500 Penalty: 2828.909180
	Iteration 33Q: 3 clusters Score -582058.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -582065.937500 Penalty: 2828.909180
	Iteration 34Q: 3 clusters Score -582065.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -582070.500000 Penalty: 2828.909180
	Iteration 35Q: 3 clusters Score -582070.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -582074.812500 Penalty: 2828.909180
	Iteration 36Q: 3 clusters Score -582074.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -582081.687500 Penalty: 2828.909180
	Iteration 37Q: 3 clusters Score -582081.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -582086.250000 Penalty: 2828.909180
	Iteration 38Q: 3 clusters Score -582086.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -582090.625000 Penalty: 2828.909180
	Iteration 39Q: 3 clusters Score -582090.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -582095.625000 Penalty: 2828.909180
	Iteration 40F: 3 clusters Score -582095.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -582098.437500 Penalty: 2828.909180
	Iteration 41Q: 3 clusters Score -582098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -582101.750000 Penalty: 2828.909180
	Iteration 42Q: 3 clusters Score -582101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -582107.187500 Penalty: 2828.909180
	Iteration 43Q: 3 clusters Score -582107.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -582113.937500 Penalty: 2828.909180
	Iteration 44Q: 3 clusters Score -582113.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -582117.437500 Penalty: 2828.909180
	Iteration 45Q: 3 clusters Score -582117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -582118.875000 Penalty: 2828.909180
	Iteration 46Q: 3 clusters Score -582118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -582117.562500 Penalty: 2828.909180
	Iteration 47Q: 3 clusters Score -582117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -582119.687500 Penalty: 2828.909180
	Iteration 48Q: 3 clusters Score -582119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -582120.750000 Penalty: 2828.909180
	Iteration 49Q: 3 clusters Score -582120.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -582121.250000 Penalty: 2828.909180
	Iteration 50Q: 3 clusters Score -582121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -582122.687500 Penalty: 2828.909180
	Iteration 51Q: 3 clusters Score -582122.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -582122.937500 Penalty: 2828.909180
	Iteration 52Q: 3 clusters Score -582122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -582122.750000 Penalty: 2828.909180
	Iteration 53Q: 3 clusters Score -582122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -582122.750000 Penalty: 2828.909180
	Iteration 54F: 3 clusters Score -582122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Entering Unmasked Estep 
Score: -2639795.750000 Penalty: 1652.829712
	Iteration 0F: 2 clusters Score -2639796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2622142.250000 Penalty: 3305.659424
	Iteration 0F: 3 clusters Score -2622142 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2629271.500000 Penalty: 3305.659424
	Iteration 1F: 3 clusters Score -2629272 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2630077.250000 Penalty: 3305.659424
	Iteration 2F: 3 clusters Score -2630077 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2631176.250000 Penalty: 3305.659424
	Iteration 3F: 3 clusters Score -2631176 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2632374.000000 Penalty: 3305.659424
	Iteration 4F: 3 clusters Score -2632374 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2633525.750000 Penalty: 3305.659424
	Iteration 5F: 3 clusters Score -2633526 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2634641.500000 Penalty: 3305.659424
	Iteration 6F: 3 clusters Score -2634642 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2635594.500000 Penalty: 3305.659424
	Iteration 7F: 3 clusters Score -2635594 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2636245.750000 Penalty: 3305.659424
	Iteration 8Q: 3 clusters Score -2636246 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2636575.250000 Penalty: 3305.659424
	Iteration 9Q: 3 clusters Score -2636575 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2636780.250000 Penalty: 3305.659424
	Iteration 10Q: 3 clusters Score -2636780 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2636904.500000 Penalty: 3305.659424
	Iteration 11Q: 3 clusters Score -2636904 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2637018.000000 Penalty: 3305.659424
	Iteration 12Q: 3 clusters Score -2637018 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2637086.500000 Penalty: 3305.659424
	Iteration 13Q: 3 clusters Score -2637086 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2637177.250000 Penalty: 3305.659424
	Iteration 14Q: 3 clusters Score -2637177 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2637256.500000 Penalty: 3305.659424
	Iteration 15Q: 3 clusters Score -2637256 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2637319.500000 Penalty: 3305.659424
	Iteration 16Q: 3 clusters Score -2637320 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2637397.500000 Penalty: 3305.659424
	Iteration 17Q: 3 clusters Score -2637398 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2637478.500000 Penalty: 3305.659424
	Iteration 18Q: 3 clusters Score -2637478 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2637566.750000 Penalty: 3305.659424
	Iteration 19Q: 3 clusters Score -2637567 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2637642.750000 Penalty: 3305.659424
	Iteration 20F: 3 clusters Score -2637643 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2637733.500000 Penalty: 3305.659424
	Iteration 21Q: 3 clusters Score -2637734 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2637779.750000 Penalty: 3305.659424
	Iteration 22Q: 3 clusters Score -2637780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2637828.000000 Penalty: 3305.659424
	Iteration 23Q: 3 clusters Score -2637828 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2637875.500000 Penalty: 3305.659424
	Iteration 24Q: 3 clusters Score -2637876 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2637907.000000 Penalty: 3305.659424
	Iteration 25Q: 3 clusters Score -2637907 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2637956.500000 Penalty: 3305.659424
	Iteration 26Q: 3 clusters Score -2637956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2637982.750000 Penalty: 3305.659424
	Iteration 27Q: 3 clusters Score -2637983 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2637999.750000 Penalty: 3305.659424
	Iteration 28Q: 3 clusters Score -2638000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2638023.250000 Penalty: 3305.659424
	Iteration 29Q: 3 clusters Score -2638023 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2638044.000000 Penalty: 3305.659424
	Iteration 30Q: 3 clusters Score -2638044 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2638056.500000 Penalty: 3305.659424
	Iteration 31Q: 3 clusters Score -2638056 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2638083.000000 Penalty: 3305.659424
	Iteration 32Q: 3 clusters Score -2638083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2638108.000000 Penalty: 3305.659424
	Iteration 33Q: 3 clusters Score -2638108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2638118.500000 Penalty: 3305.659424
	Iteration 34Q: 3 clusters Score -2638118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2638151.250000 Penalty: 3305.659424
	Iteration 35Q: 3 clusters Score -2638151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2638162.750000 Penalty: 3305.659424
	Iteration 36Q: 3 clusters Score -2638163 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2638179.750000 Penalty: 3305.659424
	Iteration 37Q: 3 clusters Score -2638180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2638193.250000 Penalty: 3305.659424
	Iteration 38Q: 3 clusters Score -2638193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2638211.500000 Penalty: 3305.659424
	Iteration 39Q: 3 clusters Score -2638212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2638220.000000 Penalty: 3305.659424
	Iteration 40F: 3 clusters Score -2638220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2638239.750000 Penalty: 3305.659424
	Iteration 41Q: 3 clusters Score -2638240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2638242.750000 Penalty: 3305.659424
	Iteration 42Q: 3 clusters Score -2638243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2638238.000000 Penalty: 3305.659424
	Iteration 43Q: 3 clusters Score -2638238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2638248.750000 Penalty: 3305.659424
	Iteration 44Q: 3 clusters Score -2638249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -2638261.000000 Penalty: 3305.659424
	Iteration 45Q: 3 clusters Score -2638261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2638270.500000 Penalty: 3305.659424
	Iteration 46Q: 3 clusters Score -2638270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2638277.750000 Penalty: 3305.659424
	Iteration 47Q: 3 clusters Score -2638278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -2638274.500000 Penalty: 3305.659424
	Iteration 48Q: 3 clusters Score -2638274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2638289.750000 Penalty: 3305.659424
	Iteration 49Q: 3 clusters Score -2638290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2638290.500000 Penalty: 3305.659424
	Iteration 50Q: 3 clusters Score -2638290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2638308.000000 Penalty: 3305.659424
	Iteration 51Q: 3 clusters Score -2638308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2638312.250000 Penalty: 3305.659424
	Iteration 52Q: 3 clusters Score -2638312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2638314.750000 Penalty: 3305.659424
	Iteration 53Q: 3 clusters Score -2638315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2638315.250000 Penalty: 3305.659424
	Iteration 54Q: 3 clusters Score -2638315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2638326.500000 Penalty: 3305.659424
	Iteration 55Q: 3 clusters Score -2638326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2638327.500000 Penalty: 3305.659424
	Iteration 56Q: 3 clusters Score -2638328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2638330.750000 Penalty: 3305.659424
	Iteration 57Q: 3 clusters Score -2638331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2638336.750000 Penalty: 3305.659424
	Iteration 58Q: 3 clusters Score -2638337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2638336.250000 Penalty: 3305.659424
	Iteration 59Q: 3 clusters Score -2638336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2638343.250000 Penalty: 3305.659424
	Iteration 60F: 3 clusters Score -2638343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2638343.250000 Penalty: 3305.659424
	Iteration 61Q: 3 clusters Score -2638343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2638346.750000 Penalty: 3305.659424
	Iteration 62Q: 3 clusters Score -2638347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2638348.750000 Penalty: 3305.659424
	Iteration 63Q: 3 clusters Score -2638349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2638354.750000 Penalty: 3305.659424
	Iteration 64Q: 3 clusters Score -2638355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2638356.000000 Penalty: 3305.659424
	Iteration 65Q: 3 clusters Score -2638356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2638356.000000 Penalty: 3305.659424
	Iteration 66Q: 3 clusters Score -2638356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2638352.750000 Penalty: 3305.659424
	Iteration 67Q: 3 clusters Score -2638353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -2638358.000000 Penalty: 3305.659424
	Iteration 68Q: 3 clusters Score -2638358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -2638352.500000 Penalty: 3305.659424
	Iteration 69Q: 3 clusters Score -2638352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -2638362.000000 Penalty: 3305.659424
	Iteration 70Q: 3 clusters Score -2638362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2638360.750000 Penalty: 3305.659424
	Iteration 71Q: 3 clusters Score -2638361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2638362.000000 Penalty: 3305.659424
	Iteration 72Q: 3 clusters Score -2638362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2638375.000000 Penalty: 3305.659424
	Iteration 73Q: 3 clusters Score -2638375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2638371.250000 Penalty: 3305.659424
	Iteration 74Q: 3 clusters Score -2638371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2638374.250000 Penalty: 3305.659424
	Iteration 75Q: 3 clusters Score -2638374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -2638384.000000 Penalty: 3305.659424
	Iteration 76Q: 3 clusters Score -2638384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -2638388.500000 Penalty: 3305.659424
	Iteration 77Q: 3 clusters Score -2638388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2638386.750000 Penalty: 3305.659424
	Iteration 78Q: 3 clusters Score -2638387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -2638382.500000 Penalty: 3305.659424
	Iteration 79Q: 3 clusters Score -2638382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2638386.750000 Penalty: 3305.659424
	Iteration 80F: 3 clusters Score -2638387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -2638385.000000 Penalty: 3305.659424
	Iteration 81Q: 3 clusters Score -2638385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2638386.000000 Penalty: 3305.659424
	Iteration 82Q: 3 clusters Score -2638386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2638391.500000 Penalty: 3305.659424
	Iteration 83Q: 3 clusters Score -2638392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2638395.750000 Penalty: 3305.659424
	Iteration 84Q: 3 clusters Score -2638396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -2638398.750000 Penalty: 3305.659424
	Iteration 85Q: 3 clusters Score -2638399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2638396.250000 Penalty: 3305.659424
	Iteration 86Q: 3 clusters Score -2638396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -2638397.000000 Penalty: 3305.659424
	Iteration 87Q: 3 clusters Score -2638397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2638396.500000 Penalty: 3305.659424
	Iteration 88Q: 3 clusters Score -2638396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2638395.250000 Penalty: 3305.659424
	Iteration 89Q: 3 clusters Score -2638395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2638394.250000 Penalty: 3305.659424
	Iteration 90Q: 3 clusters Score -2638394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2638396.750000 Penalty: 3305.659424
	Iteration 91Q: 3 clusters Score -2638397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2638396.500000 Penalty: 3305.659424
	Iteration 92Q: 3 clusters Score -2638396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2638396.500000 Penalty: 3305.659424
	Iteration 93F: 3 clusters Score -2638396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -262466.562500 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -262466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -260074.500000 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -260074.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -260550.859375 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -260550.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -260652.031250 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -260652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -260717.375000 Penalty: 2545.017578
	Iteration 3Q: 3 clusters Score -260717.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -260764.687500 Penalty: 2545.017578
	Iteration 4Q: 3 clusters Score -260764.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -260798.875000 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -260798.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -260825.796875 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -260825.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -260854.140625 Penalty: 2545.017578
	Iteration 7Q: 3 clusters Score -260854.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -260875.343750 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -260875.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -260891.765625 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -260891.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260900.875000 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -260900.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -260907.593750 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -260907.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260912.765625 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -260912.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -260916.140625 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -260916.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -260918.718750 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -260918.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -260923.265625 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -260923.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -260927.406250 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -260927.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -260931.765625 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -260931.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -260934.578125 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -260934.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -260936.109375 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -260936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -260937.000000 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -260937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260937.609375 Penalty: 2545.017578
	Iteration 21Q: 3 clusters Score -260937.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -260938.296875 Penalty: 2545.017578
	Iteration 22Q: 3 clusters Score -260938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260938.562500 Penalty: 2545.017578
	Iteration 23Q: 3 clusters Score -260938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -260938.562500 Penalty: 2545.017578
	Iteration 24F: 3 clusters Score -260938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Entering Unmasked Estep 
Score: -472841.750000 Penalty: 1389.193848
	Iteration 0F: 2 clusters Score -472841.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -468765.156250 Penalty: 2778.387695
	Iteration 0F: 3 clusters Score -468765.2 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -469926.281250 Penalty: 2778.387695
	Iteration 1F: 3 clusters Score -469926.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -470129.125000 Penalty: 2778.387695
	Iteration 2F: 3 clusters Score -470129.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -470319.656250 Penalty: 2778.387695
	Iteration 3F: 3 clusters Score -470319.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -470532.656250 Penalty: 2778.387695
	Iteration 4F: 3 clusters Score -470532.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -470732.687500 Penalty: 2778.387695
	Iteration 5F: 3 clusters Score -470732.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -470929.843750 Penalty: 2778.387695
	Iteration 6F: 3 clusters Score -470929.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -471086.343750 Penalty: 2778.387695
	Iteration 7Q: 3 clusters Score -471086.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -471201.968750 Penalty: 2778.387695
	Iteration 8Q: 3 clusters Score -471202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -471298.375000 Penalty: 2778.387695
	Iteration 9Q: 3 clusters Score -471298.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -471408.437500 Penalty: 2778.387695
	Iteration 10Q: 3 clusters Score -471408.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -471530.625000 Penalty: 2778.387695
	Iteration 11Q: 3 clusters Score -471530.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -471665.156250 Penalty: 2778.387695
	Iteration 12Q: 3 clusters Score -471665.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -471817.625000 Penalty: 2778.387695
	Iteration 13Q: 3 clusters Score -471817.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -471973.156250 Penalty: 2778.387695
	Iteration 14Q: 3 clusters Score -471973.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -472110.000000 Penalty: 2778.387695
	Iteration 15Q: 3 clusters Score -472110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -472220.125000 Penalty: 2778.387695
	Iteration 16Q: 3 clusters Score -472220.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -472317.343750 Penalty: 2778.387695
	Iteration 17Q: 3 clusters Score -472317.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -472389.500000 Penalty: 2778.387695
	Iteration 18Q: 3 clusters Score -472389.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -472452.062500 Penalty: 2778.387695
	Iteration 19Q: 3 clusters Score -472452.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -472500.843750 Penalty: 2778.387695
	Iteration 20F: 3 clusters Score -472500.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -472547.937500 Penalty: 2778.387695
	Iteration 21Q: 3 clusters Score -472547.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -472586.062500 Penalty: 2778.387695
	Iteration 22Q: 3 clusters Score -472586.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -472605.812500 Penalty: 2778.387695
	Iteration 23Q: 3 clusters Score -472605.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -472625.968750 Penalty: 2778.387695
	Iteration 24Q: 3 clusters Score -472626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -472636.906250 Penalty: 2778.387695
	Iteration 25Q: 3 clusters Score -472636.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -472644.125000 Penalty: 2778.387695
	Iteration 26Q: 3 clusters Score -472644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -472648.406250 Penalty: 2778.387695
	Iteration 27Q: 3 clusters Score -472648.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -472650.906250 Penalty: 2778.387695
	Iteration 28Q: 3 clusters Score -472650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -472651.375000 Penalty: 2778.387695
	Iteration 29Q: 3 clusters Score -472651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -472651.281250 Penalty: 2778.387695
	Iteration 30Q: 3 clusters Score -472651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -472651.281250 Penalty: 2778.387695
	Iteration 31F: 3 clusters Score -472651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Entering Unmasked Estep 
Score: -1833669.125000 Penalty: 1596.665527
	Iteration 0F: 2 clusters Score -1833669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1821016.125000 Penalty: 3193.331055
	Iteration 0F: 3 clusters Score -1821016 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1825497.875000 Penalty: 3193.331055
	Iteration 1F: 3 clusters Score -1825498 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1825831.000000 Penalty: 3193.331055
	Iteration 2F: 3 clusters Score -1825831 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1826114.750000 Penalty: 3193.331055
	Iteration 3Q: 3 clusters Score -1826115 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1826345.500000 Penalty: 3193.331055
	Iteration 4Q: 3 clusters Score -1826346 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1826562.375000 Penalty: 3193.331055
	Iteration 5Q: 3 clusters Score -1826562 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1826786.125000 Penalty: 3193.331055
	Iteration 6Q: 3 clusters Score -1826786 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1826998.500000 Penalty: 3193.331055
	Iteration 7Q: 3 clusters Score -1826998 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1827225.000000 Penalty: 3193.331055
	Iteration 8Q: 3 clusters Score -1827225 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1827505.500000 Penalty: 3193.331055
	Iteration 9Q: 3 clusters Score -1827506 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1827833.125000 Penalty: 3193.331055
	Iteration 10Q: 3 clusters Score -1827833 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1828241.625000 Penalty: 3193.331055
	Iteration 11Q: 3 clusters Score -1828242 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1828704.750000 Penalty: 3193.331055
	Iteration 12Q: 3 clusters Score -1828705 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1829171.250000 Penalty: 3193.331055
	Iteration 13Q: 3 clusters Score -1829171 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1829702.250000 Penalty: 3193.331055
	Iteration 14Q: 3 clusters Score -1829702 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1830282.625000 Penalty: 3193.331055
	Iteration 15Q: 3 clusters Score -1830283 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -1830902.125000 Penalty: 3193.331055
	Iteration 16Q: 3 clusters Score -1830902 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1831407.625000 Penalty: 3193.331055
	Iteration 17Q: 3 clusters Score -1831408 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -1831773.375000 Penalty: 3193.331055
	Iteration 18Q: 3 clusters Score -1831773 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1832032.000000 Penalty: 3193.331055
	Iteration 19Q: 3 clusters Score -1832032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1832166.000000 Penalty: 3193.331055
	Iteration 20F: 3 clusters Score -1832166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1832224.500000 Penalty: 3193.331055
	Iteration 21Q: 3 clusters Score -1832224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1832274.625000 Penalty: 3193.331055
	Iteration 22Q: 3 clusters Score -1832275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1832310.500000 Penalty: 3193.331055
	Iteration 23Q: 3 clusters Score -1832310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1832326.125000 Penalty: 3193.331055
	Iteration 24Q: 3 clusters Score -1832326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -1832342.625000 Penalty: 3193.331055
	Iteration 25Q: 3 clusters Score -1832343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1832353.875000 Penalty: 3193.331055
	Iteration 26Q: 3 clusters Score -1832354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1832362.625000 Penalty: 3193.331055
	Iteration 27Q: 3 clusters Score -1832363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1832366.250000 Penalty: 3193.331055
	Iteration 28Q: 3 clusters Score -1832366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1832366.250000 Penalty: 3193.331055
	Iteration 29Q: 3 clusters Score -1832366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1832364.875000 Penalty: 3193.331055
	Iteration 30Q: 3 clusters Score -1832365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1832364.875000 Penalty: 3193.331055
	Iteration 31F: 3 clusters Score -1832365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Entering Unmasked Estep 
Score: -1541092.250000 Penalty: 1571.279053
	Iteration 0F: 2 clusters Score -1541092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1530121.750000 Penalty: 3142.558105
	Iteration 0F: 3 clusters Score -1530122 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1533954.750000 Penalty: 3142.558105
	Iteration 1F: 3 clusters Score -1533955 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1534340.500000 Penalty: 3142.558105
	Iteration 2F: 3 clusters Score -1534340 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1534748.750000 Penalty: 3142.558105
	Iteration 3F: 3 clusters Score -1534749 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1535325.625000 Penalty: 3142.558105
	Iteration 4F: 3 clusters Score -1535326 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1536108.500000 Penalty: 3142.558105
	Iteration 5F: 3 clusters Score -1536108 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1537116.750000 Penalty: 3142.558105
	Iteration 6F: 3 clusters Score -1537117 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1538138.750000 Penalty: 3142.558105
	Iteration 7F: 3 clusters Score -1538139 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1538907.375000 Penalty: 3142.558105
	Iteration 8Q: 3 clusters Score -1538907 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1539318.250000 Penalty: 3142.558105
	Iteration 9Q: 3 clusters Score -1539318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1539532.750000 Penalty: 3142.558105
	Iteration 10Q: 3 clusters Score -1539533 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1539614.375000 Penalty: 3142.558105
	Iteration 11Q: 3 clusters Score -1539614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1539666.750000 Penalty: 3142.558105
	Iteration 12Q: 3 clusters Score -1539667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1539702.625000 Penalty: 3142.558105
	Iteration 13Q: 3 clusters Score -1539703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1539717.500000 Penalty: 3142.558105
	Iteration 14Q: 3 clusters Score -1539718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1539738.250000 Penalty: 3142.558105
	Iteration 15Q: 3 clusters Score -1539738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -1539750.250000 Penalty: 3142.558105
	Iteration 16Q: 3 clusters Score -1539750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1539759.250000 Penalty: 3142.558105
	Iteration 17Q: 3 clusters Score -1539759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1539766.625000 Penalty: 3142.558105
	Iteration 18Q: 3 clusters Score -1539767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1539770.375000 Penalty: 3142.558105
	Iteration 19Q: 3 clusters Score -1539770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1539772.500000 Penalty: 3142.558105
	Iteration 20F: 3 clusters Score -1539772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1539773.625000 Penalty: 3142.558105
	Iteration 21Q: 3 clusters Score -1539774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1539778.875000 Penalty: 3142.558105
	Iteration 22Q: 3 clusters Score -1539779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1539779.375000 Penalty: 3142.558105
	Iteration 23Q: 3 clusters Score -1539779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1539780.375000 Penalty: 3142.558105
	Iteration 24Q: 3 clusters Score -1539780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1539780.375000 Penalty: 3142.558105
	Iteration 25F: 3 clusters Score -1539780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -1186983.000000 Penalty: 1524.263550
	Iteration 0F: 2 clusters Score -1186983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1178569.375000 Penalty: 3048.527100
	Iteration 0F: 3 clusters Score -1178569 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1181316.125000 Penalty: 3048.527100
	Iteration 1F: 3 clusters Score -1181316 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1181708.250000 Penalty: 3048.527100
	Iteration 2F: 3 clusters Score -1181708 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1182148.500000 Penalty: 3048.527100
	Iteration 3F: 3 clusters Score -1182148 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1182674.000000 Penalty: 3048.527100
	Iteration 4F: 3 clusters Score -1182674 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1183289.125000 Penalty: 3048.527100
	Iteration 5F: 3 clusters Score -1183289 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1183914.625000 Penalty: 3048.527100
	Iteration 6F: 3 clusters Score -1183915 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1184519.250000 Penalty: 3048.527100
	Iteration 7F: 3 clusters Score -1184519 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1184948.875000 Penalty: 3048.527100
	Iteration 8Q: 3 clusters Score -1184949 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1185229.000000 Penalty: 3048.527100
	Iteration 9Q: 3 clusters Score -1185229 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1185403.750000 Penalty: 3048.527100
	Iteration 10Q: 3 clusters Score -1185404 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1185535.875000 Penalty: 3048.527100
	Iteration 11Q: 3 clusters Score -1185536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1185633.500000 Penalty: 3048.527100
	Iteration 12Q: 3 clusters Score -1185634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1185723.000000 Penalty: 3048.527100
	Iteration 13Q: 3 clusters Score -1185723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1185779.250000 Penalty: 3048.527100
	Iteration 14Q: 3 clusters Score -1185779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1185816.375000 Penalty: 3048.527100
	Iteration 15Q: 3 clusters Score -1185816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1185838.750000 Penalty: 3048.527100
	Iteration 16Q: 3 clusters Score -1185839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1185853.750000 Penalty: 3048.527100
	Iteration 17Q: 3 clusters Score -1185854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1185865.375000 Penalty: 3048.527100
	Iteration 18Q: 3 clusters Score -1185865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1185869.375000 Penalty: 3048.527100
	Iteration 19Q: 3 clusters Score -1185869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1185875.125000 Penalty: 3048.527100
	Iteration 20F: 3 clusters Score -1185875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1185879.500000 Penalty: 3048.527100
	Iteration 21Q: 3 clusters Score -1185880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1185880.500000 Penalty: 3048.527100
	Iteration 22Q: 3 clusters Score -1185880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1185884.625000 Penalty: 3048.527100
	Iteration 23Q: 3 clusters Score -1185885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1185884.500000 Penalty: 3048.527100
	Iteration 24Q: 3 clusters Score -1185884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1185884.500000 Penalty: 3048.527100
	Iteration 25F: 3 clusters Score -1185884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Entering Unmasked Estep 
Score: -1511325.375000 Penalty: 1566.136475
	Iteration 0F: 2 clusters Score -1511325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1500615.875000 Penalty: 3132.272949
	Iteration 0F: 3 clusters Score -1500616 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1504470.500000 Penalty: 3132.272949
	Iteration 1F: 3 clusters Score -1504470 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1504864.625000 Penalty: 3132.272949
	Iteration 2F: 3 clusters Score -1504865 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1505224.750000 Penalty: 3132.272949
	Iteration 3F: 3 clusters Score -1505225 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1505645.500000 Penalty: 3132.272949
	Iteration 4F: 3 clusters Score -1505646 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1506137.000000 Penalty: 3132.272949
	Iteration 5F: 3 clusters Score -1506137 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1506752.375000 Penalty: 3132.272949
	Iteration 6F: 3 clusters Score -1506752 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1507353.000000 Penalty: 3132.272949
	Iteration 7F: 3 clusters Score -1507353 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1507888.750000 Penalty: 3132.272949
	Iteration 8Q: 3 clusters Score -1507889 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1508333.500000 Penalty: 3132.272949
	Iteration 9Q: 3 clusters Score -1508334 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1508666.375000 Penalty: 3132.272949
	Iteration 10Q: 3 clusters Score -1508666 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1508887.250000 Penalty: 3132.272949
	Iteration 11Q: 3 clusters Score -1508887 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1509016.000000 Penalty: 3132.272949
	Iteration 12Q: 3 clusters Score -1509016 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1509106.750000 Penalty: 3132.272949
	Iteration 13Q: 3 clusters Score -1509107 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1509168.500000 Penalty: 3132.272949
	Iteration 14Q: 3 clusters Score -1509168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1509224.500000 Penalty: 3132.272949
	Iteration 15Q: 3 clusters Score -1509224 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1509272.250000 Penalty: 3132.272949
	Iteration 16Q: 3 clusters Score -1509272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1509305.375000 Penalty: 3132.272949
	Iteration 17Q: 3 clusters Score -1509305 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1509332.375000 Penalty: 3132.272949
	Iteration 18Q: 3 clusters Score -1509332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1509350.750000 Penalty: 3132.272949
	Iteration 19Q: 3 clusters Score -1509351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1509371.625000 Penalty: 3132.272949
	Iteration 20F: 3 clusters Score -1509372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1509388.500000 Penalty: 3132.272949
	Iteration 21Q: 3 clusters Score -1509388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1509404.875000 Penalty: 3132.272949
	Iteration 22Q: 3 clusters Score -1509405 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1509423.500000 Penalty: 3132.272949
	Iteration 23Q: 3 clusters Score -1509424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1509437.500000 Penalty: 3132.272949
	Iteration 24Q: 3 clusters Score -1509438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1509451.125000 Penalty: 3132.272949
	Iteration 25Q: 3 clusters Score -1509451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1509465.750000 Penalty: 3132.272949
	Iteration 26Q: 3 clusters Score -1509466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1509477.750000 Penalty: 3132.272949
	Iteration 27Q: 3 clusters Score -1509478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1509490.875000 Penalty: 3132.272949
	Iteration 28Q: 3 clusters Score -1509491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1509500.875000 Penalty: 3132.272949
	Iteration 29Q: 3 clusters Score -1509501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1509507.375000 Penalty: 3132.272949
	Iteration 30Q: 3 clusters Score -1509507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1509519.750000 Penalty: 3132.272949
	Iteration 31Q: 3 clusters Score -1509520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1509531.125000 Penalty: 3132.272949
	Iteration 32Q: 3 clusters Score -1509531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1509534.500000 Penalty: 3132.272949
	Iteration 33Q: 3 clusters Score -1509534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1509542.875000 Penalty: 3132.272949
	Iteration 34Q: 3 clusters Score -1509543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1509553.750000 Penalty: 3132.272949
	Iteration 35Q: 3 clusters Score -1509554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1509559.000000 Penalty: 3132.272949
	Iteration 36Q: 3 clusters Score -1509559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1509563.875000 Penalty: 3132.272949
	Iteration 37Q: 3 clusters Score -1509564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1509566.250000 Penalty: 3132.272949
	Iteration 38Q: 3 clusters Score -1509566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1509574.125000 Penalty: 3132.272949
	Iteration 39Q: 3 clusters Score -1509574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1509575.250000 Penalty: 3132.272949
	Iteration 40F: 3 clusters Score -1509575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1509587.250000 Penalty: 3132.272949
	Iteration 41Q: 3 clusters Score -1509587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1509587.875000 Penalty: 3132.272949
	Iteration 42Q: 3 clusters Score -1509588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1509598.000000 Penalty: 3132.272949
	Iteration 43Q: 3 clusters Score -1509598 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1509611.500000 Penalty: 3132.272949
	Iteration 44Q: 3 clusters Score -1509612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1509617.625000 Penalty: 3132.272949
	Iteration 45Q: 3 clusters Score -1509618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1509627.875000 Penalty: 3132.272949
	Iteration 46Q: 3 clusters Score -1509628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1509633.875000 Penalty: 3132.272949
	Iteration 47Q: 3 clusters Score -1509634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1509642.750000 Penalty: 3132.272949
	Iteration 48Q: 3 clusters Score -1509643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1509649.500000 Penalty: 3132.272949
	Iteration 49Q: 3 clusters Score -1509650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1509660.000000 Penalty: 3132.272949
	Iteration 50Q: 3 clusters Score -1509660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1509674.000000 Penalty: 3132.272949
	Iteration 51Q: 3 clusters Score -1509674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1509682.750000 Penalty: 3132.272949
	Iteration 52Q: 3 clusters Score -1509683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1509688.500000 Penalty: 3132.272949
	Iteration 53Q: 3 clusters Score -1509688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1509693.500000 Penalty: 3132.272949
	Iteration 54Q: 3 clusters Score -1509694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1509700.875000 Penalty: 3132.272949
	Iteration 55Q: 3 clusters Score -1509701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1509706.000000 Penalty: 3132.272949
	Iteration 56Q: 3 clusters Score -1509706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1509713.000000 Penalty: 3132.272949
	Iteration 57Q: 3 clusters Score -1509713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1509720.250000 Penalty: 3132.272949
	Iteration 58Q: 3 clusters Score -1509720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1509726.250000 Penalty: 3132.272949
	Iteration 59Q: 3 clusters Score -1509726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1509735.625000 Penalty: 3132.272949
	Iteration 60F: 3 clusters Score -1509736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1509744.250000 Penalty: 3132.272949
	Iteration 61Q: 3 clusters Score -1509744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1509748.625000 Penalty: 3132.272949
	Iteration 62Q: 3 clusters Score -1509749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1509758.125000 Penalty: 3132.272949
	Iteration 63Q: 3 clusters Score -1509758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1509760.250000 Penalty: 3132.272949
	Iteration 64Q: 3 clusters Score -1509760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1509766.500000 Penalty: 3132.272949
	Iteration 65Q: 3 clusters Score -1509766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1509770.000000 Penalty: 3132.272949
	Iteration 66Q: 3 clusters Score -1509770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1509776.750000 Penalty: 3132.272949
	Iteration 67Q: 3 clusters Score -1509777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1509778.875000 Penalty: 3132.272949
	Iteration 68Q: 3 clusters Score -1509779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1509784.125000 Penalty: 3132.272949
	Iteration 69Q: 3 clusters Score -1509784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1509792.875000 Penalty: 3132.272949
	Iteration 70Q: 3 clusters Score -1509793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1509800.375000 Penalty: 3132.272949
	Iteration 71Q: 3 clusters Score -1509800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1509812.500000 Penalty: 3132.272949
	Iteration 72Q: 3 clusters Score -1509812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1509823.125000 Penalty: 3132.272949
	Iteration 73Q: 3 clusters Score -1509823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1509831.375000 Penalty: 3132.272949
	Iteration 74Q: 3 clusters Score -1509831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1509843.875000 Penalty: 3132.272949
	Iteration 75Q: 3 clusters Score -1509844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1509852.500000 Penalty: 3132.272949
	Iteration 76Q: 3 clusters Score -1509852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1509864.375000 Penalty: 3132.272949
	Iteration 77Q: 3 clusters Score -1509864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1509881.125000 Penalty: 3132.272949
	Iteration 78Q: 3 clusters Score -1509881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1509897.875000 Penalty: 3132.272949
	Iteration 79Q: 3 clusters Score -1509898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1509913.875000 Penalty: 3132.272949
	Iteration 80F: 3 clusters Score -1509914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1509930.250000 Penalty: 3132.272949
	Iteration 81Q: 3 clusters Score -1509930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1509939.625000 Penalty: 3132.272949
	Iteration 82Q: 3 clusters Score -1509940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1509946.625000 Penalty: 3132.272949
	Iteration 83Q: 3 clusters Score -1509947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1509951.750000 Penalty: 3132.272949
	Iteration 84Q: 3 clusters Score -1509952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1509951.875000 Penalty: 3132.272949
	Iteration 85Q: 3 clusters Score -1509952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1509954.875000 Penalty: 3132.272949
	Iteration 86Q: 3 clusters Score -1509955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1509960.625000 Penalty: 3132.272949
	Iteration 87Q: 3 clusters Score -1509961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1509970.000000 Penalty: 3132.272949
	Iteration 88Q: 3 clusters Score -1509970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1509977.000000 Penalty: 3132.272949
	Iteration 89Q: 3 clusters Score -1509977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1509986.375000 Penalty: 3132.272949
	Iteration 90Q: 3 clusters Score -1509986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1509986.625000 Penalty: 3132.272949
	Iteration 91Q: 3 clusters Score -1509987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1509988.000000 Penalty: 3132.272949
	Iteration 92Q: 3 clusters Score -1509988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1509992.625000 Penalty: 3132.272949
	Iteration 93Q: 3 clusters Score -1509993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1509999.875000 Penalty: 3132.272949
	Iteration 94Q: 3 clusters Score -1510000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1510004.250000 Penalty: 3132.272949
	Iteration 95Q: 3 clusters Score -1510004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1510008.250000 Penalty: 3132.272949
	Iteration 96Q: 3 clusters Score -1510008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1510015.750000 Penalty: 3132.272949
	Iteration 97Q: 3 clusters Score -1510016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1510024.500000 Penalty: 3132.272949
	Iteration 98Q: 3 clusters Score -1510024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1510030.750000 Penalty: 3132.272949
	Iteration 99Q: 3 clusters Score -1510031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1510034.875000 Penalty: 3132.272949
	Iteration 100F: 3 clusters Score -1510035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1510037.625000 Penalty: 3132.272949
	Iteration 101Q: 3 clusters Score -1510038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1510040.000000 Penalty: 3132.272949
	Iteration 102Q: 3 clusters Score -1510040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1510042.750000 Penalty: 3132.272949
	Iteration 103Q: 3 clusters Score -1510043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1510041.500000 Penalty: 3132.272949
	Iteration 104Q: 3 clusters Score -1510042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1510041.625000 Penalty: 3132.272949
	Iteration 105Q: 3 clusters Score -1510042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1510041.625000 Penalty: 3132.272949
	Iteration 106F: 3 clusters Score -1510042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -98730.625000 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -98730.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -97201.453125 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -97201.45 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -97571.507812 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -97571.51 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -97682.820312 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -97682.82 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -97735.476562 Penalty: 2297.985352
	Iteration 3Q: 3 clusters Score -97735.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -97771.625000 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -97771.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -97797.960938 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -97797.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -97831.937500 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -97831.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -97855.757812 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -97855.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -97869.835938 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -97869.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -97881.023438 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -97881.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97890.468750 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -97890.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -97896.023438 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -97896.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -97901.578125 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -97901.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -97907.007812 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -97907.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -97912.117188 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -97912.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -97920.007812 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -97920.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -97923.156250 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -97923.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -97927.109375 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -97927.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -97932.179688 Penalty: 2297.985352
	Iteration 18Q: 3 clusters Score -97932.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -97936.000000 Penalty: 2297.985352
	Iteration 19Q: 3 clusters Score -97936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97941.851562 Penalty: 2297.985352
	Iteration 20F: 3 clusters Score -97941.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97946.023438 Penalty: 2297.985352
	Iteration 21Q: 3 clusters Score -97946.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -97947.320312 Penalty: 2297.985352
	Iteration 22Q: 3 clusters Score -97947.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -97950.500000 Penalty: 2297.985352
	Iteration 23Q: 3 clusters Score -97950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -97951.382812 Penalty: 2297.985352
	Iteration 24Q: 3 clusters Score -97951.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97952.570312 Penalty: 2297.985352
	Iteration 25Q: 3 clusters Score -97952.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -97954.367188 Penalty: 2297.985352
	Iteration 26Q: 3 clusters Score -97954.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -97955.382812 Penalty: 2297.985352
	Iteration 27Q: 3 clusters Score -97955.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -97955.875000 Penalty: 2297.985352
	Iteration 28Q: 3 clusters Score -97955.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -97956.476562 Penalty: 2297.985352
	Iteration 29Q: 3 clusters Score -97956.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -97956.476562 Penalty: 2297.985352
	Iteration 30F: 3 clusters Score -97956.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Entering Unmasked Estep 
Score: -2171035.000000 Penalty: 1624.937500
	Iteration 0F: 2 clusters Score -2171035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2156014.250000 Penalty: 3249.875000
	Iteration 0F: 3 clusters Score -2156014 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2161477.250000 Penalty: 3249.875000
	Iteration 1F: 3 clusters Score -2161477 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2161814.000000 Penalty: 3249.875000
	Iteration 2Q: 3 clusters Score -2161814 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2162099.500000 Penalty: 3249.875000
	Iteration 3Q: 3 clusters Score -2162100 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2162454.000000 Penalty: 3249.875000
	Iteration 4Q: 3 clusters Score -2162454 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2162908.500000 Penalty: 3249.875000
	Iteration 5Q: 3 clusters Score -2162908 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2163499.750000 Penalty: 3249.875000
	Iteration 6Q: 3 clusters Score -2163500 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2164333.500000 Penalty: 3249.875000
	Iteration 7Q: 3 clusters Score -2164334 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2165157.500000 Penalty: 3249.875000
	Iteration 8F: 3 clusters Score -2165158 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2166049.500000 Penalty: 3249.875000
	Iteration 9F: 3 clusters Score -2166050 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2166940.000000 Penalty: 3249.875000
	Iteration 10F: 3 clusters Score -2166940 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2167825.250000 Penalty: 3249.875000
	Iteration 11F: 3 clusters Score -2167825 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2168514.500000 Penalty: 3249.875000
	Iteration 12Q: 3 clusters Score -2168514 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2169037.250000 Penalty: 3249.875000
	Iteration 13Q: 3 clusters Score -2169037 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2169385.750000 Penalty: 3249.875000
	Iteration 14Q: 3 clusters Score -2169386 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2169607.500000 Penalty: 3249.875000
	Iteration 15Q: 3 clusters Score -2169608 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2169747.500000 Penalty: 3249.875000
	Iteration 16Q: 3 clusters Score -2169748 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2169845.750000 Penalty: 3249.875000
	Iteration 17Q: 3 clusters Score -2169846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2169914.500000 Penalty: 3249.875000
	Iteration 18Q: 3 clusters Score -2169914 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2169959.500000 Penalty: 3249.875000
	Iteration 19Q: 3 clusters Score -2169960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2169978.500000 Penalty: 3249.875000
	Iteration 20F: 3 clusters Score -2169978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2169993.250000 Penalty: 3249.875000
	Iteration 21Q: 3 clusters Score -2169993 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2170001.000000 Penalty: 3249.875000
	Iteration 22Q: 3 clusters Score -2170001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2170010.500000 Penalty: 3249.875000
	Iteration 23Q: 3 clusters Score -2170010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2170015.750000 Penalty: 3249.875000
	Iteration 24Q: 3 clusters Score -2170016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2170019.250000 Penalty: 3249.875000
	Iteration 25Q: 3 clusters Score -2170019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2170025.250000 Penalty: 3249.875000
	Iteration 26Q: 3 clusters Score -2170025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2170020.000000 Penalty: 3249.875000
	Iteration 27Q: 3 clusters Score -2170020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2170021.000000 Penalty: 3249.875000
	Iteration 28Q: 3 clusters Score -2170021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2170029.250000 Penalty: 3249.875000
	Iteration 29Q: 3 clusters Score -2170029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2170026.000000 Penalty: 3249.875000
	Iteration 30Q: 3 clusters Score -2170026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2170027.500000 Penalty: 3249.875000
	Iteration 31Q: 3 clusters Score -2170028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2170029.750000 Penalty: 3249.875000
	Iteration 32Q: 3 clusters Score -2170030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2170024.750000 Penalty: 3249.875000
	Iteration 33Q: 3 clusters Score -2170025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2170026.250000 Penalty: 3249.875000
	Iteration 34Q: 3 clusters Score -2170026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2170027.250000 Penalty: 3249.875000
	Iteration 35Q: 3 clusters Score -2170027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2170027.000000 Penalty: 3249.875000
	Iteration 36Q: 3 clusters Score -2170027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2170027.000000 Penalty: 3249.875000
	Iteration 37F: 3 clusters Score -2170027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15635 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13163 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42930 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 106881 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 122447 members 
Mstep: Class 16 contains 6029 members 
Mstep: Class 17 contains 26141 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5161 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15826 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1177 members 
Mstep: Class 25 contains 22018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414800.000000 Penalty: 53662.054688
Iteration 159Q: 26 clusters Score -5.24148e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15633 members 
Mstep: Class 4 contains 14834 members 
Mstep: Class 5 contains 13164 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42922 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 106892 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 122441 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 26137 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15820 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1178 members 
Mstep: Class 25 contains 22019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414888.000000 Penalty: 53662.054688
Iteration 160F: 26 clusters Score -5.241489e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15637 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13158 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42920 members 
Mstep: Class 8 contains 3633 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 106902 members 
Mstep: Class 14 contains 11401 members 
Mstep: Class 15 contains 122436 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 26132 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5165 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15818 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1180 members 
Mstep: Class 25 contains 22012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414892.000000 Penalty: 53662.054688
Iteration 161Q: 26 clusters Score -5.241489e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15641 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13154 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42917 members 
Mstep: Class 8 contains 3629 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3579 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5608 members 
Mstep: Class 13 contains 106911 members 
Mstep: Class 14 contains 11401 members 
Mstep: Class 15 contains 122431 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 26129 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15812 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 22007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414888.000000 Penalty: 53662.054688
Iteration 162Q: 26 clusters Score -5.241489e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13151 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42919 members 
Mstep: Class 8 contains 3625 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5613 members 
Mstep: Class 13 contains 106917 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 6087 members 
Mstep: Class 17 contains 26126 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15801 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1170 members 
Mstep: Class 25 contains 22004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414928.000000 Penalty: 53662.054688
Iteration 163Q: 26 clusters Score -5.241493e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42912 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 106917 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 6104 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15790 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15331 members 
Mstep: Class 24 contains 1169 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414936.000000 Penalty: 53662.054688
Iteration 164Q: 26 clusters Score -5.241494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13146 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42906 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106924 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 6117 members 
Mstep: Class 17 contains 26126 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15781 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15331 members 
Mstep: Class 24 contains 1171 members 
Mstep: Class 25 contains 21993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414908.000000 Penalty: 53662.054688
Iteration 165Q: 26 clusters Score -5.241491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42903 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106932 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 122425 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 26123 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15774 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15331 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 21989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414896.000000 Penalty: 53662.054688
Iteration 166Q: 26 clusters Score -5.24149e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13142 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42898 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106940 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 122427 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 26121 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15760 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414900.000000 Penalty: 53662.054688
Iteration 167Q: 26 clusters Score -5.24149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 14837 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42894 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106943 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 122428 members 
Mstep: Class 16 contains 6149 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15750 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414964.000000 Penalty: 53662.054688
Iteration 168Q: 26 clusters Score -5.241496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13141 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42889 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106944 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6164 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15741 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414920.000000 Penalty: 53662.054688
Iteration 169Q: 26 clusters Score -5.241492e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15654 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42884 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106943 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6180 members 
Mstep: Class 17 contains 26115 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15735 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414940.000000 Penalty: 53662.054688
Iteration 170Q: 26 clusters Score -5.241494e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15654 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13139 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42881 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106946 members 
Mstep: Class 14 contains 11425 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 26113 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15728 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414948.000000 Penalty: 53662.054688
Iteration 171Q: 26 clusters Score -5.241495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15652 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42875 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106946 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6216 members 
Mstep: Class 17 contains 26111 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15721 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414908.000000 Penalty: 53662.054688
Iteration 172Q: 26 clusters Score -5.241491e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13135 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42869 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106949 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 122428 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 26108 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15713 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414880.000000 Penalty: 53662.054688
Iteration 173Q: 26 clusters Score -5.241488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15652 members 
Mstep: Class 4 contains 14836 members 
Mstep: Class 5 contains 13132 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42861 members 
Mstep: Class 8 contains 3620 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106954 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 122428 members 
Mstep: Class 16 contains 6244 members 
Mstep: Class 17 contains 26103 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15703 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414876.000000 Penalty: 53662.054688
Iteration 174Q: 26 clusters Score -5.241488e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42860 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106964 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6259 members 
Mstep: Class 17 contains 26096 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15690 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414808.000000 Penalty: 53662.054688
Iteration 175Q: 26 clusters Score -5.241481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13129 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42862 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106974 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6270 members 
Mstep: Class 17 contains 26090 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15669 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414796.000000 Penalty: 53662.054688
Iteration 176Q: 26 clusters Score -5.24148e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13128 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42861 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3589 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106982 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 122427 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 26084 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15649 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414792.000000 Penalty: 53662.054688
Iteration 177Q: 26 clusters Score -5.241479e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13126 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42857 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106992 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 122427 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 26080 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15634 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414844.000000 Penalty: 53662.054688
Iteration 178Q: 26 clusters Score -5.241484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13123 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42857 members 
Mstep: Class 8 contains 3611 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106994 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 122430 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15628 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414856.000000 Penalty: 53662.054688
Iteration 179Q: 26 clusters Score -5.241486e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13117 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42856 members 
Mstep: Class 8 contains 3606 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106989 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 122428 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 15631 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414804.000000 Penalty: 53662.054688
Iteration 180F: 26 clusters Score -5.24148e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13108 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42852 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3604 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106988 members 
Mstep: Class 14 contains 11442 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6319 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 15629 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414792.000000 Penalty: 53662.054688
Iteration 181Q: 26 clusters Score -5.241479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13100 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42849 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106989 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 122428 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 15627 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1174 members 
Mstep: Class 25 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414804.000000 Penalty: 53662.054688
Iteration 182Q: 26 clusters Score -5.24148e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13090 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42845 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106990 members 
Mstep: Class 14 contains 11445 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15629 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414832.000000 Penalty: 53662.054688
Iteration 183Q: 26 clusters Score -5.241483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13080 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 3594 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3611 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 106992 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15629 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 21978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414812.000000 Penalty: 53662.054688
Iteration 184Q: 26 clusters Score -5.241481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13075 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42843 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 106990 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15632 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 21979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414848.000000 Penalty: 53662.054688
Iteration 185Q: 26 clusters Score -5.241485e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13071 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42844 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 106992 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 122424 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15630 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 21979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414844.000000 Penalty: 53662.054688
Iteration 186Q: 26 clusters Score -5.241484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13069 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42843 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3612 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106991 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 122423 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15620 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 21979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414840.000000 Penalty: 53662.054688
Iteration 187Q: 26 clusters Score -5.241484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14835 members 
Mstep: Class 5 contains 13065 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42843 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106993 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 122423 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 26079 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15611 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1172 members 
Mstep: Class 25 contains 21979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414868.000000 Penalty: 53662.054688
Iteration 188Q: 26 clusters Score -5.241487e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14834 members 
Mstep: Class 5 contains 13061 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 42841 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 106995 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 122423 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 26078 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 15604 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414876.000000 Penalty: 53662.054688
Iteration 189Q: 26 clusters Score -5.241488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 14831 members 
Mstep: Class 5 contains 13057 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42839 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107005 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 122426 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 26076 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 15596 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414916.000000 Penalty: 53662.054688
Iteration 190Q: 26 clusters Score -5.241492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13056 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42840 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107003 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 122428 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 26074 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414876.000000 Penalty: 53662.054688
Iteration 191Q: 26 clusters Score -5.241488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13055 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42841 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107003 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 122429 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 26073 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15585 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414864.000000 Penalty: 53662.054688
Iteration 192Q: 26 clusters Score -5.241486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13054 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42841 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107003 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 122432 members 
Mstep: Class 16 contains 6400 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15578 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414904.000000 Penalty: 53662.054688
Iteration 193Q: 26 clusters Score -5.24149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13054 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 3588 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107005 members 
Mstep: Class 14 contains 11461 members 
Mstep: Class 15 contains 122432 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15570 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414892.000000 Penalty: 53662.054688
Iteration 194Q: 26 clusters Score -5.241489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13054 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11462 members 
Mstep: Class 15 contains 122432 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15562 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414872.000000 Penalty: 53662.054688
Iteration 195Q: 26 clusters Score -5.241487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13054 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42841 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107007 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 122432 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15552 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414916.000000 Penalty: 53662.054688
Iteration 196Q: 26 clusters Score -5.241492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13053 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 15 contains 122433 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 26071 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15542 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1173 members 
Mstep: Class 25 contains 21989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414908.000000 Penalty: 53662.054688
Iteration 197Q: 26 clusters Score -5.241491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13051 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107007 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 122433 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 26070 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15532 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414928.000000 Penalty: 53662.054688
Iteration 198Q: 26 clusters Score -5.241493e+07 nChanged 29
Entering ConstructFrom: 
Score: -52414928.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (54221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Entering Unmasked Estep 
Score: -5382603.500000 Penalty: 1771.383789
	Iteration 0F: 2 clusters Score -5382604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -5346568.000000 Penalty: 3542.767578
	Iteration 0F: 3 clusters Score -5346568 nChanged 25316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5360925.500000 Penalty: 3542.767578
	Iteration 1F: 3 clusters Score -5360926 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5361487.000000 Penalty: 3542.767578
	Iteration 2Q: 3 clusters Score -5361487 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -5362242.500000 Penalty: 3542.767578
	Iteration 3Q: 3 clusters Score -5362242 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -5363201.000000 Penalty: 3542.767578
	Iteration 4Q: 3 clusters Score -5363201 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5364424.000000 Penalty: 3542.767578
	Iteration 5Q: 3 clusters Score -5364424 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5365978.000000 Penalty: 3542.767578
	Iteration 6F: 3 clusters Score -5365978 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -5367963.500000 Penalty: 3542.767578
	Iteration 7F: 3 clusters Score -5367964 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -5370456.500000 Penalty: 3542.767578
	Iteration 8F: 3 clusters Score -5370456 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5372883.500000 Penalty: 3542.767578
	Iteration 9F: 3 clusters Score -5372884 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -5374750.000000 Penalty: 3542.767578
	Iteration 10F: 3 clusters Score -5374750 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -5376107.000000 Penalty: 3542.767578
	Iteration 11Q: 3 clusters Score -5376107 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5377100.000000 Penalty: 3542.767578
	Iteration 12Q: 3 clusters Score -5377100 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -5377915.000000 Penalty: 3542.767578
	Iteration 13Q: 3 clusters Score -5377915 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -5378643.500000 Penalty: 3542.767578
	Iteration 14Q: 3 clusters Score -5378644 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -5379313.500000 Penalty: 3542.767578
	Iteration 15Q: 3 clusters Score -5379314 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -5379839.000000 Penalty: 3542.767578
	Iteration 16Q: 3 clusters Score -5379839 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -5380264.000000 Penalty: 3542.767578
	Iteration 17Q: 3 clusters Score -5380264 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5380564.000000 Penalty: 3542.767578
	Iteration 18Q: 3 clusters Score -5380564 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5380794.500000 Penalty: 3542.767578
	Iteration 19Q: 3 clusters Score -5380794 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5380888.500000 Penalty: 3542.767578
	Iteration 20F: 3 clusters Score -5380888 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5380984.500000 Penalty: 3542.767578
	Iteration 21Q: 3 clusters Score -5380984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5381050.000000 Penalty: 3542.767578
	Iteration 22Q: 3 clusters Score -5381050 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -5381121.000000 Penalty: 3542.767578
	Iteration 23Q: 3 clusters Score -5381121 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5381152.000000 Penalty: 3542.767578
	Iteration 24Q: 3 clusters Score -5381152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5381164.500000 Penalty: 3542.767578
	Iteration 25Q: 3 clusters Score -5381164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5381201.500000 Penalty: 3542.767578
	Iteration 26Q: 3 clusters Score -5381202 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5381228.000000 Penalty: 3542.767578
	Iteration 27Q: 3 clusters Score -5381228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5381246.000000 Penalty: 3542.767578
	Iteration 28Q: 3 clusters Score -5381246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5381274.000000 Penalty: 3542.767578
	Iteration 29Q: 3 clusters Score -5381274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5381291.500000 Penalty: 3542.767578
	Iteration 30Q: 3 clusters Score -5381292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5381309.000000 Penalty: 3542.767578
	Iteration 31Q: 3 clusters Score -5381309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5381325.000000 Penalty: 3542.767578
	Iteration 32Q: 3 clusters Score -5381325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5381339.000000 Penalty: 3542.767578
	Iteration 33Q: 3 clusters Score -5381339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5381335.500000 Penalty: 3542.767578
	Iteration 34Q: 3 clusters Score -5381336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5381345.000000 Penalty: 3542.767578
	Iteration 35Q: 3 clusters Score -5381345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5381351.500000 Penalty: 3542.767578
	Iteration 36Q: 3 clusters Score -5381352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5381364.000000 Penalty: 3542.767578
	Iteration 37Q: 3 clusters Score -5381364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5381371.000000 Penalty: 3542.767578
	Iteration 38Q: 3 clusters Score -5381371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5381371.000000 Penalty: 3542.767578
	Iteration 39Q: 3 clusters Score -5381371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5381365.000000 Penalty: 3542.767578
	Iteration 40F: 3 clusters Score -5381365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5381374.000000 Penalty: 3542.767578
	Iteration 41Q: 3 clusters Score -5381374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5381375.000000 Penalty: 3542.767578
	Iteration 42Q: 3 clusters Score -5381375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5381388.000000 Penalty: 3542.767578
	Iteration 43Q: 3 clusters Score -5381388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5381381.000000 Penalty: 3542.767578
	Iteration 44Q: 3 clusters Score -5381381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5381396.500000 Penalty: 3542.767578
	Iteration 45Q: 3 clusters Score -5381396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5381402.500000 Penalty: 3542.767578
	Iteration 46Q: 3 clusters Score -5381402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5381424.500000 Penalty: 3542.767578
	Iteration 47Q: 3 clusters Score -5381424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5381438.000000 Penalty: 3542.767578
	Iteration 48Q: 3 clusters Score -5381438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5381448.500000 Penalty: 3542.767578
	Iteration 49Q: 3 clusters Score -5381448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5381453.500000 Penalty: 3542.767578
	Iteration 50Q: 3 clusters Score -5381454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5381464.500000 Penalty: 3542.767578
	Iteration 51Q: 3 clusters Score -5381464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5381468.000000 Penalty: 3542.767578
	Iteration 52Q: 3 clusters Score -5381468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5381483.500000 Penalty: 3542.767578
	Iteration 53Q: 3 clusters Score -5381484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52415 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5381489.000000 Penalty: 3542.767578
	Iteration 54Q: 3 clusters Score -5381489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5381497.000000 Penalty: 3542.767578
	Iteration 55Q: 3 clusters Score -5381497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5381494.000000 Penalty: 3542.767578
	Iteration 56Q: 3 clusters Score -5381494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5381497.500000 Penalty: 3542.767578
	Iteration 57Q: 3 clusters Score -5381498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5381494.000000 Penalty: 3542.767578
	Iteration 58Q: 3 clusters Score -5381494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5381490.500000 Penalty: 3542.767578
	Iteration 59Q: 3 clusters Score -5381490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5381500.500000 Penalty: 3542.767578
	Iteration 60F: 3 clusters Score -5381500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5381520.500000 Penalty: 3542.767578
	Iteration 61Q: 3 clusters Score -5381520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5381529.500000 Penalty: 3542.767578
	Iteration 62Q: 3 clusters Score -5381530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5381544.500000 Penalty: 3542.767578
	Iteration 63Q: 3 clusters Score -5381544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5381543.500000 Penalty: 3542.767578
	Iteration 64Q: 3 clusters Score -5381544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5381552.000000 Penalty: 3542.767578
	Iteration 65Q: 3 clusters Score -5381552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5381554.000000 Penalty: 3542.767578
	Iteration 66Q: 3 clusters Score -5381554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5381567.000000 Penalty: 3542.767578
	Iteration 67Q: 3 clusters Score -5381567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5381575.000000 Penalty: 3542.767578
	Iteration 68Q: 3 clusters Score -5381575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5381582.500000 Penalty: 3542.767578
	Iteration 69Q: 3 clusters Score -5381582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5381597.500000 Penalty: 3542.767578
	Iteration 70Q: 3 clusters Score -5381598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5381612.500000 Penalty: 3542.767578
	Iteration 71Q: 3 clusters Score -5381612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5381620.000000 Penalty: 3542.767578
	Iteration 72Q: 3 clusters Score -5381620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5381617.000000 Penalty: 3542.767578
	Iteration 73Q: 3 clusters Score -5381617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5381619.000000 Penalty: 3542.767578
	Iteration 74Q: 3 clusters Score -5381619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5381621.000000 Penalty: 3542.767578
	Iteration 75Q: 3 clusters Score -5381621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5381622.500000 Penalty: 3542.767578
	Iteration 76Q: 3 clusters Score -5381622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5381625.500000 Penalty: 3542.767578
	Iteration 77Q: 3 clusters Score -5381626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5381627.500000 Penalty: 3542.767578
	Iteration 78Q: 3 clusters Score -5381628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5381631.500000 Penalty: 3542.767578
	Iteration 79Q: 3 clusters Score -5381632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5381627.000000 Penalty: 3542.767578
	Iteration 80F: 3 clusters Score -5381627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5381625.500000 Penalty: 3542.767578
	Iteration 81Q: 3 clusters Score -5381626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5381630.500000 Penalty: 3542.767578
	Iteration 82Q: 3 clusters Score -5381630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5381624.500000 Penalty: 3542.767578
	Iteration 83Q: 3 clusters Score -5381624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5381627.000000 Penalty: 3542.767578
	Iteration 84Q: 3 clusters Score -5381627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5381622.500000 Penalty: 3542.767578
	Iteration 85Q: 3 clusters Score -5381622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5381623.500000 Penalty: 3542.767578
	Iteration 86Q: 3 clusters Score -5381624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5381623.500000 Penalty: 3542.767578
	Iteration 87Q: 3 clusters Score -5381624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5381616.500000 Penalty: 3542.767578
	Iteration 88Q: 3 clusters Score -5381616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5381620.500000 Penalty: 3542.767578
	Iteration 89Q: 3 clusters Score -5381620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5381620.500000 Penalty: 3542.767578
	Iteration 90Q: 3 clusters Score -5381620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5381620.500000 Penalty: 3542.767578
	Iteration 91F: 3 clusters Score -5381620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -128646.062500 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -128646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -126968.687500 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -126968.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -127331.539062 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -127331.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -127479.164062 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -127479.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -127630.062500 Penalty: 2356.687256
	Iteration 3F: 3 clusters Score -127630.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -127766.992188 Penalty: 2356.687256
	Iteration 4F: 3 clusters Score -127767 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -127870.031250 Penalty: 2356.687256
	Iteration 5F: 3 clusters Score -127870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127971.992188 Penalty: 2356.687256
	Iteration 6F: 3 clusters Score -127972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -128073.453125 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -128073.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -128142.117188 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -128142.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -128223.898438 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -128223.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -128257.710938 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -128257.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -128264.789062 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -128264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128267.460938 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -128267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -128267.460938 Penalty: 2356.687256
	Iteration 13F: 3 clusters Score -128267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Entering Unmasked Estep 
Score: -1536127.125000 Penalty: 1569.409790
	Iteration 0F: 2 clusters Score -1536127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1525297.625000 Penalty: 3138.819580
	Iteration 0F: 3 clusters Score -1525298 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1528979.625000 Penalty: 3138.819580
	Iteration 1F: 3 clusters Score -1528980 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1529256.375000 Penalty: 3138.819580
	Iteration 2Q: 3 clusters Score -1529256 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1529485.375000 Penalty: 3138.819580
	Iteration 3Q: 3 clusters Score -1529485 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1529682.875000 Penalty: 3138.819580
	Iteration 4Q: 3 clusters Score -1529683 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1529952.250000 Penalty: 3138.819580
	Iteration 5Q: 3 clusters Score -1529952 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1530208.375000 Penalty: 3138.819580
	Iteration 6Q: 3 clusters Score -1530208 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1530535.750000 Penalty: 3138.819580
	Iteration 7Q: 3 clusters Score -1530536 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1530970.875000 Penalty: 3138.819580
	Iteration 8Q: 3 clusters Score -1530971 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1531511.125000 Penalty: 3138.819580
	Iteration 9F: 3 clusters Score -1531511 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1532143.625000 Penalty: 3138.819580
	Iteration 10F: 3 clusters Score -1532144 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1532850.125000 Penalty: 3138.819580
	Iteration 11F: 3 clusters Score -1532850 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1533523.625000 Penalty: 3138.819580
	Iteration 12F: 3 clusters Score -1533524 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1534033.125000 Penalty: 3138.819580
	Iteration 13Q: 3 clusters Score -1534033 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1534436.750000 Penalty: 3138.819580
	Iteration 14Q: 3 clusters Score -1534437 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1534810.250000 Penalty: 3138.819580
	Iteration 15Q: 3 clusters Score -1534810 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1535047.625000 Penalty: 3138.819580
	Iteration 16Q: 3 clusters Score -1535048 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1535167.625000 Penalty: 3138.819580
	Iteration 17Q: 3 clusters Score -1535168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1535258.000000 Penalty: 3138.819580
	Iteration 18Q: 3 clusters Score -1535258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1535327.125000 Penalty: 3138.819580
	Iteration 19Q: 3 clusters Score -1535327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1535381.625000 Penalty: 3138.819580
	Iteration 20F: 3 clusters Score -1535382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1535407.625000 Penalty: 3138.819580
	Iteration 21Q: 3 clusters Score -1535408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1535415.000000 Penalty: 3138.819580
	Iteration 22Q: 3 clusters Score -1535415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1535422.000000 Penalty: 3138.819580
	Iteration 23Q: 3 clusters Score -1535422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -1535423.750000 Penalty: 3138.819580
	Iteration 24Q: 3 clusters Score -1535424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1535428.375000 Penalty: 3138.819580
	Iteration 25Q: 3 clusters Score -1535428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1535429.500000 Penalty: 3138.819580
	Iteration 26Q: 3 clusters Score -1535430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1535430.750000 Penalty: 3138.819580
	Iteration 27Q: 3 clusters Score -1535431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1535433.125000 Penalty: 3138.819580
	Iteration 28Q: 3 clusters Score -1535433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1535438.375000 Penalty: 3138.819580
	Iteration 29Q: 3 clusters Score -1535438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1535441.875000 Penalty: 3138.819580
	Iteration 30Q: 3 clusters Score -1535442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1535441.875000 Penalty: 3138.819580
	Iteration 31F: 3 clusters Score -1535442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Entering Unmasked Estep 
Score: -1465868.375000 Penalty: 1560.705200
	Iteration 0F: 2 clusters Score -1465868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1455633.875000 Penalty: 3121.410400
	Iteration 0F: 3 clusters Score -1455634 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1459286.625000 Penalty: 3121.410400
	Iteration 1F: 3 clusters Score -1459287 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1459569.250000 Penalty: 3121.410400
	Iteration 2F: 3 clusters Score -1459569 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1459857.625000 Penalty: 3121.410400
	Iteration 3Q: 3 clusters Score -1459858 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1460158.250000 Penalty: 3121.410400
	Iteration 4Q: 3 clusters Score -1460158 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1460457.000000 Penalty: 3121.410400
	Iteration 5Q: 3 clusters Score -1460457 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1460754.500000 Penalty: 3121.410400
	Iteration 6Q: 3 clusters Score -1460754 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1461054.750000 Penalty: 3121.410400
	Iteration 7Q: 3 clusters Score -1461055 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1461357.500000 Penalty: 3121.410400
	Iteration 8Q: 3 clusters Score -1461358 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1461651.625000 Penalty: 3121.410400
	Iteration 9Q: 3 clusters Score -1461652 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1461979.000000 Penalty: 3121.410400
	Iteration 10Q: 3 clusters Score -1461979 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1462308.250000 Penalty: 3121.410400
	Iteration 11Q: 3 clusters Score -1462308 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1462643.250000 Penalty: 3121.410400
	Iteration 12Q: 3 clusters Score -1462643 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1462978.000000 Penalty: 3121.410400
	Iteration 13Q: 3 clusters Score -1462978 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1463262.875000 Penalty: 3121.410400
	Iteration 14Q: 3 clusters Score -1463263 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1463507.125000 Penalty: 3121.410400
	Iteration 15Q: 3 clusters Score -1463507 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1463744.875000 Penalty: 3121.410400
	Iteration 16Q: 3 clusters Score -1463745 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1463950.625000 Penalty: 3121.410400
	Iteration 17Q: 3 clusters Score -1463951 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1464097.125000 Penalty: 3121.410400
	Iteration 18Q: 3 clusters Score -1464097 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1464211.000000 Penalty: 3121.410400
	Iteration 19Q: 3 clusters Score -1464211 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1464322.750000 Penalty: 3121.410400
	Iteration 20F: 3 clusters Score -1464323 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1464408.250000 Penalty: 3121.410400
	Iteration 21Q: 3 clusters Score -1464408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1464474.375000 Penalty: 3121.410400
	Iteration 22Q: 3 clusters Score -1464474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1464537.375000 Penalty: 3121.410400
	Iteration 23Q: 3 clusters Score -1464537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1464575.375000 Penalty: 3121.410400
	Iteration 24Q: 3 clusters Score -1464575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1464599.750000 Penalty: 3121.410400
	Iteration 25Q: 3 clusters Score -1464600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1464628.250000 Penalty: 3121.410400
	Iteration 26Q: 3 clusters Score -1464628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1464646.000000 Penalty: 3121.410400
	Iteration 27Q: 3 clusters Score -1464646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1464665.750000 Penalty: 3121.410400
	Iteration 28Q: 3 clusters Score -1464666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1464671.125000 Penalty: 3121.410400
	Iteration 29Q: 3 clusters Score -1464671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1464676.375000 Penalty: 3121.410400
	Iteration 30Q: 3 clusters Score -1464676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1464681.250000 Penalty: 3121.410400
	Iteration 31Q: 3 clusters Score -1464681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1464683.000000 Penalty: 3121.410400
	Iteration 32Q: 3 clusters Score -1464683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1464687.000000 Penalty: 3121.410400
	Iteration 33Q: 3 clusters Score -1464687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1464688.625000 Penalty: 3121.410400
	Iteration 34Q: 3 clusters Score -1464689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1464686.750000 Penalty: 3121.410400
	Iteration 35Q: 3 clusters Score -1464687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1464686.750000 Penalty: 3121.410400
	Iteration 36F: 3 clusters Score -1464687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Entering Unmasked Estep 
Score: -1282260.375000 Penalty: 1539.925903
	Iteration 0F: 2 clusters Score -1282260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1273111.375000 Penalty: 3079.851807
	Iteration 0F: 3 clusters Score -1273111 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1276138.000000 Penalty: 3079.851807
	Iteration 1F: 3 clusters Score -1276138 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1276397.875000 Penalty: 3079.851807
	Iteration 2F: 3 clusters Score -1276398 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1276628.750000 Penalty: 3079.851807
	Iteration 3Q: 3 clusters Score -1276629 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1276875.250000 Penalty: 3079.851807
	Iteration 4Q: 3 clusters Score -1276875 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1277175.000000 Penalty: 3079.851807
	Iteration 5Q: 3 clusters Score -1277175 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1277579.250000 Penalty: 3079.851807
	Iteration 6Q: 3 clusters Score -1277579 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1278078.375000 Penalty: 3079.851807
	Iteration 7F: 3 clusters Score -1278078 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1278608.625000 Penalty: 3079.851807
	Iteration 8F: 3 clusters Score -1278609 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1279083.750000 Penalty: 3079.851807
	Iteration 9F: 3 clusters Score -1279084 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1279476.375000 Penalty: 3079.851807
	Iteration 10Q: 3 clusters Score -1279476 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1279882.125000 Penalty: 3079.851807
	Iteration 11Q: 3 clusters Score -1279882 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1280194.875000 Penalty: 3079.851807
	Iteration 12Q: 3 clusters Score -1280195 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1280403.000000 Penalty: 3079.851807
	Iteration 13Q: 3 clusters Score -1280403 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1280523.375000 Penalty: 3079.851807
	Iteration 14Q: 3 clusters Score -1280523 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1280608.875000 Penalty: 3079.851807
	Iteration 15Q: 3 clusters Score -1280609 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1280663.750000 Penalty: 3079.851807
	Iteration 16Q: 3 clusters Score -1280664 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1280713.000000 Penalty: 3079.851807
	Iteration 17Q: 3 clusters Score -1280713 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1280748.625000 Penalty: 3079.851807
	Iteration 18Q: 3 clusters Score -1280749 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1280781.250000 Penalty: 3079.851807
	Iteration 19Q: 3 clusters Score -1280781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1280812.250000 Penalty: 3079.851807
	Iteration 20F: 3 clusters Score -1280812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1280834.625000 Penalty: 3079.851807
	Iteration 21Q: 3 clusters Score -1280835 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1280848.375000 Penalty: 3079.851807
	Iteration 22Q: 3 clusters Score -1280848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1280859.250000 Penalty: 3079.851807
	Iteration 23Q: 3 clusters Score -1280859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1280869.625000 Penalty: 3079.851807
	Iteration 24Q: 3 clusters Score -1280870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1280879.250000 Penalty: 3079.851807
	Iteration 25Q: 3 clusters Score -1280879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1280886.000000 Penalty: 3079.851807
	Iteration 26Q: 3 clusters Score -1280886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1280889.500000 Penalty: 3079.851807
	Iteration 27Q: 3 clusters Score -1280890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1280890.250000 Penalty: 3079.851807
	Iteration 28Q: 3 clusters Score -1280890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1280900.250000 Penalty: 3079.851807
	Iteration 29Q: 3 clusters Score -1280900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1280907.750000 Penalty: 3079.851807
	Iteration 30Q: 3 clusters Score -1280908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1280915.750000 Penalty: 3079.851807
	Iteration 31Q: 3 clusters Score -1280916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1280924.250000 Penalty: 3079.851807
	Iteration 32Q: 3 clusters Score -1280924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1280934.250000 Penalty: 3079.851807
	Iteration 33Q: 3 clusters Score -1280934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1280943.750000 Penalty: 3079.851807
	Iteration 34Q: 3 clusters Score -1280944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1280945.750000 Penalty: 3079.851807
	Iteration 35Q: 3 clusters Score -1280946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1280950.625000 Penalty: 3079.851807
	Iteration 36Q: 3 clusters Score -1280951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1280963.000000 Penalty: 3079.851807
	Iteration 37Q: 3 clusters Score -1280963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1280966.125000 Penalty: 3079.851807
	Iteration 38Q: 3 clusters Score -1280966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1280969.125000 Penalty: 3079.851807
	Iteration 39Q: 3 clusters Score -1280969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1280974.500000 Penalty: 3079.851807
	Iteration 40F: 3 clusters Score -1280974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1280977.500000 Penalty: 3079.851807
	Iteration 41Q: 3 clusters Score -1280978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1280978.000000 Penalty: 3079.851807
	Iteration 42Q: 3 clusters Score -1280978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1280982.500000 Penalty: 3079.851807
	Iteration 43Q: 3 clusters Score -1280982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1280979.750000 Penalty: 3079.851807
	Iteration 44Q: 3 clusters Score -1280980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1280979.625000 Penalty: 3079.851807
	Iteration 45Q: 3 clusters Score -1280980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1280979.500000 Penalty: 3079.851807
	Iteration 46Q: 3 clusters Score -1280980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1280980.625000 Penalty: 3079.851807
	Iteration 47Q: 3 clusters Score -1280981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1280982.500000 Penalty: 3079.851807
	Iteration 48Q: 3 clusters Score -1280982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1280981.125000 Penalty: 3079.851807
	Iteration 49Q: 3 clusters Score -1280981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1280981.625000 Penalty: 3079.851807
	Iteration 50Q: 3 clusters Score -1280982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1280980.875000 Penalty: 3079.851807
	Iteration 51Q: 3 clusters Score -1280981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1280979.000000 Penalty: 3079.851807
	Iteration 52Q: 3 clusters Score -1280979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1280979.500000 Penalty: 3079.851807
	Iteration 53Q: 3 clusters Score -1280980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1280981.000000 Penalty: 3079.851807
	Iteration 54Q: 3 clusters Score -1280981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1280981.125000 Penalty: 3079.851807
	Iteration 55Q: 3 clusters Score -1280981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1280984.000000 Penalty: 3079.851807
	Iteration 56Q: 3 clusters Score -1280984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1280983.625000 Penalty: 3079.851807
	Iteration 57Q: 3 clusters Score -1280984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1280983.375000 Penalty: 3079.851807
	Iteration 58Q: 3 clusters Score -1280983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1280984.750000 Penalty: 3079.851807
	Iteration 59Q: 3 clusters Score -1280985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1280985.000000 Penalty: 3079.851807
	Iteration 60F: 3 clusters Score -1280985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -594358.500000 Penalty: 1412.283936
	Iteration 0F: 2 clusters Score -594358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -589866.625000 Penalty: 2824.567871
	Iteration 0F: 3 clusters Score -589866.6 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -591345.187500 Penalty: 2824.567871
	Iteration 1F: 3 clusters Score -591345.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -591770.562500 Penalty: 2824.567871
	Iteration 2F: 3 clusters Score -591770.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -592092.812500 Penalty: 2824.567871
	Iteration 3F: 3 clusters Score -592092.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -592385.750000 Penalty: 2824.567871
	Iteration 4F: 3 clusters Score -592385.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -592595.312500 Penalty: 2824.567871
	Iteration 5F: 3 clusters Score -592595.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -592733.062500 Penalty: 2824.567871
	Iteration 6Q: 3 clusters Score -592733.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -592849.000000 Penalty: 2824.567871
	Iteration 7Q: 3 clusters Score -592849 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -592962.437500 Penalty: 2824.567871
	Iteration 8Q: 3 clusters Score -592962.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -593069.875000 Penalty: 2824.567871
	Iteration 9Q: 3 clusters Score -593069.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -593170.625000 Penalty: 2824.567871
	Iteration 10Q: 3 clusters Score -593170.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -593250.937500 Penalty: 2824.567871
	Iteration 11Q: 3 clusters Score -593250.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -593319.062500 Penalty: 2824.567871
	Iteration 12Q: 3 clusters Score -593319.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -593380.687500 Penalty: 2824.567871
	Iteration 13Q: 3 clusters Score -593380.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -593448.125000 Penalty: 2824.567871
	Iteration 14Q: 3 clusters Score -593448.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -593509.812500 Penalty: 2824.567871
	Iteration 15Q: 3 clusters Score -593509.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -593564.812500 Penalty: 2824.567871
	Iteration 16Q: 3 clusters Score -593564.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -593605.125000 Penalty: 2824.567871
	Iteration 17Q: 3 clusters Score -593605.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -593636.000000 Penalty: 2824.567871
	Iteration 18Q: 3 clusters Score -593636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -593665.250000 Penalty: 2824.567871
	Iteration 19Q: 3 clusters Score -593665.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -593682.562500 Penalty: 2824.567871
	Iteration 20F: 3 clusters Score -593682.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -593700.687500 Penalty: 2824.567871
	Iteration 21Q: 3 clusters Score -593700.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -593713.625000 Penalty: 2824.567871
	Iteration 22Q: 3 clusters Score -593713.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -593721.187500 Penalty: 2824.567871
	Iteration 23Q: 3 clusters Score -593721.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -593724.000000 Penalty: 2824.567871
	Iteration 24Q: 3 clusters Score -593724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -593734.375000 Penalty: 2824.567871
	Iteration 25Q: 3 clusters Score -593734.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -593749.937500 Penalty: 2824.567871
	Iteration 26Q: 3 clusters Score -593749.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -593766.625000 Penalty: 2824.567871
	Iteration 27Q: 3 clusters Score -593766.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -593783.937500 Penalty: 2824.567871
	Iteration 28Q: 3 clusters Score -593783.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -593806.375000 Penalty: 2824.567871
	Iteration 29Q: 3 clusters Score -593806.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -593823.187500 Penalty: 2824.567871
	Iteration 30Q: 3 clusters Score -593823.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -593834.562500 Penalty: 2824.567871
	Iteration 31Q: 3 clusters Score -593834.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -593846.625000 Penalty: 2824.567871
	Iteration 32Q: 3 clusters Score -593846.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -593855.187500 Penalty: 2824.567871
	Iteration 33Q: 3 clusters Score -593855.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -593860.875000 Penalty: 2824.567871
	Iteration 34Q: 3 clusters Score -593860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -593867.312500 Penalty: 2824.567871
	Iteration 35Q: 3 clusters Score -593867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -593868.187500 Penalty: 2824.567871
	Iteration 36Q: 3 clusters Score -593868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -593869.125000 Penalty: 2824.567871
	Iteration 37Q: 3 clusters Score -593869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -593870.875000 Penalty: 2824.567871
	Iteration 38Q: 3 clusters Score -593870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -593872.687500 Penalty: 2824.567871
	Iteration 39Q: 3 clusters Score -593872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -593873.625000 Penalty: 2824.567871
	Iteration 40F: 3 clusters Score -593873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -593874.500000 Penalty: 2824.567871
	Iteration 41Q: 3 clusters Score -593874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -593876.000000 Penalty: 2824.567871
	Iteration 42Q: 3 clusters Score -593876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -593878.625000 Penalty: 2824.567871
	Iteration 43Q: 3 clusters Score -593878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -593877.750000 Penalty: 2824.567871
	Iteration 44Q: 3 clusters Score -593877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -593877.750000 Penalty: 2824.567871
	Iteration 45F: 3 clusters Score -593877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Entering Unmasked Estep 
Score: -4268690.000000 Penalty: 1733.107178
	Iteration 0F: 2 clusters Score -4268690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4240030.500000 Penalty: 3466.214355
	Iteration 0F: 3 clusters Score -4240030 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4251091.500000 Penalty: 3466.214355
	Iteration 1F: 3 clusters Score -4251092 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4251560.000000 Penalty: 3466.214355
	Iteration 2Q: 3 clusters Score -4251560 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -4252051.000000 Penalty: 3466.214355
	Iteration 3Q: 3 clusters Score -4252051 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -4252695.000000 Penalty: 3466.214355
	Iteration 4Q: 3 clusters Score -4252695 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4253610.000000 Penalty: 3466.214355
	Iteration 5Q: 3 clusters Score -4253610 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4254984.500000 Penalty: 3466.214355
	Iteration 6F: 3 clusters Score -4254984 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -4257013.500000 Penalty: 3466.214355
	Iteration 7F: 3 clusters Score -4257014 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4259643.500000 Penalty: 3466.214355
	Iteration 8F: 3 clusters Score -4259644 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4262426.000000 Penalty: 3466.214355
	Iteration 9F: 3 clusters Score -4262426 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -4264506.000000 Penalty: 3466.214355
	Iteration 10F: 3 clusters Score -4264506 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -4265838.500000 Penalty: 3466.214355
	Iteration 11Q: 3 clusters Score -4265838 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -4266506.000000 Penalty: 3466.214355
	Iteration 12Q: 3 clusters Score -4266506 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4266890.000000 Penalty: 3466.214355
	Iteration 13Q: 3 clusters Score -4266890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -4267078.500000 Penalty: 3466.214355
	Iteration 14Q: 3 clusters Score -4267078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -4267187.000000 Penalty: 3466.214355
	Iteration 15Q: 3 clusters Score -4267187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -4267252.500000 Penalty: 3466.214355
	Iteration 16Q: 3 clusters Score -4267252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -4267312.000000 Penalty: 3466.214355
	Iteration 17Q: 3 clusters Score -4267312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -4267337.000000 Penalty: 3466.214355
	Iteration 18Q: 3 clusters Score -4267337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -4267351.500000 Penalty: 3466.214355
	Iteration 19Q: 3 clusters Score -4267352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -4267361.500000 Penalty: 3466.214355
	Iteration 20F: 3 clusters Score -4267362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -4267376.000000 Penalty: 3466.214355
	Iteration 21Q: 3 clusters Score -4267376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -4267384.000000 Penalty: 3466.214355
	Iteration 22Q: 3 clusters Score -4267384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -4267387.500000 Penalty: 3466.214355
	Iteration 23Q: 3 clusters Score -4267388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -4267391.500000 Penalty: 3466.214355
	Iteration 24Q: 3 clusters Score -4267392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -4267394.000000 Penalty: 3466.214355
	Iteration 25Q: 3 clusters Score -4267394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -4267398.500000 Penalty: 3466.214355
	Iteration 26Q: 3 clusters Score -4267398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -4267397.000000 Penalty: 3466.214355
	Iteration 27Q: 3 clusters Score -4267397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4267403.000000 Penalty: 3466.214355
	Iteration 28Q: 3 clusters Score -4267403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -4267405.000000 Penalty: 3466.214355
	Iteration 29Q: 3 clusters Score -4267405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -4267409.000000 Penalty: 3466.214355
	Iteration 30Q: 3 clusters Score -4267409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -4267413.500000 Penalty: 3466.214355
	Iteration 31Q: 3 clusters Score -4267414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -4267407.000000 Penalty: 3466.214355
	Iteration 32Q: 3 clusters Score -4267407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -4267412.500000 Penalty: 3466.214355
	Iteration 33Q: 3 clusters Score -4267412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -4267415.500000 Penalty: 3466.214355
	Iteration 34Q: 3 clusters Score -4267416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4267417.000000 Penalty: 3466.214355
	Iteration 35Q: 3 clusters Score -4267417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -4267415.000000 Penalty: 3466.214355
	Iteration 36Q: 3 clusters Score -4267415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -4267415.000000 Penalty: 3466.214355
	Iteration 37Q: 3 clusters Score -4267415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4267412.000000 Penalty: 3466.214355
	Iteration 38Q: 3 clusters Score -4267412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4267412.000000 Penalty: 3466.214355
	Iteration 39F: 3 clusters Score -4267412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -343046.375000 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -343046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -339951.593750 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -339951.6 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -340784.375000 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -340784.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -341011.156250 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -341011.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -341223.750000 Penalty: 2659.785645
	Iteration 3F: 3 clusters Score -341223.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -341484.218750 Penalty: 2659.785645
	Iteration 4F: 3 clusters Score -341484.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -341819.812500 Penalty: 2659.785645
	Iteration 5F: 3 clusters Score -341819.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -342196.531250 Penalty: 2659.785645
	Iteration 6F: 3 clusters Score -342196.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -342520.281250 Penalty: 2659.785645
	Iteration 7F: 3 clusters Score -342520.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -342784.750000 Penalty: 2659.785645
	Iteration 8F: 3 clusters Score -342784.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -342951.250000 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -342951.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -343035.281250 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -343035.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -343063.843750 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -343063.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -343072.593750 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -343072.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -343079.593750 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -343079.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -343084.187500 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -343084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -343088.593750 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -343088.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -343093.781250 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -343093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -343095.937500 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -343095.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -343098.250000 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -343098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -343100.218750 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -343100.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -343101.437500 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -343101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -343101.656250 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -343101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -343102.250000 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -343102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -343102.625000 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -343102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -343103.843750 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -343103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -343104.250000 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -343104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -343104.281250 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -343104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -343104.468750 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -343104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -343104.593750 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -343104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -343105.187500 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -343105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -343105.281250 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -343105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -343105.593750 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -343105.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -343105.593750 Penalty: 2659.785645
	Iteration 32F: 3 clusters Score -343105.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13049 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 1548 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107007 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 122433 members 
Mstep: Class 16 contains 6438 members 
Mstep: Class 17 contains 26069 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15525 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21993 members 
Mstep: Class 26 contains 2035 members 
Entering Unmasked Estep 
Score: -52414208.000000 Penalty: 55808.535156
Splitting cluster 8 changes total score from -52414928.000000 to -52414208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -999854.125000 Penalty: 1498.602661
	Iteration 0F: 2 clusters Score -999854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -992666.437500 Penalty: 2997.205322
	Iteration 0F: 3 clusters Score -992666.4 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -994997.937500 Penalty: 2997.205322
	Iteration 1F: 3 clusters Score -994997.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -995216.937500 Penalty: 2997.205322
	Iteration 2F: 3 clusters Score -995216.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -995375.375000 Penalty: 2997.205322
	Iteration 3Q: 3 clusters Score -995375.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -995511.812500 Penalty: 2997.205322
	Iteration 4Q: 3 clusters Score -995511.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -995633.187500 Penalty: 2997.205322
	Iteration 5Q: 3 clusters Score -995633.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -995766.125000 Penalty: 2997.205322
	Iteration 6Q: 3 clusters Score -995766.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -995924.812500 Penalty: 2997.205322
	Iteration 7Q: 3 clusters Score -995924.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -996118.937500 Penalty: 2997.205322
	Iteration 8Q: 3 clusters Score -996118.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -996377.125000 Penalty: 2997.205322
	Iteration 9Q: 3 clusters Score -996377.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -996705.500000 Penalty: 2997.205322
	Iteration 10F: 3 clusters Score -996705.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -997046.000000 Penalty: 2997.205322
	Iteration 11F: 3 clusters Score -997046 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -997398.187500 Penalty: 2997.205322
	Iteration 12Q: 3 clusters Score -997398.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -997749.625000 Penalty: 2997.205322
	Iteration 13Q: 3 clusters Score -997749.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -998030.125000 Penalty: 2997.205322
	Iteration 14Q: 3 clusters Score -998030.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -998216.312500 Penalty: 2997.205322
	Iteration 15Q: 3 clusters Score -998216.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -998333.000000 Penalty: 2997.205322
	Iteration 16Q: 3 clusters Score -998333 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -998409.375000 Penalty: 2997.205322
	Iteration 17Q: 3 clusters Score -998409.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -998461.437500 Penalty: 2997.205322
	Iteration 18Q: 3 clusters Score -998461.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -998497.500000 Penalty: 2997.205322
	Iteration 19Q: 3 clusters Score -998497.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -998518.500000 Penalty: 2997.205322
	Iteration 20F: 3 clusters Score -998518.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -998533.062500 Penalty: 2997.205322
	Iteration 21Q: 3 clusters Score -998533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -998543.937500 Penalty: 2997.205322
	Iteration 22Q: 3 clusters Score -998543.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -998552.875000 Penalty: 2997.205322
	Iteration 23Q: 3 clusters Score -998552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -998560.250000 Penalty: 2997.205322
	Iteration 24Q: 3 clusters Score -998560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -998565.062500 Penalty: 2997.205322
	Iteration 25Q: 3 clusters Score -998565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -998573.187500 Penalty: 2997.205322
	Iteration 26Q: 3 clusters Score -998573.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -998577.250000 Penalty: 2997.205322
	Iteration 27Q: 3 clusters Score -998577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -998579.250000 Penalty: 2997.205322
	Iteration 28Q: 3 clusters Score -998579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -998579.937500 Penalty: 2997.205322
	Iteration 29Q: 3 clusters Score -998579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -998580.500000 Penalty: 2997.205322
	Iteration 30Q: 3 clusters Score -998580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -998579.875000 Penalty: 2997.205322
	Iteration 31Q: 3 clusters Score -998579.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -998579.875000 Penalty: 2997.205322
	Iteration 32F: 3 clusters Score -998579.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -343378.531250 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -343378.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -340274.906250 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -340274.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -341239.406250 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -341239.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -341515.937500 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -341515.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -341722.218750 Penalty: 2662.765137
	Iteration 3F: 3 clusters Score -341722.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -341868.656250 Penalty: 2662.765137
	Iteration 4F: 3 clusters Score -341868.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -341969.718750 Penalty: 2662.765137
	Iteration 5Q: 3 clusters Score -341969.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -342041.187500 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -342041.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -342098.812500 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -342098.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -342147.000000 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -342147 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342181.125000 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -342181.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342202.531250 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -342202.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -342218.843750 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -342218.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -342241.468750 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -342241.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -342254.375000 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -342254.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -342264.593750 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -342264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -342269.781250 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -342269.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -342275.468750 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -342275.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -342283.062500 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -342283.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -342290.968750 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -342291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -342295.343750 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -342295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -342298.468750 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -342298.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -342303.500000 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -342303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -342306.406250 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -342306.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -342309.468750 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -342309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -342312.093750 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -342312.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -342314.687500 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -342314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -342315.562500 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -342315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -342318.156250 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -342318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -342318.937500 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -342318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -342321.500000 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -342321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -342326.343750 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -342326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -342330.906250 Penalty: 2662.765137
	Iteration 31Q: 3 clusters Score -342330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -342335.281250 Penalty: 2662.765137
	Iteration 32Q: 3 clusters Score -342335.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -342337.593750 Penalty: 2662.765137
	Iteration 33Q: 3 clusters Score -342337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -342339.968750 Penalty: 2662.765137
	Iteration 34Q: 3 clusters Score -342340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -342340.468750 Penalty: 2662.765137
	Iteration 35Q: 3 clusters Score -342340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -342340.000000 Penalty: 2662.765137
	Iteration 36Q: 3 clusters Score -342340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -342340.062500 Penalty: 2662.765137
	Iteration 37Q: 3 clusters Score -342340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -342340.062500 Penalty: 2662.765137
	Iteration 38F: 3 clusters Score -342340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Entering Unmasked Estep 
Score: -881846.562500 Penalty: 1478.108276
	Iteration 0F: 2 clusters Score -881846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -875315.562500 Penalty: 2956.216553
	Iteration 0F: 3 clusters Score -875315.6 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -877291.312500 Penalty: 2956.216553
	Iteration 1F: 3 clusters Score -877291.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -877544.500000 Penalty: 2956.216553
	Iteration 2F: 3 clusters Score -877544.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -877784.312500 Penalty: 2956.216553
	Iteration 3F: 3 clusters Score -877784.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -878008.625000 Penalty: 2956.216553
	Iteration 4F: 3 clusters Score -878008.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -878225.375000 Penalty: 2956.216553
	Iteration 5Q: 3 clusters Score -878225.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -878488.937500 Penalty: 2956.216553
	Iteration 6Q: 3 clusters Score -878488.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -878783.687500 Penalty: 2956.216553
	Iteration 7F: 3 clusters Score -878783.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -879050.437500 Penalty: 2956.216553
	Iteration 8F: 3 clusters Score -879050.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -879262.375000 Penalty: 2956.216553
	Iteration 9Q: 3 clusters Score -879262.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -879454.312500 Penalty: 2956.216553
	Iteration 10Q: 3 clusters Score -879454.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -879619.125000 Penalty: 2956.216553
	Iteration 11Q: 3 clusters Score -879619.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -879769.000000 Penalty: 2956.216553
	Iteration 12Q: 3 clusters Score -879769 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -879891.625000 Penalty: 2956.216553
	Iteration 13Q: 3 clusters Score -879891.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -879986.937500 Penalty: 2956.216553
	Iteration 14Q: 3 clusters Score -879986.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -880085.062500 Penalty: 2956.216553
	Iteration 15Q: 3 clusters Score -880085.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -880176.000000 Penalty: 2956.216553
	Iteration 16Q: 3 clusters Score -880176 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -880267.750000 Penalty: 2956.216553
	Iteration 17Q: 3 clusters Score -880267.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -880353.875000 Penalty: 2956.216553
	Iteration 18Q: 3 clusters Score -880353.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -880421.375000 Penalty: 2956.216553
	Iteration 19Q: 3 clusters Score -880421.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -880486.062500 Penalty: 2956.216553
	Iteration 20F: 3 clusters Score -880486.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -880545.062500 Penalty: 2956.216553
	Iteration 21Q: 3 clusters Score -880545.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -880587.875000 Penalty: 2956.216553
	Iteration 22Q: 3 clusters Score -880587.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -880631.312500 Penalty: 2956.216553
	Iteration 23Q: 3 clusters Score -880631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -880657.250000 Penalty: 2956.216553
	Iteration 24Q: 3 clusters Score -880657.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -880688.375000 Penalty: 2956.216553
	Iteration 25Q: 3 clusters Score -880688.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -880724.875000 Penalty: 2956.216553
	Iteration 26Q: 3 clusters Score -880724.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -880743.125000 Penalty: 2956.216553
	Iteration 27Q: 3 clusters Score -880743.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -880756.500000 Penalty: 2956.216553
	Iteration 28Q: 3 clusters Score -880756.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -880771.250000 Penalty: 2956.216553
	Iteration 29Q: 3 clusters Score -880771.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -880778.437500 Penalty: 2956.216553
	Iteration 30Q: 3 clusters Score -880778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -880786.812500 Penalty: 2956.216553
	Iteration 31Q: 3 clusters Score -880786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -880790.125000 Penalty: 2956.216553
	Iteration 32Q: 3 clusters Score -880790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -880791.875000 Penalty: 2956.216553
	Iteration 33Q: 3 clusters Score -880791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -880795.625000 Penalty: 2956.216553
	Iteration 34Q: 3 clusters Score -880795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -880799.437500 Penalty: 2956.216553
	Iteration 35Q: 3 clusters Score -880799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -880804.875000 Penalty: 2956.216553
	Iteration 36Q: 3 clusters Score -880804.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -880811.562500 Penalty: 2956.216553
	Iteration 37Q: 3 clusters Score -880811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -880814.437500 Penalty: 2956.216553
	Iteration 38Q: 3 clusters Score -880814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -880817.000000 Penalty: 2956.216553
	Iteration 39Q: 3 clusters Score -880817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -880819.562500 Penalty: 2956.216553
	Iteration 40F: 3 clusters Score -880819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -880824.125000 Penalty: 2956.216553
	Iteration 41Q: 3 clusters Score -880824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -880829.000000 Penalty: 2956.216553
	Iteration 42Q: 3 clusters Score -880829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -880832.687500 Penalty: 2956.216553
	Iteration 43Q: 3 clusters Score -880832.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -880839.875000 Penalty: 2956.216553
	Iteration 44Q: 3 clusters Score -880839.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -880849.062500 Penalty: 2956.216553
	Iteration 45Q: 3 clusters Score -880849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -880853.375000 Penalty: 2956.216553
	Iteration 46Q: 3 clusters Score -880853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -880852.375000 Penalty: 2956.216553
	Iteration 47Q: 3 clusters Score -880852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -880852.125000 Penalty: 2956.216553
	Iteration 48Q: 3 clusters Score -880852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -880852.312500 Penalty: 2956.216553
	Iteration 49Q: 3 clusters Score -880852.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -880852.312500 Penalty: 2956.216553
	Iteration 50F: 3 clusters Score -880852.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -534458.312500 Penalty: 1402.952271
	Iteration 0F: 2 clusters Score -534458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -530095.500000 Penalty: 2805.904541
	Iteration 0F: 3 clusters Score -530095.5 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -531386.625000 Penalty: 2805.904541
	Iteration 1F: 3 clusters Score -531386.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -531680.875000 Penalty: 2805.904541
	Iteration 2F: 3 clusters Score -531680.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -531930.875000 Penalty: 2805.904541
	Iteration 3F: 3 clusters Score -531930.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -532169.000000 Penalty: 2805.904541
	Iteration 4F: 3 clusters Score -532169 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -532432.625000 Penalty: 2805.904541
	Iteration 5F: 3 clusters Score -532432.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -532692.750000 Penalty: 2805.904541
	Iteration 6F: 3 clusters Score -532692.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -532962.062500 Penalty: 2805.904541
	Iteration 7F: 3 clusters Score -532962.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -533233.125000 Penalty: 2805.904541
	Iteration 8Q: 3 clusters Score -533233.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -533435.187500 Penalty: 2805.904541
	Iteration 9Q: 3 clusters Score -533435.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -533589.812500 Penalty: 2805.904541
	Iteration 10Q: 3 clusters Score -533589.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -533675.000000 Penalty: 2805.904541
	Iteration 11Q: 3 clusters Score -533675 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -533724.375000 Penalty: 2805.904541
	Iteration 12Q: 3 clusters Score -533724.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -533763.187500 Penalty: 2805.904541
	Iteration 13Q: 3 clusters Score -533763.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -533787.937500 Penalty: 2805.904541
	Iteration 14Q: 3 clusters Score -533787.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -533806.875000 Penalty: 2805.904541
	Iteration 15Q: 3 clusters Score -533806.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -533819.062500 Penalty: 2805.904541
	Iteration 16Q: 3 clusters Score -533819.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -533828.500000 Penalty: 2805.904541
	Iteration 17Q: 3 clusters Score -533828.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -533836.312500 Penalty: 2805.904541
	Iteration 18Q: 3 clusters Score -533836.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -533842.312500 Penalty: 2805.904541
	Iteration 19Q: 3 clusters Score -533842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -533846.875000 Penalty: 2805.904541
	Iteration 20F: 3 clusters Score -533846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -533853.312500 Penalty: 2805.904541
	Iteration 21Q: 3 clusters Score -533853.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -533858.062500 Penalty: 2805.904541
	Iteration 22Q: 3 clusters Score -533858.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -533859.625000 Penalty: 2805.904541
	Iteration 23Q: 3 clusters Score -533859.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -533863.562500 Penalty: 2805.904541
	Iteration 24Q: 3 clusters Score -533863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -533864.250000 Penalty: 2805.904541
	Iteration 25Q: 3 clusters Score -533864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -533864.000000 Penalty: 2805.904541
	Iteration 26Q: 3 clusters Score -533864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -533866.687500 Penalty: 2805.904541
	Iteration 27Q: 3 clusters Score -533866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -533868.812500 Penalty: 2805.904541
	Iteration 28Q: 3 clusters Score -533868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -533869.125000 Penalty: 2805.904541
	Iteration 29Q: 3 clusters Score -533869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -533870.312500 Penalty: 2805.904541
	Iteration 30Q: 3 clusters Score -533870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -533870.062500 Penalty: 2805.904541
	Iteration 31Q: 3 clusters Score -533870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -533869.937500 Penalty: 2805.904541
	Iteration 32Q: 3 clusters Score -533869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -533869.687500 Penalty: 2805.904541
	Iteration 33Q: 3 clusters Score -533869.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -533871.750000 Penalty: 2805.904541
	Iteration 34Q: 3 clusters Score -533871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -533873.937500 Penalty: 2805.904541
	Iteration 35Q: 3 clusters Score -533873.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -533877.000000 Penalty: 2805.904541
	Iteration 36Q: 3 clusters Score -533877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -533878.500000 Penalty: 2805.904541
	Iteration 37Q: 3 clusters Score -533878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -533880.375000 Penalty: 2805.904541
	Iteration 38Q: 3 clusters Score -533880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -533883.062500 Penalty: 2805.904541
	Iteration 39Q: 3 clusters Score -533883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -533884.437500 Penalty: 2805.904541
	Iteration 40F: 3 clusters Score -533884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -533884.937500 Penalty: 2805.904541
	Iteration 41Q: 3 clusters Score -533884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -533884.750000 Penalty: 2805.904541
	Iteration 42Q: 3 clusters Score -533884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -533885.187500 Penalty: 2805.904541
	Iteration 43Q: 3 clusters Score -533885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -533885.000000 Penalty: 2805.904541
	Iteration 44Q: 3 clusters Score -533885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -533884.812500 Penalty: 2805.904541
	Iteration 45Q: 3 clusters Score -533884.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -533884.812500 Penalty: 2805.904541
	Iteration 46F: 3 clusters Score -533884.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107007 members 
Entering Unmasked Estep 
Score: -10611393.000000 Penalty: 1881.855469
	Iteration 0F: 2 clusters Score -1.061139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -10540203.000000 Penalty: 3763.710938
	Iteration 0F: 3 clusters Score -1.05402e+07 nChanged 51236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -10570503.000000 Penalty: 3763.710938
	Iteration 1F: 3 clusters Score -1.05705e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -10572088.000000 Penalty: 3763.710938
	Iteration 2Q: 3 clusters Score -1.057209e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -10575090.000000 Penalty: 3763.710938
	Iteration 3F: 3 clusters Score -1.057509e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -10580924.000000 Penalty: 3763.710938
	Iteration 4F: 3 clusters Score -1.058092e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -10590199.000000 Penalty: 3763.710938
	Iteration 5F: 3 clusters Score -1.05902e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -10599961.000000 Penalty: 3763.710938
	Iteration 6F: 3 clusters Score -1.059996e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -10606303.000000 Penalty: 3763.710938
	Iteration 7F: 3 clusters Score -1.06063e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10608731.000000 Penalty: 3763.710938
	Iteration 8Q: 3 clusters Score -1.060873e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10609359.000000 Penalty: 3763.710938
	Iteration 9Q: 3 clusters Score -1.060936e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10609524.000000 Penalty: 3763.710938
	Iteration 10Q: 3 clusters Score -1.060952e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106851 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -10609634.000000 Penalty: 3763.710938
	Iteration 11Q: 3 clusters Score -1.060963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -10609663.000000 Penalty: 3763.710938
	Iteration 12Q: 3 clusters Score -1.060966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10609674.000000 Penalty: 3763.710938
	Iteration 13Q: 3 clusters Score -1.060967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10609687.000000 Penalty: 3763.710938
	Iteration 14Q: 3 clusters Score -1.060969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10609695.000000 Penalty: 3763.710938
	Iteration 15Q: 3 clusters Score -1.06097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10609696.000000 Penalty: 3763.710938
	Iteration 16Q: 3 clusters Score -1.06097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10609692.000000 Penalty: 3763.710938
	Iteration 17Q: 3 clusters Score -1.060969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10609692.000000 Penalty: 3763.710938
	Iteration 18F: 3 clusters Score -1.060969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Entering Unmasked Estep 
Score: -1028731.562500 Penalty: 1519.023926
	Iteration 0F: 2 clusters Score -1028732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1020573.750000 Penalty: 3038.047852
	Iteration 0F: 3 clusters Score -1020574 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1023300.687500 Penalty: 3038.047852
	Iteration 1F: 3 clusters Score -1023301 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1023617.875000 Penalty: 3038.047852
	Iteration 2F: 3 clusters Score -1023618 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1023900.750000 Penalty: 3038.047852
	Iteration 3F: 3 clusters Score -1023901 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1024167.000000 Penalty: 3038.047852
	Iteration 4Q: 3 clusters Score -1024167 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1024461.937500 Penalty: 3038.047852
	Iteration 5Q: 3 clusters Score -1024462 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1024779.812500 Penalty: 3038.047852
	Iteration 6Q: 3 clusters Score -1024780 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1025132.500000 Penalty: 3038.047852
	Iteration 7Q: 3 clusters Score -1025132 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1025560.375000 Penalty: 3038.047852
	Iteration 8F: 3 clusters Score -1025560 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1026064.062500 Penalty: 3038.047852
	Iteration 9F: 3 clusters Score -1026064 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1026524.125000 Penalty: 3038.047852
	Iteration 10Q: 3 clusters Score -1026524 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1026930.625000 Penalty: 3038.047852
	Iteration 11Q: 3 clusters Score -1026931 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1027252.375000 Penalty: 3038.047852
	Iteration 12Q: 3 clusters Score -1027252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1027439.062500 Penalty: 3038.047852
	Iteration 13Q: 3 clusters Score -1027439 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1027544.875000 Penalty: 3038.047852
	Iteration 14Q: 3 clusters Score -1027545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1027620.875000 Penalty: 3038.047852
	Iteration 15Q: 3 clusters Score -1027621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1027655.875000 Penalty: 3038.047852
	Iteration 16Q: 3 clusters Score -1027656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1027684.562500 Penalty: 3038.047852
	Iteration 17Q: 3 clusters Score -1027685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1027707.500000 Penalty: 3038.047852
	Iteration 18Q: 3 clusters Score -1027708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1027722.187500 Penalty: 3038.047852
	Iteration 19Q: 3 clusters Score -1027722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1027730.625000 Penalty: 3038.047852
	Iteration 20F: 3 clusters Score -1027731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1027738.062500 Penalty: 3038.047852
	Iteration 21Q: 3 clusters Score -1027738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1027740.187500 Penalty: 3038.047852
	Iteration 22Q: 3 clusters Score -1027740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1027744.375000 Penalty: 3038.047852
	Iteration 23Q: 3 clusters Score -1027744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1027748.625000 Penalty: 3038.047852
	Iteration 24Q: 3 clusters Score -1027749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1027750.500000 Penalty: 3038.047852
	Iteration 25Q: 3 clusters Score -1027750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1027753.687500 Penalty: 3038.047852
	Iteration 26Q: 3 clusters Score -1027754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1027754.250000 Penalty: 3038.047852
	Iteration 27Q: 3 clusters Score -1027754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1027755.687500 Penalty: 3038.047852
	Iteration 28Q: 3 clusters Score -1027756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1027757.000000 Penalty: 3038.047852
	Iteration 29Q: 3 clusters Score -1027757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1027758.875000 Penalty: 3038.047852
	Iteration 30Q: 3 clusters Score -1027759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1027763.312500 Penalty: 3038.047852
	Iteration 31Q: 3 clusters Score -1027763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1027765.562500 Penalty: 3038.047852
	Iteration 32Q: 3 clusters Score -1027766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1027767.375000 Penalty: 3038.047852
	Iteration 33Q: 3 clusters Score -1027767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1027770.812500 Penalty: 3038.047852
	Iteration 34Q: 3 clusters Score -1027771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1027771.500000 Penalty: 3038.047852
	Iteration 35Q: 3 clusters Score -1027772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1027773.000000 Penalty: 3038.047852
	Iteration 36Q: 3 clusters Score -1027773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1027773.625000 Penalty: 3038.047852
	Iteration 37Q: 3 clusters Score -1027774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1027773.500000 Penalty: 3038.047852
	Iteration 38Q: 3 clusters Score -1027774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1027773.500000 Penalty: 3038.047852
	Iteration 39F: 3 clusters Score -1027774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122433 members 
Entering Unmasked Estep 
Score: -12137605.000000 Penalty: 1903.739380
	Iteration 0F: 2 clusters Score -1.21376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -12056775.000000 Penalty: 3807.478760
	Iteration 0F: 3 clusters Score -1.205678e+07 nChanged 58993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -12090974.000000 Penalty: 3807.478760
	Iteration 1F: 3 clusters Score -1.209097e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -12091835.000000 Penalty: 3807.478760
	Iteration 2Q: 3 clusters Score -1.209184e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -12093103.000000 Penalty: 3807.478760
	Iteration 3Q: 3 clusters Score -1.20931e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -12095407.000000 Penalty: 3807.478760
	Iteration 4Q: 3 clusters Score -1.209541e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -12100061.000000 Penalty: 3807.478760
	Iteration 5F: 3 clusters Score -1.210006e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -12107741.000000 Penalty: 3807.478760
	Iteration 6F: 3 clusters Score -1.210774e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -12117831.000000 Penalty: 3807.478760
	Iteration 7F: 3 clusters Score -1.211783e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112396 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -12126939.000000 Penalty: 3807.478760
	Iteration 8F: 3 clusters Score -1.212694e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -12132249.000000 Penalty: 3807.478760
	Iteration 9Q: 3 clusters Score -1.213225e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12134496.000000 Penalty: 3807.478760
	Iteration 10Q: 3 clusters Score -1.21345e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121678 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12135414.000000 Penalty: 3807.478760
	Iteration 11Q: 3 clusters Score -1.213541e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -12135711.000000 Penalty: 3807.478760
	Iteration 12Q: 3 clusters Score -1.213571e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12135813.000000 Penalty: 3807.478760
	Iteration 13Q: 3 clusters Score -1.213581e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12135868.000000 Penalty: 3807.478760
	Iteration 14Q: 3 clusters Score -1.213587e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122172 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12135898.000000 Penalty: 3807.478760
	Iteration 15Q: 3 clusters Score -1.21359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122184 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -12135919.000000 Penalty: 3807.478760
	Iteration 16Q: 3 clusters Score -1.213592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12135925.000000 Penalty: 3807.478760
	Iteration 17Q: 3 clusters Score -1.213592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122205 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12135934.000000 Penalty: 3807.478760
	Iteration 18Q: 3 clusters Score -1.213593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -12135952.000000 Penalty: 3807.478760
	Iteration 19Q: 3 clusters Score -1.213595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122215 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12135946.000000 Penalty: 3807.478760
	Iteration 20F: 3 clusters Score -1.213595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12135952.000000 Penalty: 3807.478760
	Iteration 21Q: 3 clusters Score -1.213595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12135952.000000 Penalty: 3807.478760
	Iteration 22F: 3 clusters Score -1.213595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Entering Unmasked Estep 
Score: -622913.750000 Penalty: 1425.120605
	Iteration 0F: 2 clusters Score -622913.8 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 3193 members 
Entering Unmasked Estep 
Score: -618033.687500 Penalty: 2850.241211
	Iteration 0F: 3 clusters Score -618033.7 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -619566.250000 Penalty: 2850.241211
	Iteration 1F: 3 clusters Score -619566.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -619915.375000 Penalty: 2850.241211
	Iteration 2F: 3 clusters Score -619915.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -620184.687500 Penalty: 2850.241211
	Iteration 3F: 3 clusters Score -620184.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -620443.125000 Penalty: 2850.241211
	Iteration 4F: 3 clusters Score -620443.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -620648.750000 Penalty: 2850.241211
	Iteration 5F: 3 clusters Score -620648.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -620840.750000 Penalty: 2850.241211
	Iteration 6Q: 3 clusters Score -620840.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -621013.937500 Penalty: 2850.241211
	Iteration 7Q: 3 clusters Score -621013.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -621174.687500 Penalty: 2850.241211
	Iteration 8Q: 3 clusters Score -621174.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -621326.562500 Penalty: 2850.241211
	Iteration 9Q: 3 clusters Score -621326.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -621446.500000 Penalty: 2850.241211
	Iteration 10Q: 3 clusters Score -621446.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -621526.875000 Penalty: 2850.241211
	Iteration 11Q: 3 clusters Score -621526.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -621577.312500 Penalty: 2850.241211
	Iteration 12Q: 3 clusters Score -621577.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -621607.812500 Penalty: 2850.241211
	Iteration 13Q: 3 clusters Score -621607.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -621632.062500 Penalty: 2850.241211
	Iteration 14Q: 3 clusters Score -621632.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -621648.812500 Penalty: 2850.241211
	Iteration 15Q: 3 clusters Score -621648.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -621663.500000 Penalty: 2850.241211
	Iteration 16Q: 3 clusters Score -621663.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -621676.812500 Penalty: 2850.241211
	Iteration 17Q: 3 clusters Score -621676.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -621687.375000 Penalty: 2850.241211
	Iteration 18Q: 3 clusters Score -621687.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -621694.500000 Penalty: 2850.241211
	Iteration 19Q: 3 clusters Score -621694.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -621703.062500 Penalty: 2850.241211
	Iteration 20F: 3 clusters Score -621703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -621709.312500 Penalty: 2850.241211
	Iteration 21Q: 3 clusters Score -621709.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -621713.875000 Penalty: 2850.241211
	Iteration 22Q: 3 clusters Score -621713.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -621717.125000 Penalty: 2850.241211
	Iteration 23Q: 3 clusters Score -621717.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -621720.812500 Penalty: 2850.241211
	Iteration 24Q: 3 clusters Score -621720.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -621723.562500 Penalty: 2850.241211
	Iteration 25Q: 3 clusters Score -621723.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -621722.875000 Penalty: 2850.241211
	Iteration 26Q: 3 clusters Score -621722.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -621727.187500 Penalty: 2850.241211
	Iteration 27Q: 3 clusters Score -621727.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -621730.875000 Penalty: 2850.241211
	Iteration 28Q: 3 clusters Score -621730.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -621737.937500 Penalty: 2850.241211
	Iteration 29Q: 3 clusters Score -621737.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -621743.812500 Penalty: 2850.241211
	Iteration 30Q: 3 clusters Score -621743.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -621748.000000 Penalty: 2850.241211
	Iteration 31Q: 3 clusters Score -621748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -621752.187500 Penalty: 2850.241211
	Iteration 32Q: 3 clusters Score -621752.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -621759.375000 Penalty: 2850.241211
	Iteration 33Q: 3 clusters Score -621759.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -621761.750000 Penalty: 2850.241211
	Iteration 34Q: 3 clusters Score -621761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -621764.312500 Penalty: 2850.241211
	Iteration 35Q: 3 clusters Score -621764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -621768.062500 Penalty: 2850.241211
	Iteration 36Q: 3 clusters Score -621768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -621769.125000 Penalty: 2850.241211
	Iteration 37Q: 3 clusters Score -621769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -621770.625000 Penalty: 2850.241211
	Iteration 38Q: 3 clusters Score -621770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -621770.875000 Penalty: 2850.241211
	Iteration 39Q: 3 clusters Score -621770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -621774.187500 Penalty: 2850.241211
	Iteration 40F: 3 clusters Score -621774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -621776.812500 Penalty: 2850.241211
	Iteration 41Q: 3 clusters Score -621776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -621778.500000 Penalty: 2850.241211
	Iteration 42Q: 3 clusters Score -621778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -621779.437500 Penalty: 2850.241211
	Iteration 43Q: 3 clusters Score -621779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -621780.062500 Penalty: 2850.241211
	Iteration 44Q: 3 clusters Score -621780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -621780.062500 Penalty: 2850.241211
	Iteration 45F: 3 clusters Score -621780.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Entering Unmasked Estep 
Score: -2632871.500000 Penalty: 1652.381592
	Iteration 0F: 2 clusters Score -2632872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2615292.250000 Penalty: 3304.763184
	Iteration 0F: 3 clusters Score -2615292 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2622075.750000 Penalty: 3304.763184
	Iteration 1F: 3 clusters Score -2622076 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2622720.250000 Penalty: 3304.763184
	Iteration 2F: 3 clusters Score -2622720 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2623596.250000 Penalty: 3304.763184
	Iteration 3F: 3 clusters Score -2623596 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2624623.500000 Penalty: 3304.763184
	Iteration 4F: 3 clusters Score -2624624 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2625800.750000 Penalty: 3304.763184
	Iteration 5F: 3 clusters Score -2625801 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2626958.500000 Penalty: 3304.763184
	Iteration 6F: 3 clusters Score -2626958 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2628029.750000 Penalty: 3304.763184
	Iteration 7F: 3 clusters Score -2628030 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2628926.750000 Penalty: 3304.763184
	Iteration 8Q: 3 clusters Score -2628927 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2629559.250000 Penalty: 3304.763184
	Iteration 9Q: 3 clusters Score -2629559 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2629974.750000 Penalty: 3304.763184
	Iteration 10Q: 3 clusters Score -2629975 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2630253.000000 Penalty: 3304.763184
	Iteration 11Q: 3 clusters Score -2630253 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2630438.500000 Penalty: 3304.763184
	Iteration 12Q: 3 clusters Score -2630438 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2630594.500000 Penalty: 3304.763184
	Iteration 13Q: 3 clusters Score -2630594 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2630716.500000 Penalty: 3304.763184
	Iteration 14Q: 3 clusters Score -2630716 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2630876.000000 Penalty: 3304.763184
	Iteration 15Q: 3 clusters Score -2630876 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2631068.000000 Penalty: 3304.763184
	Iteration 16Q: 3 clusters Score -2631068 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2631290.250000 Penalty: 3304.763184
	Iteration 17Q: 3 clusters Score -2631290 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -2631519.250000 Penalty: 3304.763184
	Iteration 18Q: 3 clusters Score -2631519 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -2631727.500000 Penalty: 3304.763184
	Iteration 19Q: 3 clusters Score -2631728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -2631877.250000 Penalty: 3304.763184
	Iteration 20F: 3 clusters Score -2631877 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2631941.250000 Penalty: 3304.763184
	Iteration 21Q: 3 clusters Score -2631941 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2631968.250000 Penalty: 3304.763184
	Iteration 22Q: 3 clusters Score -2631968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2631980.750000 Penalty: 3304.763184
	Iteration 23Q: 3 clusters Score -2631981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2631991.750000 Penalty: 3304.763184
	Iteration 24Q: 3 clusters Score -2631992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2631998.000000 Penalty: 3304.763184
	Iteration 25Q: 3 clusters Score -2631998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2632000.250000 Penalty: 3304.763184
	Iteration 26Q: 3 clusters Score -2632000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2632005.750000 Penalty: 3304.763184
	Iteration 27Q: 3 clusters Score -2632006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -2632004.750000 Penalty: 3304.763184
	Iteration 28Q: 3 clusters Score -2632005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2632006.500000 Penalty: 3304.763184
	Iteration 29Q: 3 clusters Score -2632006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2632007.000000 Penalty: 3304.763184
	Iteration 30Q: 3 clusters Score -2632007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2632006.500000 Penalty: 3304.763184
	Iteration 31Q: 3 clusters Score -2632006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -2632007.500000 Penalty: 3304.763184
	Iteration 32Q: 3 clusters Score -2632008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2632006.750000 Penalty: 3304.763184
	Iteration 33Q: 3 clusters Score -2632007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2632008.000000 Penalty: 3304.763184
	Iteration 34Q: 3 clusters Score -2632008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2632008.000000 Penalty: 3304.763184
	Iteration 35F: 3 clusters Score -2632008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -262466.562500 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -262466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -260064.937500 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -260064.9 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -260540.765625 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -260540.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -260653.968750 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -260654 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -260716.406250 Penalty: 2545.017578
	Iteration 3Q: 3 clusters Score -260716.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260759.906250 Penalty: 2545.017578
	Iteration 4Q: 3 clusters Score -260759.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -260795.828125 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -260795.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260823.843750 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -260823.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -260839.640625 Penalty: 2545.017578
	Iteration 7Q: 3 clusters Score -260839.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -260847.437500 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -260847.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -260855.078125 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -260855.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -260862.140625 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -260862.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -260870.890625 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -260870.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260876.562500 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -260876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -260881.718750 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -260881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260885.984375 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -260886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -260892.843750 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -260892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -260896.953125 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -260897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -260899.609375 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -260899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -260901.000000 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -260901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -260902.671875 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -260902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -260904.578125 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -260904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -260907.140625 Penalty: 2545.017578
	Iteration 21Q: 3 clusters Score -260907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -260909.812500 Penalty: 2545.017578
	Iteration 22Q: 3 clusters Score -260909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -260911.468750 Penalty: 2545.017578
	Iteration 23Q: 3 clusters Score -260911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -260914.734375 Penalty: 2545.017578
	Iteration 24Q: 3 clusters Score -260914.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -260917.234375 Penalty: 2545.017578
	Iteration 25Q: 3 clusters Score -260917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -260920.937500 Penalty: 2545.017578
	Iteration 26Q: 3 clusters Score -260920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -260923.921875 Penalty: 2545.017578
	Iteration 27Q: 3 clusters Score -260923.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -260928.859375 Penalty: 2545.017578
	Iteration 28Q: 3 clusters Score -260928.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260932.531250 Penalty: 2545.017578
	Iteration 29Q: 3 clusters Score -260932.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -260934.750000 Penalty: 2545.017578
	Iteration 30Q: 3 clusters Score -260934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -260940.250000 Penalty: 2545.017578
	Iteration 31Q: 3 clusters Score -260940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260940.671875 Penalty: 2545.017578
	Iteration 32Q: 3 clusters Score -260940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260941.750000 Penalty: 2545.017578
	Iteration 33Q: 3 clusters Score -260941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -260942.937500 Penalty: 2545.017578
	Iteration 34Q: 3 clusters Score -260942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -260943.265625 Penalty: 2545.017578
	Iteration 35Q: 3 clusters Score -260943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -260944.406250 Penalty: 2545.017578
	Iteration 36Q: 3 clusters Score -260944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -260944.875000 Penalty: 2545.017578
	Iteration 37Q: 3 clusters Score -260944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -260945.312500 Penalty: 2545.017578
	Iteration 38Q: 3 clusters Score -260945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260945.609375 Penalty: 2545.017578
	Iteration 39Q: 3 clusters Score -260945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -260945.828125 Penalty: 2545.017578
	Iteration 40F: 3 clusters Score -260945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260946.343750 Penalty: 2545.017578
	Iteration 41Q: 3 clusters Score -260946.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -260946.343750 Penalty: 2545.017578
	Iteration 42F: 3 clusters Score -260946.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Entering Unmasked Estep 
Score: -472594.875000 Penalty: 1389.036377
	Iteration 0F: 2 clusters Score -472594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -468488.781250 Penalty: 2778.072754
	Iteration 0F: 3 clusters Score -468488.8 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -469720.343750 Penalty: 2778.072754
	Iteration 1F: 3 clusters Score -469720.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -469978.968750 Penalty: 2778.072754
	Iteration 2F: 3 clusters Score -469979 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -470224.031250 Penalty: 2778.072754
	Iteration 3F: 3 clusters Score -470224 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -470476.656250 Penalty: 2778.072754
	Iteration 4F: 3 clusters Score -470476.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -470734.031250 Penalty: 2778.072754
	Iteration 5F: 3 clusters Score -470734 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -470977.468750 Penalty: 2778.072754
	Iteration 6F: 3 clusters Score -470977.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -471169.375000 Penalty: 2778.072754
	Iteration 7Q: 3 clusters Score -471169.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -471309.906250 Penalty: 2778.072754
	Iteration 8Q: 3 clusters Score -471309.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -471415.156250 Penalty: 2778.072754
	Iteration 9Q: 3 clusters Score -471415.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -471495.281250 Penalty: 2778.072754
	Iteration 10Q: 3 clusters Score -471495.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -471568.093750 Penalty: 2778.072754
	Iteration 11Q: 3 clusters Score -471568.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -471663.281250 Penalty: 2778.072754
	Iteration 12Q: 3 clusters Score -471663.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -471747.000000 Penalty: 2778.072754
	Iteration 13Q: 3 clusters Score -471747 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -471821.468750 Penalty: 2778.072754
	Iteration 14Q: 3 clusters Score -471821.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -471900.687500 Penalty: 2778.072754
	Iteration 15Q: 3 clusters Score -471900.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -471962.093750 Penalty: 2778.072754
	Iteration 16Q: 3 clusters Score -471962.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -472014.218750 Penalty: 2778.072754
	Iteration 17Q: 3 clusters Score -472014.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -472051.468750 Penalty: 2778.072754
	Iteration 18Q: 3 clusters Score -472051.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -472078.968750 Penalty: 2778.072754
	Iteration 19Q: 3 clusters Score -472079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -472098.781250 Penalty: 2778.072754
	Iteration 20F: 3 clusters Score -472098.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -472118.000000 Penalty: 2778.072754
	Iteration 21Q: 3 clusters Score -472118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -472132.093750 Penalty: 2778.072754
	Iteration 22Q: 3 clusters Score -472132.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -472144.531250 Penalty: 2778.072754
	Iteration 23Q: 3 clusters Score -472144.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -472151.468750 Penalty: 2778.072754
	Iteration 24Q: 3 clusters Score -472151.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -472161.968750 Penalty: 2778.072754
	Iteration 25Q: 3 clusters Score -472162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -472174.468750 Penalty: 2778.072754
	Iteration 26Q: 3 clusters Score -472174.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -472189.437500 Penalty: 2778.072754
	Iteration 27Q: 3 clusters Score -472189.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -472200.156250 Penalty: 2778.072754
	Iteration 28Q: 3 clusters Score -472200.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -472211.062500 Penalty: 2778.072754
	Iteration 29Q: 3 clusters Score -472211.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -472218.281250 Penalty: 2778.072754
	Iteration 30Q: 3 clusters Score -472218.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -472227.562500 Penalty: 2778.072754
	Iteration 31Q: 3 clusters Score -472227.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -472241.937500 Penalty: 2778.072754
	Iteration 32Q: 3 clusters Score -472241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -472262.875000 Penalty: 2778.072754
	Iteration 33Q: 3 clusters Score -472262.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -472281.937500 Penalty: 2778.072754
	Iteration 34Q: 3 clusters Score -472281.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -472292.625000 Penalty: 2778.072754
	Iteration 35Q: 3 clusters Score -472292.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -472299.500000 Penalty: 2778.072754
	Iteration 36Q: 3 clusters Score -472299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -472302.437500 Penalty: 2778.072754
	Iteration 37Q: 3 clusters Score -472302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -472305.468750 Penalty: 2778.072754
	Iteration 38Q: 3 clusters Score -472305.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -472307.031250 Penalty: 2778.072754
	Iteration 39Q: 3 clusters Score -472307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -472308.906250 Penalty: 2778.072754
	Iteration 40F: 3 clusters Score -472308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -472310.218750 Penalty: 2778.072754
	Iteration 41Q: 3 clusters Score -472310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -472313.093750 Penalty: 2778.072754
	Iteration 42Q: 3 clusters Score -472313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -472312.968750 Penalty: 2778.072754
	Iteration 43Q: 3 clusters Score -472313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -472318.500000 Penalty: 2778.072754
	Iteration 44Q: 3 clusters Score -472318.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -472323.093750 Penalty: 2778.072754
	Iteration 45Q: 3 clusters Score -472323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -472332.468750 Penalty: 2778.072754
	Iteration 46Q: 3 clusters Score -472332.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -472346.312500 Penalty: 2778.072754
	Iteration 47Q: 3 clusters Score -472346.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -472357.343750 Penalty: 2778.072754
	Iteration 48Q: 3 clusters Score -472357.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -472368.843750 Penalty: 2778.072754
	Iteration 49Q: 3 clusters Score -472368.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -472376.656250 Penalty: 2778.072754
	Iteration 50Q: 3 clusters Score -472376.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -472381.968750 Penalty: 2778.072754
	Iteration 51Q: 3 clusters Score -472382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -472388.906250 Penalty: 2778.072754
	Iteration 52Q: 3 clusters Score -472388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -472391.406250 Penalty: 2778.072754
	Iteration 53Q: 3 clusters Score -472391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -472394.031250 Penalty: 2778.072754
	Iteration 54Q: 3 clusters Score -472394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -472396.968750 Penalty: 2778.072754
	Iteration 55Q: 3 clusters Score -472397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -472398.375000 Penalty: 2778.072754
	Iteration 56Q: 3 clusters Score -472398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -472400.281250 Penalty: 2778.072754
	Iteration 57Q: 3 clusters Score -472400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -472402.531250 Penalty: 2778.072754
	Iteration 58Q: 3 clusters Score -472402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -472402.593750 Penalty: 2778.072754
	Iteration 59Q: 3 clusters Score -472402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -472402.593750 Penalty: 2778.072754
	Iteration 60F: 3 clusters Score -472402.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Entering Unmasked Estep 
Score: -1833556.625000 Penalty: 1596.656738
	Iteration 0F: 2 clusters Score -1833557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1820912.125000 Penalty: 3193.313477
	Iteration 0F: 3 clusters Score -1820912 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1825445.875000 Penalty: 3193.313477
	Iteration 1F: 3 clusters Score -1825446 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1825804.500000 Penalty: 3193.313477
	Iteration 2F: 3 clusters Score -1825804 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1826138.875000 Penalty: 3193.313477
	Iteration 3Q: 3 clusters Score -1826139 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1826452.750000 Penalty: 3193.313477
	Iteration 4Q: 3 clusters Score -1826453 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1826760.125000 Penalty: 3193.313477
	Iteration 5Q: 3 clusters Score -1826760 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1827102.875000 Penalty: 3193.313477
	Iteration 6Q: 3 clusters Score -1827103 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1827456.000000 Penalty: 3193.313477
	Iteration 7Q: 3 clusters Score -1827456 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1827806.250000 Penalty: 3193.313477
	Iteration 8Q: 3 clusters Score -1827806 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1828191.125000 Penalty: 3193.313477
	Iteration 9Q: 3 clusters Score -1828191 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1828616.000000 Penalty: 3193.313477
	Iteration 10Q: 3 clusters Score -1828616 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1829085.125000 Penalty: 3193.313477
	Iteration 11Q: 3 clusters Score -1829085 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1829567.250000 Penalty: 3193.313477
	Iteration 12Q: 3 clusters Score -1829567 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1830016.875000 Penalty: 3193.313477
	Iteration 13Q: 3 clusters Score -1830017 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1830406.125000 Penalty: 3193.313477
	Iteration 14Q: 3 clusters Score -1830406 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1830709.000000 Penalty: 3193.313477
	Iteration 15Q: 3 clusters Score -1830709 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1830930.500000 Penalty: 3193.313477
	Iteration 16Q: 3 clusters Score -1830930 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1831125.750000 Penalty: 3193.313477
	Iteration 17Q: 3 clusters Score -1831126 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1831308.000000 Penalty: 3193.313477
	Iteration 18Q: 3 clusters Score -1831308 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1831475.375000 Penalty: 3193.313477
	Iteration 19Q: 3 clusters Score -1831475 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1831625.750000 Penalty: 3193.313477
	Iteration 20F: 3 clusters Score -1831626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -1831733.000000 Penalty: 3193.313477
	Iteration 21Q: 3 clusters Score -1831733 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1831820.750000 Penalty: 3193.313477
	Iteration 22Q: 3 clusters Score -1831821 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1831889.500000 Penalty: 3193.313477
	Iteration 23Q: 3 clusters Score -1831890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -1831954.250000 Penalty: 3193.313477
	Iteration 24Q: 3 clusters Score -1831954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1832006.250000 Penalty: 3193.313477
	Iteration 25Q: 3 clusters Score -1832006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1832055.875000 Penalty: 3193.313477
	Iteration 26Q: 3 clusters Score -1832056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1832111.625000 Penalty: 3193.313477
	Iteration 27Q: 3 clusters Score -1832112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1832152.875000 Penalty: 3193.313477
	Iteration 28Q: 3 clusters Score -1832153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1832189.750000 Penalty: 3193.313477
	Iteration 29Q: 3 clusters Score -1832190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1832214.250000 Penalty: 3193.313477
	Iteration 30Q: 3 clusters Score -1832214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1832234.375000 Penalty: 3193.313477
	Iteration 31Q: 3 clusters Score -1832234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1832246.125000 Penalty: 3193.313477
	Iteration 32Q: 3 clusters Score -1832246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1832261.375000 Penalty: 3193.313477
	Iteration 33Q: 3 clusters Score -1832261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1832284.000000 Penalty: 3193.313477
	Iteration 34Q: 3 clusters Score -1832284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1832299.250000 Penalty: 3193.313477
	Iteration 35Q: 3 clusters Score -1832299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -1832315.500000 Penalty: 3193.313477
	Iteration 36Q: 3 clusters Score -1832316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1832330.625000 Penalty: 3193.313477
	Iteration 37Q: 3 clusters Score -1832331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1832340.000000 Penalty: 3193.313477
	Iteration 38Q: 3 clusters Score -1832340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1832350.500000 Penalty: 3193.313477
	Iteration 39Q: 3 clusters Score -1832350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1832354.375000 Penalty: 3193.313477
	Iteration 40F: 3 clusters Score -1832354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -1832359.500000 Penalty: 3193.313477
	Iteration 41Q: 3 clusters Score -1832360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1832365.750000 Penalty: 3193.313477
	Iteration 42Q: 3 clusters Score -1832366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1832369.250000 Penalty: 3193.313477
	Iteration 43Q: 3 clusters Score -1832369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1832376.625000 Penalty: 3193.313477
	Iteration 44Q: 3 clusters Score -1832377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1832377.750000 Penalty: 3193.313477
	Iteration 45Q: 3 clusters Score -1832378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -1832379.500000 Penalty: 3193.313477
	Iteration 46Q: 3 clusters Score -1832380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1832378.375000 Penalty: 3193.313477
	Iteration 47Q: 3 clusters Score -1832378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1832378.375000 Penalty: 3193.313477
	Iteration 48F: 3 clusters Score -1832378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Entering Unmasked Estep 
Score: -1512311.000000 Penalty: 1568.158569
	Iteration 0F: 2 clusters Score -1512311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1501505.625000 Penalty: 3136.317139
	Iteration 0F: 3 clusters Score -1501506 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1505489.125000 Penalty: 3136.317139
	Iteration 1F: 3 clusters Score -1505489 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1505978.500000 Penalty: 3136.317139
	Iteration 2F: 3 clusters Score -1505978 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1506522.625000 Penalty: 3136.317139
	Iteration 3F: 3 clusters Score -1506523 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1507116.375000 Penalty: 3136.317139
	Iteration 4F: 3 clusters Score -1507116 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1507718.625000 Penalty: 3136.317139
	Iteration 5F: 3 clusters Score -1507719 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1508351.250000 Penalty: 3136.317139
	Iteration 6F: 3 clusters Score -1508351 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1508866.125000 Penalty: 3136.317139
	Iteration 7F: 3 clusters Score -1508866 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1509199.625000 Penalty: 3136.317139
	Iteration 8Q: 3 clusters Score -1509200 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1509388.625000 Penalty: 3136.317139
	Iteration 9Q: 3 clusters Score -1509389 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1509498.125000 Penalty: 3136.317139
	Iteration 10Q: 3 clusters Score -1509498 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1509565.500000 Penalty: 3136.317139
	Iteration 11Q: 3 clusters Score -1509566 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1509610.375000 Penalty: 3136.317139
	Iteration 12Q: 3 clusters Score -1509610 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1509638.750000 Penalty: 3136.317139
	Iteration 13Q: 3 clusters Score -1509639 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1509669.375000 Penalty: 3136.317139
	Iteration 14Q: 3 clusters Score -1509669 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1509690.250000 Penalty: 3136.317139
	Iteration 15Q: 3 clusters Score -1509690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1509724.125000 Penalty: 3136.317139
	Iteration 16Q: 3 clusters Score -1509724 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1509746.750000 Penalty: 3136.317139
	Iteration 17Q: 3 clusters Score -1509747 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1509770.250000 Penalty: 3136.317139
	Iteration 18Q: 3 clusters Score -1509770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1509803.500000 Penalty: 3136.317139
	Iteration 19Q: 3 clusters Score -1509804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1509826.750000 Penalty: 3136.317139
	Iteration 20F: 3 clusters Score -1509827 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1509854.500000 Penalty: 3136.317139
	Iteration 21Q: 3 clusters Score -1509854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1509893.125000 Penalty: 3136.317139
	Iteration 22Q: 3 clusters Score -1509893 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1509930.125000 Penalty: 3136.317139
	Iteration 23Q: 3 clusters Score -1509930 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1509970.875000 Penalty: 3136.317139
	Iteration 24Q: 3 clusters Score -1509971 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1510009.000000 Penalty: 3136.317139
	Iteration 25Q: 3 clusters Score -1510009 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1510047.250000 Penalty: 3136.317139
	Iteration 26Q: 3 clusters Score -1510047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1510088.875000 Penalty: 3136.317139
	Iteration 27Q: 3 clusters Score -1510089 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1510147.375000 Penalty: 3136.317139
	Iteration 28Q: 3 clusters Score -1510147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1510197.125000 Penalty: 3136.317139
	Iteration 29Q: 3 clusters Score -1510197 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1510233.875000 Penalty: 3136.317139
	Iteration 30Q: 3 clusters Score -1510234 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1510267.375000 Penalty: 3136.317139
	Iteration 31Q: 3 clusters Score -1510267 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1510298.500000 Penalty: 3136.317139
	Iteration 32Q: 3 clusters Score -1510298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1510316.000000 Penalty: 3136.317139
	Iteration 33Q: 3 clusters Score -1510316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1510347.000000 Penalty: 3136.317139
	Iteration 34Q: 3 clusters Score -1510347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1510374.500000 Penalty: 3136.317139
	Iteration 35Q: 3 clusters Score -1510374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1510392.125000 Penalty: 3136.317139
	Iteration 36Q: 3 clusters Score -1510392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1510407.625000 Penalty: 3136.317139
	Iteration 37Q: 3 clusters Score -1510408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1510433.875000 Penalty: 3136.317139
	Iteration 38Q: 3 clusters Score -1510434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1510452.125000 Penalty: 3136.317139
	Iteration 39Q: 3 clusters Score -1510452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1510473.500000 Penalty: 3136.317139
	Iteration 40F: 3 clusters Score -1510474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1510495.250000 Penalty: 3136.317139
	Iteration 41Q: 3 clusters Score -1510495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1510502.375000 Penalty: 3136.317139
	Iteration 42Q: 3 clusters Score -1510502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1510519.125000 Penalty: 3136.317139
	Iteration 43Q: 3 clusters Score -1510519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1510531.500000 Penalty: 3136.317139
	Iteration 44Q: 3 clusters Score -1510532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1510541.750000 Penalty: 3136.317139
	Iteration 45Q: 3 clusters Score -1510542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1510557.125000 Penalty: 3136.317139
	Iteration 46Q: 3 clusters Score -1510557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1510565.125000 Penalty: 3136.317139
	Iteration 47Q: 3 clusters Score -1510565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1510576.875000 Penalty: 3136.317139
	Iteration 48Q: 3 clusters Score -1510577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1510589.125000 Penalty: 3136.317139
	Iteration 49Q: 3 clusters Score -1510589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1510597.250000 Penalty: 3136.317139
	Iteration 50Q: 3 clusters Score -1510597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1510607.375000 Penalty: 3136.317139
	Iteration 51Q: 3 clusters Score -1510607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1510616.125000 Penalty: 3136.317139
	Iteration 52Q: 3 clusters Score -1510616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1510616.625000 Penalty: 3136.317139
	Iteration 53Q: 3 clusters Score -1510617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1510625.125000 Penalty: 3136.317139
	Iteration 54Q: 3 clusters Score -1510625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1510631.750000 Penalty: 3136.317139
	Iteration 55Q: 3 clusters Score -1510632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1510634.250000 Penalty: 3136.317139
	Iteration 56Q: 3 clusters Score -1510634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1510642.500000 Penalty: 3136.317139
	Iteration 57Q: 3 clusters Score -1510642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1510649.500000 Penalty: 3136.317139
	Iteration 58Q: 3 clusters Score -1510650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1510650.375000 Penalty: 3136.317139
	Iteration 59Q: 3 clusters Score -1510650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1510663.000000 Penalty: 3136.317139
	Iteration 60F: 3 clusters Score -1510663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1510668.000000 Penalty: 3136.317139
	Iteration 61Q: 3 clusters Score -1510668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1510678.750000 Penalty: 3136.317139
	Iteration 62Q: 3 clusters Score -1510679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1510685.000000 Penalty: 3136.317139
	Iteration 63Q: 3 clusters Score -1510685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1510689.625000 Penalty: 3136.317139
	Iteration 64Q: 3 clusters Score -1510690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1510695.000000 Penalty: 3136.317139
	Iteration 65Q: 3 clusters Score -1510695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1510703.250000 Penalty: 3136.317139
	Iteration 66Q: 3 clusters Score -1510703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1510708.750000 Penalty: 3136.317139
	Iteration 67Q: 3 clusters Score -1510709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1510718.375000 Penalty: 3136.317139
	Iteration 68Q: 3 clusters Score -1510718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1510725.125000 Penalty: 3136.317139
	Iteration 69Q: 3 clusters Score -1510725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1510731.000000 Penalty: 3136.317139
	Iteration 70Q: 3 clusters Score -1510731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1510742.875000 Penalty: 3136.317139
	Iteration 71Q: 3 clusters Score -1510743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1510751.250000 Penalty: 3136.317139
	Iteration 72Q: 3 clusters Score -1510751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1510756.125000 Penalty: 3136.317139
	Iteration 73Q: 3 clusters Score -1510756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1510763.750000 Penalty: 3136.317139
	Iteration 74Q: 3 clusters Score -1510764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1510768.375000 Penalty: 3136.317139
	Iteration 75Q: 3 clusters Score -1510768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1510771.625000 Penalty: 3136.317139
	Iteration 76Q: 3 clusters Score -1510772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1510780.000000 Penalty: 3136.317139
	Iteration 77Q: 3 clusters Score -1510780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1510794.125000 Penalty: 3136.317139
	Iteration 78Q: 3 clusters Score -1510794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1510800.875000 Penalty: 3136.317139
	Iteration 79Q: 3 clusters Score -1510801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1510806.000000 Penalty: 3136.317139
	Iteration 80F: 3 clusters Score -1510806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1510816.875000 Penalty: 3136.317139
	Iteration 81Q: 3 clusters Score -1510817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1510820.875000 Penalty: 3136.317139
	Iteration 82Q: 3 clusters Score -1510821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1510826.750000 Penalty: 3136.317139
	Iteration 83Q: 3 clusters Score -1510827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1510836.750000 Penalty: 3136.317139
	Iteration 84Q: 3 clusters Score -1510837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1510841.000000 Penalty: 3136.317139
	Iteration 85Q: 3 clusters Score -1510841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1510843.250000 Penalty: 3136.317139
	Iteration 86Q: 3 clusters Score -1510843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1510845.875000 Penalty: 3136.317139
	Iteration 87Q: 3 clusters Score -1510846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1510847.625000 Penalty: 3136.317139
	Iteration 88Q: 3 clusters Score -1510848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1510852.000000 Penalty: 3136.317139
	Iteration 89Q: 3 clusters Score -1510852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1510860.500000 Penalty: 3136.317139
	Iteration 90Q: 3 clusters Score -1510860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1510865.625000 Penalty: 3136.317139
	Iteration 91Q: 3 clusters Score -1510866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1510872.250000 Penalty: 3136.317139
	Iteration 92Q: 3 clusters Score -1510872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1510877.500000 Penalty: 3136.317139
	Iteration 93Q: 3 clusters Score -1510878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1510876.750000 Penalty: 3136.317139
	Iteration 94Q: 3 clusters Score -1510877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1510880.625000 Penalty: 3136.317139
	Iteration 95Q: 3 clusters Score -1510881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1510882.250000 Penalty: 3136.317139
	Iteration 96Q: 3 clusters Score -1510882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1510886.000000 Penalty: 3136.317139
	Iteration 97Q: 3 clusters Score -1510886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1510883.625000 Penalty: 3136.317139
	Iteration 98Q: 3 clusters Score -1510884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1510886.250000 Penalty: 3136.317139
	Iteration 99Q: 3 clusters Score -1510886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1510889.875000 Penalty: 3136.317139
	Iteration 100F: 3 clusters Score -1510890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1510891.250000 Penalty: 3136.317139
	Iteration 101Q: 3 clusters Score -1510891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1510892.625000 Penalty: 3136.317139
	Iteration 102Q: 3 clusters Score -1510893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1510896.750000 Penalty: 3136.317139
	Iteration 103Q: 3 clusters Score -1510897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1510900.500000 Penalty: 3136.317139
	Iteration 104Q: 3 clusters Score -1510900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1510896.875000 Penalty: 3136.317139
	Iteration 105Q: 3 clusters Score -1510897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1510898.750000 Penalty: 3136.317139
	Iteration 106Q: 3 clusters Score -1510899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1510900.750000 Penalty: 3136.317139
	Iteration 107Q: 3 clusters Score -1510901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1510903.250000 Penalty: 3136.317139
	Iteration 108Q: 3 clusters Score -1510903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1510902.625000 Penalty: 3136.317139
	Iteration 109Q: 3 clusters Score -1510903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1510906.750000 Penalty: 3136.317139
	Iteration 110Q: 3 clusters Score -1510907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1510905.500000 Penalty: 3136.317139
	Iteration 111Q: 3 clusters Score -1510906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1510904.500000 Penalty: 3136.317139
	Iteration 112Q: 3 clusters Score -1510904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1510907.000000 Penalty: 3136.317139
	Iteration 113Q: 3 clusters Score -1510907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1510906.000000 Penalty: 3136.317139
	Iteration 114Q: 3 clusters Score -1510906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1510905.375000 Penalty: 3136.317139
	Iteration 115Q: 3 clusters Score -1510905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1510903.250000 Penalty: 3136.317139
	Iteration 116Q: 3 clusters Score -1510903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1510904.000000 Penalty: 3136.317139
	Iteration 117Q: 3 clusters Score -1510904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1510903.750000 Penalty: 3136.317139
	Iteration 118Q: 3 clusters Score -1510904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1510904.875000 Penalty: 3136.317139
	Iteration 119Q: 3 clusters Score -1510905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1510904.750000 Penalty: 3136.317139
	Iteration 120F: 3 clusters Score -1510905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -1186983.000000 Penalty: 1524.263550
	Iteration 0F: 2 clusters Score -1186983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1178666.750000 Penalty: 3048.527100
	Iteration 0F: 3 clusters Score -1178667 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1181352.875000 Penalty: 3048.527100
	Iteration 1F: 3 clusters Score -1181353 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1181595.750000 Penalty: 3048.527100
	Iteration 2F: 3 clusters Score -1181596 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1181799.625000 Penalty: 3048.527100
	Iteration 3Q: 3 clusters Score -1181800 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1181967.875000 Penalty: 3048.527100
	Iteration 4Q: 3 clusters Score -1181968 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1182116.125000 Penalty: 3048.527100
	Iteration 5Q: 3 clusters Score -1182116 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1182282.125000 Penalty: 3048.527100
	Iteration 6Q: 3 clusters Score -1182282 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1182459.375000 Penalty: 3048.527100
	Iteration 7Q: 3 clusters Score -1182459 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1182685.750000 Penalty: 3048.527100
	Iteration 8Q: 3 clusters Score -1182686 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1182979.875000 Penalty: 3048.527100
	Iteration 9Q: 3 clusters Score -1182980 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1183388.625000 Penalty: 3048.527100
	Iteration 10F: 3 clusters Score -1183389 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1183910.000000 Penalty: 3048.527100
	Iteration 11F: 3 clusters Score -1183910 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1184494.250000 Penalty: 3048.527100
	Iteration 12F: 3 clusters Score -1184494 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1184984.750000 Penalty: 3048.527100
	Iteration 13Q: 3 clusters Score -1184985 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1185286.875000 Penalty: 3048.527100
	Iteration 14Q: 3 clusters Score -1185287 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1185507.000000 Penalty: 3048.527100
	Iteration 15Q: 3 clusters Score -1185507 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1185650.875000 Penalty: 3048.527100
	Iteration 16Q: 3 clusters Score -1185651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1185734.625000 Penalty: 3048.527100
	Iteration 17Q: 3 clusters Score -1185735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1185781.500000 Penalty: 3048.527100
	Iteration 18Q: 3 clusters Score -1185782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1185808.125000 Penalty: 3048.527100
	Iteration 19Q: 3 clusters Score -1185808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1185826.250000 Penalty: 3048.527100
	Iteration 20F: 3 clusters Score -1185826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1185837.750000 Penalty: 3048.527100
	Iteration 21Q: 3 clusters Score -1185838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1185849.250000 Penalty: 3048.527100
	Iteration 22Q: 3 clusters Score -1185849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1185859.375000 Penalty: 3048.527100
	Iteration 23Q: 3 clusters Score -1185859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1185862.750000 Penalty: 3048.527100
	Iteration 24Q: 3 clusters Score -1185863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1185863.000000 Penalty: 3048.527100
	Iteration 25Q: 3 clusters Score -1185863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1185864.750000 Penalty: 3048.527100
	Iteration 26Q: 3 clusters Score -1185865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1185865.125000 Penalty: 3048.527100
	Iteration 27Q: 3 clusters Score -1185865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1185864.500000 Penalty: 3048.527100
	Iteration 28Q: 3 clusters Score -1185864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1185866.625000 Penalty: 3048.527100
	Iteration 29Q: 3 clusters Score -1185867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1185866.625000 Penalty: 3048.527100
	Iteration 30F: 3 clusters Score -1185867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Entering Unmasked Estep 
Score: -1511316.375000 Penalty: 1566.136475
	Iteration 0F: 2 clusters Score -1511316 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 7691 members 
Entering Unmasked Estep 
Score: -1500718.000000 Penalty: 3132.272949
	Iteration 0F: 3 clusters Score -1500718 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1504204.000000 Penalty: 3132.272949
	Iteration 1F: 3 clusters Score -1504204 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1504455.625000 Penalty: 3132.272949
	Iteration 2Q: 3 clusters Score -1504456 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1504653.125000 Penalty: 3132.272949
	Iteration 3Q: 3 clusters Score -1504653 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1504799.000000 Penalty: 3132.272949
	Iteration 4Q: 3 clusters Score -1504799 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1504929.750000 Penalty: 3132.272949
	Iteration 5Q: 3 clusters Score -1504930 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1505062.875000 Penalty: 3132.272949
	Iteration 6Q: 3 clusters Score -1505063 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1505203.250000 Penalty: 3132.272949
	Iteration 7Q: 3 clusters Score -1505203 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1505412.125000 Penalty: 3132.272949
	Iteration 8Q: 3 clusters Score -1505412 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1505676.250000 Penalty: 3132.272949
	Iteration 9Q: 3 clusters Score -1505676 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1506050.375000 Penalty: 3132.272949
	Iteration 10Q: 3 clusters Score -1506050 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1506588.875000 Penalty: 3132.272949
	Iteration 11F: 3 clusters Score -1506589 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1507308.875000 Penalty: 3132.272949
	Iteration 12F: 3 clusters Score -1507309 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1508137.000000 Penalty: 3132.272949
	Iteration 13F: 3 clusters Score -1508137 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1508845.750000 Penalty: 3132.272949
	Iteration 14F: 3 clusters Score -1508846 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1509373.500000 Penalty: 3132.272949
	Iteration 15Q: 3 clusters Score -1509374 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1509675.625000 Penalty: 3132.272949
	Iteration 16Q: 3 clusters Score -1509676 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1509814.625000 Penalty: 3132.272949
	Iteration 17Q: 3 clusters Score -1509815 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1509919.500000 Penalty: 3132.272949
	Iteration 18Q: 3 clusters Score -1509920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1509961.750000 Penalty: 3132.272949
	Iteration 19Q: 3 clusters Score -1509962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1509993.625000 Penalty: 3132.272949
	Iteration 20F: 3 clusters Score -1509994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1510009.875000 Penalty: 3132.272949
	Iteration 21Q: 3 clusters Score -1510010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1510018.125000 Penalty: 3132.272949
	Iteration 22Q: 3 clusters Score -1510018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1510029.625000 Penalty: 3132.272949
	Iteration 23Q: 3 clusters Score -1510030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1510034.250000 Penalty: 3132.272949
	Iteration 24Q: 3 clusters Score -1510034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1510038.625000 Penalty: 3132.272949
	Iteration 25Q: 3 clusters Score -1510039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1510040.375000 Penalty: 3132.272949
	Iteration 26Q: 3 clusters Score -1510040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1510044.375000 Penalty: 3132.272949
	Iteration 27Q: 3 clusters Score -1510044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1510045.250000 Penalty: 3132.272949
	Iteration 28Q: 3 clusters Score -1510045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1510049.000000 Penalty: 3132.272949
	Iteration 29Q: 3 clusters Score -1510049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1510053.000000 Penalty: 3132.272949
	Iteration 30Q: 3 clusters Score -1510053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1510053.000000 Penalty: 3132.272949
	Iteration 31F: 3 clusters Score -1510053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -98296.500000 Penalty: 1148.716309
	Iteration 0F: 2 clusters Score -98296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96786.742188 Penalty: 2297.432617
	Iteration 0F: 3 clusters Score -96786.74 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -97134.359375 Penalty: 2297.432617
	Iteration 1F: 3 clusters Score -97134.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -97253.968750 Penalty: 2297.432617
	Iteration 2F: 3 clusters Score -97253.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97343.296875 Penalty: 2297.432617
	Iteration 3F: 3 clusters Score -97343.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -97409.593750 Penalty: 2297.432617
	Iteration 4Q: 3 clusters Score -97409.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97455.835938 Penalty: 2297.432617
	Iteration 5Q: 3 clusters Score -97455.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -97485.265625 Penalty: 2297.432617
	Iteration 6Q: 3 clusters Score -97485.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -97495.820312 Penalty: 2297.432617
	Iteration 7Q: 3 clusters Score -97495.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -97499.625000 Penalty: 2297.432617
	Iteration 8Q: 3 clusters Score -97499.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97501.367188 Penalty: 2297.432617
	Iteration 9Q: 3 clusters Score -97501.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -97502.632812 Penalty: 2297.432617
	Iteration 10Q: 3 clusters Score -97502.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -97505.703125 Penalty: 2297.432617
	Iteration 11Q: 3 clusters Score -97505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97506.062500 Penalty: 2297.432617
	Iteration 12Q: 3 clusters Score -97506.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -97506.976562 Penalty: 2297.432617
	Iteration 13Q: 3 clusters Score -97506.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -97508.937500 Penalty: 2297.432617
	Iteration 14Q: 3 clusters Score -97508.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97510.992188 Penalty: 2297.432617
	Iteration 15Q: 3 clusters Score -97510.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97510.992188 Penalty: 2297.432617
	Iteration 16F: 3 clusters Score -97510.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Entering Unmasked Estep 
Score: -2168413.750000 Penalty: 1624.752930
	Iteration 0F: 2 clusters Score -2168414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2153413.750000 Penalty: 3249.505859
	Iteration 0F: 3 clusters Score -2153414 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2158875.000000 Penalty: 3249.505859
	Iteration 1F: 3 clusters Score -2158875 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2159250.750000 Penalty: 3249.505859
	Iteration 2Q: 3 clusters Score -2159251 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2159593.250000 Penalty: 3249.505859
	Iteration 3Q: 3 clusters Score -2159593 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2159974.500000 Penalty: 3249.505859
	Iteration 4Q: 3 clusters Score -2159974 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2160481.000000 Penalty: 3249.505859
	Iteration 5Q: 3 clusters Score -2160481 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2161134.500000 Penalty: 3249.505859
	Iteration 6F: 3 clusters Score -2161134 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2162043.500000 Penalty: 3249.505859
	Iteration 7F: 3 clusters Score -2162044 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2163238.750000 Penalty: 3249.505859
	Iteration 8F: 3 clusters Score -2163239 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2164547.750000 Penalty: 3249.505859
	Iteration 9F: 3 clusters Score -2164548 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2165582.000000 Penalty: 3249.505859
	Iteration 10F: 3 clusters Score -2165582 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2166221.500000 Penalty: 3249.505859
	Iteration 11Q: 3 clusters Score -2166222 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2166561.500000 Penalty: 3249.505859
	Iteration 12Q: 3 clusters Score -2166562 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2166743.250000 Penalty: 3249.505859
	Iteration 13Q: 3 clusters Score -2166743 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2166844.500000 Penalty: 3249.505859
	Iteration 14Q: 3 clusters Score -2166844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2166887.250000 Penalty: 3249.505859
	Iteration 15Q: 3 clusters Score -2166887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2166917.250000 Penalty: 3249.505859
	Iteration 16Q: 3 clusters Score -2166917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2166926.500000 Penalty: 3249.505859
	Iteration 17Q: 3 clusters Score -2166926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2166936.250000 Penalty: 3249.505859
	Iteration 18Q: 3 clusters Score -2166936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2166948.250000 Penalty: 3249.505859
	Iteration 19Q: 3 clusters Score -2166948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2166957.750000 Penalty: 3249.505859
	Iteration 20F: 3 clusters Score -2166958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2166962.000000 Penalty: 3249.505859
	Iteration 21Q: 3 clusters Score -2166962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2166963.000000 Penalty: 3249.505859
	Iteration 22Q: 3 clusters Score -2166963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2166963.500000 Penalty: 3249.505859
	Iteration 23Q: 3 clusters Score -2166964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2166963.500000 Penalty: 3249.505859
	Iteration 24F: 3 clusters Score -2166964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13049 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42842 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107007 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 122433 members 
Mstep: Class 16 contains 6438 members 
Mstep: Class 17 contains 26069 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15525 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15333 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414928.000000 Penalty: 53662.054688
Iteration 199Q: 26 clusters Score -5.241493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13045 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 42840 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107010 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 122434 members 
Mstep: Class 16 contains 6447 members 
Mstep: Class 17 contains 26068 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15516 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15332 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414880.000000 Penalty: 53662.054688
Iteration 200F: 26 clusters Score -5.241488e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13039 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 7 contains 42838 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107009 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 122435 members 
Mstep: Class 16 contains 6457 members 
Mstep: Class 17 contains 26067 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15511 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15331 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414884.000000 Penalty: 53662.054688
Iteration 201Q: 26 clusters Score -5.241488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15644 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13032 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42835 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 10121 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107011 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 122433 members 
Mstep: Class 16 contains 6464 members 
Mstep: Class 17 contains 26066 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15509 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15329 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414912.000000 Penalty: 53662.054688
Iteration 202Q: 26 clusters Score -5.241491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 13019 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42832 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 3621 members 
Mstep: Class 11 contains 8919 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107013 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 122438 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 26064 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 18501 members 
Mstep: Class 21 contains 15504 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15326 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414944.000000 Penalty: 53662.054688
Iteration 203Q: 26 clusters Score -5.241494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 13008 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42827 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 8917 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107015 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 122439 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 26063 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15502 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15322 members 
Mstep: Class 24 contains 1175 members 
Mstep: Class 25 contains 21996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414888.000000 Penalty: 53662.054688
Iteration 204Q: 26 clusters Score -5.241489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 14831 members 
Mstep: Class 5 contains 13000 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42825 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 10139 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107011 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 122445 members 
Mstep: Class 16 contains 6485 members 
Mstep: Class 17 contains 26060 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15501 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15314 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414920.000000 Penalty: 53662.054688
Iteration 205Q: 26 clusters Score -5.241492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 14830 members 
Mstep: Class 5 contains 12988 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42824 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 10145 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107010 members 
Mstep: Class 14 contains 11487 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 26060 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15500 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15309 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414848.000000 Penalty: 53662.054688
Iteration 206Q: 26 clusters Score -5.241485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12979 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42827 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 10147 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107012 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 122452 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15494 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15308 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414936.000000 Penalty: 53662.054688
Iteration 207Q: 26 clusters Score -5.241494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 12977 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42821 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107017 members 
Mstep: Class 14 contains 11493 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15485 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15309 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414916.000000 Penalty: 53662.054688
Iteration 208Q: 26 clusters Score -5.241492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14829 members 
Mstep: Class 5 contains 12974 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42820 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107016 members 
Mstep: Class 14 contains 11494 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 6507 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15480 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414928.000000 Penalty: 53662.054688
Iteration 209Q: 26 clusters Score -5.241493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12973 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 42819 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107016 members 
Mstep: Class 14 contains 11496 members 
Mstep: Class 15 contains 122451 members 
Mstep: Class 16 contains 6512 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15477 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414928.000000 Penalty: 53662.054688
Iteration 210Q: 26 clusters Score -5.241493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12972 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42817 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107016 members 
Mstep: Class 14 contains 11497 members 
Mstep: Class 15 contains 122451 members 
Mstep: Class 16 contains 6515 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15474 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 22000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414948.000000 Penalty: 53662.054688
Iteration 211Q: 26 clusters Score -5.241495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42816 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107012 members 
Mstep: Class 14 contains 11499 members 
Mstep: Class 15 contains 122451 members 
Mstep: Class 16 contains 6521 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15475 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 22001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414940.000000 Penalty: 53662.054688
Iteration 212Q: 26 clusters Score -5.241494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12969 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42814 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107009 members 
Mstep: Class 14 contains 11501 members 
Mstep: Class 15 contains 122452 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15474 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414956.000000 Penalty: 53662.054688
Iteration 213Q: 26 clusters Score -5.241496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12969 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42812 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107007 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122451 members 
Mstep: Class 16 contains 6539 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414984.000000 Penalty: 53662.054688
Iteration 214Q: 26 clusters Score -5.241498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12969 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42811 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122451 members 
Mstep: Class 16 contains 6543 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15473 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414984.000000 Penalty: 53662.054688
Iteration 215Q: 26 clusters Score -5.241498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12969 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42809 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122450 members 
Mstep: Class 16 contains 6545 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15474 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 22000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414992.000000 Penalty: 53662.054688
Iteration 216Q: 26 clusters Score -5.241499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42809 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6546 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15474 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 22000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414972.000000 Penalty: 53662.054688
Iteration 217Q: 26 clusters Score -5.241497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42808 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15474 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 22000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414976.000000 Penalty: 53662.054688
Iteration 218Q: 26 clusters Score -5.241498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42807 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6548 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15474 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 22000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414972.000000 Penalty: 53662.054688
Iteration 219Q: 26 clusters Score -5.241497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42808 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6551 members 
Mstep: Class 17 contains 26058 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414956.000000 Penalty: 53662.054688
Iteration 220F: 26 clusters Score -5.241496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42806 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 26058 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414956.000000 Penalty: 53662.054688
Iteration 221Q: 26 clusters Score -5.241496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42806 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 26058 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414956.000000 Penalty: 53662.054688
Iteration 222Q: 26 clusters Score -5.241496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42805 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414980.000000 Penalty: 53662.054688
Iteration 223Q: 26 clusters Score -5.241498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42805 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414980.000000 Penalty: 53662.054688
Iteration 224F: 26 clusters Score -5.241498e+07 nChanged 0
Entering ConstructFrom: 
Score: -52414980.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (54222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Entering Unmasked Estep 
Score: -5382785.000000 Penalty: 1771.386719
	Iteration 0F: 2 clusters Score -5382785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -5346431.000000 Penalty: 3542.773438
	Iteration 0F: 3 clusters Score -5346431 nChanged 25555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -5361077.000000 Penalty: 3542.773438
	Iteration 1F: 3 clusters Score -5361077 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5362060.000000 Penalty: 3542.773438
	Iteration 2Q: 3 clusters Score -5362060 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -5363462.500000 Penalty: 3542.773438
	Iteration 3F: 3 clusters Score -5363462 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -5365618.500000 Penalty: 3542.773438
	Iteration 4F: 3 clusters Score -5365618 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -5368613.500000 Penalty: 3542.773438
	Iteration 5F: 3 clusters Score -5368614 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5372151.000000 Penalty: 3542.773438
	Iteration 6F: 3 clusters Score -5372151 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5375463.500000 Penalty: 3542.773438
	Iteration 7F: 3 clusters Score -5375464 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5377981.000000 Penalty: 3542.773438
	Iteration 8F: 3 clusters Score -5377981 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5379636.500000 Penalty: 3542.773438
	Iteration 9Q: 3 clusters Score -5379636 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52202 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5380591.500000 Penalty: 3542.773438
	Iteration 10Q: 3 clusters Score -5380592 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5381196.500000 Penalty: 3542.773438
	Iteration 11Q: 3 clusters Score -5381196 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5381604.000000 Penalty: 3542.773438
	Iteration 12Q: 3 clusters Score -5381604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5381734.500000 Penalty: 3542.773438
	Iteration 13Q: 3 clusters Score -5381734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5381787.500000 Penalty: 3542.773438
	Iteration 14Q: 3 clusters Score -5381788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5381813.500000 Penalty: 3542.773438
	Iteration 15Q: 3 clusters Score -5381814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5381835.000000 Penalty: 3542.773438
	Iteration 16Q: 3 clusters Score -5381835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5381844.500000 Penalty: 3542.773438
	Iteration 17Q: 3 clusters Score -5381844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5381835.000000 Penalty: 3542.773438
	Iteration 18Q: 3 clusters Score -5381835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5381844.500000 Penalty: 3542.773438
	Iteration 19Q: 3 clusters Score -5381844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5381846.000000 Penalty: 3542.773438
	Iteration 20F: 3 clusters Score -5381846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5381853.000000 Penalty: 3542.773438
	Iteration 21Q: 3 clusters Score -5381853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5381851.500000 Penalty: 3542.773438
	Iteration 22Q: 3 clusters Score -5381852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5381853.500000 Penalty: 3542.773438
	Iteration 23Q: 3 clusters Score -5381854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5381856.000000 Penalty: 3542.773438
	Iteration 24Q: 3 clusters Score -5381856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5381858.000000 Penalty: 3542.773438
	Iteration 25Q: 3 clusters Score -5381858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5381858.000000 Penalty: 3542.773438
	Iteration 26F: 3 clusters Score -5381858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -128557.664062 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -128557.7 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 686 members 
Entering Unmasked Estep 
Score: -126915.414062 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -126915.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -127417.507812 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -127417.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127753.843750 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -127753.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -128039.023438 Penalty: 2356.456543
	Iteration 3F: 3 clusters Score -128039 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -128215.851562 Penalty: 2356.456543
	Iteration 4F: 3 clusters Score -128215.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -128329.523438 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -128329.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -128373.921875 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -128373.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -128409.890625 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -128409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -128432.476562 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -128432.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -128444.273438 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -128444.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -128449.234375 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -128449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -128450.835938 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -128450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -128450.835938 Penalty: 2356.456543
	Iteration 12F: 3 clusters Score -128450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Entering Unmasked Estep 
Score: -1536222.375000 Penalty: 1569.420166
	Iteration 0F: 2 clusters Score -1536222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1525477.000000 Penalty: 3138.840332
	Iteration 0F: 3 clusters Score -1525477 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1529185.500000 Penalty: 3138.840332
	Iteration 1F: 3 clusters Score -1529186 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1529546.875000 Penalty: 3138.840332
	Iteration 2F: 3 clusters Score -1529547 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1529959.375000 Penalty: 3138.840332
	Iteration 3F: 3 clusters Score -1529959 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1530370.000000 Penalty: 3138.840332
	Iteration 4F: 3 clusters Score -1530370 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1530765.000000 Penalty: 3138.840332
	Iteration 5F: 3 clusters Score -1530765 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1531181.125000 Penalty: 3138.840332
	Iteration 6F: 3 clusters Score -1531181 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1531637.625000 Penalty: 3138.840332
	Iteration 7F: 3 clusters Score -1531638 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1532088.750000 Penalty: 3138.840332
	Iteration 8F: 3 clusters Score -1532089 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1532522.500000 Penalty: 3138.840332
	Iteration 9Q: 3 clusters Score -1532522 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1532988.625000 Penalty: 3138.840332
	Iteration 10Q: 3 clusters Score -1532989 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1533451.125000 Penalty: 3138.840332
	Iteration 11Q: 3 clusters Score -1533451 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1533893.875000 Penalty: 3138.840332
	Iteration 12Q: 3 clusters Score -1533894 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1534216.125000 Penalty: 3138.840332
	Iteration 13Q: 3 clusters Score -1534216 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1534431.875000 Penalty: 3138.840332
	Iteration 14Q: 3 clusters Score -1534432 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1534584.125000 Penalty: 3138.840332
	Iteration 15Q: 3 clusters Score -1534584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1534681.375000 Penalty: 3138.840332
	Iteration 16Q: 3 clusters Score -1534681 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1534745.250000 Penalty: 3138.840332
	Iteration 17Q: 3 clusters Score -1534745 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1534791.375000 Penalty: 3138.840332
	Iteration 18Q: 3 clusters Score -1534791 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1534845.875000 Penalty: 3138.840332
	Iteration 19Q: 3 clusters Score -1534846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1534885.250000 Penalty: 3138.840332
	Iteration 20F: 3 clusters Score -1534885 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1534927.625000 Penalty: 3138.840332
	Iteration 21Q: 3 clusters Score -1534928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1534965.375000 Penalty: 3138.840332
	Iteration 22Q: 3 clusters Score -1534965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1535003.375000 Penalty: 3138.840332
	Iteration 23Q: 3 clusters Score -1535003 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1535042.250000 Penalty: 3138.840332
	Iteration 24Q: 3 clusters Score -1535042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1535079.125000 Penalty: 3138.840332
	Iteration 25Q: 3 clusters Score -1535079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1535115.250000 Penalty: 3138.840332
	Iteration 26Q: 3 clusters Score -1535115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1535148.875000 Penalty: 3138.840332
	Iteration 27Q: 3 clusters Score -1535149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1535173.000000 Penalty: 3138.840332
	Iteration 28Q: 3 clusters Score -1535173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1535206.125000 Penalty: 3138.840332
	Iteration 29Q: 3 clusters Score -1535206 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1535250.250000 Penalty: 3138.840332
	Iteration 30Q: 3 clusters Score -1535250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1535285.125000 Penalty: 3138.840332
	Iteration 31Q: 3 clusters Score -1535285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1535320.500000 Penalty: 3138.840332
	Iteration 32Q: 3 clusters Score -1535320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1535338.500000 Penalty: 3138.840332
	Iteration 33Q: 3 clusters Score -1535338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1535353.500000 Penalty: 3138.840332
	Iteration 34Q: 3 clusters Score -1535354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1535372.500000 Penalty: 3138.840332
	Iteration 35Q: 3 clusters Score -1535372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1535387.625000 Penalty: 3138.840332
	Iteration 36Q: 3 clusters Score -1535388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1535399.625000 Penalty: 3138.840332
	Iteration 37Q: 3 clusters Score -1535400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1535410.500000 Penalty: 3138.840332
	Iteration 38Q: 3 clusters Score -1535410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1535412.750000 Penalty: 3138.840332
	Iteration 39Q: 3 clusters Score -1535413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1535414.625000 Penalty: 3138.840332
	Iteration 40F: 3 clusters Score -1535415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1535418.625000 Penalty: 3138.840332
	Iteration 41Q: 3 clusters Score -1535419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1535423.625000 Penalty: 3138.840332
	Iteration 42Q: 3 clusters Score -1535424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1535429.250000 Penalty: 3138.840332
	Iteration 43Q: 3 clusters Score -1535429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1535432.625000 Penalty: 3138.840332
	Iteration 44Q: 3 clusters Score -1535433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1535437.750000 Penalty: 3138.840332
	Iteration 45Q: 3 clusters Score -1535438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1535442.000000 Penalty: 3138.840332
	Iteration 46Q: 3 clusters Score -1535442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1535439.875000 Penalty: 3138.840332
	Iteration 47Q: 3 clusters Score -1535440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1535445.125000 Penalty: 3138.840332
	Iteration 48Q: 3 clusters Score -1535445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1535449.250000 Penalty: 3138.840332
	Iteration 49Q: 3 clusters Score -1535449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1535449.000000 Penalty: 3138.840332
	Iteration 50Q: 3 clusters Score -1535449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1535453.875000 Penalty: 3138.840332
	Iteration 51Q: 3 clusters Score -1535454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1535453.875000 Penalty: 3138.840332
	Iteration 52F: 3 clusters Score -1535454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Entering Unmasked Estep 
Score: -1465777.375000 Penalty: 1560.694336
	Iteration 0F: 2 clusters Score -1465777 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 7312 members 
Entering Unmasked Estep 
Score: -1455477.875000 Penalty: 3121.388672
	Iteration 0F: 3 clusters Score -1455478 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1458939.625000 Penalty: 3121.388672
	Iteration 1F: 3 clusters Score -1458940 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1459290.000000 Penalty: 3121.388672
	Iteration 2F: 3 clusters Score -1459290 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1459586.000000 Penalty: 3121.388672
	Iteration 3Q: 3 clusters Score -1459586 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1459889.000000 Penalty: 3121.388672
	Iteration 4Q: 3 clusters Score -1459889 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1460201.875000 Penalty: 3121.388672
	Iteration 5Q: 3 clusters Score -1460202 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1460596.750000 Penalty: 3121.388672
	Iteration 6Q: 3 clusters Score -1460597 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1461132.750000 Penalty: 3121.388672
	Iteration 7F: 3 clusters Score -1461133 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1461892.125000 Penalty: 3121.388672
	Iteration 8F: 3 clusters Score -1461892 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1462644.375000 Penalty: 3121.388672
	Iteration 9F: 3 clusters Score -1462644 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1463271.000000 Penalty: 3121.388672
	Iteration 10Q: 3 clusters Score -1463271 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1463753.125000 Penalty: 3121.388672
	Iteration 11Q: 3 clusters Score -1463753 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1464043.000000 Penalty: 3121.388672
	Iteration 12Q: 3 clusters Score -1464043 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1464185.125000 Penalty: 3121.388672
	Iteration 13Q: 3 clusters Score -1464185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1464266.000000 Penalty: 3121.388672
	Iteration 14Q: 3 clusters Score -1464266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1464332.250000 Penalty: 3121.388672
	Iteration 15Q: 3 clusters Score -1464332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1464380.125000 Penalty: 3121.388672
	Iteration 16Q: 3 clusters Score -1464380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1464409.000000 Penalty: 3121.388672
	Iteration 17Q: 3 clusters Score -1464409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1464417.750000 Penalty: 3121.388672
	Iteration 18Q: 3 clusters Score -1464418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1464429.125000 Penalty: 3121.388672
	Iteration 19Q: 3 clusters Score -1464429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1464437.250000 Penalty: 3121.388672
	Iteration 20F: 3 clusters Score -1464437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1464447.625000 Penalty: 3121.388672
	Iteration 21Q: 3 clusters Score -1464448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1464452.750000 Penalty: 3121.388672
	Iteration 22Q: 3 clusters Score -1464453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1464455.500000 Penalty: 3121.388672
	Iteration 23Q: 3 clusters Score -1464456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1464457.125000 Penalty: 3121.388672
	Iteration 24Q: 3 clusters Score -1464457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1464465.375000 Penalty: 3121.388672
	Iteration 25Q: 3 clusters Score -1464465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1464469.250000 Penalty: 3121.388672
	Iteration 26Q: 3 clusters Score -1464469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1464472.000000 Penalty: 3121.388672
	Iteration 27Q: 3 clusters Score -1464472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1464477.625000 Penalty: 3121.388672
	Iteration 28Q: 3 clusters Score -1464478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1464477.625000 Penalty: 3121.388672
	Iteration 29F: 3 clusters Score -1464478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Entering Unmasked Estep 
Score: -1274628.250000 Penalty: 1538.939087
	Iteration 0F: 2 clusters Score -1274628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1265418.500000 Penalty: 3077.878174
	Iteration 0F: 3 clusters Score -1265418 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1268624.750000 Penalty: 3077.878174
	Iteration 1F: 3 clusters Score -1268625 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1268981.500000 Penalty: 3077.878174
	Iteration 2F: 3 clusters Score -1268982 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1269429.750000 Penalty: 3077.878174
	Iteration 3F: 3 clusters Score -1269430 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1270083.250000 Penalty: 3077.878174
	Iteration 4F: 3 clusters Score -1270083 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1270939.250000 Penalty: 3077.878174
	Iteration 5F: 3 clusters Score -1270939 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1271761.750000 Penalty: 3077.878174
	Iteration 6F: 3 clusters Score -1271762 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1272463.750000 Penalty: 3077.878174
	Iteration 7F: 3 clusters Score -1272464 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1273070.125000 Penalty: 3077.878174
	Iteration 8Q: 3 clusters Score -1273070 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1273562.125000 Penalty: 3077.878174
	Iteration 9Q: 3 clusters Score -1273562 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1273993.875000 Penalty: 3077.878174
	Iteration 10Q: 3 clusters Score -1273994 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1274290.125000 Penalty: 3077.878174
	Iteration 11Q: 3 clusters Score -1274290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1274396.000000 Penalty: 3077.878174
	Iteration 12Q: 3 clusters Score -1274396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1274442.750000 Penalty: 3077.878174
	Iteration 13Q: 3 clusters Score -1274443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1274466.250000 Penalty: 3077.878174
	Iteration 14Q: 3 clusters Score -1274466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1274480.250000 Penalty: 3077.878174
	Iteration 15Q: 3 clusters Score -1274480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1274490.750000 Penalty: 3077.878174
	Iteration 16Q: 3 clusters Score -1274491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1274496.250000 Penalty: 3077.878174
	Iteration 17Q: 3 clusters Score -1274496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1274504.500000 Penalty: 3077.878174
	Iteration 18Q: 3 clusters Score -1274504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1274505.125000 Penalty: 3077.878174
	Iteration 19Q: 3 clusters Score -1274505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1274506.500000 Penalty: 3077.878174
	Iteration 20F: 3 clusters Score -1274506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1274508.875000 Penalty: 3077.878174
	Iteration 21Q: 3 clusters Score -1274509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1274509.500000 Penalty: 3077.878174
	Iteration 22Q: 3 clusters Score -1274510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1274511.750000 Penalty: 3077.878174
	Iteration 23Q: 3 clusters Score -1274512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1274515.375000 Penalty: 3077.878174
	Iteration 24Q: 3 clusters Score -1274515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1274520.875000 Penalty: 3077.878174
	Iteration 25Q: 3 clusters Score -1274521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1274522.875000 Penalty: 3077.878174
	Iteration 26Q: 3 clusters Score -1274523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1274524.250000 Penalty: 3077.878174
	Iteration 27Q: 3 clusters Score -1274524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1274527.000000 Penalty: 3077.878174
	Iteration 28Q: 3 clusters Score -1274527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1274533.875000 Penalty: 3077.878174
	Iteration 29Q: 3 clusters Score -1274534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1274537.750000 Penalty: 3077.878174
	Iteration 30Q: 3 clusters Score -1274538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1274537.250000 Penalty: 3077.878174
	Iteration 31Q: 3 clusters Score -1274537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1274539.750000 Penalty: 3077.878174
	Iteration 32Q: 3 clusters Score -1274540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1274543.000000 Penalty: 3077.878174
	Iteration 33Q: 3 clusters Score -1274543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1274548.500000 Penalty: 3077.878174
	Iteration 34Q: 3 clusters Score -1274548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1274547.625000 Penalty: 3077.878174
	Iteration 35Q: 3 clusters Score -1274548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1274548.750000 Penalty: 3077.878174
	Iteration 36Q: 3 clusters Score -1274549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1274547.500000 Penalty: 3077.878174
	Iteration 37Q: 3 clusters Score -1274548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1274546.625000 Penalty: 3077.878174
	Iteration 38Q: 3 clusters Score -1274547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1274546.875000 Penalty: 3077.878174
	Iteration 39F: 3 clusters Score -1274547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1274547.750000 Penalty: 3077.878174
	Iteration 40F: 3 clusters Score -1274548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1274548.000000 Penalty: 3077.878174
	Iteration 41Q: 3 clusters Score -1274548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1274549.125000 Penalty: 3077.878174
	Iteration 42Q: 3 clusters Score -1274549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1274550.250000 Penalty: 3077.878174
	Iteration 43Q: 3 clusters Score -1274550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1274550.250000 Penalty: 3077.878174
	Iteration 44Q: 3 clusters Score -1274550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1274553.875000 Penalty: 3077.878174
	Iteration 45Q: 3 clusters Score -1274554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1274555.625000 Penalty: 3077.878174
	Iteration 46Q: 3 clusters Score -1274556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1274557.000000 Penalty: 3077.878174
	Iteration 47Q: 3 clusters Score -1274557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1274555.875000 Penalty: 3077.878174
	Iteration 48Q: 3 clusters Score -1274556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1274555.875000 Penalty: 3077.878174
	Iteration 49F: 3 clusters Score -1274556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Entering Unmasked Estep 
Score: -594644.062500 Penalty: 1412.365967
	Iteration 0F: 2 clusters Score -594644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -590149.750000 Penalty: 2824.731934
	Iteration 0F: 3 clusters Score -590149.8 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -591719.437500 Penalty: 2824.731934
	Iteration 1F: 3 clusters Score -591719.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -592189.500000 Penalty: 2824.731934
	Iteration 2F: 3 clusters Score -592189.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -592613.500000 Penalty: 2824.731934
	Iteration 3F: 3 clusters Score -592613.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -592948.500000 Penalty: 2824.731934
	Iteration 4F: 3 clusters Score -592948.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -593243.125000 Penalty: 2824.731934
	Iteration 5F: 3 clusters Score -593243.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -593446.375000 Penalty: 2824.731934
	Iteration 6Q: 3 clusters Score -593446.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -593595.750000 Penalty: 2824.731934
	Iteration 7Q: 3 clusters Score -593595.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -593716.625000 Penalty: 2824.731934
	Iteration 8Q: 3 clusters Score -593716.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -593828.125000 Penalty: 2824.731934
	Iteration 9Q: 3 clusters Score -593828.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -593906.500000 Penalty: 2824.731934
	Iteration 10Q: 3 clusters Score -593906.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -593937.000000 Penalty: 2824.731934
	Iteration 11Q: 3 clusters Score -593937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -593952.750000 Penalty: 2824.731934
	Iteration 12Q: 3 clusters Score -593952.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -593964.875000 Penalty: 2824.731934
	Iteration 13Q: 3 clusters Score -593964.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -593976.562500 Penalty: 2824.731934
	Iteration 14Q: 3 clusters Score -593976.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -593985.312500 Penalty: 2824.731934
	Iteration 15Q: 3 clusters Score -593985.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -593992.937500 Penalty: 2824.731934
	Iteration 16Q: 3 clusters Score -593992.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -593998.625000 Penalty: 2824.731934
	Iteration 17Q: 3 clusters Score -593998.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -594001.875000 Penalty: 2824.731934
	Iteration 18Q: 3 clusters Score -594001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -594005.062500 Penalty: 2824.731934
	Iteration 19Q: 3 clusters Score -594005.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -594011.125000 Penalty: 2824.731934
	Iteration 20F: 3 clusters Score -594011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -594018.875000 Penalty: 2824.731934
	Iteration 21Q: 3 clusters Score -594018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -594024.562500 Penalty: 2824.731934
	Iteration 22Q: 3 clusters Score -594024.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -594032.875000 Penalty: 2824.731934
	Iteration 23Q: 3 clusters Score -594032.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -594044.812500 Penalty: 2824.731934
	Iteration 24Q: 3 clusters Score -594044.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -594066.625000 Penalty: 2824.731934
	Iteration 25Q: 3 clusters Score -594066.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -594088.437500 Penalty: 2824.731934
	Iteration 26Q: 3 clusters Score -594088.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -594108.687500 Penalty: 2824.731934
	Iteration 27Q: 3 clusters Score -594108.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -594122.750000 Penalty: 2824.731934
	Iteration 28Q: 3 clusters Score -594122.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -594138.250000 Penalty: 2824.731934
	Iteration 29Q: 3 clusters Score -594138.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -594145.250000 Penalty: 2824.731934
	Iteration 30Q: 3 clusters Score -594145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -594148.187500 Penalty: 2824.731934
	Iteration 31Q: 3 clusters Score -594148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -594149.312500 Penalty: 2824.731934
	Iteration 32Q: 3 clusters Score -594149.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -594151.812500 Penalty: 2824.731934
	Iteration 33Q: 3 clusters Score -594151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -594152.437500 Penalty: 2824.731934
	Iteration 34Q: 3 clusters Score -594152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -594153.750000 Penalty: 2824.731934
	Iteration 35Q: 3 clusters Score -594153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -594156.500000 Penalty: 2824.731934
	Iteration 36Q: 3 clusters Score -594156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -594157.187500 Penalty: 2824.731934
	Iteration 37Q: 3 clusters Score -594157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -594159.250000 Penalty: 2824.731934
	Iteration 38Q: 3 clusters Score -594159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -594160.687500 Penalty: 2824.731934
	Iteration 39Q: 3 clusters Score -594160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -594161.812500 Penalty: 2824.731934
	Iteration 40F: 3 clusters Score -594161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -594161.562500 Penalty: 2824.731934
	Iteration 41Q: 3 clusters Score -594161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -594159.750000 Penalty: 2824.731934
	Iteration 42Q: 3 clusters Score -594159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -594159.750000 Penalty: 2824.731934
	Iteration 43F: 3 clusters Score -594159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Entering Unmasked Estep 
Score: -4265136.000000 Penalty: 1732.966675
	Iteration 0F: 2 clusters Score -4265136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4236546.500000 Penalty: 3465.933350
	Iteration 0F: 3 clusters Score -4236546 nChanged 19848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4248002.000000 Penalty: 3465.933350
	Iteration 1F: 3 clusters Score -4248002 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4249087.500000 Penalty: 3465.933350
	Iteration 2F: 3 clusters Score -4249088 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4251009.000000 Penalty: 3465.933350
	Iteration 3F: 3 clusters Score -4251009 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4254096.000000 Penalty: 3465.933350
	Iteration 4F: 3 clusters Score -4254096 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4257865.000000 Penalty: 3465.933350
	Iteration 5F: 3 clusters Score -4257865 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4261000.000000 Penalty: 3465.933350
	Iteration 6F: 3 clusters Score -4261000 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4262589.500000 Penalty: 3465.933350
	Iteration 7Q: 3 clusters Score -4262590 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4263164.000000 Penalty: 3465.933350
	Iteration 8Q: 3 clusters Score -4263164 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4263400.500000 Penalty: 3465.933350
	Iteration 9Q: 3 clusters Score -4263400 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4263501.000000 Penalty: 3465.933350
	Iteration 10Q: 3 clusters Score -4263501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4263547.000000 Penalty: 3465.933350
	Iteration 11Q: 3 clusters Score -4263547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4263568.000000 Penalty: 3465.933350
	Iteration 12Q: 3 clusters Score -4263568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4263593.500000 Penalty: 3465.933350
	Iteration 13Q: 3 clusters Score -4263594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4263606.000000 Penalty: 3465.933350
	Iteration 14Q: 3 clusters Score -4263606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4263613.500000 Penalty: 3465.933350
	Iteration 15Q: 3 clusters Score -4263614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4263616.500000 Penalty: 3465.933350
	Iteration 16Q: 3 clusters Score -4263616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4263622.000000 Penalty: 3465.933350
	Iteration 17Q: 3 clusters Score -4263622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4263623.500000 Penalty: 3465.933350
	Iteration 18Q: 3 clusters Score -4263624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4263627.000000 Penalty: 3465.933350
	Iteration 19Q: 3 clusters Score -4263627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4263635.000000 Penalty: 3465.933350
	Iteration 20F: 3 clusters Score -4263635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4263634.000000 Penalty: 3465.933350
	Iteration 21Q: 3 clusters Score -4263634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4263637.500000 Penalty: 3465.933350
	Iteration 22Q: 3 clusters Score -4263638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4263634.000000 Penalty: 3465.933350
	Iteration 23Q: 3 clusters Score -4263634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4263635.500000 Penalty: 3465.933350
	Iteration 24Q: 3 clusters Score -4263636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4263637.500000 Penalty: 3465.933350
	Iteration 25Q: 3 clusters Score -4263638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4263637.500000 Penalty: 3465.933350
	Iteration 26F: 3 clusters Score -4263638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -342081.000000 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -342081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -339004.218750 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -339004.2 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -339836.406250 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -339836.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -340073.250000 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -340073.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -340230.968750 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -340231 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -340365.187500 Penalty: 2658.877197
	Iteration 4Q: 3 clusters Score -340365.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -340487.781250 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -340487.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -340604.531250 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -340604.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -340750.437500 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -340750.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -340952.656250 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -340952.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -341161.000000 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -341161 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -341355.250000 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -341355.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -341509.625000 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -341509.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -341582.937500 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -341582.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -341622.687500 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -341622.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -341654.562500 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -341654.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -341682.156250 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -341682.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -341708.156250 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -341708.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -341733.093750 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -341733.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -341754.218750 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -341754.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -341772.312500 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -341772.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -341785.468750 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -341785.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -341796.968750 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -341797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -341811.031250 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -341811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -341822.187500 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -341822.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -341834.093750 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -341834.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -341845.562500 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -341845.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -341855.031250 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -341855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -341861.968750 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -341862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -341866.406250 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -341866.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -341871.875000 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -341871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -341878.468750 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -341878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -341883.468750 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -341883.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -341886.687500 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -341886.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -341890.468750 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -341890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -341893.218750 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -341893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -341898.250000 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -341898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -341906.312500 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -341906.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -341915.218750 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -341915.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -341922.593750 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -341922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -341930.687500 Penalty: 2658.877197
	Iteration 39Q: 3 clusters Score -341930.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -341937.281250 Penalty: 2658.877197
	Iteration 40F: 3 clusters Score -341937.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -341942.031250 Penalty: 2658.877197
	Iteration 41Q: 3 clusters Score -341942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -341947.062500 Penalty: 2658.877197
	Iteration 42Q: 3 clusters Score -341947.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -341953.500000 Penalty: 2658.877197
	Iteration 43Q: 3 clusters Score -341953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -341958.375000 Penalty: 2658.877197
	Iteration 44Q: 3 clusters Score -341958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -341962.781250 Penalty: 2658.877197
	Iteration 45Q: 3 clusters Score -341962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -341965.562500 Penalty: 2658.877197
	Iteration 46Q: 3 clusters Score -341965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -341968.562500 Penalty: 2658.877197
	Iteration 47Q: 3 clusters Score -341968.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -341976.343750 Penalty: 2658.877197
	Iteration 48Q: 3 clusters Score -341976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -341980.218750 Penalty: 2658.877197
	Iteration 49Q: 3 clusters Score -341980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -341985.250000 Penalty: 2658.877197
	Iteration 50Q: 3 clusters Score -341985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -341991.750000 Penalty: 2658.877197
	Iteration 51Q: 3 clusters Score -341991.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -342005.062500 Penalty: 2658.877197
	Iteration 52Q: 3 clusters Score -342005.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -342026.468750 Penalty: 2658.877197
	Iteration 53Q: 3 clusters Score -342026.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -342057.312500 Penalty: 2658.877197
	Iteration 54Q: 3 clusters Score -342057.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -342117.375000 Penalty: 2658.877197
	Iteration 55Q: 3 clusters Score -342117.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -342179.531250 Penalty: 2658.877197
	Iteration 56Q: 3 clusters Score -342179.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -342215.187500 Penalty: 2658.877197
	Iteration 57Q: 3 clusters Score -342215.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -342258.968750 Penalty: 2658.877197
	Iteration 58Q: 3 clusters Score -342259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -342287.125000 Penalty: 2658.877197
	Iteration 59Q: 3 clusters Score -342287.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -342333.125000 Penalty: 2658.877197
	Iteration 60F: 3 clusters Score -342333.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -342446.875000 Penalty: 2658.877197
	Iteration 61Q: 3 clusters Score -342446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -342479.593750 Penalty: 2658.877197
	Iteration 62Q: 3 clusters Score -342479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -342487.531250 Penalty: 2658.877197
	Iteration 63Q: 3 clusters Score -342487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -342490.187500 Penalty: 2658.877197
	Iteration 64Q: 3 clusters Score -342490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -342490.562500 Penalty: 2658.877197
	Iteration 65Q: 3 clusters Score -342490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -342490.562500 Penalty: 2658.877197
	Iteration 66F: 3 clusters Score -342490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 15646 members 
Mstep: Class 4 contains 14828 members 
Mstep: Class 5 contains 12970 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 42805 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 10148 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 11 contains 8914 members 
Mstep: Class 12 contains 5617 members 
Mstep: Class 13 contains 107006 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 122449 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 5155 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 11850 members 
Mstep: Class 23 contains 15310 members 
Mstep: Class 24 contains 1176 members 
Mstep: Class 25 contains 21999 members 
Mstep: Class 26 contains 844 members 
Entering Unmasked Estep 
Score: -52414492.000000 Penalty: 55808.535156
Splitting cluster 8 changes total score from -52414980.000000 to -52414492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (10148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Entering Unmasked Estep 
Score: -1002693.875000 Penalty: 1499.067627
	Iteration 0F: 2 clusters Score -1002694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -995484.312500 Penalty: 2998.135254
	Iteration 0F: 3 clusters Score -995484.3 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -997853.562500 Penalty: 2998.135254
	Iteration 1F: 3 clusters Score -997853.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -998167.687500 Penalty: 2998.135254
	Iteration 2F: 3 clusters Score -998167.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -998444.812500 Penalty: 2998.135254
	Iteration 3F: 3 clusters Score -998444.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -998694.500000 Penalty: 2998.135254
	Iteration 4F: 3 clusters Score -998694.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -998962.875000 Penalty: 2998.135254
	Iteration 5Q: 3 clusters Score -998962.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -999274.812500 Penalty: 2998.135254
	Iteration 6Q: 3 clusters Score -999274.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -999612.562500 Penalty: 2998.135254
	Iteration 7Q: 3 clusters Score -999612.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -999955.062500 Penalty: 2998.135254
	Iteration 8Q: 3 clusters Score -999955.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1000261.687500 Penalty: 2998.135254
	Iteration 9Q: 3 clusters Score -1000262 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1000523.562500 Penalty: 2998.135254
	Iteration 10Q: 3 clusters Score -1000524 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1000724.437500 Penalty: 2998.135254
	Iteration 11Q: 3 clusters Score -1000724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1000882.625000 Penalty: 2998.135254
	Iteration 12Q: 3 clusters Score -1000883 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1000984.312500 Penalty: 2998.135254
	Iteration 13Q: 3 clusters Score -1000984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1001081.187500 Penalty: 2998.135254
	Iteration 14Q: 3 clusters Score -1001081 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1001149.375000 Penalty: 2998.135254
	Iteration 15Q: 3 clusters Score -1001149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1001196.187500 Penalty: 2998.135254
	Iteration 16Q: 3 clusters Score -1001196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1001239.687500 Penalty: 2998.135254
	Iteration 17Q: 3 clusters Score -1001240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1001271.687500 Penalty: 2998.135254
	Iteration 18Q: 3 clusters Score -1001272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1001294.750000 Penalty: 2998.135254
	Iteration 19Q: 3 clusters Score -1001295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1001319.125000 Penalty: 2998.135254
	Iteration 20F: 3 clusters Score -1001319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1001330.125000 Penalty: 2998.135254
	Iteration 21Q: 3 clusters Score -1001330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1001336.812500 Penalty: 2998.135254
	Iteration 22Q: 3 clusters Score -1001337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1001344.937500 Penalty: 2998.135254
	Iteration 23Q: 3 clusters Score -1001345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1001351.437500 Penalty: 2998.135254
	Iteration 24Q: 3 clusters Score -1001351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1001359.187500 Penalty: 2998.135254
	Iteration 25Q: 3 clusters Score -1001359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1001362.750000 Penalty: 2998.135254
	Iteration 26Q: 3 clusters Score -1001363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1001364.187500 Penalty: 2998.135254
	Iteration 27Q: 3 clusters Score -1001364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1001365.812500 Penalty: 2998.135254
	Iteration 28Q: 3 clusters Score -1001366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1001365.437500 Penalty: 2998.135254
	Iteration 29Q: 3 clusters Score -1001365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1001368.625000 Penalty: 2998.135254
	Iteration 30Q: 3 clusters Score -1001369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1001369.937500 Penalty: 2998.135254
	Iteration 31Q: 3 clusters Score -1001370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1001371.187500 Penalty: 2998.135254
	Iteration 32Q: 3 clusters Score -1001371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1001373.937500 Penalty: 2998.135254
	Iteration 33Q: 3 clusters Score -1001374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1001381.750000 Penalty: 2998.135254
	Iteration 34Q: 3 clusters Score -1001382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1001386.062500 Penalty: 2998.135254
	Iteration 35Q: 3 clusters Score -1001386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1001392.875000 Penalty: 2998.135254
	Iteration 36Q: 3 clusters Score -1001393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1001398.812500 Penalty: 2998.135254
	Iteration 37Q: 3 clusters Score -1001399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1001404.562500 Penalty: 2998.135254
	Iteration 38Q: 3 clusters Score -1001405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1001409.312500 Penalty: 2998.135254
	Iteration 39Q: 3 clusters Score -1001409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1001414.000000 Penalty: 2998.135254
	Iteration 40F: 3 clusters Score -1001414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1001419.250000 Penalty: 2998.135254
	Iteration 41Q: 3 clusters Score -1001419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1001421.312500 Penalty: 2998.135254
	Iteration 42Q: 3 clusters Score -1001421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1001421.562500 Penalty: 2998.135254
	Iteration 43Q: 3 clusters Score -1001422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1001425.875000 Penalty: 2998.135254
	Iteration 44Q: 3 clusters Score -1001426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1001428.875000 Penalty: 2998.135254
	Iteration 45Q: 3 clusters Score -1001429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1001433.187500 Penalty: 2998.135254
	Iteration 46Q: 3 clusters Score -1001433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1001435.437500 Penalty: 2998.135254
	Iteration 47Q: 3 clusters Score -1001435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1001436.687500 Penalty: 2998.135254
	Iteration 48Q: 3 clusters Score -1001437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1001438.250000 Penalty: 2998.135254
	Iteration 49Q: 3 clusters Score -1001438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1001440.875000 Penalty: 2998.135254
	Iteration 50Q: 3 clusters Score -1001441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1001443.625000 Penalty: 2998.135254
	Iteration 51Q: 3 clusters Score -1001444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1001444.687500 Penalty: 2998.135254
	Iteration 52Q: 3 clusters Score -1001445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1001447.625000 Penalty: 2998.135254
	Iteration 53Q: 3 clusters Score -1001448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1001451.125000 Penalty: 2998.135254
	Iteration 54Q: 3 clusters Score -1001451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1001451.312500 Penalty: 2998.135254
	Iteration 55Q: 3 clusters Score -1001451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1001454.250000 Penalty: 2998.135254
	Iteration 56Q: 3 clusters Score -1001454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1001454.562500 Penalty: 2998.135254
	Iteration 57Q: 3 clusters Score -1001455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1001456.312500 Penalty: 2998.135254
	Iteration 58Q: 3 clusters Score -1001456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1001458.625000 Penalty: 2998.135254
	Iteration 59Q: 3 clusters Score -1001459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1001460.000000 Penalty: 2998.135254
	Iteration 60F: 3 clusters Score -1001460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1001461.000000 Penalty: 2998.135254
	Iteration 61Q: 3 clusters Score -1001461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1001466.125000 Penalty: 2998.135254
	Iteration 62Q: 3 clusters Score -1001466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1001467.500000 Penalty: 2998.135254
	Iteration 63Q: 3 clusters Score -1001468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1001465.625000 Penalty: 2998.135254
	Iteration 64Q: 3 clusters Score -1001466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1001468.187500 Penalty: 2998.135254
	Iteration 65Q: 3 clusters Score -1001468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1001470.000000 Penalty: 2998.135254
	Iteration 66Q: 3 clusters Score -1001470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1001472.937500 Penalty: 2998.135254
	Iteration 67Q: 3 clusters Score -1001473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1001473.562500 Penalty: 2998.135254
	Iteration 68Q: 3 clusters Score -1001474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1001472.750000 Penalty: 2998.135254
	Iteration 69Q: 3 clusters Score -1001473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1001475.375000 Penalty: 2998.135254
	Iteration 70Q: 3 clusters Score -1001475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1001474.250000 Penalty: 2998.135254
	Iteration 71Q: 3 clusters Score -1001474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1001474.750000 Penalty: 2998.135254
	Iteration 72Q: 3 clusters Score -1001475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1001476.750000 Penalty: 2998.135254
	Iteration 73Q: 3 clusters Score -1001477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1001477.250000 Penalty: 2998.135254
	Iteration 74Q: 3 clusters Score -1001477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1001477.250000 Penalty: 2998.135254
	Iteration 75F: 3 clusters Score -1001477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -345699.406250 Penalty: 1332.457520
	Iteration 0F: 2 clusters Score -345699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -342611.343750 Penalty: 2664.915039
	Iteration 0F: 3 clusters Score -342611.3 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -343393.562500 Penalty: 2664.915039
	Iteration 1F: 3 clusters Score -343393.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -343529.500000 Penalty: 2664.915039
	Iteration 2F: 3 clusters Score -343529.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -343627.062500 Penalty: 2664.915039
	Iteration 3Q: 3 clusters Score -343627.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -343721.062500 Penalty: 2664.915039
	Iteration 4Q: 3 clusters Score -343721.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -343798.937500 Penalty: 2664.915039
	Iteration 5Q: 3 clusters Score -343798.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -343862.125000 Penalty: 2664.915039
	Iteration 6Q: 3 clusters Score -343862.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -343903.625000 Penalty: 2664.915039
	Iteration 7Q: 3 clusters Score -343903.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -343928.000000 Penalty: 2664.915039
	Iteration 8Q: 3 clusters Score -343928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -343959.062500 Penalty: 2664.915039
	Iteration 9Q: 3 clusters Score -343959.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -343981.312500 Penalty: 2664.915039
	Iteration 10Q: 3 clusters Score -343981.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -344009.562500 Penalty: 2664.915039
	Iteration 11Q: 3 clusters Score -344009.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -344036.062500 Penalty: 2664.915039
	Iteration 12Q: 3 clusters Score -344036.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -344060.750000 Penalty: 2664.915039
	Iteration 13Q: 3 clusters Score -344060.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -344087.281250 Penalty: 2664.915039
	Iteration 14Q: 3 clusters Score -344087.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -344112.218750 Penalty: 2664.915039
	Iteration 15Q: 3 clusters Score -344112.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -344150.156250 Penalty: 2664.915039
	Iteration 16Q: 3 clusters Score -344150.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -344196.906250 Penalty: 2664.915039
	Iteration 17Q: 3 clusters Score -344196.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -344241.562500 Penalty: 2664.915039
	Iteration 18Q: 3 clusters Score -344241.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -344277.468750 Penalty: 2664.915039
	Iteration 19Q: 3 clusters Score -344277.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -344308.250000 Penalty: 2664.915039
	Iteration 20F: 3 clusters Score -344308.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -344341.843750 Penalty: 2664.915039
	Iteration 21Q: 3 clusters Score -344341.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -344371.343750 Penalty: 2664.915039
	Iteration 22Q: 3 clusters Score -344371.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -344395.718750 Penalty: 2664.915039
	Iteration 23Q: 3 clusters Score -344395.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -344417.375000 Penalty: 2664.915039
	Iteration 24Q: 3 clusters Score -344417.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -344436.312500 Penalty: 2664.915039
	Iteration 25Q: 3 clusters Score -344436.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -344454.593750 Penalty: 2664.915039
	Iteration 26Q: 3 clusters Score -344454.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -344475.250000 Penalty: 2664.915039
	Iteration 27Q: 3 clusters Score -344475.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -344493.406250 Penalty: 2664.915039
	Iteration 28Q: 3 clusters Score -344493.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -344506.218750 Penalty: 2664.915039
	Iteration 29Q: 3 clusters Score -344506.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -344518.375000 Penalty: 2664.915039
	Iteration 30Q: 3 clusters Score -344518.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -344527.187500 Penalty: 2664.915039
	Iteration 31Q: 3 clusters Score -344527.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -344532.625000 Penalty: 2664.915039
	Iteration 32Q: 3 clusters Score -344532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -344541.125000 Penalty: 2664.915039
	Iteration 33Q: 3 clusters Score -344541.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -344546.875000 Penalty: 2664.915039
	Iteration 34Q: 3 clusters Score -344546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -344552.187500 Penalty: 2664.915039
	Iteration 35Q: 3 clusters Score -344552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -344556.968750 Penalty: 2664.915039
	Iteration 36Q: 3 clusters Score -344557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -344561.593750 Penalty: 2664.915039
	Iteration 37Q: 3 clusters Score -344561.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -344566.062500 Penalty: 2664.915039
	Iteration 38Q: 3 clusters Score -344566.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -344571.343750 Penalty: 2664.915039
	Iteration 39Q: 3 clusters Score -344571.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -344576.875000 Penalty: 2664.915039
	Iteration 40F: 3 clusters Score -344576.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -344583.406250 Penalty: 2664.915039
	Iteration 41Q: 3 clusters Score -344583.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -344589.343750 Penalty: 2664.915039
	Iteration 42Q: 3 clusters Score -344589.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -344593.593750 Penalty: 2664.915039
	Iteration 43Q: 3 clusters Score -344593.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -344599.437500 Penalty: 2664.915039
	Iteration 44Q: 3 clusters Score -344599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -344604.687500 Penalty: 2664.915039
	Iteration 45Q: 3 clusters Score -344604.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -344607.625000 Penalty: 2664.915039
	Iteration 46Q: 3 clusters Score -344607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -344610.656250 Penalty: 2664.915039
	Iteration 47Q: 3 clusters Score -344610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -344612.687500 Penalty: 2664.915039
	Iteration 48Q: 3 clusters Score -344612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -344613.656250 Penalty: 2664.915039
	Iteration 49Q: 3 clusters Score -344613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -344615.750000 Penalty: 2664.915039
	Iteration 50Q: 3 clusters Score -344615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -344617.281250 Penalty: 2664.915039
	Iteration 51Q: 3 clusters Score -344617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -344618.312500 Penalty: 2664.915039
	Iteration 52Q: 3 clusters Score -344618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -344619.906250 Penalty: 2664.915039
	Iteration 53Q: 3 clusters Score -344619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -344621.312500 Penalty: 2664.915039
	Iteration 54Q: 3 clusters Score -344621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -344622.500000 Penalty: 2664.915039
	Iteration 55Q: 3 clusters Score -344622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -344622.500000 Penalty: 2664.915039
	Iteration 56F: 3 clusters Score -344622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Entering Unmasked Estep 
Score: -881270.500000 Penalty: 1477.998901
	Iteration 0F: 2 clusters Score -881270.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -874848.937500 Penalty: 2955.997803
	Iteration 0F: 3 clusters Score -874848.9 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -876861.625000 Penalty: 2955.997803
	Iteration 1F: 3 clusters Score -876861.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -877095.500000 Penalty: 2955.997803
	Iteration 2F: 3 clusters Score -877095.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -877283.625000 Penalty: 2955.997803
	Iteration 3Q: 3 clusters Score -877283.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -877432.000000 Penalty: 2955.997803
	Iteration 4Q: 3 clusters Score -877432 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -877574.625000 Penalty: 2955.997803
	Iteration 5Q: 3 clusters Score -877574.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -877698.937500 Penalty: 2955.997803
	Iteration 6Q: 3 clusters Score -877698.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -877819.250000 Penalty: 2955.997803
	Iteration 7Q: 3 clusters Score -877819.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -877922.562500 Penalty: 2955.997803
	Iteration 8Q: 3 clusters Score -877922.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -878016.250000 Penalty: 2955.997803
	Iteration 9Q: 3 clusters Score -878016.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -878107.750000 Penalty: 2955.997803
	Iteration 10Q: 3 clusters Score -878107.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -878212.437500 Penalty: 2955.997803
	Iteration 11Q: 3 clusters Score -878212.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -878310.125000 Penalty: 2955.997803
	Iteration 12Q: 3 clusters Score -878310.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -878416.812500 Penalty: 2955.997803
	Iteration 13Q: 3 clusters Score -878416.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -878522.250000 Penalty: 2955.997803
	Iteration 14Q: 3 clusters Score -878522.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -878621.187500 Penalty: 2955.997803
	Iteration 15Q: 3 clusters Score -878621.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -878731.000000 Penalty: 2955.997803
	Iteration 16Q: 3 clusters Score -878731 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -878845.250000 Penalty: 2955.997803
	Iteration 17Q: 3 clusters Score -878845.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -878951.312500 Penalty: 2955.997803
	Iteration 18Q: 3 clusters Score -878951.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -879053.750000 Penalty: 2955.997803
	Iteration 19Q: 3 clusters Score -879053.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -879156.375000 Penalty: 2955.997803
	Iteration 20F: 3 clusters Score -879156.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -879247.062500 Penalty: 2955.997803
	Iteration 21Q: 3 clusters Score -879247.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -879315.687500 Penalty: 2955.997803
	Iteration 22Q: 3 clusters Score -879315.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -879376.500000 Penalty: 2955.997803
	Iteration 23Q: 3 clusters Score -879376.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -879420.625000 Penalty: 2955.997803
	Iteration 24Q: 3 clusters Score -879420.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -879463.687500 Penalty: 2955.997803
	Iteration 25Q: 3 clusters Score -879463.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -879506.687500 Penalty: 2955.997803
	Iteration 26Q: 3 clusters Score -879506.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -879549.437500 Penalty: 2955.997803
	Iteration 27Q: 3 clusters Score -879549.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -879602.500000 Penalty: 2955.997803
	Iteration 28Q: 3 clusters Score -879602.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -879647.562500 Penalty: 2955.997803
	Iteration 29Q: 3 clusters Score -879647.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -879692.687500 Penalty: 2955.997803
	Iteration 30Q: 3 clusters Score -879692.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -879732.750000 Penalty: 2955.997803
	Iteration 31Q: 3 clusters Score -879732.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -879772.250000 Penalty: 2955.997803
	Iteration 32Q: 3 clusters Score -879772.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -879805.250000 Penalty: 2955.997803
	Iteration 33Q: 3 clusters Score -879805.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -879838.937500 Penalty: 2955.997803
	Iteration 34Q: 3 clusters Score -879838.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -879873.187500 Penalty: 2955.997803
	Iteration 35Q: 3 clusters Score -879873.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -879900.937500 Penalty: 2955.997803
	Iteration 36Q: 3 clusters Score -879900.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -879924.312500 Penalty: 2955.997803
	Iteration 37Q: 3 clusters Score -879924.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -879935.562500 Penalty: 2955.997803
	Iteration 38Q: 3 clusters Score -879935.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -879946.750000 Penalty: 2955.997803
	Iteration 39Q: 3 clusters Score -879946.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -879955.937500 Penalty: 2955.997803
	Iteration 40F: 3 clusters Score -879955.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -879969.000000 Penalty: 2955.997803
	Iteration 41Q: 3 clusters Score -879969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -879978.375000 Penalty: 2955.997803
	Iteration 42Q: 3 clusters Score -879978.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -879984.312500 Penalty: 2955.997803
	Iteration 43Q: 3 clusters Score -879984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -879990.312500 Penalty: 2955.997803
	Iteration 44Q: 3 clusters Score -879990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -879995.687500 Penalty: 2955.997803
	Iteration 45Q: 3 clusters Score -879995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -880003.250000 Penalty: 2955.997803
	Iteration 46Q: 3 clusters Score -880003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -880011.125000 Penalty: 2955.997803
	Iteration 47Q: 3 clusters Score -880011.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -880019.375000 Penalty: 2955.997803
	Iteration 48Q: 3 clusters Score -880019.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -880026.187500 Penalty: 2955.997803
	Iteration 49Q: 3 clusters Score -880026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -880030.937500 Penalty: 2955.997803
	Iteration 50Q: 3 clusters Score -880030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -880035.000000 Penalty: 2955.997803
	Iteration 51Q: 3 clusters Score -880035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -880035.625000 Penalty: 2955.997803
	Iteration 52Q: 3 clusters Score -880035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -880037.187500 Penalty: 2955.997803
	Iteration 53Q: 3 clusters Score -880037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -880037.937500 Penalty: 2955.997803
	Iteration 54Q: 3 clusters Score -880037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -880039.187500 Penalty: 2955.997803
	Iteration 55Q: 3 clusters Score -880039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -880039.875000 Penalty: 2955.997803
	Iteration 56Q: 3 clusters Score -880039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -880039.312500 Penalty: 2955.997803
	Iteration 57Q: 3 clusters Score -880039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -880041.500000 Penalty: 2955.997803
	Iteration 58Q: 3 clusters Score -880041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -880043.812500 Penalty: 2955.997803
	Iteration 59Q: 3 clusters Score -880043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -880043.812500 Penalty: 2955.997803
	Iteration 60F: 3 clusters Score -880043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -534458.312500 Penalty: 1402.952271
	Iteration 0F: 2 clusters Score -534458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -530108.812500 Penalty: 2805.904541
	Iteration 0F: 3 clusters Score -530108.8 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -531392.812500 Penalty: 2805.904541
	Iteration 1F: 3 clusters Score -531392.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -531687.375000 Penalty: 2805.904541
	Iteration 2F: 3 clusters Score -531687.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -531907.437500 Penalty: 2805.904541
	Iteration 3F: 3 clusters Score -531907.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -532128.875000 Penalty: 2805.904541
	Iteration 4F: 3 clusters Score -532128.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -532339.125000 Penalty: 2805.904541
	Iteration 5F: 3 clusters Score -532339.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -532538.437500 Penalty: 2805.904541
	Iteration 6Q: 3 clusters Score -532538.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -532750.687500 Penalty: 2805.904541
	Iteration 7Q: 3 clusters Score -532750.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -532981.125000 Penalty: 2805.904541
	Iteration 8Q: 3 clusters Score -532981.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -533223.312500 Penalty: 2805.904541
	Iteration 9Q: 3 clusters Score -533223.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -533455.062500 Penalty: 2805.904541
	Iteration 10Q: 3 clusters Score -533455.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -533611.312500 Penalty: 2805.904541
	Iteration 11Q: 3 clusters Score -533611.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -533677.687500 Penalty: 2805.904541
	Iteration 12Q: 3 clusters Score -533677.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -533715.937500 Penalty: 2805.904541
	Iteration 13Q: 3 clusters Score -533715.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -533742.500000 Penalty: 2805.904541
	Iteration 14Q: 3 clusters Score -533742.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -533755.875000 Penalty: 2805.904541
	Iteration 15Q: 3 clusters Score -533755.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -533767.437500 Penalty: 2805.904541
	Iteration 16Q: 3 clusters Score -533767.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -533779.250000 Penalty: 2805.904541
	Iteration 17Q: 3 clusters Score -533779.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -533790.312500 Penalty: 2805.904541
	Iteration 18Q: 3 clusters Score -533790.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -533803.750000 Penalty: 2805.904541
	Iteration 19Q: 3 clusters Score -533803.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -533811.625000 Penalty: 2805.904541
	Iteration 20F: 3 clusters Score -533811.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -533820.250000 Penalty: 2805.904541
	Iteration 21Q: 3 clusters Score -533820.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -533830.312500 Penalty: 2805.904541
	Iteration 22Q: 3 clusters Score -533830.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -533839.937500 Penalty: 2805.904541
	Iteration 23Q: 3 clusters Score -533839.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -533850.125000 Penalty: 2805.904541
	Iteration 24Q: 3 clusters Score -533850.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -533854.500000 Penalty: 2805.904541
	Iteration 25Q: 3 clusters Score -533854.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -533858.125000 Penalty: 2805.904541
	Iteration 26Q: 3 clusters Score -533858.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -533863.500000 Penalty: 2805.904541
	Iteration 27Q: 3 clusters Score -533863.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -533870.625000 Penalty: 2805.904541
	Iteration 28Q: 3 clusters Score -533870.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -533873.937500 Penalty: 2805.904541
	Iteration 29Q: 3 clusters Score -533873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -533876.312500 Penalty: 2805.904541
	Iteration 30Q: 3 clusters Score -533876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -533878.687500 Penalty: 2805.904541
	Iteration 31Q: 3 clusters Score -533878.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -533881.437500 Penalty: 2805.904541
	Iteration 32Q: 3 clusters Score -533881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -533885.125000 Penalty: 2805.904541
	Iteration 33Q: 3 clusters Score -533885.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -533889.687500 Penalty: 2805.904541
	Iteration 34Q: 3 clusters Score -533889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -533890.875000 Penalty: 2805.904541
	Iteration 35Q: 3 clusters Score -533890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -533891.812500 Penalty: 2805.904541
	Iteration 36Q: 3 clusters Score -533891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -533892.187500 Penalty: 2805.904541
	Iteration 37Q: 3 clusters Score -533892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -533893.125000 Penalty: 2805.904541
	Iteration 38Q: 3 clusters Score -533893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -533892.562500 Penalty: 2805.904541
	Iteration 39Q: 3 clusters Score -533892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -533892.562500 Penalty: 2805.904541
	Iteration 40F: 3 clusters Score -533892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (107006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Entering Unmasked Estep 
Score: -10611327.000000 Penalty: 1881.854004
	Iteration 0F: 2 clusters Score -1.061133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -10540177.000000 Penalty: 3763.708008
	Iteration 0F: 3 clusters Score -1.054018e+07 nChanged 51348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -10569583.000000 Penalty: 3763.708008
	Iteration 1F: 3 clusters Score -1.056958e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -10570370.000000 Penalty: 3763.708008
	Iteration 2Q: 3 clusters Score -1.057037e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -10571503.000000 Penalty: 3763.708008
	Iteration 3Q: 3 clusters Score -1.05715e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -10573524.000000 Penalty: 3763.708008
	Iteration 4Q: 3 clusters Score -1.057352e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -10577178.000000 Penalty: 3763.708008
	Iteration 5F: 3 clusters Score -1.057718e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78743 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -10583379.000000 Penalty: 3763.708008
	Iteration 6F: 3 clusters Score -1.058338e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -10591698.000000 Penalty: 3763.708008
	Iteration 7F: 3 clusters Score -1.05917e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -10599736.000000 Penalty: 3763.708008
	Iteration 8F: 3 clusters Score -1.059974e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -10605584.000000 Penalty: 3763.708008
	Iteration 9F: 3 clusters Score -1.060558e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -10608291.000000 Penalty: 3763.708008
	Iteration 10Q: 3 clusters Score -1.060829e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106261 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10609385.000000 Penalty: 3763.708008
	Iteration 11Q: 3 clusters Score -1.060938e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10609733.000000 Penalty: 3763.708008
	Iteration 12Q: 3 clusters Score -1.060973e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10609845.000000 Penalty: 3763.708008
	Iteration 13Q: 3 clusters Score -1.060984e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10609866.000000 Penalty: 3763.708008
	Iteration 14Q: 3 clusters Score -1.060987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106665 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10609901.000000 Penalty: 3763.708008
	Iteration 15Q: 3 clusters Score -1.06099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10609942.000000 Penalty: 3763.708008
	Iteration 16Q: 3 clusters Score -1.060994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10609962.000000 Penalty: 3763.708008
	Iteration 17Q: 3 clusters Score -1.060996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10609971.000000 Penalty: 3763.708008
	Iteration 18Q: 3 clusters Score -1.060997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10609985.000000 Penalty: 3763.708008
	Iteration 19Q: 3 clusters Score -1.060998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10609988.000000 Penalty: 3763.708008
	Iteration 20F: 3 clusters Score -1.060999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10609997.000000 Penalty: 3763.708008
	Iteration 21Q: 3 clusters Score -1.061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106691 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10610008.000000 Penalty: 3763.708008
	Iteration 22Q: 3 clusters Score -1.061001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10610011.000000 Penalty: 3763.708008
	Iteration 23Q: 3 clusters Score -1.061001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10610015.000000 Penalty: 3763.708008
	Iteration 24Q: 3 clusters Score -1.061002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10610024.000000 Penalty: 3763.708008
	Iteration 25Q: 3 clusters Score -1.061002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10610026.000000 Penalty: 3763.708008
	Iteration 26Q: 3 clusters Score -1.061003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106712 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10610025.000000 Penalty: 3763.708008
	Iteration 27Q: 3 clusters Score -1.061002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10610022.000000 Penalty: 3763.708008
	Iteration 28Q: 3 clusters Score -1.061002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106715 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10610022.000000 Penalty: 3763.708008
	Iteration 29Q: 3 clusters Score -1.061002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10610024.000000 Penalty: 3763.708008
	Iteration 30Q: 3 clusters Score -1.061002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10610019.000000 Penalty: 3763.708008
	Iteration 31Q: 3 clusters Score -1.061002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10610019.000000 Penalty: 3763.708008
	Iteration 32F: 3 clusters Score -1.061002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Entering Unmasked Estep 
Score: -1031361.875000 Penalty: 1519.433960
	Iteration 0F: 2 clusters Score -1031362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1023219.000000 Penalty: 3038.867920
	Iteration 0F: 3 clusters Score -1023219 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1025913.250000 Penalty: 3038.867920
	Iteration 1F: 3 clusters Score -1025913 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1026308.125000 Penalty: 3038.867920
	Iteration 2F: 3 clusters Score -1026308 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1026680.000000 Penalty: 3038.867920
	Iteration 3F: 3 clusters Score -1026680 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1027045.500000 Penalty: 3038.867920
	Iteration 4F: 3 clusters Score -1027046 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1027400.937500 Penalty: 3038.867920
	Iteration 5F: 3 clusters Score -1027401 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1027748.625000 Penalty: 3038.867920
	Iteration 6F: 3 clusters Score -1027749 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1028076.500000 Penalty: 3038.867920
	Iteration 7Q: 3 clusters Score -1028076 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1028421.937500 Penalty: 3038.867920
	Iteration 8Q: 3 clusters Score -1028422 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1028743.687500 Penalty: 3038.867920
	Iteration 9Q: 3 clusters Score -1028744 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1028955.937500 Penalty: 3038.867920
	Iteration 10Q: 3 clusters Score -1028956 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1029108.375000 Penalty: 3038.867920
	Iteration 11Q: 3 clusters Score -1029108 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1029225.000000 Penalty: 3038.867920
	Iteration 12Q: 3 clusters Score -1029225 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1029304.125000 Penalty: 3038.867920
	Iteration 13Q: 3 clusters Score -1029304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1029374.687500 Penalty: 3038.867920
	Iteration 14Q: 3 clusters Score -1029375 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1029423.187500 Penalty: 3038.867920
	Iteration 15Q: 3 clusters Score -1029423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1029454.437500 Penalty: 3038.867920
	Iteration 16Q: 3 clusters Score -1029454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1029474.375000 Penalty: 3038.867920
	Iteration 17Q: 3 clusters Score -1029474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1029494.875000 Penalty: 3038.867920
	Iteration 18Q: 3 clusters Score -1029495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1029517.312500 Penalty: 3038.867920
	Iteration 19Q: 3 clusters Score -1029517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1029534.937500 Penalty: 3038.867920
	Iteration 20F: 3 clusters Score -1029535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1029551.375000 Penalty: 3038.867920
	Iteration 21Q: 3 clusters Score -1029551 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1029577.000000 Penalty: 3038.867920
	Iteration 22Q: 3 clusters Score -1029577 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1029595.312500 Penalty: 3038.867920
	Iteration 23Q: 3 clusters Score -1029595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1029624.812500 Penalty: 3038.867920
	Iteration 24Q: 3 clusters Score -1029625 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1029657.062500 Penalty: 3038.867920
	Iteration 25Q: 3 clusters Score -1029657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1029688.625000 Penalty: 3038.867920
	Iteration 26Q: 3 clusters Score -1029689 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1029734.437500 Penalty: 3038.867920
	Iteration 27Q: 3 clusters Score -1029734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1029774.625000 Penalty: 3038.867920
	Iteration 28Q: 3 clusters Score -1029775 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1029821.687500 Penalty: 3038.867920
	Iteration 29Q: 3 clusters Score -1029822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1029873.562500 Penalty: 3038.867920
	Iteration 30Q: 3 clusters Score -1029874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1029918.250000 Penalty: 3038.867920
	Iteration 31Q: 3 clusters Score -1029918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1029975.125000 Penalty: 3038.867920
	Iteration 32Q: 3 clusters Score -1029975 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1030020.437500 Penalty: 3038.867920
	Iteration 33Q: 3 clusters Score -1030020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1030075.125000 Penalty: 3038.867920
	Iteration 34Q: 3 clusters Score -1030075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1030115.437500 Penalty: 3038.867920
	Iteration 35Q: 3 clusters Score -1030115 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1030149.312500 Penalty: 3038.867920
	Iteration 36Q: 3 clusters Score -1030149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1030180.750000 Penalty: 3038.867920
	Iteration 37Q: 3 clusters Score -1030181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1030205.875000 Penalty: 3038.867920
	Iteration 38Q: 3 clusters Score -1030206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1030226.937500 Penalty: 3038.867920
	Iteration 39Q: 3 clusters Score -1030227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1030243.625000 Penalty: 3038.867920
	Iteration 40F: 3 clusters Score -1030244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1030256.062500 Penalty: 3038.867920
	Iteration 41Q: 3 clusters Score -1030256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1030275.687500 Penalty: 3038.867920
	Iteration 42Q: 3 clusters Score -1030276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1030293.312500 Penalty: 3038.867920
	Iteration 43Q: 3 clusters Score -1030293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1030300.937500 Penalty: 3038.867920
	Iteration 44Q: 3 clusters Score -1030301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1030309.937500 Penalty: 3038.867920
	Iteration 45Q: 3 clusters Score -1030310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1030318.937500 Penalty: 3038.867920
	Iteration 46Q: 3 clusters Score -1030319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1030328.562500 Penalty: 3038.867920
	Iteration 47Q: 3 clusters Score -1030329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1030339.812500 Penalty: 3038.867920
	Iteration 48Q: 3 clusters Score -1030340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1030354.625000 Penalty: 3038.867920
	Iteration 49Q: 3 clusters Score -1030355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1030378.500000 Penalty: 3038.867920
	Iteration 50Q: 3 clusters Score -1030378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1030394.812500 Penalty: 3038.867920
	Iteration 51Q: 3 clusters Score -1030395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1030404.375000 Penalty: 3038.867920
	Iteration 52Q: 3 clusters Score -1030404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1030415.750000 Penalty: 3038.867920
	Iteration 53Q: 3 clusters Score -1030416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1030427.312500 Penalty: 3038.867920
	Iteration 54Q: 3 clusters Score -1030427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1030433.812500 Penalty: 3038.867920
	Iteration 55Q: 3 clusters Score -1030434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1030434.812500 Penalty: 3038.867920
	Iteration 56Q: 3 clusters Score -1030435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1030437.687500 Penalty: 3038.867920
	Iteration 57Q: 3 clusters Score -1030438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1030439.187500 Penalty: 3038.867920
	Iteration 58Q: 3 clusters Score -1030439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1030440.062500 Penalty: 3038.867920
	Iteration 59Q: 3 clusters Score -1030440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1030440.562500 Penalty: 3038.867920
	Iteration 60F: 3 clusters Score -1030441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1030445.375000 Penalty: 3038.867920
	Iteration 61Q: 3 clusters Score -1030445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1030446.062500 Penalty: 3038.867920
	Iteration 62Q: 3 clusters Score -1030446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1030446.312500 Penalty: 3038.867920
	Iteration 63Q: 3 clusters Score -1030446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1030449.375000 Penalty: 3038.867920
	Iteration 64Q: 3 clusters Score -1030449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1030455.062500 Penalty: 3038.867920
	Iteration 65Q: 3 clusters Score -1030455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1030456.562500 Penalty: 3038.867920
	Iteration 66Q: 3 clusters Score -1030457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1030455.500000 Penalty: 3038.867920
	Iteration 67Q: 3 clusters Score -1030456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1030456.562500 Penalty: 3038.867920
	Iteration 68Q: 3 clusters Score -1030457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1030459.937500 Penalty: 3038.867920
	Iteration 69Q: 3 clusters Score -1030460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1030459.000000 Penalty: 3038.867920
	Iteration 70Q: 3 clusters Score -1030459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1030462.937500 Penalty: 3038.867920
	Iteration 71Q: 3 clusters Score -1030463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1030464.312500 Penalty: 3038.867920
	Iteration 72Q: 3 clusters Score -1030464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1030464.312500 Penalty: 3038.867920
	Iteration 73F: 3 clusters Score -1030464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (122449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122449 members 
Entering Unmasked Estep 
Score: -12139126.000000 Penalty: 1903.760620
	Iteration 0F: 2 clusters Score -1.213913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -12058414.000000 Penalty: 3807.521240
	Iteration 0F: 3 clusters Score -1.205841e+07 nChanged 58622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -12092243.000000 Penalty: 3807.521240
	Iteration 1F: 3 clusters Score -1.209224e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -12093046.000000 Penalty: 3807.521240
	Iteration 2Q: 3 clusters Score -1.209305e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -12094026.000000 Penalty: 3807.521240
	Iteration 3Q: 3 clusters Score -1.209403e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -12095369.000000 Penalty: 3807.521240
	Iteration 4Q: 3 clusters Score -1.209537e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -12097291.000000 Penalty: 3807.521240
	Iteration 5Q: 3 clusters Score -1.209729e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -12099516.000000 Penalty: 3807.521240
	Iteration 6Q: 3 clusters Score -1.209952e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -12101532.000000 Penalty: 3807.521240
	Iteration 7Q: 3 clusters Score -1.210153e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -12103318.000000 Penalty: 3807.521240
	Iteration 8Q: 3 clusters Score -1.210332e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -12105130.000000 Penalty: 3807.521240
	Iteration 9Q: 3 clusters Score -1.210513e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -12106495.000000 Penalty: 3807.521240
	Iteration 10Q: 3 clusters Score -1.21065e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -12107712.000000 Penalty: 3807.521240
	Iteration 11Q: 3 clusters Score -1.210771e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -12108751.000000 Penalty: 3807.521240
	Iteration 12Q: 3 clusters Score -1.210875e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -12109820.000000 Penalty: 3807.521240
	Iteration 13Q: 3 clusters Score -1.210982e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -12111104.000000 Penalty: 3807.521240
	Iteration 14Q: 3 clusters Score -1.21111e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -12112500.000000 Penalty: 3807.521240
	Iteration 15Q: 3 clusters Score -1.21125e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -12114286.000000 Penalty: 3807.521240
	Iteration 16Q: 3 clusters Score -1.211429e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94298 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -12116582.000000 Penalty: 3807.521240
	Iteration 17Q: 3 clusters Score -1.211658e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -12119560.000000 Penalty: 3807.521240
	Iteration 18Q: 3 clusters Score -1.211956e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -12123216.000000 Penalty: 3807.521240
	Iteration 19Q: 3 clusters Score -1.212322e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111187 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -12127401.000000 Penalty: 3807.521240
	Iteration 20F: 3 clusters Score -1.21274e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115835 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -12131196.000000 Penalty: 3807.521240
	Iteration 21Q: 3 clusters Score -1.21312e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -12134371.000000 Penalty: 3807.521240
	Iteration 22Q: 3 clusters Score -1.213437e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12136250.000000 Penalty: 3807.521240
	Iteration 23Q: 3 clusters Score -1.213625e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121979 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12136933.000000 Penalty: 3807.521240
	Iteration 24Q: 3 clusters Score -1.213693e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12137182.000000 Penalty: 3807.521240
	Iteration 25Q: 3 clusters Score -1.213718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122233 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12137275.000000 Penalty: 3807.521240
	Iteration 26Q: 3 clusters Score -1.213728e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12137312.000000 Penalty: 3807.521240
	Iteration 27Q: 3 clusters Score -1.213731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12137356.000000 Penalty: 3807.521240
	Iteration 28Q: 3 clusters Score -1.213736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -12137384.000000 Penalty: 3807.521240
	Iteration 29Q: 3 clusters Score -1.213738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122283 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12137413.000000 Penalty: 3807.521240
	Iteration 30Q: 3 clusters Score -1.213741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12137421.000000 Penalty: 3807.521240
	Iteration 31Q: 3 clusters Score -1.213742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12137425.000000 Penalty: 3807.521240
	Iteration 32Q: 3 clusters Score -1.213742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12137434.000000 Penalty: 3807.521240
	Iteration 33Q: 3 clusters Score -1.213743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12137428.000000 Penalty: 3807.521240
	Iteration 34Q: 3 clusters Score -1.213743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -12137428.000000 Penalty: 3807.521240
	Iteration 35F: 3 clusters Score -1.213743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Entering Unmasked Estep 
Score: -634145.187500 Penalty: 1427.997681
	Iteration 0F: 2 clusters Score -634145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -629187.937500 Penalty: 2855.995361
	Iteration 0F: 3 clusters Score -629187.9 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -630605.250000 Penalty: 2855.995361
	Iteration 1F: 3 clusters Score -630605.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -630828.812500 Penalty: 2855.995361
	Iteration 2F: 3 clusters Score -630828.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -630995.250000 Penalty: 2855.995361
	Iteration 3F: 3 clusters Score -630995.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -631148.937500 Penalty: 2855.995361
	Iteration 4Q: 3 clusters Score -631148.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -631279.500000 Penalty: 2855.995361
	Iteration 5Q: 3 clusters Score -631279.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -631404.250000 Penalty: 2855.995361
	Iteration 6Q: 3 clusters Score -631404.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -631525.875000 Penalty: 2855.995361
	Iteration 7Q: 3 clusters Score -631525.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -631659.375000 Penalty: 2855.995361
	Iteration 8Q: 3 clusters Score -631659.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -631795.062500 Penalty: 2855.995361
	Iteration 9Q: 3 clusters Score -631795.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -631938.187500 Penalty: 2855.995361
	Iteration 10Q: 3 clusters Score -631938.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -632077.625000 Penalty: 2855.995361
	Iteration 11Q: 3 clusters Score -632077.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -632200.437500 Penalty: 2855.995361
	Iteration 12Q: 3 clusters Score -632200.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -632308.375000 Penalty: 2855.995361
	Iteration 13Q: 3 clusters Score -632308.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -632387.062500 Penalty: 2855.995361
	Iteration 14Q: 3 clusters Score -632387.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -632440.125000 Penalty: 2855.995361
	Iteration 15Q: 3 clusters Score -632440.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -632476.062500 Penalty: 2855.995361
	Iteration 16Q: 3 clusters Score -632476.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -632502.937500 Penalty: 2855.995361
	Iteration 17Q: 3 clusters Score -632502.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -632528.125000 Penalty: 2855.995361
	Iteration 18Q: 3 clusters Score -632528.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -632554.562500 Penalty: 2855.995361
	Iteration 19Q: 3 clusters Score -632554.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -632583.875000 Penalty: 2855.995361
	Iteration 20F: 3 clusters Score -632583.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -632620.750000 Penalty: 2855.995361
	Iteration 21Q: 3 clusters Score -632620.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -632651.875000 Penalty: 2855.995361
	Iteration 22Q: 3 clusters Score -632651.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -632680.875000 Penalty: 2855.995361
	Iteration 23Q: 3 clusters Score -632680.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -632705.250000 Penalty: 2855.995361
	Iteration 24Q: 3 clusters Score -632705.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -632725.375000 Penalty: 2855.995361
	Iteration 25Q: 3 clusters Score -632725.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -632743.812500 Penalty: 2855.995361
	Iteration 26Q: 3 clusters Score -632743.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -632768.750000 Penalty: 2855.995361
	Iteration 27Q: 3 clusters Score -632768.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -632787.562500 Penalty: 2855.995361
	Iteration 28Q: 3 clusters Score -632787.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -632804.562500 Penalty: 2855.995361
	Iteration 29Q: 3 clusters Score -632804.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -632815.812500 Penalty: 2855.995361
	Iteration 30Q: 3 clusters Score -632815.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -632824.000000 Penalty: 2855.995361
	Iteration 31Q: 3 clusters Score -632824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -632830.562500 Penalty: 2855.995361
	Iteration 32Q: 3 clusters Score -632830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -632835.812500 Penalty: 2855.995361
	Iteration 33Q: 3 clusters Score -632835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -632839.062500 Penalty: 2855.995361
	Iteration 34Q: 3 clusters Score -632839.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -632844.812500 Penalty: 2855.995361
	Iteration 35Q: 3 clusters Score -632844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -632852.500000 Penalty: 2855.995361
	Iteration 36Q: 3 clusters Score -632852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -632858.687500 Penalty: 2855.995361
	Iteration 37Q: 3 clusters Score -632858.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -632865.562500 Penalty: 2855.995361
	Iteration 38Q: 3 clusters Score -632865.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -632869.937500 Penalty: 2855.995361
	Iteration 39Q: 3 clusters Score -632869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -632874.000000 Penalty: 2855.995361
	Iteration 40F: 3 clusters Score -632874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -632875.125000 Penalty: 2855.995361
	Iteration 41Q: 3 clusters Score -632875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -632879.687500 Penalty: 2855.995361
	Iteration 42Q: 3 clusters Score -632879.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -632883.500000 Penalty: 2855.995361
	Iteration 43Q: 3 clusters Score -632883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -632885.250000 Penalty: 2855.995361
	Iteration 44Q: 3 clusters Score -632885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -632886.937500 Penalty: 2855.995361
	Iteration 45Q: 3 clusters Score -632886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -632887.062500 Penalty: 2855.995361
	Iteration 46Q: 3 clusters Score -632887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -632887.687500 Penalty: 2855.995361
	Iteration 47Q: 3 clusters Score -632887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -632888.250000 Penalty: 2855.995361
	Iteration 48Q: 3 clusters Score -632888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -632888.750000 Penalty: 2855.995361
	Iteration 49Q: 3 clusters Score -632888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -632888.437500 Penalty: 2855.995361
	Iteration 50Q: 3 clusters Score -632888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -632889.312500 Penalty: 2855.995361
	Iteration 51Q: 3 clusters Score -632889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -632890.062500 Penalty: 2855.995361
	Iteration 52Q: 3 clusters Score -632890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -632890.875000 Penalty: 2855.995361
	Iteration 53Q: 3 clusters Score -632890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -632891.187500 Penalty: 2855.995361
	Iteration 54Q: 3 clusters Score -632891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -632892.000000 Penalty: 2855.995361
	Iteration 55Q: 3 clusters Score -632892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -632892.375000 Penalty: 2855.995361
	Iteration 56Q: 3 clusters Score -632892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -632892.000000 Penalty: 2855.995361
	Iteration 57Q: 3 clusters Score -632892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -632892.000000 Penalty: 2855.995361
	Iteration 58F: 3 clusters Score -632892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Entering Unmasked Estep 
Score: -2631740.250000 Penalty: 1652.306885
	Iteration 0F: 2 clusters Score -2631740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2614181.250000 Penalty: 3304.613770
	Iteration 0F: 3 clusters Score -2614181 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2620675.500000 Penalty: 3304.613770
	Iteration 1F: 3 clusters Score -2620676 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2620953.000000 Penalty: 3304.613770
	Iteration 2Q: 3 clusters Score -2620953 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2621191.000000 Penalty: 3304.613770
	Iteration 3Q: 3 clusters Score -2621191 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2621449.500000 Penalty: 3304.613770
	Iteration 4Q: 3 clusters Score -2621450 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2621821.000000 Penalty: 3304.613770
	Iteration 5Q: 3 clusters Score -2621821 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2622412.250000 Penalty: 3304.613770
	Iteration 6Q: 3 clusters Score -2622412 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2623249.500000 Penalty: 3304.613770
	Iteration 7F: 3 clusters Score -2623250 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2624374.750000 Penalty: 3304.613770
	Iteration 8F: 3 clusters Score -2624375 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2625678.000000 Penalty: 3304.613770
	Iteration 9F: 3 clusters Score -2625678 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2626839.500000 Penalty: 3304.613770
	Iteration 10F: 3 clusters Score -2626840 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2627769.250000 Penalty: 3304.613770
	Iteration 11F: 3 clusters Score -2627769 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2628476.000000 Penalty: 3304.613770
	Iteration 12Q: 3 clusters Score -2628476 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2629089.000000 Penalty: 3304.613770
	Iteration 13Q: 3 clusters Score -2629089 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2629638.750000 Penalty: 3304.613770
	Iteration 14Q: 3 clusters Score -2629639 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2630083.000000 Penalty: 3304.613770
	Iteration 15Q: 3 clusters Score -2630083 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2630383.500000 Penalty: 3304.613770
	Iteration 16Q: 3 clusters Score -2630384 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2630587.750000 Penalty: 3304.613770
	Iteration 17Q: 3 clusters Score -2630588 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2630679.250000 Penalty: 3304.613770
	Iteration 18Q: 3 clusters Score -2630679 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2630743.750000 Penalty: 3304.613770
	Iteration 19Q: 3 clusters Score -2630744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2630782.250000 Penalty: 3304.613770
	Iteration 20F: 3 clusters Score -2630782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2630801.000000 Penalty: 3304.613770
	Iteration 21Q: 3 clusters Score -2630801 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2630821.000000 Penalty: 3304.613770
	Iteration 22Q: 3 clusters Score -2630821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2630828.250000 Penalty: 3304.613770
	Iteration 23Q: 3 clusters Score -2630828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -2630837.750000 Penalty: 3304.613770
	Iteration 24Q: 3 clusters Score -2630838 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2630837.750000 Penalty: 3304.613770
	Iteration 25Q: 3 clusters Score -2630838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -2630843.000000 Penalty: 3304.613770
	Iteration 26Q: 3 clusters Score -2630843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2630851.750000 Penalty: 3304.613770
	Iteration 27Q: 3 clusters Score -2630852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2630853.750000 Penalty: 3304.613770
	Iteration 28Q: 3 clusters Score -2630854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2630851.250000 Penalty: 3304.613770
	Iteration 29Q: 3 clusters Score -2630851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -2630861.250000 Penalty: 3304.613770
	Iteration 30Q: 3 clusters Score -2630861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2630857.750000 Penalty: 3304.613770
	Iteration 31Q: 3 clusters Score -2630858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2630860.500000 Penalty: 3304.613770
	Iteration 32Q: 3 clusters Score -2630860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2630865.500000 Penalty: 3304.613770
	Iteration 33Q: 3 clusters Score -2630866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2630864.000000 Penalty: 3304.613770
	Iteration 34Q: 3 clusters Score -2630864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -2630864.000000 Penalty: 3304.613770
	Iteration 35F: 3 clusters Score -2630864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -262466.562500 Penalty: 1272.508789
	Iteration 0F: 2 clusters Score -262466.6 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 1253 members 
Entering Unmasked Estep 
Score: -260025.203125 Penalty: 2545.017578
	Iteration 0F: 3 clusters Score -260025.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -260572.343750 Penalty: 2545.017578
	Iteration 1F: 3 clusters Score -260572.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -260687.015625 Penalty: 2545.017578
	Iteration 2F: 3 clusters Score -260687 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -260745.187500 Penalty: 2545.017578
	Iteration 3Q: 3 clusters Score -260745.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -260788.687500 Penalty: 2545.017578
	Iteration 4Q: 3 clusters Score -260788.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -260811.921875 Penalty: 2545.017578
	Iteration 5Q: 3 clusters Score -260811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260829.859375 Penalty: 2545.017578
	Iteration 6Q: 3 clusters Score -260829.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -260840.296875 Penalty: 2545.017578
	Iteration 7Q: 3 clusters Score -260840.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -260844.984375 Penalty: 2545.017578
	Iteration 8Q: 3 clusters Score -260845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -260849.796875 Penalty: 2545.017578
	Iteration 9Q: 3 clusters Score -260849.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -260853.062500 Penalty: 2545.017578
	Iteration 10Q: 3 clusters Score -260853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -260857.531250 Penalty: 2545.017578
	Iteration 11Q: 3 clusters Score -260857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -260861.421875 Penalty: 2545.017578
	Iteration 12Q: 3 clusters Score -260861.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -260865.453125 Penalty: 2545.017578
	Iteration 13Q: 3 clusters Score -260865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -260870.015625 Penalty: 2545.017578
	Iteration 14Q: 3 clusters Score -260870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -260875.750000 Penalty: 2545.017578
	Iteration 15Q: 3 clusters Score -260875.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -260879.796875 Penalty: 2545.017578
	Iteration 16Q: 3 clusters Score -260879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -260885.140625 Penalty: 2545.017578
	Iteration 17Q: 3 clusters Score -260885.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -260889.984375 Penalty: 2545.017578
	Iteration 18Q: 3 clusters Score -260890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -260892.968750 Penalty: 2545.017578
	Iteration 19Q: 3 clusters Score -260893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -260894.921875 Penalty: 2545.017578
	Iteration 20F: 3 clusters Score -260894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -260895.828125 Penalty: 2545.017578
	Iteration 21Q: 3 clusters Score -260895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -260896.031250 Penalty: 2545.017578
	Iteration 22Q: 3 clusters Score -260896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -260896.203125 Penalty: 2545.017578
	Iteration 23Q: 3 clusters Score -260896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -260896.203125 Penalty: 2545.017578
	Iteration 24F: 3 clusters Score -260896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -472500.875000 Penalty: 1389.005005
	Iteration 0F: 2 clusters Score -472500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -468376.906250 Penalty: 2778.010010
	Iteration 0F: 3 clusters Score -468376.9 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -469560.687500 Penalty: 2778.010010
	Iteration 1F: 3 clusters Score -469560.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -469829.687500 Penalty: 2778.010010
	Iteration 2F: 3 clusters Score -469829.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -470053.625000 Penalty: 2778.010010
	Iteration 3F: 3 clusters Score -470053.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -470215.000000 Penalty: 2778.010010
	Iteration 4F: 3 clusters Score -470215 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -470325.906250 Penalty: 2778.010010
	Iteration 5Q: 3 clusters Score -470325.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -470418.156250 Penalty: 2778.010010
	Iteration 6Q: 3 clusters Score -470418.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -470492.500000 Penalty: 2778.010010
	Iteration 7Q: 3 clusters Score -470492.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -470562.187500 Penalty: 2778.010010
	Iteration 8Q: 3 clusters Score -470562.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -470627.718750 Penalty: 2778.010010
	Iteration 9Q: 3 clusters Score -470627.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -470691.375000 Penalty: 2778.010010
	Iteration 10Q: 3 clusters Score -470691.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -470752.968750 Penalty: 2778.010010
	Iteration 11Q: 3 clusters Score -470753 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -470797.375000 Penalty: 2778.010010
	Iteration 12Q: 3 clusters Score -470797.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -470844.312500 Penalty: 2778.010010
	Iteration 13Q: 3 clusters Score -470844.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -470889.625000 Penalty: 2778.010010
	Iteration 14Q: 3 clusters Score -470889.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -470958.000000 Penalty: 2778.010010
	Iteration 15Q: 3 clusters Score -470958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -471050.375000 Penalty: 2778.010010
	Iteration 16Q: 3 clusters Score -471050.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -471155.937500 Penalty: 2778.010010
	Iteration 17Q: 3 clusters Score -471155.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -471246.843750 Penalty: 2778.010010
	Iteration 18Q: 3 clusters Score -471246.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -471311.343750 Penalty: 2778.010010
	Iteration 19Q: 3 clusters Score -471311.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -471343.593750 Penalty: 2778.010010
	Iteration 20F: 3 clusters Score -471343.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -471366.093750 Penalty: 2778.010010
	Iteration 21Q: 3 clusters Score -471366.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -471382.187500 Penalty: 2778.010010
	Iteration 22Q: 3 clusters Score -471382.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -471394.843750 Penalty: 2778.010010
	Iteration 23Q: 3 clusters Score -471394.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -471402.906250 Penalty: 2778.010010
	Iteration 24Q: 3 clusters Score -471402.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -471410.437500 Penalty: 2778.010010
	Iteration 25Q: 3 clusters Score -471410.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -471419.625000 Penalty: 2778.010010
	Iteration 26Q: 3 clusters Score -471419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -471424.281250 Penalty: 2778.010010
	Iteration 27Q: 3 clusters Score -471424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -471430.500000 Penalty: 2778.010010
	Iteration 28Q: 3 clusters Score -471430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -471431.687500 Penalty: 2778.010010
	Iteration 29Q: 3 clusters Score -471431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -471432.937500 Penalty: 2778.010010
	Iteration 30Q: 3 clusters Score -471432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -471433.593750 Penalty: 2778.010010
	Iteration 31Q: 3 clusters Score -471433.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -471433.593750 Penalty: 2778.010010
	Iteration 32F: 3 clusters Score -471433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Entering Unmasked Estep 
Score: -1833435.750000 Penalty: 1596.648071
	Iteration 0F: 2 clusters Score -1833436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1820772.625000 Penalty: 3193.296143
	Iteration 0F: 3 clusters Score -1820773 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1825399.625000 Penalty: 3193.296143
	Iteration 1F: 3 clusters Score -1825400 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1825836.125000 Penalty: 3193.296143
	Iteration 2F: 3 clusters Score -1825836 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1826296.000000 Penalty: 3193.296143
	Iteration 3F: 3 clusters Score -1826296 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1826776.375000 Penalty: 3193.296143
	Iteration 4F: 3 clusters Score -1826776 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1827314.625000 Penalty: 3193.296143
	Iteration 5F: 3 clusters Score -1827315 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1827969.500000 Penalty: 3193.296143
	Iteration 6F: 3 clusters Score -1827970 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1828724.375000 Penalty: 3193.296143
	Iteration 7F: 3 clusters Score -1828724 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1829503.500000 Penalty: 3193.296143
	Iteration 8F: 3 clusters Score -1829504 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1830170.875000 Penalty: 3193.296143
	Iteration 9Q: 3 clusters Score -1830171 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1830679.375000 Penalty: 3193.296143
	Iteration 10Q: 3 clusters Score -1830679 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1830996.125000 Penalty: 3193.296143
	Iteration 11Q: 3 clusters Score -1830996 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1831230.375000 Penalty: 3193.296143
	Iteration 12Q: 3 clusters Score -1831230 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1831406.875000 Penalty: 3193.296143
	Iteration 13Q: 3 clusters Score -1831407 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1831557.250000 Penalty: 3193.296143
	Iteration 14Q: 3 clusters Score -1831557 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1831686.375000 Penalty: 3193.296143
	Iteration 15Q: 3 clusters Score -1831686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1831794.875000 Penalty: 3193.296143
	Iteration 16Q: 3 clusters Score -1831795 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1831870.375000 Penalty: 3193.296143
	Iteration 17Q: 3 clusters Score -1831870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1831921.375000 Penalty: 3193.296143
	Iteration 18Q: 3 clusters Score -1831921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1831969.750000 Penalty: 3193.296143
	Iteration 19Q: 3 clusters Score -1831970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1831997.875000 Penalty: 3193.296143
	Iteration 20F: 3 clusters Score -1831998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1832015.625000 Penalty: 3193.296143
	Iteration 21Q: 3 clusters Score -1832016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1832022.000000 Penalty: 3193.296143
	Iteration 22Q: 3 clusters Score -1832022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1832030.000000 Penalty: 3193.296143
	Iteration 23Q: 3 clusters Score -1832030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1832033.875000 Penalty: 3193.296143
	Iteration 24Q: 3 clusters Score -1832034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1832042.750000 Penalty: 3193.296143
	Iteration 25Q: 3 clusters Score -1832043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1832054.500000 Penalty: 3193.296143
	Iteration 26Q: 3 clusters Score -1832054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1832065.125000 Penalty: 3193.296143
	Iteration 27Q: 3 clusters Score -1832065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1832087.375000 Penalty: 3193.296143
	Iteration 28Q: 3 clusters Score -1832087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1832108.375000 Penalty: 3193.296143
	Iteration 29Q: 3 clusters Score -1832108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1832120.375000 Penalty: 3193.296143
	Iteration 30Q: 3 clusters Score -1832120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1832135.375000 Penalty: 3193.296143
	Iteration 31Q: 3 clusters Score -1832135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1832143.750000 Penalty: 3193.296143
	Iteration 32Q: 3 clusters Score -1832144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1832149.750000 Penalty: 3193.296143
	Iteration 33Q: 3 clusters Score -1832150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1832154.875000 Penalty: 3193.296143
	Iteration 34Q: 3 clusters Score -1832155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1832155.000000 Penalty: 3193.296143
	Iteration 35Q: 3 clusters Score -1832155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1832156.875000 Penalty: 3193.296143
	Iteration 36Q: 3 clusters Score -1832157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1832160.125000 Penalty: 3193.296143
	Iteration 37Q: 3 clusters Score -1832160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1832160.875000 Penalty: 3193.296143
	Iteration 38Q: 3 clusters Score -1832161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1832161.875000 Penalty: 3193.296143
	Iteration 39Q: 3 clusters Score -1832162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1832165.500000 Penalty: 3193.296143
	Iteration 40F: 3 clusters Score -1832166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1832168.000000 Penalty: 3193.296143
	Iteration 41Q: 3 clusters Score -1832168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1832172.625000 Penalty: 3193.296143
	Iteration 42Q: 3 clusters Score -1832173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1832173.250000 Penalty: 3193.296143
	Iteration 43Q: 3 clusters Score -1832173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1832172.500000 Penalty: 3193.296143
	Iteration 44Q: 3 clusters Score -1832172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1832172.500000 Penalty: 3193.296143
	Iteration 45F: 3 clusters Score -1832172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Entering Unmasked Estep 
Score: -1507327.500000 Penalty: 1567.603027
	Iteration 0F: 2 clusters Score -1507328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1496586.125000 Penalty: 3135.206055
	Iteration 0F: 3 clusters Score -1496586 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1500251.500000 Penalty: 3135.206055
	Iteration 1F: 3 clusters Score -1500252 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1500497.375000 Penalty: 3135.206055
	Iteration 2Q: 3 clusters Score -1500497 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1500717.250000 Penalty: 3135.206055
	Iteration 3Q: 3 clusters Score -1500717 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1500932.375000 Penalty: 3135.206055
	Iteration 4Q: 3 clusters Score -1500932 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1501165.750000 Penalty: 3135.206055
	Iteration 5Q: 3 clusters Score -1501166 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1501416.875000 Penalty: 3135.206055
	Iteration 6Q: 3 clusters Score -1501417 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1501718.875000 Penalty: 3135.206055
	Iteration 7Q: 3 clusters Score -1501719 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1502073.750000 Penalty: 3135.206055
	Iteration 8Q: 3 clusters Score -1502074 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1502540.375000 Penalty: 3135.206055
	Iteration 9Q: 3 clusters Score -1502540 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1503059.875000 Penalty: 3135.206055
	Iteration 10F: 3 clusters Score -1503060 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1503565.625000 Penalty: 3135.206055
	Iteration 11F: 3 clusters Score -1503566 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1503970.500000 Penalty: 3135.206055
	Iteration 12Q: 3 clusters Score -1503970 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1504251.375000 Penalty: 3135.206055
	Iteration 13Q: 3 clusters Score -1504251 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1504415.875000 Penalty: 3135.206055
	Iteration 14Q: 3 clusters Score -1504416 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1504534.125000 Penalty: 3135.206055
	Iteration 15Q: 3 clusters Score -1504534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1504627.625000 Penalty: 3135.206055
	Iteration 16Q: 3 clusters Score -1504628 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1504740.375000 Penalty: 3135.206055
	Iteration 17Q: 3 clusters Score -1504740 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1504847.250000 Penalty: 3135.206055
	Iteration 18Q: 3 clusters Score -1504847 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1504976.875000 Penalty: 3135.206055
	Iteration 19Q: 3 clusters Score -1504977 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1505147.625000 Penalty: 3135.206055
	Iteration 20F: 3 clusters Score -1505148 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1505316.375000 Penalty: 3135.206055
	Iteration 21Q: 3 clusters Score -1505316 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1505494.500000 Penalty: 3135.206055
	Iteration 22Q: 3 clusters Score -1505494 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1505622.625000 Penalty: 3135.206055
	Iteration 23Q: 3 clusters Score -1505623 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1505706.125000 Penalty: 3135.206055
	Iteration 24Q: 3 clusters Score -1505706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1505785.875000 Penalty: 3135.206055
	Iteration 25Q: 3 clusters Score -1505786 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1505857.125000 Penalty: 3135.206055
	Iteration 26Q: 3 clusters Score -1505857 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1505901.000000 Penalty: 3135.206055
	Iteration 27Q: 3 clusters Score -1505901 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1505943.250000 Penalty: 3135.206055
	Iteration 28Q: 3 clusters Score -1505943 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1505972.375000 Penalty: 3135.206055
	Iteration 29Q: 3 clusters Score -1505972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1506003.750000 Penalty: 3135.206055
	Iteration 30Q: 3 clusters Score -1506004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1506025.000000 Penalty: 3135.206055
	Iteration 31Q: 3 clusters Score -1506025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1506040.250000 Penalty: 3135.206055
	Iteration 32Q: 3 clusters Score -1506040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1506053.750000 Penalty: 3135.206055
	Iteration 33Q: 3 clusters Score -1506054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1506067.250000 Penalty: 3135.206055
	Iteration 34Q: 3 clusters Score -1506067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1506075.125000 Penalty: 3135.206055
	Iteration 35Q: 3 clusters Score -1506075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1506083.625000 Penalty: 3135.206055
	Iteration 36Q: 3 clusters Score -1506084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1506090.500000 Penalty: 3135.206055
	Iteration 37Q: 3 clusters Score -1506090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1506095.250000 Penalty: 3135.206055
	Iteration 38Q: 3 clusters Score -1506095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1506099.125000 Penalty: 3135.206055
	Iteration 39Q: 3 clusters Score -1506099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1506109.500000 Penalty: 3135.206055
	Iteration 40F: 3 clusters Score -1506110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1506111.375000 Penalty: 3135.206055
	Iteration 41Q: 3 clusters Score -1506111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1506120.750000 Penalty: 3135.206055
	Iteration 42Q: 3 clusters Score -1506121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1506122.375000 Penalty: 3135.206055
	Iteration 43Q: 3 clusters Score -1506122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1506127.750000 Penalty: 3135.206055
	Iteration 44Q: 3 clusters Score -1506128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1506131.250000 Penalty: 3135.206055
	Iteration 45Q: 3 clusters Score -1506131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1506134.500000 Penalty: 3135.206055
	Iteration 46Q: 3 clusters Score -1506134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1506135.875000 Penalty: 3135.206055
	Iteration 47Q: 3 clusters Score -1506136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1506134.875000 Penalty: 3135.206055
	Iteration 48Q: 3 clusters Score -1506135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1506139.500000 Penalty: 3135.206055
	Iteration 49Q: 3 clusters Score -1506140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1506143.000000 Penalty: 3135.206055
	Iteration 50Q: 3 clusters Score -1506143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1506144.125000 Penalty: 3135.206055
	Iteration 51Q: 3 clusters Score -1506144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1506149.625000 Penalty: 3135.206055
	Iteration 52Q: 3 clusters Score -1506150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1506154.250000 Penalty: 3135.206055
	Iteration 53Q: 3 clusters Score -1506154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1506155.750000 Penalty: 3135.206055
	Iteration 54Q: 3 clusters Score -1506156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1506155.375000 Penalty: 3135.206055
	Iteration 55Q: 3 clusters Score -1506155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1506159.875000 Penalty: 3135.206055
	Iteration 56Q: 3 clusters Score -1506160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1506160.375000 Penalty: 3135.206055
	Iteration 57Q: 3 clusters Score -1506160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1506163.750000 Penalty: 3135.206055
	Iteration 58Q: 3 clusters Score -1506164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1506164.750000 Penalty: 3135.206055
	Iteration 59Q: 3 clusters Score -1506165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1506165.250000 Penalty: 3135.206055
	Iteration 60F: 3 clusters Score -1506165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1506166.750000 Penalty: 3135.206055
	Iteration 61Q: 3 clusters Score -1506167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1506165.125000 Penalty: 3135.206055
	Iteration 62Q: 3 clusters Score -1506165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1506164.750000 Penalty: 3135.206055
	Iteration 63Q: 3 clusters Score -1506165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1506163.125000 Penalty: 3135.206055
	Iteration 64Q: 3 clusters Score -1506163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1506167.250000 Penalty: 3135.206055
	Iteration 65Q: 3 clusters Score -1506167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1506165.375000 Penalty: 3135.206055
	Iteration 66Q: 3 clusters Score -1506165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1506162.375000 Penalty: 3135.206055
	Iteration 67Q: 3 clusters Score -1506162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1506164.250000 Penalty: 3135.206055
	Iteration 68Q: 3 clusters Score -1506164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1506164.750000 Penalty: 3135.206055
	Iteration 69Q: 3 clusters Score -1506165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1506166.250000 Penalty: 3135.206055
	Iteration 70Q: 3 clusters Score -1506166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1506166.250000 Penalty: 3135.206055
	Iteration 71F: 3 clusters Score -1506166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Entering Unmasked Estep 
Score: -1186983.000000 Penalty: 1524.263550
	Iteration 0F: 2 clusters Score -1186983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1178719.125000 Penalty: 3048.527100
	Iteration 0F: 3 clusters Score -1178719 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1181337.000000 Penalty: 3048.527100
	Iteration 1F: 3 clusters Score -1181337 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1181577.875000 Penalty: 3048.527100
	Iteration 2F: 3 clusters Score -1181578 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1181780.375000 Penalty: 3048.527100
	Iteration 3Q: 3 clusters Score -1181780 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1181950.750000 Penalty: 3048.527100
	Iteration 4Q: 3 clusters Score -1181951 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1182093.125000 Penalty: 3048.527100
	Iteration 5Q: 3 clusters Score -1182093 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1182261.625000 Penalty: 3048.527100
	Iteration 6Q: 3 clusters Score -1182262 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1182415.625000 Penalty: 3048.527100
	Iteration 7Q: 3 clusters Score -1182416 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1182580.125000 Penalty: 3048.527100
	Iteration 8Q: 3 clusters Score -1182580 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1182781.000000 Penalty: 3048.527100
	Iteration 9Q: 3 clusters Score -1182781 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1182994.000000 Penalty: 3048.527100
	Iteration 10Q: 3 clusters Score -1182994 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1183213.375000 Penalty: 3048.527100
	Iteration 11Q: 3 clusters Score -1183213 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1183443.125000 Penalty: 3048.527100
	Iteration 12Q: 3 clusters Score -1183443 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1183636.625000 Penalty: 3048.527100
	Iteration 13Q: 3 clusters Score -1183637 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1183795.750000 Penalty: 3048.527100
	Iteration 14Q: 3 clusters Score -1183796 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1183923.125000 Penalty: 3048.527100
	Iteration 15Q: 3 clusters Score -1183923 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1184058.500000 Penalty: 3048.527100
	Iteration 16Q: 3 clusters Score -1184058 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1184170.750000 Penalty: 3048.527100
	Iteration 17Q: 3 clusters Score -1184171 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1184272.000000 Penalty: 3048.527100
	Iteration 18Q: 3 clusters Score -1184272 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1184368.375000 Penalty: 3048.527100
	Iteration 19Q: 3 clusters Score -1184368 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1184470.500000 Penalty: 3048.527100
	Iteration 20F: 3 clusters Score -1184470 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1184573.625000 Penalty: 3048.527100
	Iteration 21Q: 3 clusters Score -1184574 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1184689.625000 Penalty: 3048.527100
	Iteration 22Q: 3 clusters Score -1184690 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1184800.375000 Penalty: 3048.527100
	Iteration 23Q: 3 clusters Score -1184800 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1184917.750000 Penalty: 3048.527100
	Iteration 24Q: 3 clusters Score -1184918 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1185028.000000 Penalty: 3048.527100
	Iteration 25Q: 3 clusters Score -1185028 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1185122.375000 Penalty: 3048.527100
	Iteration 26Q: 3 clusters Score -1185122 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1185200.250000 Penalty: 3048.527100
	Iteration 27Q: 3 clusters Score -1185200 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1185256.000000 Penalty: 3048.527100
	Iteration 28Q: 3 clusters Score -1185256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1185296.125000 Penalty: 3048.527100
	Iteration 29Q: 3 clusters Score -1185296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1185333.250000 Penalty: 3048.527100
	Iteration 30Q: 3 clusters Score -1185333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1185370.000000 Penalty: 3048.527100
	Iteration 31Q: 3 clusters Score -1185370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1185406.500000 Penalty: 3048.527100
	Iteration 32Q: 3 clusters Score -1185406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1185429.625000 Penalty: 3048.527100
	Iteration 33Q: 3 clusters Score -1185430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1185454.625000 Penalty: 3048.527100
	Iteration 34Q: 3 clusters Score -1185455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1185475.125000 Penalty: 3048.527100
	Iteration 35Q: 3 clusters Score -1185475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1185494.625000 Penalty: 3048.527100
	Iteration 36Q: 3 clusters Score -1185495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1185510.000000 Penalty: 3048.527100
	Iteration 37Q: 3 clusters Score -1185510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1185524.750000 Penalty: 3048.527100
	Iteration 38Q: 3 clusters Score -1185525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1185546.625000 Penalty: 3048.527100
	Iteration 39Q: 3 clusters Score -1185547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1185554.000000 Penalty: 3048.527100
	Iteration 40F: 3 clusters Score -1185554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1185556.375000 Penalty: 3048.527100
	Iteration 41Q: 3 clusters Score -1185556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1185560.625000 Penalty: 3048.527100
	Iteration 42Q: 3 clusters Score -1185561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1185574.250000 Penalty: 3048.527100
	Iteration 43Q: 3 clusters Score -1185574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1185581.125000 Penalty: 3048.527100
	Iteration 44Q: 3 clusters Score -1185581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1185598.125000 Penalty: 3048.527100
	Iteration 45Q: 3 clusters Score -1185598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1185615.000000 Penalty: 3048.527100
	Iteration 46Q: 3 clusters Score -1185615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1185633.125000 Penalty: 3048.527100
	Iteration 47Q: 3 clusters Score -1185633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1185648.250000 Penalty: 3048.527100
	Iteration 48Q: 3 clusters Score -1185648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1185661.875000 Penalty: 3048.527100
	Iteration 49Q: 3 clusters Score -1185662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1185673.625000 Penalty: 3048.527100
	Iteration 50Q: 3 clusters Score -1185674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1185684.000000 Penalty: 3048.527100
	Iteration 51Q: 3 clusters Score -1185684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1185689.250000 Penalty: 3048.527100
	Iteration 52Q: 3 clusters Score -1185689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1185699.375000 Penalty: 3048.527100
	Iteration 53Q: 3 clusters Score -1185699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1185706.250000 Penalty: 3048.527100
	Iteration 54Q: 3 clusters Score -1185706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1185709.375000 Penalty: 3048.527100
	Iteration 55Q: 3 clusters Score -1185709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1185714.625000 Penalty: 3048.527100
	Iteration 56Q: 3 clusters Score -1185715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1185715.500000 Penalty: 3048.527100
	Iteration 57Q: 3 clusters Score -1185716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1185720.125000 Penalty: 3048.527100
	Iteration 58Q: 3 clusters Score -1185720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1185725.875000 Penalty: 3048.527100
	Iteration 59Q: 3 clusters Score -1185726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1185730.750000 Penalty: 3048.527100
	Iteration 60F: 3 clusters Score -1185731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1185733.875000 Penalty: 3048.527100
	Iteration 61Q: 3 clusters Score -1185734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1185740.125000 Penalty: 3048.527100
	Iteration 62Q: 3 clusters Score -1185740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1185744.375000 Penalty: 3048.527100
	Iteration 63Q: 3 clusters Score -1185744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1185745.875000 Penalty: 3048.527100
	Iteration 64Q: 3 clusters Score -1185746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1185744.625000 Penalty: 3048.527100
	Iteration 65Q: 3 clusters Score -1185745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1185745.000000 Penalty: 3048.527100
	Iteration 66Q: 3 clusters Score -1185745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1185746.000000 Penalty: 3048.527100
	Iteration 67Q: 3 clusters Score -1185746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1185747.250000 Penalty: 3048.527100
	Iteration 68Q: 3 clusters Score -1185747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1185750.625000 Penalty: 3048.527100
	Iteration 69Q: 3 clusters Score -1185751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1185754.375000 Penalty: 3048.527100
	Iteration 70Q: 3 clusters Score -1185754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1185754.125000 Penalty: 3048.527100
	Iteration 71Q: 3 clusters Score -1185754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1185757.000000 Penalty: 3048.527100
	Iteration 72Q: 3 clusters Score -1185757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1185758.125000 Penalty: 3048.527100
	Iteration 73Q: 3 clusters Score -1185758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1185759.250000 Penalty: 3048.527100
	Iteration 74Q: 3 clusters Score -1185759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1185761.375000 Penalty: 3048.527100
	Iteration 75Q: 3 clusters Score -1185761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1185762.375000 Penalty: 3048.527100
	Iteration 76Q: 3 clusters Score -1185762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1185766.750000 Penalty: 3048.527100
	Iteration 77Q: 3 clusters Score -1185767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1185768.500000 Penalty: 3048.527100
	Iteration 78Q: 3 clusters Score -1185768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1185768.625000 Penalty: 3048.527100
	Iteration 79Q: 3 clusters Score -1185769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1185768.625000 Penalty: 3048.527100
	Iteration 80F: 3 clusters Score -1185769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1185768.000000 Penalty: 3048.527100
	Iteration 81Q: 3 clusters Score -1185768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1185769.250000 Penalty: 3048.527100
	Iteration 82Q: 3 clusters Score -1185769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1185769.750000 Penalty: 3048.527100
	Iteration 83Q: 3 clusters Score -1185770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1185769.750000 Penalty: 3048.527100
	Iteration 84F: 3 clusters Score -1185770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Entering Unmasked Estep 
Score: -1509070.875000 Penalty: 1565.892578
	Iteration 0F: 2 clusters Score -1509071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1498579.250000 Penalty: 3131.785156
	Iteration 0F: 3 clusters Score -1498579 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1502199.875000 Penalty: 3131.785156
	Iteration 1F: 3 clusters Score -1502200 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1502498.250000 Penalty: 3131.785156
	Iteration 2F: 3 clusters Score -1502498 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1502775.625000 Penalty: 3131.785156
	Iteration 3Q: 3 clusters Score -1502776 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1503028.875000 Penalty: 3131.785156
	Iteration 4Q: 3 clusters Score -1503029 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1503278.500000 Penalty: 3131.785156
	Iteration 5Q: 3 clusters Score -1503278 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1503542.250000 Penalty: 3131.785156
	Iteration 6Q: 3 clusters Score -1503542 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1503874.625000 Penalty: 3131.785156
	Iteration 7Q: 3 clusters Score -1503875 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1504365.500000 Penalty: 3131.785156
	Iteration 8Q: 3 clusters Score -1504366 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1504930 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -1505472 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1505823 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1506046 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1506206.125000 Penalty: 3131.785156
	Iteration 13Q: 3 clusters Score -1506206 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1506349.000000 Penalty: 3131.785156
	Iteration 14Q: 3 clusters Score -1506349 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1506472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1506575 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1506654.750000 Penalty: 3131.785156
	Iteration 17Q: 3 clusters Score -1506655 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1506725.250000 Penalty: 3131.785156
	Iteration 18Q: 3 clusters Score -1506725 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1506782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1506820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1506861 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1506882.625000 Penalty: 3131.785156
	Iteration 22Q: 3 clusters Score -1506883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1506906.000000 Penalty: 3131.785156
	Iteration 23Q: 3 clusters Score -1506906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1506934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1506958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1506973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1506985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1506993.000000 Penalty: 3131.785156
	Iteration 28Q: 3 clusters Score -1506993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1507000.000000 Penalty: 3131.785156
	Iteration 29Q: 3 clusters Score -1507000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1507005.875000 Penalty: 3131.785156
	Iteration 30Q: 3 clusters Score -1507006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1507017.875000 Penalty: 3131.785156
	Iteration 31Q: 3 clusters Score -1507018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1507029.875000 Penalty: 3131.785156
	Iteration 32Q: 3 clusters Score -1507030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1507041.125000 Penalty: 3131.785156
	Iteration 33Q: 3 clusters Score -1507041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1507055.125000 Penalty: 3131.785156
	Iteration 34Q: 3 clusters Score -1507055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1507066.000000 Penalty: 3131.785156
	Iteration 35Q: 3 clusters Score -1507066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1507072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1507086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1507095.000000 Penalty: 3131.785156
	Iteration 38Q: 3 clusters Score -1507095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1507106.000000 Penalty: 3131.785156
	Iteration 39Q: 3 clusters Score -1507106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1507113.500000 Penalty: 3131.785156
	Iteration 40F: 3 clusters Score -1507114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1507120.625000 Penalty: 3131.785156
	Iteration 41Q: 3 clusters Score -1507121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1507129.250000 Penalty: 3131.785156
	Iteration 42Q: 3 clusters Score -1507129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1507136.750000 Penalty: 3131.785156
	Iteration 43Q: 3 clusters Score -1507137 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1507139.500000 Penalty: 3131.785156
	Iteration 44Q: 3 clusters Score -1507140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1507143.000000 Penalty: 3131.785156
	Iteration 45Q: 3 clusters Score -1507143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1507141.875000 Penalty: 3131.785156
	Iteration 46Q: 3 clusters Score -1507142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1507146.875000 Penalty: 3131.785156
	Iteration 47Q: 3 clusters Score -1507147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1507146.625000 Penalty: 3131.785156
	Iteration 48Q: 3 clusters Score -1507147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1507156.125000 Penalty: 3131.785156
	Iteration 49Q: 3 clusters Score -1507156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1507158.625000 Penalty: 3131.785156
	Iteration 50Q: 3 clusters Score -1507159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1507164.625000 Penalty: 3131.785156
	Iteration 51Q: 3 clusters Score -1507165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1507168.500000 Penalty: 3131.785156
	Iteration 52Q: 3 clusters Score -1507168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1507175.375000 Penalty: 3131.785156
	Iteration 53Q: 3 clusters Score -1507175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1507176.875000 Penalty: 3131.785156
	Iteration 54Q: 3 clusters Score -1507177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1507181.375000 Penalty: 3131.785156
	Iteration 55Q: 3 clusters Score -1507181 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1507185.250000 Penalty: 3131.785156
	Iteration 56Q: 3 clusters Score -1507185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1507193.125000 Penalty: 3131.785156
	Iteration 57Q: 3 clusters Score -1507193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1507197.500000 Penalty: 3131.785156
	Iteration 58Q: 3 clusters Score -1507198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1507206.000000 Penalty: 3131.785156
	Iteration 59Q: 3 clusters Score -1507206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1507204.750000 Penalty: 3131.785156
	Iteration 60F: 3 clusters Score -1507205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1507206.125000 Penalty: 3131.785156
	Iteration 61Q: 3 clusters Score -1507206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1507213.750000 Penalty: 3131.785156
	Iteration 62Q: 3 clusters Score -1507214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1507217.250000 Penalty: 3131.785156
	Iteration 63Q: 3 clusters Score -1507217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1507217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
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Entering Unmasked Estep 
Score: -1507225.625000 Penalty: 3131.785156
	Iteration 65Q: 3 clusters Score -1507226 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1507230.375000 Penalty: 3131.785156
	Iteration 66Q: 3 clusters Score -1507230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1507233.125000 Penalty: 3131.785156
	Iteration 67Q: 3 clusters Score -1507233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1507238.750000 Penalty: 3131.785156
	Iteration 68Q: 3 clusters Score -1507239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1507240.000000 Penalty: 3131.785156
	Iteration 69Q: 3 clusters Score -1507240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1507246.750000 Penalty: 3131.785156
	Iteration 70Q: 3 clusters Score -1507247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1507250.125000 Penalty: 3131.785156
	Iteration 71Q: 3 clusters Score -1507250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1507258.625000 Penalty: 3131.785156
	Iteration 72Q: 3 clusters Score -1507259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1507257.375000 Penalty: 3131.785156
	Iteration 73Q: 3 clusters Score -1507257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1507262.500000 Penalty: 3131.785156
	Iteration 74Q: 3 clusters Score -1507262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
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Entering Unmasked Estep 
Score: -1507264.625000 Penalty: 3131.785156
	Iteration 75Q: 3 clusters Score -1507265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1507267.750000 Penalty: 3131.785156
	Iteration 76Q: 3 clusters Score -1507268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1507273.875000 Penalty: 3131.785156
	Iteration 77Q: 3 clusters Score -1507274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1507281.125000 Penalty: 3131.785156
	Iteration 78Q: 3 clusters Score -1507281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1507294.000000 Penalty: 3131.785156
	Iteration 79Q: 3 clusters Score -1507294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1507304.000000 Penalty: 3131.785156
	Iteration 80F: 3 clusters Score -1507304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1507309.625000 Penalty: 3131.785156
	Iteration 81Q: 3 clusters Score -1507310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1507314.000000 Penalty: 3131.785156
	Iteration 82Q: 3 clusters Score -1507314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1507320.125000 Penalty: 3131.785156
	Iteration 83Q: 3 clusters Score -1507320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1507324.375000 Penalty: 3131.785156
	Iteration 84Q: 3 clusters Score -1507324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1507331.750000 Penalty: 3131.785156
	Iteration 85Q: 3 clusters Score -1507332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1507338.375000 Penalty: 3131.785156
	Iteration 86Q: 3 clusters Score -1507338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1507344.250000 Penalty: 3131.785156
	Iteration 87Q: 3 clusters Score -1507344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1507350.500000 Penalty: 3131.785156
	Iteration 88Q: 3 clusters Score -1507350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1507359.250000 Penalty: 3131.785156
	Iteration 89Q: 3 clusters Score -1507359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1507372.250000 Penalty: 3131.785156
	Iteration 90Q: 3 clusters Score -1507372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1507377.125000 Penalty: 3131.785156
	Iteration 91Q: 3 clusters Score -1507377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1507380.625000 Penalty: 3131.785156
	Iteration 92Q: 3 clusters Score -1507381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1507386.625000 Penalty: 3131.785156
	Iteration 93Q: 3 clusters Score -1507387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1507389.625000 Penalty: 3131.785156
	Iteration 94Q: 3 clusters Score -1507390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1507394.000000 Penalty: 3131.785156
	Iteration 95Q: 3 clusters Score -1507394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1507388.125000 Penalty: 3131.785156
	Iteration 96Q: 3 clusters Score -1507388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1507391.000000 Penalty: 3131.785156
	Iteration 97Q: 3 clusters Score -1507391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1507391.625000 Penalty: 3131.785156
	Iteration 98Q: 3 clusters Score -1507392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1507394.500000 Penalty: 3131.785156
	Iteration 99Q: 3 clusters Score -1507394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1507399.625000 Penalty: 3131.785156
	Iteration 100F: 3 clusters Score -1507400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1507402.000000 Penalty: 3131.785156
	Iteration 101Q: 3 clusters Score -1507402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1507402.750000 Penalty: 3131.785156
	Iteration 102Q: 3 clusters Score -1507403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1507405.750000 Penalty: 3131.785156
	Iteration 103Q: 3 clusters Score -1507406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1507412.750000 Penalty: 3131.785156
	Iteration 104Q: 3 clusters Score -1507413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1507415.250000 Penalty: 3131.785156
	Iteration 105Q: 3 clusters Score -1507415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1507417.625000 Penalty: 3131.785156
	Iteration 106Q: 3 clusters Score -1507418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1507420.625000 Penalty: 3131.785156
	Iteration 107Q: 3 clusters Score -1507421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1507427.625000 Penalty: 3131.785156
	Iteration 108Q: 3 clusters Score -1507428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1507428.375000 Penalty: 3131.785156
	Iteration 109Q: 3 clusters Score -1507428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1507431.250000 Penalty: 3131.785156
	Iteration 110Q: 3 clusters Score -1507431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1507437.125000 Penalty: 3131.785156
	Iteration 111Q: 3 clusters Score -1507437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1507443.125000 Penalty: 3131.785156
	Iteration 112Q: 3 clusters Score -1507443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1507446.500000 Penalty: 3131.785156
	Iteration 113Q: 3 clusters Score -1507446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1507453.625000 Penalty: 3131.785156
	Iteration 114Q: 3 clusters Score -1507454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1507460.750000 Penalty: 3131.785156
	Iteration 115Q: 3 clusters Score -1507461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1507460.250000 Penalty: 3131.785156
	Iteration 116Q: 3 clusters Score -1507460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1507460.750000 Penalty: 3131.785156
	Iteration 117Q: 3 clusters Score -1507461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1507463.250000 Penalty: 3131.785156
	Iteration 118Q: 3 clusters Score -1507463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1507464.875000 Penalty: 3131.785156
	Iteration 119Q: 3 clusters Score -1507465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1507468.875000 Penalty: 3131.785156
	Iteration 120F: 3 clusters Score -1507469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1507470.250000 Penalty: 3131.785156
	Iteration 121Q: 3 clusters Score -1507470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1507474.125000 Penalty: 3131.785156
	Iteration 122Q: 3 clusters Score -1507474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1507477.000000 Penalty: 3131.785156
	Iteration 123Q: 3 clusters Score -1507477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1507480.625000 Penalty: 3131.785156
	Iteration 124Q: 3 clusters Score -1507481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1507488.750000 Penalty: 3131.785156
	Iteration 125Q: 3 clusters Score -1507489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1507490.625000 Penalty: 3131.785156
	Iteration 126Q: 3 clusters Score -1507491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1507494.500000 Penalty: 3131.785156
	Iteration 127Q: 3 clusters Score -1507494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1507493.375000 Penalty: 3131.785156
	Iteration 128Q: 3 clusters Score -1507493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1507499.875000 Penalty: 3131.785156
	Iteration 129Q: 3 clusters Score -1507500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1507501.500000 Penalty: 3131.785156
	Iteration 130Q: 3 clusters Score -1507502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1507510.625000 Penalty: 3131.785156
	Iteration 131Q: 3 clusters Score -1507511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1507513.750000 Penalty: 3131.785156
	Iteration 132Q: 3 clusters Score -1507514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1507520.375000 Penalty: 3131.785156
	Iteration 133Q: 3 clusters Score -1507520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1507521.625000 Penalty: 3131.785156
	Iteration 134Q: 3 clusters Score -1507522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1507533.375000 Penalty: 3131.785156
	Iteration 135Q: 3 clusters Score -1507533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1507540.375000 Penalty: 3131.785156
	Iteration 136Q: 3 clusters Score -1507540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1507541.000000 Penalty: 3131.785156
	Iteration 137Q: 3 clusters Score -1507541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1507543.875000 Penalty: 3131.785156
	Iteration 138Q: 3 clusters Score -1507544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1507550.500000 Penalty: 3131.785156
	Iteration 139Q: 3 clusters Score -1507550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1507560.500000 Penalty: 3131.785156
	Iteration 140F: 3 clusters Score -1507560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1507561.750000 Penalty: 3131.785156
	Iteration 141Q: 3 clusters Score -1507562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1507567.000000 Penalty: 3131.785156
	Iteration 142Q: 3 clusters Score -1507567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1507574.250000 Penalty: 3131.785156
	Iteration 143Q: 3 clusters Score -1507574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1507581.250000 Penalty: 3131.785156
	Iteration 144Q: 3 clusters Score -1507581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1507590.625000 Penalty: 3131.785156
	Iteration 145Q: 3 clusters Score -1507591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1507604.875000 Penalty: 3131.785156
	Iteration 146Q: 3 clusters Score -1507605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1507623.375000 Penalty: 3131.785156
	Iteration 147Q: 3 clusters Score -1507623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1507637.000000 Penalty: 3131.785156
	Iteration 148Q: 3 clusters Score -1507637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1507652.750000 Penalty: 3131.785156
	Iteration 149Q: 3 clusters Score -1507653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1507663.250000 Penalty: 3131.785156
	Iteration 150Q: 3 clusters Score -1507663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1507677.625000 Penalty: 3131.785156
	Iteration 151Q: 3 clusters Score -1507678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1507682.875000 Penalty: 3131.785156
	Iteration 152Q: 3 clusters Score -1507683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1507687.125000 Penalty: 3131.785156
	Iteration 153Q: 3 clusters Score -1507687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1507692.875000 Penalty: 3131.785156
	Iteration 154Q: 3 clusters Score -1507693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1507698.500000 Penalty: 3131.785156
	Iteration 155Q: 3 clusters Score -1507698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1507704.500000 Penalty: 3131.785156
	Iteration 156Q: 3 clusters Score -1507704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1507710.750000 Penalty: 3131.785156
	Iteration 157Q: 3 clusters Score -1507711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1507714.625000 Penalty: 3131.785156
	Iteration 158Q: 3 clusters Score -1507715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1507718.875000 Penalty: 3131.785156
	Iteration 159Q: 3 clusters Score -1507719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1507720.625000 Penalty: 3131.785156
	Iteration 160F: 3 clusters Score -1507721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1507722.625000 Penalty: 3131.785156
	Iteration 161Q: 3 clusters Score -1507723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1507727.125000 Penalty: 3131.785156
	Iteration 162Q: 3 clusters Score -1507727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1507726.500000 Penalty: 3131.785156
	Iteration 163Q: 3 clusters Score -1507726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1507728.250000 Penalty: 3131.785156
	Iteration 164Q: 3 clusters Score -1507728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1507729.000000 Penalty: 3131.785156
	Iteration 165Q: 3 clusters Score -1507729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1507733.625000 Penalty: 3131.785156
	Iteration 166Q: 3 clusters Score -1507734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1507737.000000 Penalty: 3131.785156
	Iteration 167Q: 3 clusters Score -1507737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1507742.250000 Penalty: 3131.785156
	Iteration 168Q: 3 clusters Score -1507742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1507745.500000 Penalty: 3131.785156
	Iteration 169Q: 3 clusters Score -1507746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1507749.750000 Penalty: 3131.785156
	Iteration 170Q: 3 clusters Score -1507750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1507753.625000 Penalty: 3131.785156
	Iteration 171Q: 3 clusters Score -1507754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1507754.250000 Penalty: 3131.785156
	Iteration 172Q: 3 clusters Score -1507754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1507760.000000 Penalty: 3131.785156
	Iteration 173Q: 3 clusters Score -1507760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1507761.250000 Penalty: 3131.785156
	Iteration 174Q: 3 clusters Score -1507761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1507761.125000 Penalty: 3131.785156
	Iteration 175Q: 3 clusters Score -1507761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1507761.750000 Penalty: 3131.785156
	Iteration 176Q: 3 clusters Score -1507762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1507761.750000 Penalty: 3131.785156
	Iteration 177F: 3 clusters Score -1507762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -98384.031250 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -98384.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96874.484375 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -96874.48 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97349.695312 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -97349.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97520.687500 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -97520.69 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97630.765625 Penalty: 2297.709229
	Iteration 3F: 3 clusters Score -97630.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97688.664062 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -97688.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97725.757812 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -97725.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -97765.750000 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -97765.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97795.320312 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -97795.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97818.398438 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -97818.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97840.695312 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -97840.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -97851.976562 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -97851.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -97860.750000 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -97860.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97868.859375 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -97868.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -97882.570312 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -97882.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -97887.414062 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -97887.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97888.679688 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -97888.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97888.679688 Penalty: 2297.709229
	Iteration 16F: 3 clusters Score -97888.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Entering Unmasked Estep 
Score: -2168959.250000 Penalty: 1624.797241
	Iteration 0F: 2 clusters Score -2168959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2154046.000000 Penalty: 3249.594482
	Iteration 0F: 3 clusters Score -2154046 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2159427.500000 Penalty: 3249.594482
	Iteration 1F: 3 clusters Score -2159428 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2159810.000000 Penalty: 3249.594482
	Iteration 2Q: 3 clusters Score -2159810 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2160255.750000 Penalty: 3249.594482
	Iteration 3Q: 3 clusters Score -2160256 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2160902.750000 Penalty: 3249.594482
	Iteration 4F: 3 clusters Score -2160903 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2161863.750000 Penalty: 3249.594482
	Iteration 5F: 3 clusters Score -2161864 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2163059.500000 Penalty: 3249.594482
	Iteration 6F: 3 clusters Score -2163060 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2164221.750000 Penalty: 3249.594482
	Iteration 7F: 3 clusters Score -2164222 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2165168.750000 Penalty: 3249.594482
	Iteration 8F: 3 clusters Score -2165169 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2165956.000000 Penalty: 3249.594482
	Iteration 9Q: 3 clusters Score -2165956 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2166456.500000 Penalty: 3249.594482
	Iteration 10Q: 3 clusters Score -2166456 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2166821.250000 Penalty: 3249.594482
	Iteration 11Q: 3 clusters Score -2166821 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2167070.000000 Penalty: 3249.594482
	Iteration 12Q: 3 clusters Score -2167070 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2167246.000000 Penalty: 3249.594482
	Iteration 13Q: 3 clusters Score -2167246 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2167361.500000 Penalty: 3249.594482
	Iteration 14Q: 3 clusters Score -2167362 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2167450.500000 Penalty: 3249.594482
	Iteration 15Q: 3 clusters Score -2167450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2167532.500000 Penalty: 3249.594482
	Iteration 16Q: 3 clusters Score -2167532 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2167603.000000 Penalty: 3249.594482
	Iteration 17Q: 3 clusters Score -2167603 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2167649.000000 Penalty: 3249.594482
	Iteration 18Q: 3 clusters Score -2167649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2167693.750000 Penalty: 3249.594482
	Iteration 19Q: 3 clusters Score -2167694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2167730.250000 Penalty: 3249.594482
	Iteration 20F: 3 clusters Score -2167730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2167758.750000 Penalty: 3249.594482
	Iteration 21Q: 3 clusters Score -2167759 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2167779.750000 Penalty: 3249.594482
	Iteration 22Q: 3 clusters Score -2167780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2167815.000000 Penalty: 3249.594482
	Iteration 23Q: 3 clusters Score -2167815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2167839.000000 Penalty: 3249.594482
	Iteration 24Q: 3 clusters Score -2167839 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2167865.750000 Penalty: 3249.594482
	Iteration 25Q: 3 clusters Score -2167866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2167886.000000 Penalty: 3249.594482
	Iteration 26Q: 3 clusters Score -2167886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2167906.750000 Penalty: 3249.594482
	Iteration 27Q: 3 clusters Score -2167907 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2167929.750000 Penalty: 3249.594482
	Iteration 28Q: 3 clusters Score -2167930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2167957.000000 Penalty: 3249.594482
	Iteration 29Q: 3 clusters Score -2167957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2167976.250000 Penalty: 3249.594482
	Iteration 30Q: 3 clusters Score -2167976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2167994.750000 Penalty: 3249.594482
	Iteration 31Q: 3 clusters Score -2167995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2168011.500000 Penalty: 3249.594482
	Iteration 32Q: 3 clusters Score -2168012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2168015.500000 Penalty: 3249.594482
	Iteration 33Q: 3 clusters Score -2168016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2168031.250000 Penalty: 3249.594482
	Iteration 34Q: 3 clusters Score -2168031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2168044.500000 Penalty: 3249.594482
	Iteration 35Q: 3 clusters Score -2168044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2168051.250000 Penalty: 3249.594482
	Iteration 36Q: 3 clusters Score -2168051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2168060.000000 Penalty: 3249.594482
	Iteration 37Q: 3 clusters Score -2168060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2168060.750000 Penalty: 3249.594482
	Iteration 38Q: 3 clusters Score -2168061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2168065.750000 Penalty: 3249.594482
	Iteration 39Q: 3 clusters Score -2168066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2168069.750000 Penalty: 3249.594482
	Iteration 40F: 3 clusters Score -2168070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2168079.750000 Penalty: 3249.594482
	Iteration 41Q: 3 clusters Score -2168080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2168088.250000 Penalty: 3249.594482
	Iteration 42Q: 3 clusters Score -2168088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2168101.000000 Penalty: 3249.594482
	Iteration 43Q: 3 clusters Score -2168101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2168111.750000 Penalty: 3249.594482
	Iteration 44Q: 3 clusters Score -2168112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2168119.250000 Penalty: 3249.594482
	Iteration 45Q: 3 clusters Score -2168119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2168124.500000 Penalty: 3249.594482
	Iteration 46Q: 3 clusters Score -2168124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2168135.750000 Penalty: 3249.594482
	Iteration 47Q: 3 clusters Score -2168136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2168140.000000 Penalty: 3249.594482
	Iteration 48Q: 3 clusters Score -2168140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2168148.250000 Penalty: 3249.594482
	Iteration 49Q: 3 clusters Score -2168148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2168153.250000 Penalty: 3249.594482
	Iteration 50Q: 3 clusters Score -2168153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2168154.750000 Penalty: 3249.594482
	Iteration 51Q: 3 clusters Score -2168155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2168160.750000 Penalty: 3249.594482
	Iteration 52Q: 3 clusters Score -2168161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2168159.250000 Penalty: 3249.594482
	Iteration 53Q: 3 clusters Score -2168159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2168162.000000 Penalty: 3249.594482
	Iteration 54Q: 3 clusters Score -2168162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2168160.750000 Penalty: 3249.594482
	Iteration 55Q: 3 clusters Score -2168161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2168161.000000 Penalty: 3249.594482
	Iteration 56Q: 3 clusters Score -2168161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2168166.250000 Penalty: 3249.594482
	Iteration 57Q: 3 clusters Score -2168166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2168169.250000 Penalty: 3249.594482
	Iteration 58Q: 3 clusters Score -2168169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2168170.750000 Penalty: 3249.594482
	Iteration 59Q: 3 clusters Score -2168171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2168171.000000 Penalty: 3249.594482
	Iteration 60F: 3 clusters Score -2168171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2168172.000000 Penalty: 3249.594482
	Iteration 61Q: 3 clusters Score -2168172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2168172.750000 Penalty: 3249.594482
	Iteration 62Q: 3 clusters Score -2168173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2168175.750000 Penalty: 3249.594482
	Iteration 63Q: 3 clusters Score -2168176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2168175.750000 Penalty: 3249.594482
	Iteration 64F: 3 clusters Score -2168176 nChanged 0
--- Evaluating fit on full set of 1635949 points ---
Entering Unmasked Estep 
Score: -157127952.000000 Penalty: 58125.167969
22->26 Clusters: Score -157127952.000000, best is -157129152.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 545316 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 24559 members 
Mstep: Class 4 contains 24621 members 
Mstep: Class 5 contains 24455 members 
Mstep: Class 6 contains 24791 members 
Mstep: Class 7 contains 24948 members 
Mstep: Class 8 contains 24670 members 
Mstep: Class 9 contains 24846 members 
Mstep: Class 10 contains 24608 members 
Mstep: Class 11 contains 24939 members 
Mstep: Class 12 contains 24847 members 
Mstep: Class 13 contains 24953 members 
Mstep: Class 14 contains 24771 members 
Mstep: Class 15 contains 24803 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 24701 members 
Mstep: Class 19 contains 24857 members 
Mstep: Class 20 contains 24961 members 
Mstep: Class 21 contains 25139 members 
Mstep: Class 22 contains 24732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 558.275024 but Gain 2146.480469
Score: -50038436.000000 Penalty: 45076.125000
Iteration 0F: 22 clusters Score -5.003844e+07 nChanged 519080
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 19256 members 
Mstep: Class 3 contains 28313 members 
Mstep: Class 4 contains 26835 members 
Mstep: Class 5 contains 18838 members 
Mstep: Class 6 contains 18151 members 
Mstep: Class 7 contains 40014 members 
Mstep: Class 8 contains 28919 members 
Mstep: Class 9 contains 31043 members 
Mstep: Class 10 contains 42571 members 
Mstep: Class 11 contains 32517 members 
Mstep: Class 12 contains 21084 members 
Mstep: Class 13 contains 13774 members 
Mstep: Class 14 contains 20758 members 
Mstep: Class 15 contains 22013 members 
Mstep: Class 16 contains 14214 members 
Mstep: Class 17 contains 16249 members 
Mstep: Class 18 contains 28887 members 
Mstep: Class 20 contains 36022 members 
Mstep: Class 21 contains 40244 members 
Mstep: Class 22 contains 25320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51233068.000000 Penalty: 45076.125000
Iteration 1F: 22 clusters Score -5.123307e+07 nChanged 212410
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 25140 members 
Mstep: Class 3 contains 30794 members 
Mstep: Class 4 contains 25481 members 
Mstep: Class 5 contains 31708 members 
Mstep: Class 6 contains 15712 members 
Mstep: Class 7 contains 40718 members 
Mstep: Class 8 contains 17780 members 
Mstep: Class 9 contains 22946 members 
Mstep: Class 10 contains 53309 members 
Mstep: Class 11 contains 26761 members 
Mstep: Class 12 contains 14807 members 
Mstep: Class 13 contains 11417 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 23397 members 
Mstep: Class 16 contains 13413 members 
Mstep: Class 17 contains 15567 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 20 contains 38265 members 
Mstep: Class 21 contains 59393 members 
Mstep: Class 22 contains 28573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51653736.000000 Penalty: 45076.125000
Iteration 2F: 22 clusters Score -5.165374e+07 nChanged 159593
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 25997 members 
Mstep: Class 3 contains 33495 members 
Mstep: Class 4 contains 25275 members 
Mstep: Class 5 contains 41326 members 
Mstep: Class 6 contains 11882 members 
Mstep: Class 7 contains 40150 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 15465 members 
Mstep: Class 10 contains 57932 members 
Mstep: Class 11 contains 22051 members 
Mstep: Class 12 contains 15113 members 
Mstep: Class 13 contains 10374 members 
Mstep: Class 14 contains 6506 members 
Mstep: Class 15 contains 21677 members 
Mstep: Class 16 contains 10232 members 
Mstep: Class 17 contains 13892 members 
Mstep: Class 18 contains 27784 members 
Mstep: Class 20 contains 42688 members 
Mstep: Class 21 contains 69603 members 
Mstep: Class 22 contains 32519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51858648.000000 Penalty: 45076.125000
Iteration 3F: 22 clusters Score -5.185865e+07 nChanged 114858
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 24259 members 
Mstep: Class 3 contains 36283 members 
Mstep: Class 4 contains 25006 members 
Mstep: Class 5 contains 49573 members 
Mstep: Class 6 contains 9956 members 
Mstep: Class 7 contains 38651 members 
Mstep: Class 8 contains 13774 members 
Mstep: Class 9 contains 12106 members 
Mstep: Class 10 contains 57371 members 
Mstep: Class 11 contains 17856 members 
Mstep: Class 12 contains 16895 members 
Mstep: Class 13 contains 10254 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 7752 members 
Mstep: Class 17 contains 12818 members 
Mstep: Class 18 contains 24733 members 
Mstep: Class 20 contains 51530 members 
Mstep: Class 21 contains 72679 members 
Mstep: Class 22 contains 35424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51983964.000000 Penalty: 45076.125000
Iteration 4F: 22 clusters Score -5.198396e+07 nChanged 91109
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 20936 members 
Mstep: Class 3 contains 39895 members 
Mstep: Class 4 contains 23820 members 
Mstep: Class 5 contains 57354 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 36455 members 
Mstep: Class 8 contains 13819 members 
Mstep: Class 9 contains 11274 members 
Mstep: Class 10 contains 53212 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 11018 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 14425 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 12067 members 
Mstep: Class 18 contains 20746 members 
Mstep: Class 20 contains 64553 members 
Mstep: Class 21 contains 74265 members 
Mstep: Class 22 contains 37442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52080080.000000 Penalty: 45076.125000
Iteration 5F: 22 clusters Score -5.208008e+07 nChanged 78123
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16506 members 
Mstep: Class 3 contains 42942 members 
Mstep: Class 4 contains 22098 members 
Mstep: Class 5 contains 65770 members 
Mstep: Class 6 contains 9069 members 
Mstep: Class 7 contains 33067 members 
Mstep: Class 8 contains 13995 members 
Mstep: Class 9 contains 11723 members 
Mstep: Class 10 contains 48232 members 
Mstep: Class 11 contains 9509 members 
Mstep: Class 12 contains 14915 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 15 contains 11395 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 17357 members 
Mstep: Class 20 contains 80242 members 
Mstep: Class 21 contains 76297 members 
Mstep: Class 22 contains 38579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52159612.000000 Penalty: 45076.125000
Iteration 6F: 22 clusters Score -5.215961e+07 nChanged 66192
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11805 members 
Mstep: Class 3 contains 43925 members 
Mstep: Class 4 contains 20418 members 
Mstep: Class 5 contains 76133 members 
Mstep: Class 6 contains 9810 members 
Mstep: Class 7 contains 28573 members 
Mstep: Class 8 contains 14116 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 44047 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 11827 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 15 contains 8588 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 14683 members 
Mstep: Class 20 contains 95948 members 
Mstep: Class 21 contains 78219 members 
Mstep: Class 22 contains 38504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52219988.000000 Penalty: 45076.125000
Iteration 7F: 22 clusters Score -5.221999e+07 nChanged 52173
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7996 members 
Mstep: Class 3 contains 42842 members 
Mstep: Class 4 contains 18911 members 
Mstep: Class 5 contains 86018 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 24102 members 
Mstep: Class 8 contains 14147 members 
Mstep: Class 9 contains 13257 members 
Mstep: Class 10 contains 40938 members 
Mstep: Class 11 contains 3831 members 
Mstep: Class 12 contains 9994 members 
Mstep: Class 13 contains 11507 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 7308 members 
Mstep: Class 18 contains 12558 members 
Mstep: Class 20 contains 109212 members 
Mstep: Class 21 contains 79856 members 
Mstep: Class 22 contains 37918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52261976.000000 Penalty: 45076.125000
Iteration 8F: 22 clusters Score -5.226198e+07 nChanged 39377
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 40068 members 
Mstep: Class 4 contains 17745 members 
Mstep: Class 5 contains 94279 members 
Mstep: Class 6 contains 12783 members 
Mstep: Class 7 contains 20337 members 
Mstep: Class 8 contains 14113 members 
Mstep: Class 9 contains 13638 members 
Mstep: Class 10 contains 38713 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 8595 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 2567 members 
Mstep: Class 15 contains 4700 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 6080 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 20 contains 119466 members 
Mstep: Class 21 contains 81067 members 
Mstep: Class 22 contains 37367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52289360.000000 Penalty: 45076.125000
Iteration 9F: 22 clusters Score -5.228936e+07 nChanged 29483
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3780 members 
Mstep: Class 3 contains 36457 members 
Mstep: Class 4 contains 16910 members 
Mstep: Class 5 contains 100675 members 
Mstep: Class 6 contains 14189 members 
Mstep: Class 7 contains 17612 members 
Mstep: Class 8 contains 14032 members 
Mstep: Class 9 contains 13834 members 
Mstep: Class 10 contains 37104 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 7749 members 
Mstep: Class 13 contains 10100 members 
Mstep: Class 14 contains 2233 members 
Mstep: Class 15 contains 3747 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 18 contains 10031 members 
Mstep: Class 20 contains 127038 members 
Mstep: Class 21 contains 81856 members 
Mstep: Class 22 contains 36782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1878.084961 but Gain 2146.484375
Score: -52307892.000000 Penalty: 42929.640625
Iteration 10F: 21 clusters Score -5.230789e+07 nChanged 23975
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2825 members 
Mstep: Class 3 contains 32862 members 
Mstep: Class 4 contains 16417 members 
Mstep: Class 5 contains 106061 members 
Mstep: Class 6 contains 15214 members 
Mstep: Class 7 contains 15723 members 
Mstep: Class 8 contains 13998 members 
Mstep: Class 9 contains 13992 members 
Mstep: Class 10 contains 35908 members 
Mstep: Class 12 contains 7350 members 
Mstep: Class 13 contains 9434 members 
Mstep: Class 14 contains 2014 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 2146 members 
Mstep: Class 17 contains 5379 members 
Mstep: Class 18 contains 9226 members 
Mstep: Class 20 contains 132898 members 
Mstep: Class 21 contains 82452 members 
Mstep: Class 22 contains 36279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52323264.000000 Penalty: 42929.640625
Iteration 11Q: 21 clusters Score -5.232326e+07 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2239 members 
Mstep: Class 3 contains 29183 members 
Mstep: Class 4 contains 16025 members 
Mstep: Class 5 contains 110167 members 
Mstep: Class 6 contains 15881 members 
Mstep: Class 7 contains 14388 members 
Mstep: Class 8 contains 13912 members 
Mstep: Class 9 contains 13977 members 
Mstep: Class 10 contains 34953 members 
Mstep: Class 12 contains 7319 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 2944 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 8689 members 
Mstep: Class 20 contains 136798 members 
Mstep: Class 21 contains 82751 members 
Mstep: Class 22 contains 35604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1960.089966 but Gain 2146.480469
Score: -52332464.000000 Penalty: 40783.160156
Iteration 12Q: 20 clusters Score -5.233246e+07 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 3 contains 26034 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 113696 members 
Mstep: Class 6 contains 16301 members 
Mstep: Class 7 contains 13445 members 
Mstep: Class 8 contains 13777 members 
Mstep: Class 9 contains 13876 members 
Mstep: Class 10 contains 34203 members 
Mstep: Class 12 contains 7587 members 
Mstep: Class 13 contains 8306 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 8317 members 
Mstep: Class 20 contains 140858 members 
Mstep: Class 21 contains 83163 members 
Mstep: Class 22 contains 35014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52341832.000000 Penalty: 40783.160156
Iteration 13Q: 20 clusters Score -5.234183e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 3 contains 23107 members 
Mstep: Class 4 contains 15482 members 
Mstep: Class 5 contains 116289 members 
Mstep: Class 6 contains 16669 members 
Mstep: Class 7 contains 12726 members 
Mstep: Class 8 contains 13512 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 33570 members 
Mstep: Class 12 contains 8043 members 
Mstep: Class 13 contains 7879 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 20 contains 142899 members 
Mstep: Class 21 contains 83196 members 
Mstep: Class 22 contains 34377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52346376.000000 Penalty: 40783.160156
Iteration 14Q: 20 clusters Score -5.234638e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 3 contains 20749 members 
Mstep: Class 4 contains 15316 members 
Mstep: Class 5 contains 118316 members 
Mstep: Class 6 contains 17014 members 
Mstep: Class 7 contains 12217 members 
Mstep: Class 8 contains 13133 members 
Mstep: Class 9 contains 13624 members 
Mstep: Class 10 contains 33114 members 
Mstep: Class 12 contains 8690 members 
Mstep: Class 13 contains 7533 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 2689 members 
Mstep: Class 16 contains 3058 members 
Mstep: Class 17 contains 7189 members 
Mstep: Class 18 contains 7884 members 
Mstep: Class 20 contains 144353 members 
Mstep: Class 21 contains 83091 members 
Mstep: Class 22 contains 33709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52349864.000000 Penalty: 40783.160156
Iteration 15Q: 20 clusters Score -5.234986e+07 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 3 contains 18779 members 
Mstep: Class 4 contains 15229 members 
Mstep: Class 5 contains 119884 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 11796 members 
Mstep: Class 8 contains 12718 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 32749 members 
Mstep: Class 12 contains 9437 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 20 contains 145369 members 
Mstep: Class 21 contains 82926 members 
Mstep: Class 22 contains 33094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52353040.000000 Penalty: 40783.160156
Iteration 16Q: 20 clusters Score -5.235304e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 3 contains 17196 members 
Mstep: Class 4 contains 15181 members 
Mstep: Class 5 contains 121051 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 11453 members 
Mstep: Class 8 contains 12290 members 
Mstep: Class 9 contains 13284 members 
Mstep: Class 10 contains 32523 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 7089 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 7635 members 
Mstep: Class 20 contains 146081 members 
Mstep: Class 21 contains 82729 members 
Mstep: Class 22 contains 32529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52355656.000000 Penalty: 40783.160156
Iteration 17Q: 20 clusters Score -5.235566e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 3 contains 15863 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 122019 members 
Mstep: Class 6 contains 18063 members 
Mstep: Class 7 contains 11159 members 
Mstep: Class 8 contains 11868 members 
Mstep: Class 9 contains 13082 members 
Mstep: Class 10 contains 32333 members 
Mstep: Class 12 contains 10855 members 
Mstep: Class 13 contains 6894 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 8792 members 
Mstep: Class 18 contains 7563 members 
Mstep: Class 20 contains 146568 members 
Mstep: Class 21 contains 82568 members 
Mstep: Class 22 contains 32000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52358148.000000 Penalty: 40783.160156
Iteration 18Q: 20 clusters Score -5.235815e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 3 contains 14865 members 
Mstep: Class 4 contains 15062 members 
Mstep: Class 5 contains 122802 members 
Mstep: Class 6 contains 18427 members 
Mstep: Class 7 contains 10847 members 
Mstep: Class 8 contains 11486 members 
Mstep: Class 9 contains 12879 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 12 contains 11466 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 2793 members 
Mstep: Class 16 contains 4620 members 
Mstep: Class 17 contains 9300 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 20 contains 146842 members 
Mstep: Class 21 contains 82390 members 
Mstep: Class 22 contains 31545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52360144.000000 Penalty: 40783.160156
Iteration 19Q: 20 clusters Score -5.236014e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 15020 members 
Mstep: Class 5 contains 123433 members 
Mstep: Class 6 contains 18827 members 
Mstep: Class 7 contains 10560 members 
Mstep: Class 8 contains 11196 members 
Mstep: Class 9 contains 12687 members 
Mstep: Class 10 contains 32002 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 1871 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 4944 members 
Mstep: Class 17 contains 9789 members 
Mstep: Class 18 contains 7481 members 
Mstep: Class 20 contains 147003 members 
Mstep: Class 21 contains 82218 members 
Mstep: Class 22 contains 31169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52362172.000000 Penalty: 40783.160156
Iteration 20F: 20 clusters Score -5.236217e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 123907 members 
Mstep: Class 6 contains 19236 members 
Mstep: Class 7 contains 10281 members 
Mstep: Class 8 contains 11039 members 
Mstep: Class 9 contains 12497 members 
Mstep: Class 10 contains 31863 members 
Mstep: Class 12 contains 12373 members 
Mstep: Class 13 contains 6435 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 20 contains 146968 members 
Mstep: Class 21 contains 82046 members 
Mstep: Class 22 contains 30795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52363924.000000 Penalty: 40783.160156
Iteration 21Q: 20 clusters Score -5.236392e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 3 contains 12798 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 124308 members 
Mstep: Class 6 contains 19679 members 
Mstep: Class 7 contains 9997 members 
Mstep: Class 8 contains 10907 members 
Mstep: Class 9 contains 12293 members 
Mstep: Class 10 contains 31720 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 6246 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 10709 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 20 contains 146836 members 
Mstep: Class 21 contains 81907 members 
Mstep: Class 22 contains 30443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365448.000000 Penalty: 40783.160156
Iteration 22Q: 20 clusters Score -5.236545e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 3 contains 12407 members 
Mstep: Class 4 contains 14991 members 
Mstep: Class 5 contains 124606 members 
Mstep: Class 6 contains 20091 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 8 contains 10836 members 
Mstep: Class 9 contains 12107 members 
Mstep: Class 10 contains 31575 members 
Mstep: Class 12 contains 13024 members 
Mstep: Class 13 contains 6063 members 
Mstep: Class 14 contains 1956 members 
Mstep: Class 15 contains 3062 members 
Mstep: Class 16 contains 6253 members 
Mstep: Class 17 contains 11141 members 
Mstep: Class 18 contains 7360 members 
Mstep: Class 20 contains 146635 members 
Mstep: Class 21 contains 81798 members 
Mstep: Class 22 contains 30112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366860.000000 Penalty: 40783.160156
Iteration 23Q: 20 clusters Score -5.236686e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 3 contains 12118 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 124894 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 7 contains 9552 members 
Mstep: Class 8 contains 10801 members 
Mstep: Class 9 contains 11912 members 
Mstep: Class 10 contains 31474 members 
Mstep: Class 12 contains 13218 members 
Mstep: Class 13 contains 5919 members 
Mstep: Class 14 contains 1978 members 
Mstep: Class 15 contains 3095 members 
Mstep: Class 16 contains 6610 members 
Mstep: Class 17 contains 11550 members 
Mstep: Class 18 contains 7339 members 
Mstep: Class 20 contains 146384 members 
Mstep: Class 21 contains 81673 members 
Mstep: Class 22 contains 29799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52367932.000000 Penalty: 40783.160156
Iteration 24Q: 20 clusters Score -5.236793e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 125122 members 
Mstep: Class 6 contains 20897 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 10814 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 31357 members 
Mstep: Class 12 contains 13373 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 2004 members 
Mstep: Class 15 contains 3163 members 
Mstep: Class 16 contains 6935 members 
Mstep: Class 17 contains 11935 members 
Mstep: Class 18 contains 7321 members 
Mstep: Class 20 contains 146162 members 
Mstep: Class 21 contains 81534 members 
Mstep: Class 22 contains 29472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52369168.000000 Penalty: 40783.160156
Iteration 25Q: 20 clusters Score -5.236917e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 3 contains 11637 members 
Mstep: Class 4 contains 14966 members 
Mstep: Class 5 contains 125309 members 
Mstep: Class 6 contains 21299 members 
Mstep: Class 7 contains 9296 members 
Mstep: Class 8 contains 10868 members 
Mstep: Class 9 contains 11478 members 
Mstep: Class 10 contains 31207 members 
Mstep: Class 12 contains 13479 members 
Mstep: Class 13 contains 5639 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 20 contains 145962 members 
Mstep: Class 21 contains 81380 members 
Mstep: Class 22 contains 29176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52369920.000000 Penalty: 40783.160156
Iteration 26Q: 20 clusters Score -5.236992e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 3 contains 11465 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 125470 members 
Mstep: Class 6 contains 21736 members 
Mstep: Class 7 contains 9208 members 
Mstep: Class 8 contains 10944 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 31046 members 
Mstep: Class 12 contains 13575 members 
Mstep: Class 13 contains 5502 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 12638 members 
Mstep: Class 18 contains 7300 members 
Mstep: Class 20 contains 145721 members 
Mstep: Class 21 contains 81224 members 
Mstep: Class 22 contains 28877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52370960.000000 Penalty: 40783.160156
Iteration 27Q: 20 clusters Score -5.237096e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 14929 members 
Mstep: Class 5 contains 125627 members 
Mstep: Class 6 contains 22146 members 
Mstep: Class 7 contains 9154 members 
Mstep: Class 8 contains 11007 members 
Mstep: Class 9 contains 10889 members 
Mstep: Class 10 contains 30857 members 
Mstep: Class 12 contains 13678 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 2219 members 
Mstep: Class 15 contains 3364 members 
Mstep: Class 16 contains 7868 members 
Mstep: Class 17 contains 12980 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 20 contains 145525 members 
Mstep: Class 21 contains 81073 members 
Mstep: Class 22 contains 28590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371572.000000 Penalty: 40783.160156
Iteration 28Q: 20 clusters Score -5.237157e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 3 contains 11141 members 
Mstep: Class 4 contains 14922 members 
Mstep: Class 5 contains 125735 members 
Mstep: Class 6 contains 22643 members 
Mstep: Class 7 contains 9105 members 
Mstep: Class 8 contains 11084 members 
Mstep: Class 9 contains 10527 members 
Mstep: Class 10 contains 30634 members 
Mstep: Class 12 contains 13751 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 3420 members 
Mstep: Class 16 contains 8145 members 
Mstep: Class 17 contains 13293 members 
Mstep: Class 18 contains 7282 members 
Mstep: Class 20 contains 145321 members 
Mstep: Class 21 contains 80940 members 
Mstep: Class 22 contains 28317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372168.000000 Penalty: 40783.160156
Iteration 29Q: 20 clusters Score -5.237217e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 14918 members 
Mstep: Class 5 contains 125819 members 
Mstep: Class 6 contains 23170 members 
Mstep: Class 7 contains 9064 members 
Mstep: Class 8 contains 11136 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 30354 members 
Mstep: Class 12 contains 13813 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 2562 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 16 contains 8400 members 
Mstep: Class 17 contains 13606 members 
Mstep: Class 18 contains 7272 members 
Mstep: Class 20 contains 145122 members 
Mstep: Class 21 contains 80847 members 
Mstep: Class 22 contains 28033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373004.000000 Penalty: 40783.160156
Iteration 30Q: 20 clusters Score -5.2373e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 14896 members 
Mstep: Class 5 contains 125894 members 
Mstep: Class 6 contains 23713 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 11193 members 
Mstep: Class 9 contains 9687 members 
Mstep: Class 10 contains 30006 members 
Mstep: Class 12 contains 13876 members 
Mstep: Class 13 contains 5029 members 
Mstep: Class 14 contains 2826 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 13890 members 
Mstep: Class 18 contains 7264 members 
Mstep: Class 20 contains 144962 members 
Mstep: Class 21 contains 80744 members 
Mstep: Class 22 contains 27777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52374024.000000 Penalty: 40783.160156
Iteration 31Q: 20 clusters Score -5.237402e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 3 contains 10888 members 
Mstep: Class 4 contains 14873 members 
Mstep: Class 5 contains 125943 members 
Mstep: Class 6 contains 24245 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 11241 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 10 contains 29611 members 
Mstep: Class 12 contains 13944 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 3547 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 14196 members 
Mstep: Class 18 contains 7265 members 
Mstep: Class 20 contains 144787 members 
Mstep: Class 21 contains 80609 members 
Mstep: Class 22 contains 27548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52375176.000000 Penalty: 40783.160156
Iteration 32Q: 20 clusters Score -5.237518e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 3 contains 10859 members 
Mstep: Class 4 contains 14855 members 
Mstep: Class 5 contains 125968 members 
Mstep: Class 6 contains 24685 members 
Mstep: Class 7 contains 8948 members 
Mstep: Class 8 contains 11283 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 29157 members 
Mstep: Class 12 contains 14009 members 
Mstep: Class 13 contains 4847 members 
Mstep: Class 14 contains 3621 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 9015 members 
Mstep: Class 17 contains 14513 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 20 contains 144567 members 
Mstep: Class 21 contains 80512 members 
Mstep: Class 22 contains 27337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52375976.000000 Penalty: 40783.160156
Iteration 33Q: 20 clusters Score -5.237598e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 3 contains 10857 members 
Mstep: Class 4 contains 14846 members 
Mstep: Class 5 contains 125971 members 
Mstep: Class 6 contains 25066 members 
Mstep: Class 7 contains 8914 members 
Mstep: Class 8 contains 11297 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 28724 members 
Mstep: Class 12 contains 14053 members 
Mstep: Class 13 contains 4766 members 
Mstep: Class 14 contains 4022 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 14834 members 
Mstep: Class 18 contains 7260 members 
Mstep: Class 20 contains 144349 members 
Mstep: Class 21 contains 80423 members 
Mstep: Class 22 contains 27149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376952.000000 Penalty: 40783.160156
Iteration 34Q: 20 clusters Score -5.237695e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 3 contains 10843 members 
Mstep: Class 4 contains 14823 members 
Mstep: Class 5 contains 126002 members 
Mstep: Class 6 contains 25373 members 
Mstep: Class 7 contains 8889 members 
Mstep: Class 8 contains 11317 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 28378 members 
Mstep: Class 12 contains 14071 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 9369 members 
Mstep: Class 17 contains 15151 members 
Mstep: Class 18 contains 7258 members 
Mstep: Class 20 contains 144140 members 
Mstep: Class 21 contains 80333 members 
Mstep: Class 22 contains 26969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52377544.000000 Penalty: 40783.160156
Iteration 35Q: 20 clusters Score -5.237754e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 14806 members 
Mstep: Class 5 contains 126005 members 
Mstep: Class 6 contains 25650 members 
Mstep: Class 7 contains 8852 members 
Mstep: Class 8 contains 11317 members 
Mstep: Class 9 contains 8047 members 
Mstep: Class 10 contains 28137 members 
Mstep: Class 12 contains 14082 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 4588 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 9557 members 
Mstep: Class 17 contains 15479 members 
Mstep: Class 18 contains 7254 members 
Mstep: Class 20 contains 143894 members 
Mstep: Class 21 contains 80289 members 
Mstep: Class 22 contains 26790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52377864.000000 Penalty: 40783.160156
Iteration 36Q: 20 clusters Score -5.237786e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 3 contains 10868 members 
Mstep: Class 4 contains 14780 members 
Mstep: Class 5 contains 126004 members 
Mstep: Class 6 contains 25867 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 10 contains 27975 members 
Mstep: Class 12 contains 14096 members 
Mstep: Class 13 contains 4524 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 9750 members 
Mstep: Class 17 contains 15822 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 20 contains 143651 members 
Mstep: Class 21 contains 80220 members 
Mstep: Class 22 contains 26629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378196.000000 Penalty: 40783.160156
Iteration 37Q: 20 clusters Score -5.23782e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 3 contains 10868 members 
Mstep: Class 4 contains 14767 members 
Mstep: Class 5 contains 125987 members 
Mstep: Class 6 contains 26020 members 
Mstep: Class 7 contains 8797 members 
Mstep: Class 8 contains 11313 members 
Mstep: Class 9 contains 7722 members 
Mstep: Class 10 contains 27861 members 
Mstep: Class 12 contains 14108 members 
Mstep: Class 13 contains 4444 members 
Mstep: Class 14 contains 4921 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 9937 members 
Mstep: Class 17 contains 16168 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 20 contains 143406 members 
Mstep: Class 21 contains 80139 members 
Mstep: Class 22 contains 26464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378468.000000 Penalty: 40783.160156
Iteration 38Q: 20 clusters Score -5.237847e+07 nChanged 1469
Entering ConstructFrom: 
Score: -52378468.000000 Penalty: 40783.160156
Entering ConstructFrom: 
Trying to split cluster 1 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -127422.851562 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -127422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -125814.179688 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -125814.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126229.679688 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -126229.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126476.023438 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -126476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -126612.093750 Penalty: 2353.211182
	Iteration 3F: 3 clusters Score -126612.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126675.164062 Penalty: 2353.211182
	Iteration 4Q: 3 clusters Score -126675.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -126717.320312 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -126717.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -126751.351562 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -126751.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -126777.726562 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -126777.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -126813.226562 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -126813.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -126843.578125 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -126843.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -126870.515625 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -126870.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -126891.304688 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -126891.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -126923.468750 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -126923.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -126971.601562 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -126971.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -127022.445312 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -127022.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -127065.765625 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -127065.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -127092.882812 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -127092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -127112.390625 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -127112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -127139.656250 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -127139.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -127149.703125 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -127149.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -127174.578125 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -127174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -127208.859375 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -127208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -127242.250000 Penalty: 2353.211182
	Iteration 22Q: 3 clusters Score -127242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -127268.960938 Penalty: 2353.211182
	Iteration 23Q: 3 clusters Score -127269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -127279.515625 Penalty: 2353.211182
	Iteration 24Q: 3 clusters Score -127279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -127283.867188 Penalty: 2353.211182
	Iteration 25Q: 3 clusters Score -127283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -127284.476562 Penalty: 2353.211182
	Iteration 26Q: 3 clusters Score -127284.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -127291.687500 Penalty: 2353.211182
	Iteration 27F: 3 clusters Score -127291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -127296.414062 Penalty: 2353.211182
	Iteration 28Q: 3 clusters Score -127296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -127301.164062 Penalty: 2353.211182
	Iteration 29Q: 3 clusters Score -127301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -127307.132812 Penalty: 2353.211182
	Iteration 30Q: 3 clusters Score -127307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -127309.023438 Penalty: 2353.211182
	Iteration 31Q: 3 clusters Score -127309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -127309.023438 Penalty: 2353.211182
	Iteration 32F: 3 clusters Score -127309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Entering Unmasked Estep 
Score: -975107.062500 Penalty: 1510.251221
	Iteration 0F: 2 clusters Score -975107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -967319.750000 Penalty: 3020.502441
	Iteration 0F: 3 clusters Score -967319.8 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -969895.562500 Penalty: 3020.502441
	Iteration 1F: 3 clusters Score -969895.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -970261.875000 Penalty: 3020.502441
	Iteration 2F: 3 clusters Score -970261.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -970587.562500 Penalty: 3020.502441
	Iteration 3F: 3 clusters Score -970587.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -970885.437500 Penalty: 3020.502441
	Iteration 4F: 3 clusters Score -970885.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -971150.687500 Penalty: 3020.502441
	Iteration 5F: 3 clusters Score -971150.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -971349.437500 Penalty: 3020.502441
	Iteration 6Q: 3 clusters Score -971349.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -971511.500000 Penalty: 3020.502441
	Iteration 7Q: 3 clusters Score -971511.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -971663.750000 Penalty: 3020.502441
	Iteration 8Q: 3 clusters Score -971663.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -971821.500000 Penalty: 3020.502441
	Iteration 9Q: 3 clusters Score -971821.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -971984.500000 Penalty: 3020.502441
	Iteration 10Q: 3 clusters Score -971984.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -972167.812500 Penalty: 3020.502441
	Iteration 11Q: 3 clusters Score -972167.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -972324.750000 Penalty: 3020.502441
	Iteration 12Q: 3 clusters Score -972324.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -972483.000000 Penalty: 3020.502441
	Iteration 13Q: 3 clusters Score -972483 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -972664.625000 Penalty: 3020.502441
	Iteration 14Q: 3 clusters Score -972664.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -972863.750000 Penalty: 3020.502441
	Iteration 15Q: 3 clusters Score -972863.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -973044.250000 Penalty: 3020.502441
	Iteration 16Q: 3 clusters Score -973044.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -973203.125000 Penalty: 3020.502441
	Iteration 17Q: 3 clusters Score -973203.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -973342.312500 Penalty: 3020.502441
	Iteration 18Q: 3 clusters Score -973342.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -973462.250000 Penalty: 3020.502441
	Iteration 19Q: 3 clusters Score -973462.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -973567.000000 Penalty: 3020.502441
	Iteration 20F: 3 clusters Score -973567 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -973664.937500 Penalty: 3020.502441
	Iteration 21Q: 3 clusters Score -973664.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -973741.625000 Penalty: 3020.502441
	Iteration 22Q: 3 clusters Score -973741.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -973810.437500 Penalty: 3020.502441
	Iteration 23Q: 3 clusters Score -973810.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -973878.750000 Penalty: 3020.502441
	Iteration 24Q: 3 clusters Score -973878.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -973941.875000 Penalty: 3020.502441
	Iteration 25Q: 3 clusters Score -973941.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -973992.812500 Penalty: 3020.502441
	Iteration 26Q: 3 clusters Score -973992.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -974047.062500 Penalty: 3020.502441
	Iteration 27Q: 3 clusters Score -974047.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -974090.625000 Penalty: 3020.502441
	Iteration 28Q: 3 clusters Score -974090.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -974130.812500 Penalty: 3020.502441
	Iteration 29Q: 3 clusters Score -974130.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -974168.437500 Penalty: 3020.502441
	Iteration 30Q: 3 clusters Score -974168.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -974194.937500 Penalty: 3020.502441
	Iteration 31Q: 3 clusters Score -974194.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -974225.437500 Penalty: 3020.502441
	Iteration 32Q: 3 clusters Score -974225.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -974246.687500 Penalty: 3020.502441
	Iteration 33Q: 3 clusters Score -974246.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -974265.750000 Penalty: 3020.502441
	Iteration 34Q: 3 clusters Score -974265.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -974278.500000 Penalty: 3020.502441
	Iteration 35Q: 3 clusters Score -974278.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -974294.250000 Penalty: 3020.502441
	Iteration 36Q: 3 clusters Score -974294.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -974297.937500 Penalty: 3020.502441
	Iteration 37Q: 3 clusters Score -974297.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -974305.625000 Penalty: 3020.502441
	Iteration 38Q: 3 clusters Score -974305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -974308.187500 Penalty: 3020.502441
	Iteration 39Q: 3 clusters Score -974308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -974323.875000 Penalty: 3020.502441
	Iteration 40F: 3 clusters Score -974323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -974345.750000 Penalty: 3020.502441
	Iteration 41Q: 3 clusters Score -974345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -974358.250000 Penalty: 3020.502441
	Iteration 42Q: 3 clusters Score -974358.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -974387.937500 Penalty: 3020.502441
	Iteration 43Q: 3 clusters Score -974387.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -974404.562500 Penalty: 3020.502441
	Iteration 44Q: 3 clusters Score -974404.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -974427.625000 Penalty: 3020.502441
	Iteration 45Q: 3 clusters Score -974427.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -974440.687500 Penalty: 3020.502441
	Iteration 46Q: 3 clusters Score -974440.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -974467.000000 Penalty: 3020.502441
	Iteration 47Q: 3 clusters Score -974467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -974501.187500 Penalty: 3020.502441
	Iteration 48Q: 3 clusters Score -974501.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -974511.437500 Penalty: 3020.502441
	Iteration 49Q: 3 clusters Score -974511.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -974519.812500 Penalty: 3020.502441
	Iteration 50Q: 3 clusters Score -974519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -974524.937500 Penalty: 3020.502441
	Iteration 51Q: 3 clusters Score -974524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -974526.437500 Penalty: 3020.502441
	Iteration 52Q: 3 clusters Score -974526.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -974527.750000 Penalty: 3020.502441
	Iteration 53Q: 3 clusters Score -974527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -974529.250000 Penalty: 3020.502441
	Iteration 54Q: 3 clusters Score -974529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -974580.375000 Penalty: 3020.502441
	Iteration 55F: 3 clusters Score -974580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -974668.687500 Penalty: 3020.502441
	Iteration 56Q: 3 clusters Score -974668.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -974741.687500 Penalty: 3020.502441
	Iteration 57Q: 3 clusters Score -974741.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -974761.500000 Penalty: 3020.502441
	Iteration 58Q: 3 clusters Score -974761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -974765.062500 Penalty: 3020.502441
	Iteration 59Q: 3 clusters Score -974765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -974775.500000 Penalty: 3020.502441
	Iteration 60F: 3 clusters Score -974775.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -974782.187500 Penalty: 3020.502441
	Iteration 61Q: 3 clusters Score -974782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -974784.437500 Penalty: 3020.502441
	Iteration 62Q: 3 clusters Score -974784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -974787.000000 Penalty: 3020.502441
	Iteration 63Q: 3 clusters Score -974787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -974786.937500 Penalty: 3020.502441
	Iteration 64Q: 3 clusters Score -974786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -974788.437500 Penalty: 3020.502441
	Iteration 65Q: 3 clusters Score -974788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -974788.437500 Penalty: 3020.502441
	Iteration 66F: 3 clusters Score -974788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Entering Unmasked Estep 
Score: -1454660.000000 Penalty: 1559.782227
	Iteration 0F: 2 clusters Score -1454660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1444402.000000 Penalty: 3119.564453
	Iteration 0F: 3 clusters Score -1444402 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1448008.125000 Penalty: 3119.564453
	Iteration 1F: 3 clusters Score -1448008 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1448255.375000 Penalty: 3119.564453
	Iteration 2F: 3 clusters Score -1448255 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1448447.875000 Penalty: 3119.564453
	Iteration 3Q: 3 clusters Score -1448448 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1448643.625000 Penalty: 3119.564453
	Iteration 4Q: 3 clusters Score -1448644 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1448860.000000 Penalty: 3119.564453
	Iteration 5Q: 3 clusters Score -1448860 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1449189.250000 Penalty: 3119.564453
	Iteration 6Q: 3 clusters Score -1449189 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1449591.375000 Penalty: 3119.564453
	Iteration 7F: 3 clusters Score -1449591 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1450097.000000 Penalty: 3119.564453
	Iteration 8F: 3 clusters Score -1450097 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1450724.750000 Penalty: 3119.564453
	Iteration 9F: 3 clusters Score -1450725 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1451374.625000 Penalty: 3119.564453
	Iteration 10F: 3 clusters Score -1451375 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1451953.750000 Penalty: 3119.564453
	Iteration 11Q: 3 clusters Score -1451954 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1452429.750000 Penalty: 3119.564453
	Iteration 12Q: 3 clusters Score -1452430 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1452792.500000 Penalty: 3119.564453
	Iteration 13Q: 3 clusters Score -1452792 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1452995.625000 Penalty: 3119.564453
	Iteration 14Q: 3 clusters Score -1452996 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1453155.750000 Penalty: 3119.564453
	Iteration 15Q: 3 clusters Score -1453156 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1453254.875000 Penalty: 3119.564453
	Iteration 16Q: 3 clusters Score -1453255 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1453325.375000 Penalty: 3119.564453
	Iteration 17Q: 3 clusters Score -1453325 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1453370.125000 Penalty: 3119.564453
	Iteration 18Q: 3 clusters Score -1453370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1453399.125000 Penalty: 3119.564453
	Iteration 19Q: 3 clusters Score -1453399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1453418.500000 Penalty: 3119.564453
	Iteration 20F: 3 clusters Score -1453418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1453441.125000 Penalty: 3119.564453
	Iteration 21Q: 3 clusters Score -1453441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1453453.625000 Penalty: 3119.564453
	Iteration 22Q: 3 clusters Score -1453454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1453463.000000 Penalty: 3119.564453
	Iteration 23Q: 3 clusters Score -1453463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1453471.625000 Penalty: 3119.564453
	Iteration 24Q: 3 clusters Score -1453472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1453475.125000 Penalty: 3119.564453
	Iteration 25Q: 3 clusters Score -1453475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1453481.375000 Penalty: 3119.564453
	Iteration 26Q: 3 clusters Score -1453481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1453482.500000 Penalty: 3119.564453
	Iteration 27Q: 3 clusters Score -1453482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1453488.375000 Penalty: 3119.564453
	Iteration 28Q: 3 clusters Score -1453488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1453489.375000 Penalty: 3119.564453
	Iteration 29Q: 3 clusters Score -1453489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1453495.500000 Penalty: 3119.564453
	Iteration 30Q: 3 clusters Score -1453496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1453500.625000 Penalty: 3119.564453
	Iteration 31Q: 3 clusters Score -1453501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1453501.750000 Penalty: 3119.564453
	Iteration 32Q: 3 clusters Score -1453502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1453502.000000 Penalty: 3119.564453
	Iteration 33Q: 3 clusters Score -1453502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1453503.250000 Penalty: 3119.564453
	Iteration 34Q: 3 clusters Score -1453503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1453505.375000 Penalty: 3119.564453
	Iteration 35Q: 3 clusters Score -1453505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1453509.250000 Penalty: 3119.564453
	Iteration 36Q: 3 clusters Score -1453509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1453510.500000 Penalty: 3119.564453
	Iteration 37Q: 3 clusters Score -1453510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1453511.750000 Penalty: 3119.564453
	Iteration 38Q: 3 clusters Score -1453512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1453511.875000 Penalty: 3119.564453
	Iteration 39Q: 3 clusters Score -1453512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1453511.875000 Penalty: 3119.564453
	Iteration 40F: 3 clusters Score -1453512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (125954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125954 members 
Entering Unmasked Estep 
Score: -12491898.000000 Penalty: 1908.346802
	Iteration 0F: 2 clusters Score -1.24919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -12408980.000000 Penalty: 3816.693604
	Iteration 0F: 3 clusters Score -1.240898e+07 nChanged 60352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -12444193.000000 Penalty: 3816.693604
	Iteration 1F: 3 clusters Score -1.244419e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 64401 members 
Entering Unmasked Estep 
Score: -12444950.000000 Penalty: 3816.693604
	Iteration 2Q: 3 clusters Score -1.244495e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -12445760.000000 Penalty: 3816.693604
	Iteration 3Q: 3 clusters Score -1.244576e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -12446832.000000 Penalty: 3816.693604
	Iteration 4Q: 3 clusters Score -1.244683e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -12448284.000000 Penalty: 3816.693604
	Iteration 5Q: 3 clusters Score -1.244828e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -12450186.000000 Penalty: 3816.693604
	Iteration 6Q: 3 clusters Score -1.245019e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -12453203.000000 Penalty: 3816.693604
	Iteration 7Q: 3 clusters Score -1.24532e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -12458197.000000 Penalty: 3816.693604
	Iteration 8F: 3 clusters Score -1.24582e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -12465311.000000 Penalty: 3816.693604
	Iteration 9F: 3 clusters Score -1.246531e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -12472412.000000 Penalty: 3816.693604
	Iteration 10F: 3 clusters Score -1.247241e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -12477752.000000 Penalty: 3816.693604
	Iteration 11F: 3 clusters Score -1.247775e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 103187 members 
Entering Unmasked Estep 
Score: -12480592.000000 Penalty: 3816.693604
	Iteration 12Q: 3 clusters Score -1.248059e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 105689 members 
Entering Unmasked Estep 
Score: -12482362.000000 Penalty: 3816.693604
	Iteration 13Q: 3 clusters Score -1.248236e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -12483556.000000 Penalty: 3816.693604
	Iteration 14Q: 3 clusters Score -1.248356e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -12484587.000000 Penalty: 3816.693604
	Iteration 15Q: 3 clusters Score -1.248459e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -12485410.000000 Penalty: 3816.693604
	Iteration 16Q: 3 clusters Score -1.248541e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
Score: -12485985.000000 Penalty: 3816.693604
	Iteration 17Q: 3 clusters Score -1.248598e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -12486504.000000 Penalty: 3816.693604
	Iteration 18Q: 3 clusters Score -1.24865e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -12487021.000000 Penalty: 3816.693604
	Iteration 19Q: 3 clusters Score -1.248702e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -12487491.000000 Penalty: 3816.693604
	Iteration 20F: 3 clusters Score -1.248749e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -12487902.000000 Penalty: 3816.693604
	Iteration 21Q: 3 clusters Score -1.24879e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -12488298.000000 Penalty: 3816.693604
	Iteration 22Q: 3 clusters Score -1.24883e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -12488662.000000 Penalty: 3816.693604
	Iteration 23Q: 3 clusters Score -1.248866e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 119932 members 
Entering Unmasked Estep 
Score: -12488865.000000 Penalty: 3816.693604
	Iteration 24Q: 3 clusters Score -1.248886e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 120531 members 
Entering Unmasked Estep 
Score: -12489041.000000 Penalty: 3816.693604
	Iteration 25Q: 3 clusters Score -1.248904e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -12489283.000000 Penalty: 3816.693604
	Iteration 26Q: 3 clusters Score -1.248928e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 121538 members 
Entering Unmasked Estep 
Score: -12489433.000000 Penalty: 3816.693604
	Iteration 27Q: 3 clusters Score -1.248943e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -12489564.000000 Penalty: 3816.693604
	Iteration 28Q: 3 clusters Score -1.248956e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -12489685.000000 Penalty: 3816.693604
	Iteration 29Q: 3 clusters Score -1.248968e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -12489775.000000 Penalty: 3816.693604
	Iteration 30Q: 3 clusters Score -1.248978e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -12489907.000000 Penalty: 3816.693604
	Iteration 31Q: 3 clusters Score -1.248991e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -12489975.000000 Penalty: 3816.693604
	Iteration 32Q: 3 clusters Score -1.248998e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 123352 members 
Entering Unmasked Estep 
Score: -12490064.000000 Penalty: 3816.693604
	Iteration 33Q: 3 clusters Score -1.249006e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 123516 members 
Entering Unmasked Estep 
Score: -12490111.000000 Penalty: 3816.693604
	Iteration 34Q: 3 clusters Score -1.249011e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -12490156.000000 Penalty: 3816.693604
	Iteration 35Q: 3 clusters Score -1.249016e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -12490221.000000 Penalty: 3816.693604
	Iteration 36Q: 3 clusters Score -1.249022e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 123873 members 
Entering Unmasked Estep 
Score: -12490250.000000 Penalty: 3816.693604
	Iteration 37Q: 3 clusters Score -1.249025e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -12490260.000000 Penalty: 3816.693604
	Iteration 38Q: 3 clusters Score -1.249026e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 124022 members 
Entering Unmasked Estep 
Score: -12490293.000000 Penalty: 3816.693604
	Iteration 39Q: 3 clusters Score -1.249029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 124090 members 
Entering Unmasked Estep 
Score: -12490285.000000 Penalty: 3816.693604
	Iteration 40F: 3 clusters Score -1.249028e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 124150 members 
Entering Unmasked Estep 
Score: -12490310.000000 Penalty: 3816.693604
	Iteration 41Q: 3 clusters Score -1.249031e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -12490312.000000 Penalty: 3816.693604
	Iteration 42Q: 3 clusters Score -1.249031e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -12490337.000000 Penalty: 3816.693604
	Iteration 43Q: 3 clusters Score -1.249034e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 124296 members 
Entering Unmasked Estep 
Score: -12490332.000000 Penalty: 3816.693604
	Iteration 44Q: 3 clusters Score -1.249033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 124343 members 
Entering Unmasked Estep 
Score: -12490337.000000 Penalty: 3816.693604
	Iteration 45Q: 3 clusters Score -1.249034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -12490339.000000 Penalty: 3816.693604
	Iteration 46Q: 3 clusters Score -1.249034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -12490327.000000 Penalty: 3816.693604
	Iteration 47Q: 3 clusters Score -1.249033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -12490337.000000 Penalty: 3816.693604
	Iteration 48Q: 3 clusters Score -1.249034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 124452 members 
Entering Unmasked Estep 
Score: -12490341.000000 Penalty: 3816.693604
	Iteration 49Q: 3 clusters Score -1.249034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 124474 members 
Entering Unmasked Estep 
Score: -12490359.000000 Penalty: 3816.693604
	Iteration 50Q: 3 clusters Score -1.249036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -12490356.000000 Penalty: 3816.693604
	Iteration 51Q: 3 clusters Score -1.249036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -12490358.000000 Penalty: 3816.693604
	Iteration 52Q: 3 clusters Score -1.249036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 124510 members 
Entering Unmasked Estep 
Score: -12490374.000000 Penalty: 3816.693604
	Iteration 53Q: 3 clusters Score -1.249037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -12490376.000000 Penalty: 3816.693604
	Iteration 54Q: 3 clusters Score -1.249038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 124520 members 
Entering Unmasked Estep 
Score: -12490381.000000 Penalty: 3816.693604
	Iteration 55Q: 3 clusters Score -1.249038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 124523 members 
Entering Unmasked Estep 
Score: -12490375.000000 Penalty: 3816.693604
	Iteration 56Q: 3 clusters Score -1.249038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 124524 members 
Entering Unmasked Estep 
Score: -12490390.000000 Penalty: 3816.693604
	Iteration 57Q: 3 clusters Score -1.249039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 124525 members 
Entering Unmasked Estep 
Score: -12490390.000000 Penalty: 3816.693604
	Iteration 58Q: 3 clusters Score -1.249039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 124527 members 
Entering Unmasked Estep 
Score: -12490383.000000 Penalty: 3816.693604
	Iteration 59Q: 3 clusters Score -1.249038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -12490388.000000 Penalty: 3816.693604
	Iteration 60F: 3 clusters Score -1.249039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 124529 members 
Entering Unmasked Estep 
Score: -12490388.000000 Penalty: 3816.693604
	Iteration 61Q: 3 clusters Score -1.249039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -12490382.000000 Penalty: 3816.693604
	Iteration 62Q: 3 clusters Score -1.249038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 124530 members 
Entering Unmasked Estep 
Score: -12490382.000000 Penalty: 3816.693604
	Iteration 63F: 3 clusters Score -1.249038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Entering Unmasked Estep 
Score: -2559549.000000 Penalty: 1652.736572
	Iteration 0F: 2 clusters Score -2559549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2542035.250000 Penalty: 3305.473145
	Iteration 0F: 3 clusters Score -2542035 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2548877.250000 Penalty: 3305.473145
	Iteration 1F: 3 clusters Score -2548877 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2549569.750000 Penalty: 3305.473145
	Iteration 2F: 3 clusters Score -2549570 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2550620.500000 Penalty: 3305.473145
	Iteration 3F: 3 clusters Score -2550620 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2552113.500000 Penalty: 3305.473145
	Iteration 4F: 3 clusters Score -2552114 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2554104.250000 Penalty: 3305.473145
	Iteration 5F: 3 clusters Score -2554104 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2556240.500000 Penalty: 3305.473145
	Iteration 6F: 3 clusters Score -2556240 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2557969.250000 Penalty: 3305.473145
	Iteration 7F: 3 clusters Score -2557969 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2558731.250000 Penalty: 3305.473145
	Iteration 8Q: 3 clusters Score -2558731 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2558944.500000 Penalty: 3305.473145
	Iteration 9Q: 3 clusters Score -2558944 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2559057.250000 Penalty: 3305.473145
	Iteration 10Q: 3 clusters Score -2559057 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2559109.000000 Penalty: 3305.473145
	Iteration 11Q: 3 clusters Score -2559109 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2559168.250000 Penalty: 3305.473145
	Iteration 12Q: 3 clusters Score -2559168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2559208.500000 Penalty: 3305.473145
	Iteration 13Q: 3 clusters Score -2559208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2559243.250000 Penalty: 3305.473145
	Iteration 14Q: 3 clusters Score -2559243 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2559265.750000 Penalty: 3305.473145
	Iteration 15Q: 3 clusters Score -2559266 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2559290.250000 Penalty: 3305.473145
	Iteration 16Q: 3 clusters Score -2559290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2559309.250000 Penalty: 3305.473145
	Iteration 17Q: 3 clusters Score -2559309 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2559321.750000 Penalty: 3305.473145
	Iteration 18Q: 3 clusters Score -2559322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2559337.500000 Penalty: 3305.473145
	Iteration 19Q: 3 clusters Score -2559338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2559347.250000 Penalty: 3305.473145
	Iteration 20F: 3 clusters Score -2559347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2559360.750000 Penalty: 3305.473145
	Iteration 21Q: 3 clusters Score -2559361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2559360.750000 Penalty: 3305.473145
	Iteration 22Q: 3 clusters Score -2559361 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2559370.500000 Penalty: 3305.473145
	Iteration 23Q: 3 clusters Score -2559370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2559375.500000 Penalty: 3305.473145
	Iteration 24Q: 3 clusters Score -2559376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2559382.500000 Penalty: 3305.473145
	Iteration 25Q: 3 clusters Score -2559382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2559389.250000 Penalty: 3305.473145
	Iteration 26Q: 3 clusters Score -2559389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2559395.500000 Penalty: 3305.473145
	Iteration 27Q: 3 clusters Score -2559396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2559393.750000 Penalty: 3305.473145
	Iteration 28Q: 3 clusters Score -2559394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2559391.500000 Penalty: 3305.473145
	Iteration 29Q: 3 clusters Score -2559392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2559393.750000 Penalty: 3305.473145
	Iteration 30Q: 3 clusters Score -2559394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2559397.000000 Penalty: 3305.473145
	Iteration 31Q: 3 clusters Score -2559397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2559402.500000 Penalty: 3305.473145
	Iteration 32Q: 3 clusters Score -2559402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2559399.000000 Penalty: 3305.473145
	Iteration 33Q: 3 clusters Score -2559399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2559399.000000 Penalty: 3305.473145
	Iteration 34Q: 3 clusters Score -2559399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2559398.500000 Penalty: 3305.473145
	Iteration 35Q: 3 clusters Score -2559398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2559397.500000 Penalty: 3305.473145
	Iteration 36Q: 3 clusters Score -2559398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2559400.500000 Penalty: 3305.473145
	Iteration 37Q: 3 clusters Score -2559400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2559399.750000 Penalty: 3305.473145
	Iteration 38Q: 3 clusters Score -2559400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2559403.250000 Penalty: 3305.473145
	Iteration 39Q: 3 clusters Score -2559403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2559412.750000 Penalty: 3305.473145
	Iteration 40F: 3 clusters Score -2559413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2559418.000000 Penalty: 3305.473145
	Iteration 41Q: 3 clusters Score -2559418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2559413.750000 Penalty: 3305.473145
	Iteration 42Q: 3 clusters Score -2559414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2559418.250000 Penalty: 3305.473145
	Iteration 43Q: 3 clusters Score -2559418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2559413.750000 Penalty: 3305.473145
	Iteration 44Q: 3 clusters Score -2559414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2559417.750000 Penalty: 3305.473145
	Iteration 45Q: 3 clusters Score -2559418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2559413.500000 Penalty: 3305.473145
	Iteration 46Q: 3 clusters Score -2559414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2559415.000000 Penalty: 3305.473145
	Iteration 47Q: 3 clusters Score -2559415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2559417.000000 Penalty: 3305.473145
	Iteration 48Q: 3 clusters Score -2559417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2559414.250000 Penalty: 3305.473145
	Iteration 49Q: 3 clusters Score -2559414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2559414.250000 Penalty: 3305.473145
	Iteration 50F: 3 clusters Score -2559414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Entering Unmasked Estep 
Score: -865788.312500 Penalty: 1475.296875
	Iteration 0F: 2 clusters Score -865788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -859439.625000 Penalty: 2950.593750
	Iteration 0F: 3 clusters Score -859439.6 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -861379.187500 Penalty: 2950.593750
	Iteration 1F: 3 clusters Score -861379.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -861674.875000 Penalty: 2950.593750
	Iteration 2F: 3 clusters Score -861674.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -861916.812500 Penalty: 2950.593750
	Iteration 3F: 3 clusters Score -861916.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -862138.062500 Penalty: 2950.593750
	Iteration 4Q: 3 clusters Score -862138.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -862382.187500 Penalty: 2950.593750
	Iteration 5F: 3 clusters Score -862382.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -862652.812500 Penalty: 2950.593750
	Iteration 6F: 3 clusters Score -862652.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -863003.125000 Penalty: 2950.593750
	Iteration 7F: 3 clusters Score -863003.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -863376.562500 Penalty: 2950.593750
	Iteration 8F: 3 clusters Score -863376.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -863722.500000 Penalty: 2950.593750
	Iteration 9F: 3 clusters Score -863722.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -864018.812500 Penalty: 2950.593750
	Iteration 10Q: 3 clusters Score -864018.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -864213.937500 Penalty: 2950.593750
	Iteration 11Q: 3 clusters Score -864213.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -864373.312500 Penalty: 2950.593750
	Iteration 12Q: 3 clusters Score -864373.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -864497.562500 Penalty: 2950.593750
	Iteration 13Q: 3 clusters Score -864497.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -864586.750000 Penalty: 2950.593750
	Iteration 14Q: 3 clusters Score -864586.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -864638.937500 Penalty: 2950.593750
	Iteration 15Q: 3 clusters Score -864638.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -864679.875000 Penalty: 2950.593750
	Iteration 16Q: 3 clusters Score -864679.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -864703.937500 Penalty: 2950.593750
	Iteration 17Q: 3 clusters Score -864703.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -864716.687500 Penalty: 2950.593750
	Iteration 18Q: 3 clusters Score -864716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -864722.312500 Penalty: 2950.593750
	Iteration 19Q: 3 clusters Score -864722.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -864727.625000 Penalty: 2950.593750
	Iteration 20F: 3 clusters Score -864727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -864730.312500 Penalty: 2950.593750
	Iteration 21Q: 3 clusters Score -864730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -864732.000000 Penalty: 2950.593750
	Iteration 22Q: 3 clusters Score -864732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -864732.812500 Penalty: 2950.593750
	Iteration 23Q: 3 clusters Score -864732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -864733.625000 Penalty: 2950.593750
	Iteration 24Q: 3 clusters Score -864733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -864734.750000 Penalty: 2950.593750
	Iteration 25Q: 3 clusters Score -864734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -864734.812500 Penalty: 2950.593750
	Iteration 26Q: 3 clusters Score -864734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -864735.625000 Penalty: 2950.593750
	Iteration 27Q: 3 clusters Score -864735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -864735.812500 Penalty: 2950.593750
	Iteration 28Q: 3 clusters Score -864735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -864736.062500 Penalty: 2950.593750
	Iteration 29Q: 3 clusters Score -864736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -864736.062500 Penalty: 2950.593750
	Iteration 30F: 3 clusters Score -864736.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Entering Unmasked Estep 
Score: -1101435.125000 Penalty: 1517.229492
	Iteration 0F: 2 clusters Score -1101435 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 5703 members 
Entering Unmasked Estep 
Score: -1093326.750000 Penalty: 3034.458984
	Iteration 0F: 3 clusters Score -1093327 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1096134.125000 Penalty: 3034.458984
	Iteration 1F: 3 clusters Score -1096134 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1096486.750000 Penalty: 3034.458984
	Iteration 2F: 3 clusters Score -1096487 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1096807.000000 Penalty: 3034.458984
	Iteration 3F: 3 clusters Score -1096807 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1097145.875000 Penalty: 3034.458984
	Iteration 4Q: 3 clusters Score -1097146 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1097556.500000 Penalty: 3034.458984
	Iteration 5F: 3 clusters Score -1097556 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1097989.500000 Penalty: 3034.458984
	Iteration 6F: 3 clusters Score -1097990 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1098376.625000 Penalty: 3034.458984
	Iteration 7F: 3 clusters Score -1098377 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1098674.750000 Penalty: 3034.458984
	Iteration 8F: 3 clusters Score -1098675 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1098881.500000 Penalty: 3034.458984
	Iteration 9Q: 3 clusters Score -1098882 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1099055.875000 Penalty: 3034.458984
	Iteration 10Q: 3 clusters Score -1099056 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1099211.750000 Penalty: 3034.458984
	Iteration 11Q: 3 clusters Score -1099212 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1099384.750000 Penalty: 3034.458984
	Iteration 12Q: 3 clusters Score -1099385 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1099533.125000 Penalty: 3034.458984
	Iteration 13Q: 3 clusters Score -1099533 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1099645.375000 Penalty: 3034.458984
	Iteration 14Q: 3 clusters Score -1099645 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1099735.750000 Penalty: 3034.458984
	Iteration 15Q: 3 clusters Score -1099736 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1099812.500000 Penalty: 3034.458984
	Iteration 16Q: 3 clusters Score -1099812 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1099876.375000 Penalty: 3034.458984
	Iteration 17Q: 3 clusters Score -1099876 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1099945.250000 Penalty: 3034.458984
	Iteration 18Q: 3 clusters Score -1099945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1099994.375000 Penalty: 3034.458984
	Iteration 19Q: 3 clusters Score -1099994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1100046.250000 Penalty: 3034.458984
	Iteration 20F: 3 clusters Score -1100046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1100099.125000 Penalty: 3034.458984
	Iteration 21Q: 3 clusters Score -1100099 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1100156.125000 Penalty: 3034.458984
	Iteration 22Q: 3 clusters Score -1100156 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1100202.500000 Penalty: 3034.458984
	Iteration 23Q: 3 clusters Score -1100202 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1100252.375000 Penalty: 3034.458984
	Iteration 24Q: 3 clusters Score -1100252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1100296.875000 Penalty: 3034.458984
	Iteration 25Q: 3 clusters Score -1100297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1100335.125000 Penalty: 3034.458984
	Iteration 26Q: 3 clusters Score -1100335 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1100366.125000 Penalty: 3034.458984
	Iteration 27Q: 3 clusters Score -1100366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1100390.500000 Penalty: 3034.458984
	Iteration 28Q: 3 clusters Score -1100390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1100420.250000 Penalty: 3034.458984
	Iteration 29Q: 3 clusters Score -1100420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1100439.875000 Penalty: 3034.458984
	Iteration 30Q: 3 clusters Score -1100440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1100459.875000 Penalty: 3034.458984
	Iteration 31Q: 3 clusters Score -1100460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1100475.000000 Penalty: 3034.458984
	Iteration 32Q: 3 clusters Score -1100475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1100493.500000 Penalty: 3034.458984
	Iteration 33Q: 3 clusters Score -1100494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1100510.875000 Penalty: 3034.458984
	Iteration 34Q: 3 clusters Score -1100511 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1100525.000000 Penalty: 3034.458984
	Iteration 35Q: 3 clusters Score -1100525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1100539.125000 Penalty: 3034.458984
	Iteration 36Q: 3 clusters Score -1100539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1100548.875000 Penalty: 3034.458984
	Iteration 37Q: 3 clusters Score -1100549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1100568.625000 Penalty: 3034.458984
	Iteration 38Q: 3 clusters Score -1100569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1100575.875000 Penalty: 3034.458984
	Iteration 39Q: 3 clusters Score -1100576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1100579.500000 Penalty: 3034.458984
	Iteration 40F: 3 clusters Score -1100580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1100587.125000 Penalty: 3034.458984
	Iteration 41Q: 3 clusters Score -1100587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1100589.625000 Penalty: 3034.458984
	Iteration 42Q: 3 clusters Score -1100590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1100588.125000 Penalty: 3034.458984
	Iteration 43Q: 3 clusters Score -1100588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1100593.000000 Penalty: 3034.458984
	Iteration 44Q: 3 clusters Score -1100593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1100592.500000 Penalty: 3034.458984
	Iteration 45Q: 3 clusters Score -1100592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1100593.750000 Penalty: 3034.458984
	Iteration 46Q: 3 clusters Score -1100594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1100596.000000 Penalty: 3034.458984
	Iteration 47Q: 3 clusters Score -1100596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1100595.500000 Penalty: 3034.458984
	Iteration 48Q: 3 clusters Score -1100596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1100594.125000 Penalty: 3034.458984
	Iteration 49Q: 3 clusters Score -1100594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1100595.500000 Penalty: 3034.458984
	Iteration 50Q: 3 clusters Score -1100596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1100600.625000 Penalty: 3034.458984
	Iteration 51Q: 3 clusters Score -1100601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1100602.875000 Penalty: 3034.458984
	Iteration 52Q: 3 clusters Score -1100603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1100605.125000 Penalty: 3034.458984
	Iteration 53Q: 3 clusters Score -1100605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1100609.000000 Penalty: 3034.458984
	Iteration 54Q: 3 clusters Score -1100609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1100608.750000 Penalty: 3034.458984
	Iteration 55Q: 3 clusters Score -1100609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1100609.375000 Penalty: 3034.458984
	Iteration 56Q: 3 clusters Score -1100609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1100609.875000 Penalty: 3034.458984
	Iteration 57Q: 3 clusters Score -1100610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1100610.125000 Penalty: 3034.458984
	Iteration 58Q: 3 clusters Score -1100610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1100611.000000 Penalty: 3034.458984
	Iteration 59Q: 3 clusters Score -1100611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1100616.000000 Penalty: 3034.458984
	Iteration 60F: 3 clusters Score -1100616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1100615.750000 Penalty: 3034.458984
	Iteration 61Q: 3 clusters Score -1100616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1100618.375000 Penalty: 3034.458984
	Iteration 62Q: 3 clusters Score -1100618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1100618.625000 Penalty: 3034.458984
	Iteration 63Q: 3 clusters Score -1100619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1100619.500000 Penalty: 3034.458984
	Iteration 64Q: 3 clusters Score -1100620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1100618.500000 Penalty: 3034.458984
	Iteration 65Q: 3 clusters Score -1100618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1100619.250000 Penalty: 3034.458984
	Iteration 66Q: 3 clusters Score -1100619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1100621.250000 Penalty: 3034.458984
	Iteration 67Q: 3 clusters Score -1100621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1100620.875000 Penalty: 3034.458984
	Iteration 68Q: 3 clusters Score -1100621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1100619.375000 Penalty: 3034.458984
	Iteration 69Q: 3 clusters Score -1100619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1100619.375000 Penalty: 3034.458984
	Iteration 70F: 3 clusters Score -1100619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Entering Unmasked Estep 
Score: -695989.125000 Penalty: 1452.255249
	Iteration 0F: 2 clusters Score -695989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -690420.812500 Penalty: 2904.510498
	Iteration 0F: 3 clusters Score -690420.8 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -692705.500000 Penalty: 2904.510498
	Iteration 1F: 3 clusters Score -692705.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -693837.500000 Penalty: 2904.510498
	Iteration 2F: 3 clusters Score -693837.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -694912.062500 Penalty: 2904.510498
	Iteration 3F: 3 clusters Score -694912.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -695511.437500 Penalty: 2904.510498
	Iteration 4F: 3 clusters Score -695511.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -695790.187500 Penalty: 2904.510498
	Iteration 5F: 3 clusters Score -695790.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -695914.687500 Penalty: 2904.510498
	Iteration 6Q: 3 clusters Score -695914.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -695987.062500 Penalty: 2904.510498
	Iteration 7Q: 3 clusters Score -695987.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -696047.375000 Penalty: 2904.510498
	Iteration 8Q: 3 clusters Score -696047.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -696130.187500 Penalty: 2904.510498
	Iteration 9Q: 3 clusters Score -696130.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -696238.875000 Penalty: 2904.510498
	Iteration 10Q: 3 clusters Score -696238.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -696347.125000 Penalty: 2904.510498
	Iteration 11Q: 3 clusters Score -696347.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -696418.125000 Penalty: 2904.510498
	Iteration 12Q: 3 clusters Score -696418.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -696449.812500 Penalty: 2904.510498
	Iteration 13Q: 3 clusters Score -696449.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -696469.437500 Penalty: 2904.510498
	Iteration 14Q: 3 clusters Score -696469.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -696478.750000 Penalty: 2904.510498
	Iteration 15Q: 3 clusters Score -696478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -696482.375000 Penalty: 2904.510498
	Iteration 16Q: 3 clusters Score -696482.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -696484.000000 Penalty: 2904.510498
	Iteration 17Q: 3 clusters Score -696484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -696483.937500 Penalty: 2904.510498
	Iteration 18Q: 3 clusters Score -696483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -696485.062500 Penalty: 2904.510498
	Iteration 19Q: 3 clusters Score -696485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -696487.375000 Penalty: 2904.510498
	Iteration 20F: 3 clusters Score -696487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -696488.062500 Penalty: 2904.510498
	Iteration 21Q: 3 clusters Score -696488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -696488.250000 Penalty: 2904.510498
	Iteration 22Q: 3 clusters Score -696488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -696486.937500 Penalty: 2904.510498
	Iteration 23Q: 3 clusters Score -696486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -696487.125000 Penalty: 2904.510498
	Iteration 24Q: 3 clusters Score -696487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -696486.937500 Penalty: 2904.510498
	Iteration 25Q: 3 clusters Score -696486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -696489.187500 Penalty: 2904.510498
	Iteration 26Q: 3 clusters Score -696489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -696488.500000 Penalty: 2904.510498
	Iteration 27Q: 3 clusters Score -696488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -696489.125000 Penalty: 2904.510498
	Iteration 28Q: 3 clusters Score -696489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -696490.562500 Penalty: 2904.510498
	Iteration 29Q: 3 clusters Score -696490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -696490.562500 Penalty: 2904.510498
	Iteration 30F: 3 clusters Score -696490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4287 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 125954 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 27788 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 20 contains 143173 members 
Mstep: Class 21 contains 80088 members 
Mstep: Class 22 contains 26314 members 
Entering Unmasked Estep 
Score: -52378400.000000 Penalty: 42929.640625
Splitting cluster 9 changes total score from -52378468.000000 to -52378400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (27788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Entering Unmasked Estep 
Score: -2748878.000000 Penalty: 1662.758423
	Iteration 0F: 2 clusters Score -2748878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2730275.750000 Penalty: 3325.516846
	Iteration 0F: 3 clusters Score -2730276 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2737607.000000 Penalty: 3325.516846
	Iteration 1F: 3 clusters Score -2737607 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2738776.000000 Penalty: 3325.516846
	Iteration 2F: 3 clusters Score -2738776 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2740422.250000 Penalty: 3325.516846
	Iteration 3F: 3 clusters Score -2740422 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2742231.250000 Penalty: 3325.516846
	Iteration 4F: 3 clusters Score -2742231 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2743594.250000 Penalty: 3325.516846
	Iteration 5F: 3 clusters Score -2743594 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2744541.250000 Penalty: 3325.516846
	Iteration 6F: 3 clusters Score -2744541 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2745181.750000 Penalty: 3325.516846
	Iteration 7Q: 3 clusters Score -2745182 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2745743.500000 Penalty: 3325.516846
	Iteration 8Q: 3 clusters Score -2745744 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2746332.750000 Penalty: 3325.516846
	Iteration 9Q: 3 clusters Score -2746333 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2746989.000000 Penalty: 3325.516846
	Iteration 10Q: 3 clusters Score -2746989 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2747692.250000 Penalty: 3325.516846
	Iteration 11Q: 3 clusters Score -2747692 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2748568.500000 Penalty: 3325.516846
	Iteration 12Q: 3 clusters Score -2748568 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2749559.750000 Penalty: 3325.516846
	Iteration 13Q: 3 clusters Score -2749560 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2750313.750000 Penalty: 3325.516846
	Iteration 14Q: 3 clusters Score -2750314 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2750812.250000 Penalty: 3325.516846
	Iteration 15Q: 3 clusters Score -2750812 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2751051.750000 Penalty: 3325.516846
	Iteration 16Q: 3 clusters Score -2751052 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2751189.750000 Penalty: 3325.516846
	Iteration 17Q: 3 clusters Score -2751190 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2751242.500000 Penalty: 3325.516846
	Iteration 18Q: 3 clusters Score -2751242 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2751272.500000 Penalty: 3325.516846
	Iteration 19Q: 3 clusters Score -2751272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2751305.000000 Penalty: 3325.516846
	Iteration 20F: 3 clusters Score -2751305 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2751319.500000 Penalty: 3325.516846
	Iteration 21Q: 3 clusters Score -2751320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2751321.250000 Penalty: 3325.516846
	Iteration 22Q: 3 clusters Score -2751321 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2751323.500000 Penalty: 3325.516846
	Iteration 23Q: 3 clusters Score -2751324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2751340.750000 Penalty: 3325.516846
	Iteration 24Q: 3 clusters Score -2751341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2751340.000000 Penalty: 3325.516846
	Iteration 25Q: 3 clusters Score -2751340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2751339.250000 Penalty: 3325.516846
	Iteration 26Q: 3 clusters Score -2751339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2751342.500000 Penalty: 3325.516846
	Iteration 27Q: 3 clusters Score -2751342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2751341.250000 Penalty: 3325.516846
	Iteration 28Q: 3 clusters Score -2751341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2751345.500000 Penalty: 3325.516846
	Iteration 29Q: 3 clusters Score -2751346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2751343.000000 Penalty: 3325.516846
	Iteration 30Q: 3 clusters Score -2751343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2751339.500000 Penalty: 3325.516846
	Iteration 31Q: 3 clusters Score -2751340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2751335.500000 Penalty: 3325.516846
	Iteration 32Q: 3 clusters Score -2751336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2751338.250000 Penalty: 3325.516846
	Iteration 33Q: 3 clusters Score -2751338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2751334.750000 Penalty: 3325.516846
	Iteration 34Q: 3 clusters Score -2751335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2751335.250000 Penalty: 3325.516846
	Iteration 35Q: 3 clusters Score -2751335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2751338.500000 Penalty: 3325.516846
	Iteration 36Q: 3 clusters Score -2751338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2751336.750000 Penalty: 3325.516846
	Iteration 37Q: 3 clusters Score -2751337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2751336.750000 Penalty: 3325.516846
	Iteration 38Q: 3 clusters Score -2751337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2751336.750000 Penalty: 3325.516846
	Iteration 39Q: 3 clusters Score -2751337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2751336.750000 Penalty: 3325.516846
	Iteration 40F: 3 clusters Score -2751337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2751338.250000 Penalty: 3325.516846
	Iteration 41Q: 3 clusters Score -2751338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2751344.000000 Penalty: 3325.516846
	Iteration 42Q: 3 clusters Score -2751344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2751336.750000 Penalty: 3325.516846
	Iteration 43Q: 3 clusters Score -2751337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2751341.750000 Penalty: 3325.516846
	Iteration 44Q: 3 clusters Score -2751342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2751340.750000 Penalty: 3325.516846
	Iteration 45Q: 3 clusters Score -2751341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2751340.750000 Penalty: 3325.516846
	Iteration 46F: 3 clusters Score -2751341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 125954 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 20 contains 143173 members 
Mstep: Class 21 contains 80088 members 
Mstep: Class 22 contains 26314 members 
Entering Unmasked Estep 
Score: -52380836.000000 Penalty: 42929.640625
Splitting cluster 10 changes total score from -52378468.000000 to -52380836.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 12 (14121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Entering Unmasked Estep 
Score: -1369396.875000 Penalty: 1552.755371
	Iteration 0F: 2 clusters Score -1369397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1359488.875000 Penalty: 3105.510742
	Iteration 0F: 3 clusters Score -1359489 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1363226.500000 Penalty: 3105.510742
	Iteration 1F: 3 clusters Score -1363226 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1363753.125000 Penalty: 3105.510742
	Iteration 2F: 3 clusters Score -1363753 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1364473.250000 Penalty: 3105.510742
	Iteration 3F: 3 clusters Score -1364473 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1365448.250000 Penalty: 3105.510742
	Iteration 4F: 3 clusters Score -1365448 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1366489.875000 Penalty: 3105.510742
	Iteration 5F: 3 clusters Score -1366490 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1367368.250000 Penalty: 3105.510742
	Iteration 6F: 3 clusters Score -1367368 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1368039.625000 Penalty: 3105.510742
	Iteration 7F: 3 clusters Score -1368040 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1368468.250000 Penalty: 3105.510742
	Iteration 8Q: 3 clusters Score -1368468 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1368729.750000 Penalty: 3105.510742
	Iteration 9Q: 3 clusters Score -1368730 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1368874.750000 Penalty: 3105.510742
	Iteration 10Q: 3 clusters Score -1368875 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1368946.750000 Penalty: 3105.510742
	Iteration 11Q: 3 clusters Score -1368947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1369000.625000 Penalty: 3105.510742
	Iteration 12Q: 3 clusters Score -1369001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1369039.750000 Penalty: 3105.510742
	Iteration 13Q: 3 clusters Score -1369040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1369062.500000 Penalty: 3105.510742
	Iteration 14Q: 3 clusters Score -1369062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1369076.500000 Penalty: 3105.510742
	Iteration 15Q: 3 clusters Score -1369076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1369088.625000 Penalty: 3105.510742
	Iteration 16Q: 3 clusters Score -1369089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1369095.000000 Penalty: 3105.510742
	Iteration 17Q: 3 clusters Score -1369095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1369106.500000 Penalty: 3105.510742
	Iteration 18Q: 3 clusters Score -1369106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1369114.250000 Penalty: 3105.510742
	Iteration 19Q: 3 clusters Score -1369114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1369122.000000 Penalty: 3105.510742
	Iteration 20F: 3 clusters Score -1369122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1369129.125000 Penalty: 3105.510742
	Iteration 21Q: 3 clusters Score -1369129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1369134.500000 Penalty: 3105.510742
	Iteration 22Q: 3 clusters Score -1369134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1369146.500000 Penalty: 3105.510742
	Iteration 23Q: 3 clusters Score -1369146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1369154.750000 Penalty: 3105.510742
	Iteration 24Q: 3 clusters Score -1369155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1369166.625000 Penalty: 3105.510742
	Iteration 25Q: 3 clusters Score -1369167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1369176.250000 Penalty: 3105.510742
	Iteration 26Q: 3 clusters Score -1369176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1369178.250000 Penalty: 3105.510742
	Iteration 27Q: 3 clusters Score -1369178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1369178.750000 Penalty: 3105.510742
	Iteration 28Q: 3 clusters Score -1369179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1369180.125000 Penalty: 3105.510742
	Iteration 29Q: 3 clusters Score -1369180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1369180.125000 Penalty: 3105.510742
	Iteration 30Q: 3 clusters Score -1369180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1369182.000000 Penalty: 3105.510742
	Iteration 31Q: 3 clusters Score -1369182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1369184.000000 Penalty: 3105.510742
	Iteration 32Q: 3 clusters Score -1369184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1369186.500000 Penalty: 3105.510742
	Iteration 33Q: 3 clusters Score -1369186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1369187.000000 Penalty: 3105.510742
	Iteration 34Q: 3 clusters Score -1369187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1369185.375000 Penalty: 3105.510742
	Iteration 35Q: 3 clusters Score -1369185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1369188.500000 Penalty: 3105.510742
	Iteration 36Q: 3 clusters Score -1369188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1369188.500000 Penalty: 3105.510742
	Iteration 37F: 3 clusters Score -1369188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Entering Unmasked Estep 
Score: -411064.062500 Penalty: 1361.973145
	Iteration 0F: 2 clusters Score -411064.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -407499.625000 Penalty: 2723.946289
	Iteration 0F: 3 clusters Score -407499.6 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -408341.593750 Penalty: 2723.946289
	Iteration 1F: 3 clusters Score -408341.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -408551.062500 Penalty: 2723.946289
	Iteration 2F: 3 clusters Score -408551.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -408744.718750 Penalty: 2723.946289
	Iteration 3F: 3 clusters Score -408744.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -408935.781250 Penalty: 2723.946289
	Iteration 4F: 3 clusters Score -408935.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -409144.437500 Penalty: 2723.946289
	Iteration 5F: 3 clusters Score -409144.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -409371.781250 Penalty: 2723.946289
	Iteration 6F: 3 clusters Score -409371.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -409552.125000 Penalty: 2723.946289
	Iteration 7F: 3 clusters Score -409552.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -409689.781250 Penalty: 2723.946289
	Iteration 8Q: 3 clusters Score -409689.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -409786.437500 Penalty: 2723.946289
	Iteration 9Q: 3 clusters Score -409786.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -409848.812500 Penalty: 2723.946289
	Iteration 10Q: 3 clusters Score -409848.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -409889.875000 Penalty: 2723.946289
	Iteration 11Q: 3 clusters Score -409889.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -409916.593750 Penalty: 2723.946289
	Iteration 12Q: 3 clusters Score -409916.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -409940.718750 Penalty: 2723.946289
	Iteration 13Q: 3 clusters Score -409940.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -409956.062500 Penalty: 2723.946289
	Iteration 14Q: 3 clusters Score -409956.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -409968.687500 Penalty: 2723.946289
	Iteration 15Q: 3 clusters Score -409968.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -409980.656250 Penalty: 2723.946289
	Iteration 16Q: 3 clusters Score -409980.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -409988.781250 Penalty: 2723.946289
	Iteration 17Q: 3 clusters Score -409988.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -409997.437500 Penalty: 2723.946289
	Iteration 18Q: 3 clusters Score -409997.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -410003.250000 Penalty: 2723.946289
	Iteration 19Q: 3 clusters Score -410003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -410005.937500 Penalty: 2723.946289
	Iteration 20F: 3 clusters Score -410005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -410008.718750 Penalty: 2723.946289
	Iteration 21Q: 3 clusters Score -410008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -410008.750000 Penalty: 2723.946289
	Iteration 22Q: 3 clusters Score -410008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -410008.750000 Penalty: 2723.946289
	Iteration 23F: 3 clusters Score -410008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -503198.718750 Penalty: 1384.951294
	Iteration 0F: 2 clusters Score -503198.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -499200.812500 Penalty: 2769.902588
	Iteration 0F: 3 clusters Score -499200.8 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -500484.750000 Penalty: 2769.902588
	Iteration 1F: 3 clusters Score -500484.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -500937.531250 Penalty: 2769.902588
	Iteration 2F: 3 clusters Score -500937.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -501268.281250 Penalty: 2769.902588
	Iteration 3F: 3 clusters Score -501268.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -501567.812500 Penalty: 2769.902588
	Iteration 4F: 3 clusters Score -501567.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -501843.812500 Penalty: 2769.902588
	Iteration 5F: 3 clusters Score -501843.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -502062.500000 Penalty: 2769.902588
	Iteration 6F: 3 clusters Score -502062.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -502226.812500 Penalty: 2769.902588
	Iteration 7Q: 3 clusters Score -502226.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -502315.562500 Penalty: 2769.902588
	Iteration 8Q: 3 clusters Score -502315.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -502370.375000 Penalty: 2769.902588
	Iteration 9Q: 3 clusters Score -502370.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -502416.562500 Penalty: 2769.902588
	Iteration 10Q: 3 clusters Score -502416.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -502453.625000 Penalty: 2769.902588
	Iteration 11Q: 3 clusters Score -502453.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -502494.531250 Penalty: 2769.902588
	Iteration 12Q: 3 clusters Score -502494.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -502522.281250 Penalty: 2769.902588
	Iteration 13Q: 3 clusters Score -502522.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -502554.968750 Penalty: 2769.902588
	Iteration 14Q: 3 clusters Score -502555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -502590.062500 Penalty: 2769.902588
	Iteration 15Q: 3 clusters Score -502590.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -502608.656250 Penalty: 2769.902588
	Iteration 16Q: 3 clusters Score -502608.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -502619.906250 Penalty: 2769.902588
	Iteration 17Q: 3 clusters Score -502619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -502631.156250 Penalty: 2769.902588
	Iteration 18Q: 3 clusters Score -502631.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -502641.687500 Penalty: 2769.902588
	Iteration 19Q: 3 clusters Score -502641.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -502651.187500 Penalty: 2769.902588
	Iteration 20F: 3 clusters Score -502651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -502658.468750 Penalty: 2769.902588
	Iteration 21Q: 3 clusters Score -502658.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -502669.093750 Penalty: 2769.902588
	Iteration 22Q: 3 clusters Score -502669.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -502675.031250 Penalty: 2769.902588
	Iteration 23Q: 3 clusters Score -502675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -502682.593750 Penalty: 2769.902588
	Iteration 24Q: 3 clusters Score -502682.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -502690.656250 Penalty: 2769.902588
	Iteration 25Q: 3 clusters Score -502690.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -502702.312500 Penalty: 2769.902588
	Iteration 26Q: 3 clusters Score -502702.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -502710.281250 Penalty: 2769.902588
	Iteration 27Q: 3 clusters Score -502710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -502714.968750 Penalty: 2769.902588
	Iteration 28Q: 3 clusters Score -502715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -502720.468750 Penalty: 2769.902588
	Iteration 29Q: 3 clusters Score -502720.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -502723.781250 Penalty: 2769.902588
	Iteration 30Q: 3 clusters Score -502723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -502724.437500 Penalty: 2769.902588
	Iteration 31Q: 3 clusters Score -502724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -502726.093750 Penalty: 2769.902588
	Iteration 32Q: 3 clusters Score -502726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -502726.156250 Penalty: 2769.902588
	Iteration 33Q: 3 clusters Score -502726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -502727.000000 Penalty: 2769.902588
	Iteration 34Q: 3 clusters Score -502727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -502727.531250 Penalty: 2769.902588
	Iteration 35Q: 3 clusters Score -502727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -502728.625000 Penalty: 2769.902588
	Iteration 36Q: 3 clusters Score -502728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -502729.093750 Penalty: 2769.902588
	Iteration 37Q: 3 clusters Score -502729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -502728.875000 Penalty: 2769.902588
	Iteration 38Q: 3 clusters Score -502728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -502728.875000 Penalty: 2769.902588
	Iteration 39F: 3 clusters Score -502728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -364027.906250 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -364027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -360788.218750 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -360788.2 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -361561.812500 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -361561.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -361731.500000 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -361731.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -361844.531250 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -361844.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -361930.312500 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -361930.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -362004.812500 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -362004.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -362070.468750 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -362070.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -362125.937500 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -362125.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -362176.625000 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -362176.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -362216.875000 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -362216.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -362252.656250 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -362252.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -362294.593750 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -362294.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -362342.687500 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -362342.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -362381.093750 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -362381.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -362411.968750 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -362412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -362444.343750 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -362444.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -362474.687500 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -362474.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -362497.968750 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -362498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -362521.500000 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -362521.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -362547.562500 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -362547.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -362570.843750 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -362570.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -362595.781250 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -362595.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -362612.156250 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -362612.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -362626.656250 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -362626.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -362636.250000 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -362636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -362647.781250 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -362647.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -362657.250000 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -362657.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -362670.343750 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -362670.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -362680.031250 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -362680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -362688.906250 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -362688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -362694.593750 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -362694.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -362702.718750 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -362702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -362711.062500 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -362711.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -362721.500000 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -362721.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -362729.593750 Penalty: 2671.980713
	Iteration 34Q: 3 clusters Score -362729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -362732.718750 Penalty: 2671.980713
	Iteration 35Q: 3 clusters Score -362732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -362733.968750 Penalty: 2671.980713
	Iteration 36Q: 3 clusters Score -362734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -362736.375000 Penalty: 2671.980713
	Iteration 37Q: 3 clusters Score -362736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -362739.343750 Penalty: 2671.980713
	Iteration 38Q: 3 clusters Score -362739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -362741.875000 Penalty: 2671.980713
	Iteration 39Q: 3 clusters Score -362741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -362744.468750 Penalty: 2671.980713
	Iteration 40F: 3 clusters Score -362744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -362746.187500 Penalty: 2671.980713
	Iteration 41Q: 3 clusters Score -362746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -362746.000000 Penalty: 2671.980713
	Iteration 42Q: 3 clusters Score -362746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -362747.031250 Penalty: 2671.980713
	Iteration 43Q: 3 clusters Score -362747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -362747.750000 Penalty: 2671.980713
	Iteration 44Q: 3 clusters Score -362747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -362747.906250 Penalty: 2671.980713
	Iteration 45Q: 3 clusters Score -362747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -362748.093750 Penalty: 2671.980713
	Iteration 46Q: 3 clusters Score -362748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -362749.750000 Penalty: 2671.980713
	Iteration 47Q: 3 clusters Score -362749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -362749.062500 Penalty: 2671.980713
	Iteration 48Q: 3 clusters Score -362749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -362750.375000 Penalty: 2671.980713
	Iteration 49Q: 3 clusters Score -362750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -362751.312500 Penalty: 2671.980713
	Iteration 50Q: 3 clusters Score -362751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -362751.562500 Penalty: 2671.980713
	Iteration 51Q: 3 clusters Score -362751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -362751.750000 Penalty: 2671.980713
	Iteration 52Q: 3 clusters Score -362751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -362752.000000 Penalty: 2671.980713
	Iteration 53Q: 3 clusters Score -362752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -362752.937500 Penalty: 2671.980713
	Iteration 54Q: 3 clusters Score -362752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -362752.937500 Penalty: 2671.980713
	Iteration 55F: 3 clusters Score -362752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -1000384.187500 Penalty: 1498.602661
	Iteration 0F: 2 clusters Score -1000384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -993189.000000 Penalty: 2997.205322
	Iteration 0F: 3 clusters Score -993189 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -995440.437500 Penalty: 2997.205322
	Iteration 1F: 3 clusters Score -995440.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -995594.000000 Penalty: 2997.205322
	Iteration 2Q: 3 clusters Score -995594 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -995736.437500 Penalty: 2997.205322
	Iteration 3Q: 3 clusters Score -995736.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -995864.812500 Penalty: 2997.205322
	Iteration 4Q: 3 clusters Score -995864.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -995990.125000 Penalty: 2997.205322
	Iteration 5Q: 3 clusters Score -995990.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -996103.812500 Penalty: 2997.205322
	Iteration 6Q: 3 clusters Score -996103.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -996216.375000 Penalty: 2997.205322
	Iteration 7Q: 3 clusters Score -996216.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -996323.375000 Penalty: 2997.205322
	Iteration 8Q: 3 clusters Score -996323.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -996423.937500 Penalty: 2997.205322
	Iteration 9Q: 3 clusters Score -996423.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -996548.812500 Penalty: 2997.205322
	Iteration 10Q: 3 clusters Score -996548.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -996694.187500 Penalty: 2997.205322
	Iteration 11Q: 3 clusters Score -996694.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -996848.875000 Penalty: 2997.205322
	Iteration 12Q: 3 clusters Score -996848.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -997003.875000 Penalty: 2997.205322
	Iteration 13Q: 3 clusters Score -997003.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -997166.250000 Penalty: 2997.205322
	Iteration 14Q: 3 clusters Score -997166.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -997355.375000 Penalty: 2997.205322
	Iteration 15Q: 3 clusters Score -997355.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -997582.937500 Penalty: 2997.205322
	Iteration 16Q: 3 clusters Score -997582.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -997823.125000 Penalty: 2997.205322
	Iteration 17Q: 3 clusters Score -997823.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -998075.562500 Penalty: 2997.205322
	Iteration 18Q: 3 clusters Score -998075.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -998313.000000 Penalty: 2997.205322
	Iteration 19Q: 3 clusters Score -998313 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -998503.750000 Penalty: 2997.205322
	Iteration 20F: 3 clusters Score -998503.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -998644.875000 Penalty: 2997.205322
	Iteration 21Q: 3 clusters Score -998644.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -998711.187500 Penalty: 2997.205322
	Iteration 22Q: 3 clusters Score -998711.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -998751.062500 Penalty: 2997.205322
	Iteration 23Q: 3 clusters Score -998751.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -998777.250000 Penalty: 2997.205322
	Iteration 24Q: 3 clusters Score -998777.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -998795.937500 Penalty: 2997.205322
	Iteration 25Q: 3 clusters Score -998795.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -998815.625000 Penalty: 2997.205322
	Iteration 26Q: 3 clusters Score -998815.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -998828.687500 Penalty: 2997.205322
	Iteration 27Q: 3 clusters Score -998828.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -998839.937500 Penalty: 2997.205322
	Iteration 28Q: 3 clusters Score -998839.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -998845.437500 Penalty: 2997.205322
	Iteration 29Q: 3 clusters Score -998845.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -998847.625000 Penalty: 2997.205322
	Iteration 30Q: 3 clusters Score -998847.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -998846.250000 Penalty: 2997.205322
	Iteration 31Q: 3 clusters Score -998846.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -998853.750000 Penalty: 2997.205322
	Iteration 32Q: 3 clusters Score -998853.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -998855.312500 Penalty: 2997.205322
	Iteration 33Q: 3 clusters Score -998855.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -998857.250000 Penalty: 2997.205322
	Iteration 34Q: 3 clusters Score -998857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -998859.125000 Penalty: 2997.205322
	Iteration 35Q: 3 clusters Score -998859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -998861.937500 Penalty: 2997.205322
	Iteration 36Q: 3 clusters Score -998861.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -998860.625000 Penalty: 2997.205322
	Iteration 37Q: 3 clusters Score -998860.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -998862.812500 Penalty: 2997.205322
	Iteration 38Q: 3 clusters Score -998862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -998862.187500 Penalty: 2997.205322
	Iteration 39Q: 3 clusters Score -998862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -998863.437500 Penalty: 2997.205322
	Iteration 40F: 3 clusters Score -998863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -998862.562500 Penalty: 2997.205322
	Iteration 41Q: 3 clusters Score -998862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -998862.312500 Penalty: 2997.205322
	Iteration 42Q: 3 clusters Score -998862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -998863.312500 Penalty: 2997.205322
	Iteration 43Q: 3 clusters Score -998863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -998863.062500 Penalty: 2997.205322
	Iteration 44Q: 3 clusters Score -998863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -998863.937500 Penalty: 2997.205322
	Iteration 45Q: 3 clusters Score -998863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -998866.812500 Penalty: 2997.205322
	Iteration 46Q: 3 clusters Score -998866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -998867.312500 Penalty: 2997.205322
	Iteration 47Q: 3 clusters Score -998867.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -998866.937500 Penalty: 2997.205322
	Iteration 48Q: 3 clusters Score -998866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -998866.625000 Penalty: 2997.205322
	Iteration 49Q: 3 clusters Score -998866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -998866.062500 Penalty: 2997.205322
	Iteration 50Q: 3 clusters Score -998866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -998866.750000 Penalty: 2997.205322
	Iteration 51Q: 3 clusters Score -998866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -998866.750000 Penalty: 2997.205322
	Iteration 52F: 3 clusters Score -998866.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Entering Unmasked Estep 
Score: -1663304.750000 Penalty: 1577.908447
	Iteration 0F: 2 clusters Score -1663305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1651898.000000 Penalty: 3155.816895
	Iteration 0F: 3 clusters Score -1651898 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1656253.875000 Penalty: 3155.816895
	Iteration 1F: 3 clusters Score -1656254 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1656776.125000 Penalty: 3155.816895
	Iteration 2F: 3 clusters Score -1656776 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1657371.375000 Penalty: 3155.816895
	Iteration 3F: 3 clusters Score -1657371 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1658072.375000 Penalty: 3155.816895
	Iteration 4F: 3 clusters Score -1658072 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1658878.375000 Penalty: 3155.816895
	Iteration 5F: 3 clusters Score -1658878 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1659712.000000 Penalty: 3155.816895
	Iteration 6F: 3 clusters Score -1659712 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1660392.125000 Penalty: 3155.816895
	Iteration 7F: 3 clusters Score -1660392 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1660822.000000 Penalty: 3155.816895
	Iteration 8Q: 3 clusters Score -1660822 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1661060.125000 Penalty: 3155.816895
	Iteration 9Q: 3 clusters Score -1661060 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1661152.250000 Penalty: 3155.816895
	Iteration 10Q: 3 clusters Score -1661152 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1661219.500000 Penalty: 3155.816895
	Iteration 11Q: 3 clusters Score -1661220 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1661255.875000 Penalty: 3155.816895
	Iteration 12Q: 3 clusters Score -1661256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1661284.750000 Penalty: 3155.816895
	Iteration 13Q: 3 clusters Score -1661285 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1661306.875000 Penalty: 3155.816895
	Iteration 14Q: 3 clusters Score -1661307 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1661315.250000 Penalty: 3155.816895
	Iteration 15Q: 3 clusters Score -1661315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1661328.875000 Penalty: 3155.816895
	Iteration 16Q: 3 clusters Score -1661329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1661335.000000 Penalty: 3155.816895
	Iteration 17Q: 3 clusters Score -1661335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1661356.750000 Penalty: 3155.816895
	Iteration 18Q: 3 clusters Score -1661357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1661366.750000 Penalty: 3155.816895
	Iteration 19Q: 3 clusters Score -1661367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1661373.625000 Penalty: 3155.816895
	Iteration 20F: 3 clusters Score -1661374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1661378.125000 Penalty: 3155.816895
	Iteration 21Q: 3 clusters Score -1661378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1661383.000000 Penalty: 3155.816895
	Iteration 22Q: 3 clusters Score -1661383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1661385.125000 Penalty: 3155.816895
	Iteration 23Q: 3 clusters Score -1661385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1661390.375000 Penalty: 3155.816895
	Iteration 24Q: 3 clusters Score -1661390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1661397.125000 Penalty: 3155.816895
	Iteration 25Q: 3 clusters Score -1661397 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1661404.500000 Penalty: 3155.816895
	Iteration 26Q: 3 clusters Score -1661404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1661410.250000 Penalty: 3155.816895
	Iteration 27Q: 3 clusters Score -1661410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1661415.125000 Penalty: 3155.816895
	Iteration 28Q: 3 clusters Score -1661415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1661417.125000 Penalty: 3155.816895
	Iteration 29Q: 3 clusters Score -1661417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1661417.625000 Penalty: 3155.816895
	Iteration 30Q: 3 clusters Score -1661418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1661418.875000 Penalty: 3155.816895
	Iteration 31Q: 3 clusters Score -1661419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1661421.125000 Penalty: 3155.816895
	Iteration 32Q: 3 clusters Score -1661421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1661422.000000 Penalty: 3155.816895
	Iteration 33Q: 3 clusters Score -1661422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1661422.375000 Penalty: 3155.816895
	Iteration 34Q: 3 clusters Score -1661422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1661422.500000 Penalty: 3155.816895
	Iteration 35Q: 3 clusters Score -1661422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1661421.500000 Penalty: 3155.816895
	Iteration 36Q: 3 clusters Score -1661422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1661418.750000 Penalty: 3155.816895
	Iteration 37Q: 3 clusters Score -1661419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1661418.625000 Penalty: 3155.816895
	Iteration 38Q: 3 clusters Score -1661419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1661420.750000 Penalty: 3155.816895
	Iteration 39Q: 3 clusters Score -1661421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1661420.375000 Penalty: 3155.816895
	Iteration 40F: 3 clusters Score -1661420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1661420.500000 Penalty: 3155.816895
	Iteration 41Q: 3 clusters Score -1661420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1661424.000000 Penalty: 3155.816895
	Iteration 42Q: 3 clusters Score -1661424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1661423.125000 Penalty: 3155.816895
	Iteration 43Q: 3 clusters Score -1661423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1661423.875000 Penalty: 3155.816895
	Iteration 44Q: 3 clusters Score -1661424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1661423.250000 Penalty: 3155.816895
	Iteration 45Q: 3 clusters Score -1661423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1661421.625000 Penalty: 3155.816895
	Iteration 46Q: 3 clusters Score -1661422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1661420.500000 Penalty: 3155.816895
	Iteration 47Q: 3 clusters Score -1661420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1661420.500000 Penalty: 3155.816895
	Iteration 48F: 3 clusters Score -1661420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Entering Unmasked Estep 
Score: -677095.937500 Penalty: 1444.400513
	Iteration 0F: 2 clusters Score -677095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -671695.375000 Penalty: 2888.801025
	Iteration 0F: 3 clusters Score -671695.4 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -673484.187500 Penalty: 2888.801025
	Iteration 1F: 3 clusters Score -673484.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -673822.687500 Penalty: 2888.801025
	Iteration 2F: 3 clusters Score -673822.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -674159.187500 Penalty: 2888.801025
	Iteration 3F: 3 clusters Score -674159.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -674662.750000 Penalty: 2888.801025
	Iteration 4F: 3 clusters Score -674662.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -675471.000000 Penalty: 2888.801025
	Iteration 5F: 3 clusters Score -675471 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -676527.562500 Penalty: 2888.801025
	Iteration 6F: 3 clusters Score -676527.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -677351.562500 Penalty: 2888.801025
	Iteration 7F: 3 clusters Score -677351.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -677846.562500 Penalty: 2888.801025
	Iteration 8F: 3 clusters Score -677846.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -678108.750000 Penalty: 2888.801025
	Iteration 9Q: 3 clusters Score -678108.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -678237.875000 Penalty: 2888.801025
	Iteration 10Q: 3 clusters Score -678237.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -678302.437500 Penalty: 2888.801025
	Iteration 11Q: 3 clusters Score -678302.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -678345.750000 Penalty: 2888.801025
	Iteration 12Q: 3 clusters Score -678345.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -678373.312500 Penalty: 2888.801025
	Iteration 13Q: 3 clusters Score -678373.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -678392.375000 Penalty: 2888.801025
	Iteration 14Q: 3 clusters Score -678392.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -678404.312500 Penalty: 2888.801025
	Iteration 15Q: 3 clusters Score -678404.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -678414.250000 Penalty: 2888.801025
	Iteration 16Q: 3 clusters Score -678414.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -678424.437500 Penalty: 2888.801025
	Iteration 17Q: 3 clusters Score -678424.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -678432.500000 Penalty: 2888.801025
	Iteration 18Q: 3 clusters Score -678432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -678441.500000 Penalty: 2888.801025
	Iteration 19Q: 3 clusters Score -678441.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -678449.375000 Penalty: 2888.801025
	Iteration 20F: 3 clusters Score -678449.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -678455.312500 Penalty: 2888.801025
	Iteration 21Q: 3 clusters Score -678455.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -678461.250000 Penalty: 2888.801025
	Iteration 22Q: 3 clusters Score -678461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -678463.312500 Penalty: 2888.801025
	Iteration 23Q: 3 clusters Score -678463.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -678463.937500 Penalty: 2888.801025
	Iteration 24Q: 3 clusters Score -678463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -678467.312500 Penalty: 2888.801025
	Iteration 25Q: 3 clusters Score -678467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -678467.625000 Penalty: 2888.801025
	Iteration 26Q: 3 clusters Score -678467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -678468.875000 Penalty: 2888.801025
	Iteration 27Q: 3 clusters Score -678468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -678469.625000 Penalty: 2888.801025
	Iteration 28Q: 3 clusters Score -678469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -678470.250000 Penalty: 2888.801025
	Iteration 29Q: 3 clusters Score -678470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -678470.625000 Penalty: 2888.801025
	Iteration 30Q: 3 clusters Score -678470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -678471.125000 Penalty: 2888.801025
	Iteration 31Q: 3 clusters Score -678471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -678471.125000 Penalty: 2888.801025
	Iteration 32F: 3 clusters Score -678471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 125954 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 20 contains 143173 members 
Mstep: Class 21 contains 80088 members 
Mstep: Class 22 contains 26314 members 
Entering Unmasked Estep 
Score: -52381568.000000 Penalty: 45076.125000
Splitting cluster 18 changes total score from -52378468.000000 to -52381568.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 20 (143173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143173 members 
Entering Unmasked Estep 
Score: -14104989.000000 Penalty: 1929.168945
	Iteration 0F: 2 clusters Score -1.410499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71890 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -14011290.000000 Penalty: 3858.337891
	Iteration 0F: 3 clusters Score -1.401129e+07 nChanged 69270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -14053526.000000 Penalty: 3858.337891
	Iteration 1F: 3 clusters Score -1.405353e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -14055813.000000 Penalty: 3858.337891
	Iteration 2Q: 3 clusters Score -1.405581e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -14059532.000000 Penalty: 3858.337891
	Iteration 3F: 3 clusters Score -1.405953e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99015 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -14065617.000000 Penalty: 3858.337891
	Iteration 4F: 3 clusters Score -1.406562e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -14074432.000000 Penalty: 3858.337891
	Iteration 5F: 3 clusters Score -1.407443e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120305 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -14084411.000000 Penalty: 3858.337891
	Iteration 6F: 3 clusters Score -1.408441e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -14092778.000000 Penalty: 3858.337891
	Iteration 7F: 3 clusters Score -1.409278e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133099 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -14097551.000000 Penalty: 3858.337891
	Iteration 8Q: 3 clusters Score -1.409755e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135508 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -14100072.000000 Penalty: 3858.337891
	Iteration 9Q: 3 clusters Score -1.410007e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136813 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -14101591.000000 Penalty: 3858.337891
	Iteration 10Q: 3 clusters Score -1.410159e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137582 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -14102397.000000 Penalty: 3858.337891
	Iteration 11Q: 3 clusters Score -1.41024e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -14102873.000000 Penalty: 3858.337891
	Iteration 12Q: 3 clusters Score -1.410287e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -14103296.000000 Penalty: 3858.337891
	Iteration 13Q: 3 clusters Score -1.41033e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -14103548.000000 Penalty: 3858.337891
	Iteration 14Q: 3 clusters Score -1.410355e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138886 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -14103775.000000 Penalty: 3858.337891
	Iteration 15Q: 3 clusters Score -1.410378e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139007 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -14104049.000000 Penalty: 3858.337891
	Iteration 16Q: 3 clusters Score -1.410405e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139062 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -14104280.000000 Penalty: 3858.337891
	Iteration 17Q: 3 clusters Score -1.410428e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -14104444.000000 Penalty: 3858.337891
	Iteration 18Q: 3 clusters Score -1.410444e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139057 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -14104607.000000 Penalty: 3858.337891
	Iteration 19Q: 3 clusters Score -1.410461e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139016 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -14104695.000000 Penalty: 3858.337891
	Iteration 20F: 3 clusters Score -1.41047e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138911 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -14104760.000000 Penalty: 3858.337891
	Iteration 21Q: 3 clusters Score -1.410476e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138775 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -14104843.000000 Penalty: 3858.337891
	Iteration 22Q: 3 clusters Score -1.410484e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -14104904.000000 Penalty: 3858.337891
	Iteration 23Q: 3 clusters Score -1.41049e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138518 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -14104987.000000 Penalty: 3858.337891
	Iteration 24Q: 3 clusters Score -1.410499e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -14105019.000000 Penalty: 3858.337891
	Iteration 25Q: 3 clusters Score -1.410502e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138229 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -14105077.000000 Penalty: 3858.337891
	Iteration 26Q: 3 clusters Score -1.410508e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -14105135.000000 Penalty: 3858.337891
	Iteration 27Q: 3 clusters Score -1.410514e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137955 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -14105185.000000 Penalty: 3858.337891
	Iteration 28Q: 3 clusters Score -1.410518e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -14105178.000000 Penalty: 3858.337891
	Iteration 29Q: 3 clusters Score -1.410518e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137687 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -14105213.000000 Penalty: 3858.337891
	Iteration 30Q: 3 clusters Score -1.410521e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137570 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -14105225.000000 Penalty: 3858.337891
	Iteration 31Q: 3 clusters Score -1.410522e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137452 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -14105240.000000 Penalty: 3858.337891
	Iteration 32Q: 3 clusters Score -1.410524e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -14105300.000000 Penalty: 3858.337891
	Iteration 33Q: 3 clusters Score -1.41053e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137219 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -14105289.000000 Penalty: 3858.337891
	Iteration 34Q: 3 clusters Score -1.410529e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137117 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -14105285.000000 Penalty: 3858.337891
	Iteration 35Q: 3 clusters Score -1.410528e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137005 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -14105336.000000 Penalty: 3858.337891
	Iteration 36Q: 3 clusters Score -1.410534e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -14105324.000000 Penalty: 3858.337891
	Iteration 37Q: 3 clusters Score -1.410532e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -14105353.000000 Penalty: 3858.337891
	Iteration 38Q: 3 clusters Score -1.410535e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136672 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -14105375.000000 Penalty: 3858.337891
	Iteration 39Q: 3 clusters Score -1.410538e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -14105358.000000 Penalty: 3858.337891
	Iteration 40F: 3 clusters Score -1.410536e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136428 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -14105393.000000 Penalty: 3858.337891
	Iteration 41Q: 3 clusters Score -1.410539e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136292 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -14105397.000000 Penalty: 3858.337891
	Iteration 42Q: 3 clusters Score -1.41054e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -14105411.000000 Penalty: 3858.337891
	Iteration 43Q: 3 clusters Score -1.410541e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135973 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -14105456.000000 Penalty: 3858.337891
	Iteration 44Q: 3 clusters Score -1.410546e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -14105498.000000 Penalty: 3858.337891
	Iteration 45Q: 3 clusters Score -1.41055e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135630 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -14105513.000000 Penalty: 3858.337891
	Iteration 46Q: 3 clusters Score -1.410551e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135466 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -14105529.000000 Penalty: 3858.337891
	Iteration 47Q: 3 clusters Score -1.410553e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135310 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -14105537.000000 Penalty: 3858.337891
	Iteration 48Q: 3 clusters Score -1.410554e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -14105584.000000 Penalty: 3858.337891
	Iteration 49Q: 3 clusters Score -1.410558e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135010 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -14105623.000000 Penalty: 3858.337891
	Iteration 50Q: 3 clusters Score -1.410562e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134866 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -14105663.000000 Penalty: 3858.337891
	Iteration 51Q: 3 clusters Score -1.410566e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -14105687.000000 Penalty: 3858.337891
	Iteration 52Q: 3 clusters Score -1.410569e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -14105703.000000 Penalty: 3858.337891
	Iteration 53Q: 3 clusters Score -1.41057e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -14105680.000000 Penalty: 3858.337891
	Iteration 54Q: 3 clusters Score -1.410568e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134192 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -14105691.000000 Penalty: 3858.337891
	Iteration 55Q: 3 clusters Score -1.410569e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133995 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -14105721.000000 Penalty: 3858.337891
	Iteration 56Q: 3 clusters Score -1.410572e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -14105762.000000 Penalty: 3858.337891
	Iteration 57Q: 3 clusters Score -1.410576e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133567 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -14105806.000000 Penalty: 3858.337891
	Iteration 58Q: 3 clusters Score -1.410581e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133303 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -14105859.000000 Penalty: 3858.337891
	Iteration 59Q: 3 clusters Score -1.410586e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -14105934.000000 Penalty: 3858.337891
	Iteration 60F: 3 clusters Score -1.410593e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -14106019.000000 Penalty: 3858.337891
	Iteration 61Q: 3 clusters Score -1.410602e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132261 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -14106057.000000 Penalty: 3858.337891
	Iteration 62Q: 3 clusters Score -1.410606e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -14106205.000000 Penalty: 3858.337891
	Iteration 63Q: 3 clusters Score -1.41062e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131488 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -14106326.000000 Penalty: 3858.337891
	Iteration 64Q: 3 clusters Score -1.410633e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -14106413.000000 Penalty: 3858.337891
	Iteration 65Q: 3 clusters Score -1.410641e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130691 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -14106502.000000 Penalty: 3858.337891
	Iteration 66Q: 3 clusters Score -1.41065e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130296 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -14106590.000000 Penalty: 3858.337891
	Iteration 67Q: 3 clusters Score -1.410659e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129884 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -14106622.000000 Penalty: 3858.337891
	Iteration 68Q: 3 clusters Score -1.410662e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129449 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -14106666.000000 Penalty: 3858.337891
	Iteration 69Q: 3 clusters Score -1.410667e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -14106777.000000 Penalty: 3858.337891
	Iteration 70Q: 3 clusters Score -1.410678e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -14106926.000000 Penalty: 3858.337891
	Iteration 71Q: 3 clusters Score -1.410693e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -14107009.000000 Penalty: 3858.337891
	Iteration 72Q: 3 clusters Score -1.410701e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127743 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -14107144.000000 Penalty: 3858.337891
	Iteration 73Q: 3 clusters Score -1.410714e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -14107172.000000 Penalty: 3858.337891
	Iteration 74Q: 3 clusters Score -1.410717e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -14107240.000000 Penalty: 3858.337891
	Iteration 75Q: 3 clusters Score -1.410724e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -14107291.000000 Penalty: 3858.337891
	Iteration 76Q: 3 clusters Score -1.410729e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -14107407.000000 Penalty: 3858.337891
	Iteration 77Q: 3 clusters Score -1.410741e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125435 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -14107513.000000 Penalty: 3858.337891
	Iteration 78Q: 3 clusters Score -1.410751e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125000 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -14107610.000000 Penalty: 3858.337891
	Iteration 79Q: 3 clusters Score -1.410761e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -14107684.000000 Penalty: 3858.337891
	Iteration 80F: 3 clusters Score -1.410768e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -14107744.000000 Penalty: 3858.337891
	Iteration 81Q: 3 clusters Score -1.410774e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -14107840.000000 Penalty: 3858.337891
	Iteration 82Q: 3 clusters Score -1.410784e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123280 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -14107897.000000 Penalty: 3858.337891
	Iteration 83Q: 3 clusters Score -1.41079e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122843 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -14108002.000000 Penalty: 3858.337891
	Iteration 84Q: 3 clusters Score -1.4108e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122401 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -14108012.000000 Penalty: 3858.337891
	Iteration 85Q: 3 clusters Score -1.410801e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121953 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -14108105.000000 Penalty: 3858.337891
	Iteration 86Q: 3 clusters Score -1.41081e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121547 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -14108188.000000 Penalty: 3858.337891
	Iteration 87Q: 3 clusters Score -1.410819e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -14108279.000000 Penalty: 3858.337891
	Iteration 88Q: 3 clusters Score -1.410828e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120723 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -14108405.000000 Penalty: 3858.337891
	Iteration 89Q: 3 clusters Score -1.41084e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120342 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -14108520.000000 Penalty: 3858.337891
	Iteration 90Q: 3 clusters Score -1.410852e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -14108575.000000 Penalty: 3858.337891
	Iteration 91Q: 3 clusters Score -1.410858e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -14108657.000000 Penalty: 3858.337891
	Iteration 92Q: 3 clusters Score -1.410866e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -14108724.000000 Penalty: 3858.337891
	Iteration 93Q: 3 clusters Score -1.410872e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -14108785.000000 Penalty: 3858.337891
	Iteration 94Q: 3 clusters Score -1.410878e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118754 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -14108780.000000 Penalty: 3858.337891
	Iteration 95Q: 3 clusters Score -1.410878e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118473 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -14108839.000000 Penalty: 3858.337891
	Iteration 96Q: 3 clusters Score -1.410884e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -14108903.000000 Penalty: 3858.337891
	Iteration 97Q: 3 clusters Score -1.41089e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117941 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -14108916.000000 Penalty: 3858.337891
	Iteration 98Q: 3 clusters Score -1.410892e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -14108904.000000 Penalty: 3858.337891
	Iteration 99Q: 3 clusters Score -1.41089e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117457 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -14108882.000000 Penalty: 3858.337891
	Iteration 100F: 3 clusters Score -1.410888e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -14108855.000000 Penalty: 3858.337891
	Iteration 101Q: 3 clusters Score -1.410886e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -14108887.000000 Penalty: 3858.337891
	Iteration 102Q: 3 clusters Score -1.410889e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116856 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -14108910.000000 Penalty: 3858.337891
	Iteration 103Q: 3 clusters Score -1.410891e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -14108935.000000 Penalty: 3858.337891
	Iteration 104Q: 3 clusters Score -1.410894e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -14108941.000000 Penalty: 3858.337891
	Iteration 105Q: 3 clusters Score -1.410894e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116382 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -14108950.000000 Penalty: 3858.337891
	Iteration 106Q: 3 clusters Score -1.410895e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -14108977.000000 Penalty: 3858.337891
	Iteration 107Q: 3 clusters Score -1.410898e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116165 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -14108978.000000 Penalty: 3858.337891
	Iteration 108Q: 3 clusters Score -1.410898e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116043 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -14108967.000000 Penalty: 3858.337891
	Iteration 109Q: 3 clusters Score -1.410897e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -14109007.000000 Penalty: 3858.337891
	Iteration 110Q: 3 clusters Score -1.410901e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115845 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -14109000.000000 Penalty: 3858.337891
	Iteration 111Q: 3 clusters Score -1.4109e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115737 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -14109009.000000 Penalty: 3858.337891
	Iteration 112Q: 3 clusters Score -1.410901e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -14108997.000000 Penalty: 3858.337891
	Iteration 113Q: 3 clusters Score -1.4109e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -14108999.000000 Penalty: 3858.337891
	Iteration 114Q: 3 clusters Score -1.4109e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115448 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -14108993.000000 Penalty: 3858.337891
	Iteration 115Q: 3 clusters Score -1.410899e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115369 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -14108993.000000 Penalty: 3858.337891
	Iteration 116Q: 3 clusters Score -1.410899e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115303 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -14109013.000000 Penalty: 3858.337891
	Iteration 117Q: 3 clusters Score -1.410901e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -14109011.000000 Penalty: 3858.337891
	Iteration 118Q: 3 clusters Score -1.410901e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -14108979.000000 Penalty: 3858.337891
	Iteration 119Q: 3 clusters Score -1.410898e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -14109010.000000 Penalty: 3858.337891
	Iteration 120F: 3 clusters Score -1.410901e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -14108995.000000 Penalty: 3858.337891
	Iteration 121Q: 3 clusters Score -1.4109e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -14109013.000000 Penalty: 3858.337891
	Iteration 122Q: 3 clusters Score -1.410901e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -14109026.000000 Penalty: 3858.337891
	Iteration 123Q: 3 clusters Score -1.410903e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -14109017.000000 Penalty: 3858.337891
	Iteration 124Q: 3 clusters Score -1.410902e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114779 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -14109023.000000 Penalty: 3858.337891
	Iteration 125Q: 3 clusters Score -1.410902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -14109023.000000 Penalty: 3858.337891
	Iteration 126Q: 3 clusters Score -1.410902e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114698 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -14109022.000000 Penalty: 3858.337891
	Iteration 127Q: 3 clusters Score -1.410902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -14109036.000000 Penalty: 3858.337891
	Iteration 128Q: 3 clusters Score -1.410904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114638 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -14109036.000000 Penalty: 3858.337891
	Iteration 129Q: 3 clusters Score -1.410904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -14109044.000000 Penalty: 3858.337891
	Iteration 130Q: 3 clusters Score -1.410904e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114585 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -14109045.000000 Penalty: 3858.337891
	Iteration 131Q: 3 clusters Score -1.410904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -14109046.000000 Penalty: 3858.337891
	Iteration 132Q: 3 clusters Score -1.410905e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114533 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -14109050.000000 Penalty: 3858.337891
	Iteration 133Q: 3 clusters Score -1.410905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114514 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -14109045.000000 Penalty: 3858.337891
	Iteration 134Q: 3 clusters Score -1.410904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -14109041.000000 Penalty: 3858.337891
	Iteration 135Q: 3 clusters Score -1.410904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -14109040.000000 Penalty: 3858.337891
	Iteration 136Q: 3 clusters Score -1.410904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114462 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -14109065.000000 Penalty: 3858.337891
	Iteration 137Q: 3 clusters Score -1.410906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -14109068.000000 Penalty: 3858.337891
	Iteration 138Q: 3 clusters Score -1.410907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -14109048.000000 Penalty: 3858.337891
	Iteration 139Q: 3 clusters Score -1.410905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114440 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -14109053.000000 Penalty: 3858.337891
	Iteration 140F: 3 clusters Score -1.410905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114436 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -14109047.000000 Penalty: 3858.337891
	Iteration 141Q: 3 clusters Score -1.410905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -14109054.000000 Penalty: 3858.337891
	Iteration 142Q: 3 clusters Score -1.410905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -14109054.000000 Penalty: 3858.337891
	Iteration 143Q: 3 clusters Score -1.410905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -14109057.000000 Penalty: 3858.337891
	Iteration 144Q: 3 clusters Score -1.410906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114429 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -14109062.000000 Penalty: 3858.337891
	Iteration 145Q: 3 clusters Score -1.410906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114429 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -14109062.000000 Penalty: 3858.337891
	Iteration 146F: 3 clusters Score -1.410906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 125954 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 28744 members 
Mstep: Class 20 contains 114429 members 
Mstep: Class 21 contains 80088 members 
Mstep: Class 22 contains 26314 members 
Entering Unmasked Estep 
Score: -52385624.000000 Penalty: 47222.605469
Splitting cluster 20 changes total score from -52378468.000000 to -52385624.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 21 (80088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Entering Unmasked Estep 
Score: -7940095.000000 Penalty: 1834.768188
	Iteration 0F: 2 clusters Score -7940095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -7886437.000000 Penalty: 3669.536377
	Iteration 0F: 3 clusters Score -7886437 nChanged 38122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -7908119.000000 Penalty: 3669.536377
	Iteration 1F: 3 clusters Score -7908119 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7908968.500000 Penalty: 3669.536377
	Iteration 2Q: 3 clusters Score -7908968 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -7910530.000000 Penalty: 3669.536377
	Iteration 3Q: 3 clusters Score -7910530 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -7912953.000000 Penalty: 3669.536377
	Iteration 4Q: 3 clusters Score -7912953 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -7915788.000000 Penalty: 3669.536377
	Iteration 5F: 3 clusters Score -7915788 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7919031.000000 Penalty: 3669.536377
	Iteration 6F: 3 clusters Score -7919031 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7922959.500000 Penalty: 3669.536377
	Iteration 7F: 3 clusters Score -7922960 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -7927958.000000 Penalty: 3669.536377
	Iteration 8F: 3 clusters Score -7927958 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -7933381.000000 Penalty: 3669.536377
	Iteration 9F: 3 clusters Score -7933381 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -7938057.500000 Penalty: 3669.536377
	Iteration 10F: 3 clusters Score -7938058 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -7940508.500000 Penalty: 3669.536377
	Iteration 11Q: 3 clusters Score -7940508 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -7941499.000000 Penalty: 3669.536377
	Iteration 12Q: 3 clusters Score -7941499 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -7941976.500000 Penalty: 3669.536377
	Iteration 13Q: 3 clusters Score -7941976 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -7942224.000000 Penalty: 3669.536377
	Iteration 14Q: 3 clusters Score -7942224 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -7942402.500000 Penalty: 3669.536377
	Iteration 15Q: 3 clusters Score -7942402 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -7942493.500000 Penalty: 3669.536377
	Iteration 16Q: 3 clusters Score -7942494 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -7942562.000000 Penalty: 3669.536377
	Iteration 17Q: 3 clusters Score -7942562 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -7942639.500000 Penalty: 3669.536377
	Iteration 18Q: 3 clusters Score -7942640 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -7942695.500000 Penalty: 3669.536377
	Iteration 19Q: 3 clusters Score -7942696 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -7942748.500000 Penalty: 3669.536377
	Iteration 20F: 3 clusters Score -7942748 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -7942799.500000 Penalty: 3669.536377
	Iteration 21Q: 3 clusters Score -7942800 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -7942860.500000 Penalty: 3669.536377
	Iteration 22Q: 3 clusters Score -7942860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -7942851.000000 Penalty: 3669.536377
	Iteration 23Q: 3 clusters Score -7942851 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -7942874.500000 Penalty: 3669.536377
	Iteration 24Q: 3 clusters Score -7942874 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -7942913.500000 Penalty: 3669.536377
	Iteration 25Q: 3 clusters Score -7942914 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -7942927.500000 Penalty: 3669.536377
	Iteration 26Q: 3 clusters Score -7942928 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7942923.500000 Penalty: 3669.536377
	Iteration 27Q: 3 clusters Score -7942924 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -7942940.500000 Penalty: 3669.536377
	Iteration 28Q: 3 clusters Score -7942940 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -7942973.500000 Penalty: 3669.536377
	Iteration 29Q: 3 clusters Score -7942974 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7942996.000000 Penalty: 3669.536377
	Iteration 30Q: 3 clusters Score -7942996 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -7943003.500000 Penalty: 3669.536377
	Iteration 31Q: 3 clusters Score -7943004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -7943026.000000 Penalty: 3669.536377
	Iteration 32Q: 3 clusters Score -7943026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -7943050.000000 Penalty: 3669.536377
	Iteration 33Q: 3 clusters Score -7943050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -7943042.000000 Penalty: 3669.536377
	Iteration 34Q: 3 clusters Score -7943042 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -7943046.500000 Penalty: 3669.536377
	Iteration 35Q: 3 clusters Score -7943046 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -7943045.500000 Penalty: 3669.536377
	Iteration 36Q: 3 clusters Score -7943046 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -7943065.000000 Penalty: 3669.536377
	Iteration 37Q: 3 clusters Score -7943065 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -7943109.500000 Penalty: 3669.536377
	Iteration 38Q: 3 clusters Score -7943110 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -7943155.500000 Penalty: 3669.536377
	Iteration 39Q: 3 clusters Score -7943156 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -7943165.000000 Penalty: 3669.536377
	Iteration 40F: 3 clusters Score -7943165 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -7943168.000000 Penalty: 3669.536377
	Iteration 41Q: 3 clusters Score -7943168 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -7943187.000000 Penalty: 3669.536377
	Iteration 42Q: 3 clusters Score -7943187 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -7943207.500000 Penalty: 3669.536377
	Iteration 43Q: 3 clusters Score -7943208 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -7943229.000000 Penalty: 3669.536377
	Iteration 44Q: 3 clusters Score -7943229 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -7943236.500000 Penalty: 3669.536377
	Iteration 45Q: 3 clusters Score -7943236 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -7943259.000000 Penalty: 3669.536377
	Iteration 46Q: 3 clusters Score -7943259 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -7943282.500000 Penalty: 3669.536377
	Iteration 47Q: 3 clusters Score -7943282 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -7943319.000000 Penalty: 3669.536377
	Iteration 48Q: 3 clusters Score -7943319 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -7943336.000000 Penalty: 3669.536377
	Iteration 49Q: 3 clusters Score -7943336 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -7943365.000000 Penalty: 3669.536377
	Iteration 50Q: 3 clusters Score -7943365 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -7943432.500000 Penalty: 3669.536377
	Iteration 51Q: 3 clusters Score -7943432 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -7943487.500000 Penalty: 3669.536377
	Iteration 52Q: 3 clusters Score -7943488 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -7943522.500000 Penalty: 3669.536377
	Iteration 53Q: 3 clusters Score -7943522 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7943559.000000 Penalty: 3669.536377
	Iteration 54Q: 3 clusters Score -7943559 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -7943569.500000 Penalty: 3669.536377
	Iteration 55Q: 3 clusters Score -7943570 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -7943613.500000 Penalty: 3669.536377
	Iteration 56Q: 3 clusters Score -7943614 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -7943646.000000 Penalty: 3669.536377
	Iteration 57Q: 3 clusters Score -7943646 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -7943688.500000 Penalty: 3669.536377
	Iteration 58Q: 3 clusters Score -7943688 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -7943716.000000 Penalty: 3669.536377
	Iteration 59Q: 3 clusters Score -7943716 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -7943735.500000 Penalty: 3669.536377
	Iteration 60F: 3 clusters Score -7943736 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -7943735.500000 Penalty: 3669.536377
	Iteration 61Q: 3 clusters Score -7943736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -7943743.000000 Penalty: 3669.536377
	Iteration 62Q: 3 clusters Score -7943743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 59254 members 
Entering Unmasked Estep 
Score: -7943747.000000 Penalty: 3669.536377
	Iteration 63Q: 3 clusters Score -7943747 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -7943771.000000 Penalty: 3669.536377
	Iteration 64Q: 3 clusters Score -7943771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -7943757.000000 Penalty: 3669.536377
	Iteration 65Q: 3 clusters Score -7943757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -7943771.000000 Penalty: 3669.536377
	Iteration 66Q: 3 clusters Score -7943771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -7943762.500000 Penalty: 3669.536377
	Iteration 67Q: 3 clusters Score -7943762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7943783.500000 Penalty: 3669.536377
	Iteration 68Q: 3 clusters Score -7943784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -7943775.500000 Penalty: 3669.536377
	Iteration 69Q: 3 clusters Score -7943776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -7943771.000000 Penalty: 3669.536377
	Iteration 70Q: 3 clusters Score -7943771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -7943788.000000 Penalty: 3669.536377
	Iteration 71Q: 3 clusters Score -7943788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -7943781.500000 Penalty: 3669.536377
	Iteration 72Q: 3 clusters Score -7943782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -7943800.000000 Penalty: 3669.536377
	Iteration 73Q: 3 clusters Score -7943800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -7943796.000000 Penalty: 3669.536377
	Iteration 74Q: 3 clusters Score -7943796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7943795.000000 Penalty: 3669.536377
	Iteration 75Q: 3 clusters Score -7943795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -7943805.500000 Penalty: 3669.536377
	Iteration 76Q: 3 clusters Score -7943806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -7943787.000000 Penalty: 3669.536377
	Iteration 77Q: 3 clusters Score -7943787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -7943800.000000 Penalty: 3669.536377
	Iteration 78Q: 3 clusters Score -7943800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -7943814.000000 Penalty: 3669.536377
	Iteration 79Q: 3 clusters Score -7943814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -7943823.000000 Penalty: 3669.536377
	Iteration 80F: 3 clusters Score -7943823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -7943818.000000 Penalty: 3669.536377
	Iteration 81Q: 3 clusters Score -7943818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -7943826.500000 Penalty: 3669.536377
	Iteration 82Q: 3 clusters Score -7943826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -7943815.500000 Penalty: 3669.536377
	Iteration 83Q: 3 clusters Score -7943816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -7943817.000000 Penalty: 3669.536377
	Iteration 84Q: 3 clusters Score -7943817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -7943819.000000 Penalty: 3669.536377
	Iteration 85Q: 3 clusters Score -7943819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -7943819.000000 Penalty: 3669.536377
	Iteration 86Q: 3 clusters Score -7943819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -7943827.500000 Penalty: 3669.536377
	Iteration 87Q: 3 clusters Score -7943828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7943818.000000 Penalty: 3669.536377
	Iteration 88Q: 3 clusters Score -7943818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -7943809.000000 Penalty: 3669.536377
	Iteration 89Q: 3 clusters Score -7943809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -7943806.000000 Penalty: 3669.536377
	Iteration 90Q: 3 clusters Score -7943806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -7943808.500000 Penalty: 3669.536377
	Iteration 91Q: 3 clusters Score -7943808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -7943813.500000 Penalty: 3669.536377
	Iteration 92Q: 3 clusters Score -7943814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -7943814.500000 Penalty: 3669.536377
	Iteration 93Q: 3 clusters Score -7943814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -7943809.500000 Penalty: 3669.536377
	Iteration 94Q: 3 clusters Score -7943810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -7943800.000000 Penalty: 3669.536377
	Iteration 95Q: 3 clusters Score -7943800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -7943803.500000 Penalty: 3669.536377
	Iteration 96Q: 3 clusters Score -7943804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -7943813.000000 Penalty: 3669.536377
	Iteration 97Q: 3 clusters Score -7943813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -7943811.000000 Penalty: 3669.536377
	Iteration 98Q: 3 clusters Score -7943811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7943809.000000 Penalty: 3669.536377
	Iteration 99Q: 3 clusters Score -7943809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -7943792.500000 Penalty: 3669.536377
	Iteration 100F: 3 clusters Score -7943792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -7943799.000000 Penalty: 3669.536377
	Iteration 101Q: 3 clusters Score -7943799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -7943792.000000 Penalty: 3669.536377
	Iteration 102Q: 3 clusters Score -7943792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -7943794.500000 Penalty: 3669.536377
	Iteration 103Q: 3 clusters Score -7943794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -7943796.000000 Penalty: 3669.536377
	Iteration 104Q: 3 clusters Score -7943796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -7943804.000000 Penalty: 3669.536377
	Iteration 105Q: 3 clusters Score -7943804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -7943803.500000 Penalty: 3669.536377
	Iteration 106Q: 3 clusters Score -7943804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -7943807.500000 Penalty: 3669.536377
	Iteration 107Q: 3 clusters Score -7943808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -7943812.500000 Penalty: 3669.536377
	Iteration 108Q: 3 clusters Score -7943812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -7943813.000000 Penalty: 3669.536377
	Iteration 109Q: 3 clusters Score -7943813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -7943809.500000 Penalty: 3669.536377
	Iteration 110Q: 3 clusters Score -7943810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -7943809.000000 Penalty: 3669.536377
	Iteration 111Q: 3 clusters Score -7943809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -7943808.500000 Penalty: 3669.536377
	Iteration 112Q: 3 clusters Score -7943808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -7943808.000000 Penalty: 3669.536377
	Iteration 113Q: 3 clusters Score -7943808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -7943814.500000 Penalty: 3669.536377
	Iteration 114Q: 3 clusters Score -7943814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -7943809.500000 Penalty: 3669.536377
	Iteration 115Q: 3 clusters Score -7943810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -7943807.500000 Penalty: 3669.536377
	Iteration 116Q: 3 clusters Score -7943808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -7943812.500000 Penalty: 3669.536377
	Iteration 117Q: 3 clusters Score -7943812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -7943805.500000 Penalty: 3669.536377
	Iteration 118Q: 3 clusters Score -7943806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7943808.500000 Penalty: 3669.536377
	Iteration 119Q: 3 clusters Score -7943808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -7943808.500000 Penalty: 3669.536377
	Iteration 120F: 3 clusters Score -7943808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -7943803.500000 Penalty: 3669.536377
	Iteration 121Q: 3 clusters Score -7943804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -7943803.000000 Penalty: 3669.536377
	Iteration 122Q: 3 clusters Score -7943803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -7943807.000000 Penalty: 3669.536377
	Iteration 123Q: 3 clusters Score -7943807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -7943806.000000 Penalty: 3669.536377
	Iteration 124Q: 3 clusters Score -7943806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -7943807.500000 Penalty: 3669.536377
	Iteration 125Q: 3 clusters Score -7943808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -7943809.500000 Penalty: 3669.536377
	Iteration 126Q: 3 clusters Score -7943810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -7943810.000000 Penalty: 3669.536377
	Iteration 127Q: 3 clusters Score -7943810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -7943811.000000 Penalty: 3669.536377
	Iteration 128Q: 3 clusters Score -7943811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -7943813.500000 Penalty: 3669.536377
	Iteration 129Q: 3 clusters Score -7943814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -7943813.000000 Penalty: 3669.536377
	Iteration 130Q: 3 clusters Score -7943813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -7943813.000000 Penalty: 3669.536377
	Iteration 131F: 3 clusters Score -7943813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 125954 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 28744 members 
Mstep: Class 20 contains 114429 members 
Mstep: Class 21 contains 19347 members 
Mstep: Class 22 contains 26314 members 
Mstep: Class 23 contains 60741 members 
Entering Unmasked Estep 
Score: -52389044.000000 Penalty: 49369.089844
Splitting cluster 21 changes total score from -52378468.000000 to -52389044.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (26314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Entering Unmasked Estep 
Score: -2568160.250000 Penalty: 1653.901611
	Iteration 0F: 2 clusters Score -2568160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2550316.500000 Penalty: 3307.803223
	Iteration 0F: 3 clusters Score -2550316 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2557657.000000 Penalty: 3307.803223
	Iteration 1F: 3 clusters Score -2557657 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2559073.750000 Penalty: 3307.803223
	Iteration 2F: 3 clusters Score -2559074 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2560331.250000 Penalty: 3307.803223
	Iteration 3F: 3 clusters Score -2560331 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2561291.750000 Penalty: 3307.803223
	Iteration 4F: 3 clusters Score -2561292 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2562188.750000 Penalty: 3307.803223
	Iteration 5F: 3 clusters Score -2562189 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2563128.500000 Penalty: 3307.803223
	Iteration 6F: 3 clusters Score -2563128 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2564114.500000 Penalty: 3307.803223
	Iteration 7F: 3 clusters Score -2564114 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2565005.000000 Penalty: 3307.803223
	Iteration 8F: 3 clusters Score -2565005 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2565669.000000 Penalty: 3307.803223
	Iteration 9Q: 3 clusters Score -2565669 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2566167.750000 Penalty: 3307.803223
	Iteration 10Q: 3 clusters Score -2566168 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2566588.500000 Penalty: 3307.803223
	Iteration 11Q: 3 clusters Score -2566588 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2566954.500000 Penalty: 3307.803223
	Iteration 12Q: 3 clusters Score -2566954 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2567244.250000 Penalty: 3307.803223
	Iteration 13Q: 3 clusters Score -2567244 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2567533.000000 Penalty: 3307.803223
	Iteration 14Q: 3 clusters Score -2567533 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2567762.750000 Penalty: 3307.803223
	Iteration 15Q: 3 clusters Score -2567763 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2567932.750000 Penalty: 3307.803223
	Iteration 16Q: 3 clusters Score -2567933 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2568048.250000 Penalty: 3307.803223
	Iteration 17Q: 3 clusters Score -2568048 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2568126.750000 Penalty: 3307.803223
	Iteration 18Q: 3 clusters Score -2568127 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2568182.500000 Penalty: 3307.803223
	Iteration 19Q: 3 clusters Score -2568182 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2568217.750000 Penalty: 3307.803223
	Iteration 20F: 3 clusters Score -2568218 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2568257.250000 Penalty: 3307.803223
	Iteration 21Q: 3 clusters Score -2568257 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2568266.000000 Penalty: 3307.803223
	Iteration 22Q: 3 clusters Score -2568266 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2568284.250000 Penalty: 3307.803223
	Iteration 23Q: 3 clusters Score -2568284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2568297.000000 Penalty: 3307.803223
	Iteration 24Q: 3 clusters Score -2568297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2568303.250000 Penalty: 3307.803223
	Iteration 25Q: 3 clusters Score -2568303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2568306.250000 Penalty: 3307.803223
	Iteration 26Q: 3 clusters Score -2568306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2568326.000000 Penalty: 3307.803223
	Iteration 27Q: 3 clusters Score -2568326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2568320.500000 Penalty: 3307.803223
	Iteration 28Q: 3 clusters Score -2568320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2568331.000000 Penalty: 3307.803223
	Iteration 29Q: 3 clusters Score -2568331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2568342.250000 Penalty: 3307.803223
	Iteration 30Q: 3 clusters Score -2568342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2568339.750000 Penalty: 3307.803223
	Iteration 31Q: 3 clusters Score -2568340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2568338.500000 Penalty: 3307.803223
	Iteration 32Q: 3 clusters Score -2568338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2568343.250000 Penalty: 3307.803223
	Iteration 33Q: 3 clusters Score -2568343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2568349.000000 Penalty: 3307.803223
	Iteration 34Q: 3 clusters Score -2568349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2568356.250000 Penalty: 3307.803223
	Iteration 35Q: 3 clusters Score -2568356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2568356.250000 Penalty: 3307.803223
	Iteration 36Q: 3 clusters Score -2568356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2568357.500000 Penalty: 3307.803223
	Iteration 37Q: 3 clusters Score -2568358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2568360.250000 Penalty: 3307.803223
	Iteration 38Q: 3 clusters Score -2568360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2568354.500000 Penalty: 3307.803223
	Iteration 39Q: 3 clusters Score -2568354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2568361.750000 Penalty: 3307.803223
	Iteration 40F: 3 clusters Score -2568362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2568361.500000 Penalty: 3307.803223
	Iteration 41Q: 3 clusters Score -2568362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2568363.250000 Penalty: 3307.803223
	Iteration 42Q: 3 clusters Score -2568363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2568362.750000 Penalty: 3307.803223
	Iteration 43Q: 3 clusters Score -2568363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2568371.000000 Penalty: 3307.803223
	Iteration 44Q: 3 clusters Score -2568371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2568372.250000 Penalty: 3307.803223
	Iteration 45Q: 3 clusters Score -2568372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2568375.500000 Penalty: 3307.803223
	Iteration 46Q: 3 clusters Score -2568376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2568379.500000 Penalty: 3307.803223
	Iteration 47Q: 3 clusters Score -2568380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2568386.000000 Penalty: 3307.803223
	Iteration 48Q: 3 clusters Score -2568386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2568386.250000 Penalty: 3307.803223
	Iteration 49Q: 3 clusters Score -2568386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2568390.750000 Penalty: 3307.803223
	Iteration 50Q: 3 clusters Score -2568391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2568394.250000 Penalty: 3307.803223
	Iteration 51Q: 3 clusters Score -2568394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2568399.000000 Penalty: 3307.803223
	Iteration 52Q: 3 clusters Score -2568399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2568400.000000 Penalty: 3307.803223
	Iteration 53Q: 3 clusters Score -2568400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2568400.500000 Penalty: 3307.803223
	Iteration 54Q: 3 clusters Score -2568400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2568402.000000 Penalty: 3307.803223
	Iteration 55Q: 3 clusters Score -2568402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2568396.750000 Penalty: 3307.803223
	Iteration 56Q: 3 clusters Score -2568397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2568399.000000 Penalty: 3307.803223
	Iteration 57Q: 3 clusters Score -2568399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2568393.750000 Penalty: 3307.803223
	Iteration 58Q: 3 clusters Score -2568394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2568393.000000 Penalty: 3307.803223
	Iteration 59Q: 3 clusters Score -2568393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2568390.250000 Penalty: 3307.803223
	Iteration 60F: 3 clusters Score -2568390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2568389.500000 Penalty: 3307.803223
	Iteration 61Q: 3 clusters Score -2568390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2568390.500000 Penalty: 3307.803223
	Iteration 62Q: 3 clusters Score -2568390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2568390.250000 Penalty: 3307.803223
	Iteration 63Q: 3 clusters Score -2568390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2568392.000000 Penalty: 3307.803223
	Iteration 64Q: 3 clusters Score -2568392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2568387.000000 Penalty: 3307.803223
	Iteration 65Q: 3 clusters Score -2568387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2568392.000000 Penalty: 3307.803223
	Iteration 66Q: 3 clusters Score -2568392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2568388.000000 Penalty: 3307.803223
	Iteration 67Q: 3 clusters Score -2568388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2568389.000000 Penalty: 3307.803223
	Iteration 68Q: 3 clusters Score -2568389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2568392.500000 Penalty: 3307.803223
	Iteration 69Q: 3 clusters Score -2568392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2568397.000000 Penalty: 3307.803223
	Iteration 70Q: 3 clusters Score -2568397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2568392.250000 Penalty: 3307.803223
	Iteration 71Q: 3 clusters Score -2568392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2568388.750000 Penalty: 3307.803223
	Iteration 72Q: 3 clusters Score -2568389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2568391.500000 Penalty: 3307.803223
	Iteration 73Q: 3 clusters Score -2568392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2568389.750000 Penalty: 3307.803223
	Iteration 74Q: 3 clusters Score -2568390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2568389.000000 Penalty: 3307.803223
	Iteration 75Q: 3 clusters Score -2568389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2568387.500000 Penalty: 3307.803223
	Iteration 76Q: 3 clusters Score -2568388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2568387.500000 Penalty: 3307.803223
	Iteration 77F: 3 clusters Score -2568388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 125954 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 19 contains 28744 members 
Mstep: Class 20 contains 114429 members 
Mstep: Class 21 contains 19347 members 
Mstep: Class 22 contains 10906 members 
Mstep: Class 23 contains 60741 members 
Mstep: Class 24 contains 15408 members 
Entering Unmasked Estep 
Score: -52388976.000000 Penalty: 51515.570312
Splitting cluster 22 changes total score from -52378468.000000 to -52388976.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 3 contains 10871 members 
Mstep: Class 4 contains 14745 members 
Mstep: Class 5 contains 125954 members 
Mstep: Class 6 contains 26126 members 
Mstep: Class 7 contains 8767 members 
Mstep: Class 8 contains 11348 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 12399 members 
Mstep: Class 12 contains 14121 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 5028 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 16485 members 
Mstep: Class 18 contains 808 members 
Mstep: Class 20 contains 114429 members 
Mstep: Class 21 contains 19347 members 
Mstep: Class 22 contains 10906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52396036.000000 Penalty: 51515.570312
Iteration 39Q: 25 clusters Score -5.239604e+07 nChanged 13319
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15199 members 
Mstep: Class 3 contains 10958 members 
Mstep: Class 4 contains 15139 members 
Mstep: Class 5 contains 126742 members 
Mstep: Class 6 contains 26555 members 
Mstep: Class 7 contains 8936 members 
Mstep: Class 8 contains 11321 members 
Mstep: Class 9 contains 7673 members 
Mstep: Class 10 contains 12423 members 
Mstep: Class 11 contains 6414 members 
Mstep: Class 12 contains 14055 members 
Mstep: Class 13 contains 4288 members 
Mstep: Class 14 contains 5254 members 
Mstep: Class 15 contains 3823 members 
Mstep: Class 16 contains 10215 members 
Mstep: Class 17 contains 16392 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 28955 members 
Mstep: Class 20 contains 114130 members 
Mstep: Class 21 contains 19228 members 
Mstep: Class 22 contains 11012 members 
Mstep: Class 23 contains 59520 members 
Mstep: Class 24 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52401116.000000 Penalty: 51515.570312
Iteration 40F: 25 clusters Score -5.240112e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15825 members 
Mstep: Class 3 contains 10823 members 
Mstep: Class 4 contains 15119 members 
Mstep: Class 5 contains 126479 members 
Mstep: Class 6 contains 27251 members 
Mstep: Class 7 contains 8934 members 
Mstep: Class 8 contains 11077 members 
Mstep: Class 9 contains 7227 members 
Mstep: Class 10 contains 12324 members 
Mstep: Class 11 contains 6422 members 
Mstep: Class 12 contains 13961 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 3623 members 
Mstep: Class 16 contains 10141 members 
Mstep: Class 17 contains 16218 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 19 contains 29323 members 
Mstep: Class 20 contains 112922 members 
Mstep: Class 21 contains 19157 members 
Mstep: Class 22 contains 10981 members 
Mstep: Class 23 contains 60361 members 
Mstep: Class 24 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403552.000000 Penalty: 51515.570312
Iteration 41Q: 25 clusters Score -5.240355e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16226 members 
Mstep: Class 3 contains 10759 members 
Mstep: Class 4 contains 15152 members 
Mstep: Class 5 contains 126314 members 
Mstep: Class 6 contains 27661 members 
Mstep: Class 7 contains 8953 members 
Mstep: Class 8 contains 10921 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 13899 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 15 contains 3480 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 16020 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 29846 members 
Mstep: Class 20 contains 111919 members 
Mstep: Class 21 contains 19206 members 
Mstep: Class 22 contains 11005 members 
Mstep: Class 23 contains 60837 members 
Mstep: Class 24 contains 15178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404624.000000 Penalty: 51515.570312
Iteration 42Q: 25 clusters Score -5.240462e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16554 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 15152 members 
Mstep: Class 5 contains 126128 members 
Mstep: Class 6 contains 27951 members 
Mstep: Class 7 contains 8947 members 
Mstep: Class 8 contains 10794 members 
Mstep: Class 9 contains 6632 members 
Mstep: Class 10 contains 12246 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 13 contains 3995 members 
Mstep: Class 14 contains 5678 members 
Mstep: Class 15 contains 3350 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 15789 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 30387 members 
Mstep: Class 20 contains 111202 members 
Mstep: Class 21 contains 19258 members 
Mstep: Class 22 contains 11056 members 
Mstep: Class 23 contains 61144 members 
Mstep: Class 24 contains 15314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405232.000000 Penalty: 51515.570312
Iteration 43Q: 25 clusters Score -5.240523e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16797 members 
Mstep: Class 3 contains 10745 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 125949 members 
Mstep: Class 6 contains 28174 members 
Mstep: Class 7 contains 8931 members 
Mstep: Class 8 contains 10675 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 13863 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 5749 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 9973 members 
Mstep: Class 17 contains 15550 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 30933 members 
Mstep: Class 20 contains 110605 members 
Mstep: Class 21 contains 19302 members 
Mstep: Class 22 contains 11111 members 
Mstep: Class 23 contains 61330 members 
Mstep: Class 24 contains 15457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405688.000000 Penalty: 51515.570312
Iteration 44Q: 25 clusters Score -5.240569e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16994 members 
Mstep: Class 3 contains 10791 members 
Mstep: Class 4 contains 15154 members 
Mstep: Class 5 contains 125770 members 
Mstep: Class 6 contains 28335 members 
Mstep: Class 7 contains 8909 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 6304 members 
Mstep: Class 10 contains 12221 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 13845 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 31471 members 
Mstep: Class 20 contains 110174 members 
Mstep: Class 21 contains 19334 members 
Mstep: Class 22 contains 11168 members 
Mstep: Class 23 contains 61457 members 
Mstep: Class 24 contains 15581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406120.000000 Penalty: 51515.570312
Iteration 45Q: 25 clusters Score -5.240612e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17159 members 
Mstep: Class 3 contains 10861 members 
Mstep: Class 4 contains 15147 members 
Mstep: Class 5 contains 125645 members 
Mstep: Class 6 contains 28454 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 10462 members 
Mstep: Class 9 contains 6210 members 
Mstep: Class 10 contains 12210 members 
Mstep: Class 11 contains 6550 members 
Mstep: Class 12 contains 13824 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 5839 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 9886 members 
Mstep: Class 17 contains 15027 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 31989 members 
Mstep: Class 20 contains 109853 members 
Mstep: Class 21 contains 19373 members 
Mstep: Class 22 contains 11215 members 
Mstep: Class 23 contains 61481 members 
Mstep: Class 24 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406332.000000 Penalty: 51515.570312
Iteration 46Q: 25 clusters Score -5.240633e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17281 members 
Mstep: Class 3 contains 10895 members 
Mstep: Class 4 contains 15157 members 
Mstep: Class 5 contains 125539 members 
Mstep: Class 6 contains 28535 members 
Mstep: Class 7 contains 8870 members 
Mstep: Class 8 contains 10376 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 12205 members 
Mstep: Class 11 contains 6557 members 
Mstep: Class 12 contains 13801 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 5875 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 9865 members 
Mstep: Class 17 contains 14765 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 32473 members 
Mstep: Class 20 contains 109637 members 
Mstep: Class 21 contains 19399 members 
Mstep: Class 22 contains 11246 members 
Mstep: Class 23 contains 61509 members 
Mstep: Class 24 contains 15765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406488.000000 Penalty: 51515.570312
Iteration 47Q: 25 clusters Score -5.240649e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17360 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 15157 members 
Mstep: Class 5 contains 125465 members 
Mstep: Class 6 contains 28592 members 
Mstep: Class 7 contains 8854 members 
Mstep: Class 8 contains 10309 members 
Mstep: Class 9 contains 6073 members 
Mstep: Class 10 contains 12193 members 
Mstep: Class 11 contains 6561 members 
Mstep: Class 12 contains 13787 members 
Mstep: Class 13 contains 3765 members 
Mstep: Class 14 contains 5915 members 
Mstep: Class 15 contains 2940 members 
Mstep: Class 16 contains 9857 members 
Mstep: Class 17 contains 14523 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 32931 members 
Mstep: Class 20 contains 109425 members 
Mstep: Class 21 contains 19420 members 
Mstep: Class 22 contains 11274 members 
Mstep: Class 23 contains 61531 members 
Mstep: Class 24 contains 15855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406476.000000 Penalty: 51515.570312
Iteration 48Q: 25 clusters Score -5.240648e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17426 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 125410 members 
Mstep: Class 6 contains 28640 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 10255 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 12184 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 13769 members 
Mstep: Class 13 contains 3728 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 9839 members 
Mstep: Class 17 contains 14285 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 33338 members 
Mstep: Class 20 contains 109251 members 
Mstep: Class 21 contains 19444 members 
Mstep: Class 22 contains 11297 members 
Mstep: Class 23 contains 61550 members 
Mstep: Class 24 contains 15944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406468.000000 Penalty: 51515.570312
Iteration 49Q: 25 clusters Score -5.240647e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 10958 members 
Mstep: Class 4 contains 15148 members 
Mstep: Class 5 contains 125359 members 
Mstep: Class 6 contains 28651 members 
Mstep: Class 7 contains 8835 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 5999 members 
Mstep: Class 10 contains 12175 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 13761 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 5993 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 9823 members 
Mstep: Class 17 contains 14044 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 33741 members 
Mstep: Class 20 contains 109113 members 
Mstep: Class 21 contains 19466 members 
Mstep: Class 22 contains 11316 members 
Mstep: Class 23 contains 61556 members 
Mstep: Class 24 contains 16048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406600.000000 Penalty: 51515.570312
Iteration 50Q: 25 clusters Score -5.24066e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17520 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 15137 members 
Mstep: Class 5 contains 125328 members 
Mstep: Class 6 contains 28664 members 
Mstep: Class 7 contains 8832 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 12168 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 13754 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 9809 members 
Mstep: Class 17 contains 13817 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 34105 members 
Mstep: Class 20 contains 108978 members 
Mstep: Class 21 contains 19478 members 
Mstep: Class 22 contains 11332 members 
Mstep: Class 23 contains 61563 members 
Mstep: Class 24 contains 16153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406656.000000 Penalty: 51515.570312
Iteration 51Q: 25 clusters Score -5.240666e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17556 members 
Mstep: Class 3 contains 10982 members 
Mstep: Class 4 contains 15131 members 
Mstep: Class 5 contains 125309 members 
Mstep: Class 6 contains 28673 members 
Mstep: Class 7 contains 8829 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 12162 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 6036 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 9796 members 
Mstep: Class 17 contains 13638 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 34424 members 
Mstep: Class 20 contains 108858 members 
Mstep: Class 21 contains 19485 members 
Mstep: Class 22 contains 11343 members 
Mstep: Class 23 contains 61573 members 
Mstep: Class 24 contains 16255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406608.000000 Penalty: 51515.570312
Iteration 52Q: 25 clusters Score -5.240661e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17580 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 15134 members 
Mstep: Class 5 contains 125290 members 
Mstep: Class 6 contains 28705 members 
Mstep: Class 7 contains 8818 members 
Mstep: Class 8 contains 10053 members 
Mstep: Class 9 contains 5952 members 
Mstep: Class 10 contains 12157 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 13728 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 9790 members 
Mstep: Class 17 contains 13481 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 34679 members 
Mstep: Class 20 contains 108763 members 
Mstep: Class 21 contains 19485 members 
Mstep: Class 22 contains 11358 members 
Mstep: Class 23 contains 61570 members 
Mstep: Class 24 contains 16347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406680.000000 Penalty: 51515.570312
Iteration 53Q: 25 clusters Score -5.240668e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17601 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 15141 members 
Mstep: Class 5 contains 125275 members 
Mstep: Class 6 contains 28712 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 5948 members 
Mstep: Class 10 contains 12152 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 13 contains 3619 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 9783 members 
Mstep: Class 17 contains 13344 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 34907 members 
Mstep: Class 20 contains 108667 members 
Mstep: Class 21 contains 19495 members 
Mstep: Class 22 contains 11379 members 
Mstep: Class 23 contains 61576 members 
Mstep: Class 24 contains 16420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406680.000000 Penalty: 51515.570312
Iteration 54Q: 25 clusters Score -5.240668e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17614 members 
Mstep: Class 3 contains 10985 members 
Mstep: Class 4 contains 15141 members 
Mstep: Class 5 contains 125267 members 
Mstep: Class 6 contains 28727 members 
Mstep: Class 7 contains 8791 members 
Mstep: Class 8 contains 9984 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 12152 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 13716 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 6084 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 9778 members 
Mstep: Class 17 contains 13213 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 35108 members 
Mstep: Class 20 contains 108589 members 
Mstep: Class 21 contains 19498 members 
Mstep: Class 22 contains 11398 members 
Mstep: Class 23 contains 61595 members 
Mstep: Class 24 contains 16496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406692.000000 Penalty: 51515.570312
Iteration 55Q: 25 clusters Score -5.240669e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17630 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 15134 members 
Mstep: Class 5 contains 125270 members 
Mstep: Class 6 contains 28740 members 
Mstep: Class 7 contains 8784 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 5932 members 
Mstep: Class 10 contains 12147 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 13714 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 9770 members 
Mstep: Class 17 contains 13106 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 35265 members 
Mstep: Class 20 contains 108551 members 
Mstep: Class 21 contains 19501 members 
Mstep: Class 22 contains 11416 members 
Mstep: Class 23 contains 61599 members 
Mstep: Class 24 contains 16563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406724.000000 Penalty: 51515.570312
Iteration 56Q: 25 clusters Score -5.240672e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17647 members 
Mstep: Class 3 contains 10961 members 
Mstep: Class 4 contains 15127 members 
Mstep: Class 5 contains 125270 members 
Mstep: Class 6 contains 28748 members 
Mstep: Class 7 contains 8771 members 
Mstep: Class 8 contains 9925 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 12145 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 13707 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 6108 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 9756 members 
Mstep: Class 17 contains 13027 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 35412 members 
Mstep: Class 20 contains 108509 members 
Mstep: Class 21 contains 19506 members 
Mstep: Class 22 contains 11429 members 
Mstep: Class 23 contains 61590 members 
Mstep: Class 24 contains 16622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406776.000000 Penalty: 51515.570312
Iteration 57Q: 25 clusters Score -5.240678e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17662 members 
Mstep: Class 3 contains 10957 members 
Mstep: Class 4 contains 15125 members 
Mstep: Class 5 contains 125267 members 
Mstep: Class 6 contains 28752 members 
Mstep: Class 7 contains 8761 members 
Mstep: Class 8 contains 9891 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 12143 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 13706 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 14 contains 6115 members 
Mstep: Class 15 contains 2281 members 
Mstep: Class 16 contains 9746 members 
Mstep: Class 17 contains 12949 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 35543 members 
Mstep: Class 20 contains 108479 members 
Mstep: Class 21 contains 19514 members 
Mstep: Class 22 contains 11441 members 
Mstep: Class 23 contains 61589 members 
Mstep: Class 24 contains 16687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406752.000000 Penalty: 51515.570312
Iteration 58Q: 25 clusters Score -5.240675e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17681 members 
Mstep: Class 3 contains 10957 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 125263 members 
Mstep: Class 6 contains 28758 members 
Mstep: Class 7 contains 8754 members 
Mstep: Class 8 contains 9865 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 12138 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 13701 members 
Mstep: Class 13 contains 3589 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 16 contains 9731 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 35672 members 
Mstep: Class 20 contains 108457 members 
Mstep: Class 21 contains 19522 members 
Mstep: Class 22 contains 11446 members 
Mstep: Class 23 contains 61581 members 
Mstep: Class 24 contains 16770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406888.000000 Penalty: 51515.570312
Iteration 59Q: 25 clusters Score -5.240689e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17697 members 
Mstep: Class 3 contains 10957 members 
Mstep: Class 4 contains 15105 members 
Mstep: Class 5 contains 125260 members 
Mstep: Class 6 contains 28768 members 
Mstep: Class 7 contains 8743 members 
Mstep: Class 8 contains 9837 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 12134 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 13699 members 
Mstep: Class 13 contains 3583 members 
Mstep: Class 14 contains 6127 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 12801 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 35783 members 
Mstep: Class 20 contains 108432 members 
Mstep: Class 21 contains 19532 members 
Mstep: Class 22 contains 11451 members 
Mstep: Class 23 contains 61575 members 
Mstep: Class 24 contains 16844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406848.000000 Penalty: 51515.570312
Iteration 60F: 25 clusters Score -5.240685e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17719 members 
Mstep: Class 3 contains 10956 members 
Mstep: Class 4 contains 15086 members 
Mstep: Class 5 contains 125260 members 
Mstep: Class 6 contains 28773 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 12131 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 13694 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 35871 members 
Mstep: Class 20 contains 108401 members 
Mstep: Class 21 contains 19539 members 
Mstep: Class 22 contains 11448 members 
Mstep: Class 23 contains 61565 members 
Mstep: Class 24 contains 16921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406920.000000 Penalty: 51515.570312
Iteration 61Q: 25 clusters Score -5.240692e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 15079 members 
Mstep: Class 5 contains 125252 members 
Mstep: Class 6 contains 28775 members 
Mstep: Class 7 contains 8736 members 
Mstep: Class 8 contains 9792 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 12131 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 13692 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 2081 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 12699 members 
Mstep: Class 18 contains 1163 members 
Mstep: Class 19 contains 35966 members 
Mstep: Class 20 contains 108370 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 22 contains 11451 members 
Mstep: Class 23 contains 61566 members 
Mstep: Class 24 contains 16974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406940.000000 Penalty: 51515.570312
Iteration 62Q: 25 clusters Score -5.240694e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17746 members 
Mstep: Class 3 contains 10941 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 125241 members 
Mstep: Class 6 contains 28775 members 
Mstep: Class 7 contains 8735 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 12128 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 13695 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 12643 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 36056 members 
Mstep: Class 20 contains 108342 members 
Mstep: Class 21 contains 19550 members 
Mstep: Class 22 contains 11451 members 
Mstep: Class 23 contains 61570 members 
Mstep: Class 24 contains 17030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407080.000000 Penalty: 51515.570312
Iteration 63Q: 25 clusters Score -5.240708e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17753 members 
Mstep: Class 3 contains 10937 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 125238 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 8731 members 
Mstep: Class 8 contains 9767 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 12125 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 13692 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 2015 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 12587 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 36142 members 
Mstep: Class 20 contains 108315 members 
Mstep: Class 21 contains 19556 members 
Mstep: Class 22 contains 11454 members 
Mstep: Class 23 contains 61576 members 
Mstep: Class 24 contains 17070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407020.000000 Penalty: 51515.570312
Iteration 64Q: 25 clusters Score -5.240702e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17755 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 125238 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 8724 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 12123 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 13687 members 
Mstep: Class 13 contains 3546 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 12529 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 36225 members 
Mstep: Class 20 contains 108305 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 11454 members 
Mstep: Class 23 contains 61588 members 
Mstep: Class 24 contains 17105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407000.000000 Penalty: 51515.570312
Iteration 65Q: 25 clusters Score -5.2407e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17767 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 15072 members 
Mstep: Class 5 contains 125247 members 
Mstep: Class 6 contains 28780 members 
Mstep: Class 7 contains 8718 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 12119 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13686 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 16 contains 9683 members 
Mstep: Class 17 contains 12482 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 36304 members 
Mstep: Class 20 contains 108291 members 
Mstep: Class 21 contains 19564 members 
Mstep: Class 22 contains 11453 members 
Mstep: Class 23 contains 61590 members 
Mstep: Class 24 contains 17134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407088.000000 Penalty: 51515.570312
Iteration 66Q: 25 clusters Score -5.240709e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17783 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 15070 members 
Mstep: Class 5 contains 125242 members 
Mstep: Class 6 contains 28780 members 
Mstep: Class 7 contains 8714 members 
Mstep: Class 8 contains 9709 members 
Mstep: Class 9 contains 5899 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13686 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 9679 members 
Mstep: Class 17 contains 12425 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 36387 members 
Mstep: Class 20 contains 108271 members 
Mstep: Class 21 contains 19568 members 
Mstep: Class 22 contains 11456 members 
Mstep: Class 23 contains 61584 members 
Mstep: Class 24 contains 17163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407052.000000 Penalty: 51515.570312
Iteration 67Q: 25 clusters Score -5.240705e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17799 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 125243 members 
Mstep: Class 6 contains 28784 members 
Mstep: Class 7 contains 8712 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 5895 members 
Mstep: Class 10 contains 12114 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 13684 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 9673 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 36480 members 
Mstep: Class 20 contains 108252 members 
Mstep: Class 21 contains 19569 members 
Mstep: Class 22 contains 11458 members 
Mstep: Class 23 contains 61574 members 
Mstep: Class 24 contains 17188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407148.000000 Penalty: 51515.570312
Iteration 68Q: 25 clusters Score -5.240715e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17817 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 15068 members 
Mstep: Class 5 contains 125245 members 
Mstep: Class 6 contains 28786 members 
Mstep: Class 7 contains 8712 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 12109 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 13684 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 9673 members 
Mstep: Class 17 contains 12290 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 36579 members 
Mstep: Class 20 contains 108235 members 
Mstep: Class 21 contains 19571 members 
Mstep: Class 22 contains 11463 members 
Mstep: Class 23 contains 61562 members 
Mstep: Class 24 contains 17204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407196.000000 Penalty: 51515.570312
Iteration 69Q: 25 clusters Score -5.24072e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17826 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 15066 members 
Mstep: Class 5 contains 125249 members 
Mstep: Class 6 contains 28781 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 12107 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13681 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 6175 members 
Mstep: Class 15 contains 1887 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 12227 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 36659 members 
Mstep: Class 20 contains 108233 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 11469 members 
Mstep: Class 23 contains 61557 members 
Mstep: Class 24 contains 17220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407192.000000 Penalty: 51515.570312
Iteration 70Q: 25 clusters Score -5.240719e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17834 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 125247 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9638 members 
Mstep: Class 9 contains 5893 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13681 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 6178 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 12175 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 36724 members 
Mstep: Class 20 contains 108232 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 11472 members 
Mstep: Class 23 contains 61555 members 
Mstep: Class 24 contains 17244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407100.000000 Penalty: 51515.570312
Iteration 71Q: 25 clusters Score -5.24071e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17835 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 125246 members 
Mstep: Class 6 contains 28778 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9618 members 
Mstep: Class 9 contains 5895 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13679 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 36793 members 
Mstep: Class 20 contains 108236 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 11470 members 
Mstep: Class 23 contains 61548 members 
Mstep: Class 24 contains 17256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407164.000000 Penalty: 51515.570312
Iteration 72Q: 25 clusters Score -5.240716e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17835 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 15060 members 
Mstep: Class 5 contains 125249 members 
Mstep: Class 6 contains 28775 members 
Mstep: Class 7 contains 8710 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 1858 members 
Mstep: Class 16 contains 9673 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 36859 members 
Mstep: Class 20 contains 108235 members 
Mstep: Class 21 contains 19580 members 
Mstep: Class 22 contains 11468 members 
Mstep: Class 23 contains 61546 members 
Mstep: Class 24 contains 17264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407124.000000 Penalty: 51515.570312
Iteration 73Q: 25 clusters Score -5.240712e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17839 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 15059 members 
Mstep: Class 5 contains 125253 members 
Mstep: Class 6 contains 28771 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 9589 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 12107 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6187 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 12035 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 36917 members 
Mstep: Class 20 contains 108230 members 
Mstep: Class 21 contains 19581 members 
Mstep: Class 22 contains 11468 members 
Mstep: Class 23 contains 61542 members 
Mstep: Class 24 contains 17272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407084.000000 Penalty: 51515.570312
Iteration 74Q: 25 clusters Score -5.240708e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17841 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 15058 members 
Mstep: Class 5 contains 125254 members 
Mstep: Class 6 contains 28767 members 
Mstep: Class 7 contains 8710 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13682 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 1834 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 11995 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 36969 members 
Mstep: Class 20 contains 108224 members 
Mstep: Class 21 contains 19582 members 
Mstep: Class 22 contains 11469 members 
Mstep: Class 23 contains 61540 members 
Mstep: Class 24 contains 17281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407128.000000 Penalty: 51515.570312
Iteration 75Q: 25 clusters Score -5.240713e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17843 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 15055 members 
Mstep: Class 5 contains 125260 members 
Mstep: Class 6 contains 28768 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9574 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13681 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 15 contains 1825 members 
Mstep: Class 16 contains 9675 members 
Mstep: Class 17 contains 11965 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37009 members 
Mstep: Class 20 contains 108218 members 
Mstep: Class 21 contains 19583 members 
Mstep: Class 22 contains 11467 members 
Mstep: Class 23 contains 61542 members 
Mstep: Class 24 contains 17293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407140.000000 Penalty: 51515.570312
Iteration 76Q: 25 clusters Score -5.240714e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17847 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 15051 members 
Mstep: Class 5 contains 125274 members 
Mstep: Class 6 contains 28769 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9570 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13677 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6194 members 
Mstep: Class 15 contains 1818 members 
Mstep: Class 16 contains 9675 members 
Mstep: Class 17 contains 11932 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37051 members 
Mstep: Class 20 contains 108210 members 
Mstep: Class 21 contains 19585 members 
Mstep: Class 22 contains 11466 members 
Mstep: Class 23 contains 61537 members 
Mstep: Class 24 contains 17295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407092.000000 Penalty: 51515.570312
Iteration 77Q: 25 clusters Score -5.240709e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17849 members 
Mstep: Class 3 contains 10944 members 
Mstep: Class 4 contains 15047 members 
Mstep: Class 5 contains 125282 members 
Mstep: Class 6 contains 28768 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9565 members 
Mstep: Class 9 contains 5890 members 
Mstep: Class 10 contains 12107 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13677 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 9677 members 
Mstep: Class 17 contains 11903 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37096 members 
Mstep: Class 20 contains 108195 members 
Mstep: Class 21 contains 19587 members 
Mstep: Class 22 contains 11469 members 
Mstep: Class 23 contains 61533 members 
Mstep: Class 24 contains 17300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407088.000000 Penalty: 51515.570312
Iteration 78Q: 25 clusters Score -5.240709e+07 nChanged 96
Entering ConstructFrom: 
Score: -52407088.000000 Penalty: 51515.570312
Entering ConstructFrom: 
Trying to split cluster 1 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -128106.062500 Penalty: 1177.418945
	Iteration 0F: 2 clusters Score -128106.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -126486.445312 Penalty: 2354.837891
	Iteration 0F: 3 clusters Score -126486.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127046.703125 Penalty: 2354.837891
	Iteration 1F: 3 clusters Score -127046.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -127406.585938 Penalty: 2354.837891
	Iteration 2F: 3 clusters Score -127406.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -127629.242188 Penalty: 2354.837891
	Iteration 3F: 3 clusters Score -127629.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -127760.031250 Penalty: 2354.837891
	Iteration 4F: 3 clusters Score -127760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -127881.171875 Penalty: 2354.837891
	Iteration 5F: 3 clusters Score -127881.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -127934.984375 Penalty: 2354.837891
	Iteration 6Q: 3 clusters Score -127935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -127957.804688 Penalty: 2354.837891
	Iteration 7Q: 3 clusters Score -127957.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -127973.398438 Penalty: 2354.837891
	Iteration 8Q: 3 clusters Score -127973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -127985.273438 Penalty: 2354.837891
	Iteration 9Q: 3 clusters Score -127985.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -127987.742188 Penalty: 2354.837891
	Iteration 10Q: 3 clusters Score -127987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -127990.789062 Penalty: 2354.837891
	Iteration 11Q: 3 clusters Score -127990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -127995.992188 Penalty: 2354.837891
	Iteration 12Q: 3 clusters Score -127996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -128000.437500 Penalty: 2354.837891
	Iteration 13Q: 3 clusters Score -128000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -128004.226562 Penalty: 2354.837891
	Iteration 14Q: 3 clusters Score -128004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -128005.562500 Penalty: 2354.837891
	Iteration 15Q: 3 clusters Score -128005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -128007.828125 Penalty: 2354.837891
	Iteration 16Q: 3 clusters Score -128007.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -128009.234375 Penalty: 2354.837891
	Iteration 17Q: 3 clusters Score -128009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -128010.468750 Penalty: 2354.837891
	Iteration 18Q: 3 clusters Score -128010.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -128010.468750 Penalty: 2354.837891
	Iteration 19F: 3 clusters Score -128010.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Entering Unmasked Estep 
Score: -1768990.500000 Penalty: 1590.854126
	Iteration 0F: 2 clusters Score -1768990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1756731.625000 Penalty: 3181.708252
	Iteration 0F: 3 clusters Score -1756732 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1761111.625000 Penalty: 3181.708252
	Iteration 1F: 3 clusters Score -1761112 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1761388.750000 Penalty: 3181.708252
	Iteration 2Q: 3 clusters Score -1761389 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1761606.750000 Penalty: 3181.708252
	Iteration 3Q: 3 clusters Score -1761607 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1761824.750000 Penalty: 3181.708252
	Iteration 4Q: 3 clusters Score -1761825 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1762045.625000 Penalty: 3181.708252
	Iteration 5Q: 3 clusters Score -1762046 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1762297.750000 Penalty: 3181.708252
	Iteration 6Q: 3 clusters Score -1762298 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1762585.250000 Penalty: 3181.708252
	Iteration 7Q: 3 clusters Score -1762585 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1762925.375000 Penalty: 3181.708252
	Iteration 8Q: 3 clusters Score -1762925 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1763291.125000 Penalty: 3181.708252
	Iteration 9Q: 3 clusters Score -1763291 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1763745.125000 Penalty: 3181.708252
	Iteration 10Q: 3 clusters Score -1763745 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1764306.250000 Penalty: 3181.708252
	Iteration 11Q: 3 clusters Score -1764306 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1764880.500000 Penalty: 3181.708252
	Iteration 12Q: 3 clusters Score -1764880 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1765433.750000 Penalty: 3181.708252
	Iteration 13Q: 3 clusters Score -1765434 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1765922.625000 Penalty: 3181.708252
	Iteration 14Q: 3 clusters Score -1765923 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1766296.000000 Penalty: 3181.708252
	Iteration 15Q: 3 clusters Score -1766296 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1766600.375000 Penalty: 3181.708252
	Iteration 16Q: 3 clusters Score -1766600 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1766856.625000 Penalty: 3181.708252
	Iteration 17Q: 3 clusters Score -1766857 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1767051.500000 Penalty: 3181.708252
	Iteration 18Q: 3 clusters Score -1767052 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1767202.375000 Penalty: 3181.708252
	Iteration 19Q: 3 clusters Score -1767202 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1767327.750000 Penalty: 3181.708252
	Iteration 20F: 3 clusters Score -1767328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1767427.500000 Penalty: 3181.708252
	Iteration 21Q: 3 clusters Score -1767428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1767493.250000 Penalty: 3181.708252
	Iteration 22Q: 3 clusters Score -1767493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1767535.750000 Penalty: 3181.708252
	Iteration 23Q: 3 clusters Score -1767536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1767573.000000 Penalty: 3181.708252
	Iteration 24Q: 3 clusters Score -1767573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1767596.625000 Penalty: 3181.708252
	Iteration 25Q: 3 clusters Score -1767597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1767612.375000 Penalty: 3181.708252
	Iteration 26Q: 3 clusters Score -1767612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1767627.625000 Penalty: 3181.708252
	Iteration 27Q: 3 clusters Score -1767628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1767642.750000 Penalty: 3181.708252
	Iteration 28Q: 3 clusters Score -1767643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1767653.375000 Penalty: 3181.708252
	Iteration 29Q: 3 clusters Score -1767653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1767665.250000 Penalty: 3181.708252
	Iteration 30Q: 3 clusters Score -1767665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1767675.625000 Penalty: 3181.708252
	Iteration 31Q: 3 clusters Score -1767676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1767685.625000 Penalty: 3181.708252
	Iteration 32Q: 3 clusters Score -1767686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1767695.250000 Penalty: 3181.708252
	Iteration 33Q: 3 clusters Score -1767695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1767697.500000 Penalty: 3181.708252
	Iteration 34Q: 3 clusters Score -1767698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1767701.000000 Penalty: 3181.708252
	Iteration 35Q: 3 clusters Score -1767701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1767699.500000 Penalty: 3181.708252
	Iteration 36Q: 3 clusters Score -1767700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1767702.000000 Penalty: 3181.708252
	Iteration 37Q: 3 clusters Score -1767702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1767701.125000 Penalty: 3181.708252
	Iteration 38Q: 3 clusters Score -1767701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1767705.250000 Penalty: 3181.708252
	Iteration 39Q: 3 clusters Score -1767705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1767703.875000 Penalty: 3181.708252
	Iteration 40F: 3 clusters Score -1767704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1767703.750000 Penalty: 3181.708252
	Iteration 41Q: 3 clusters Score -1767704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1767706.125000 Penalty: 3181.708252
	Iteration 42Q: 3 clusters Score -1767706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1767708.250000 Penalty: 3181.708252
	Iteration 43Q: 3 clusters Score -1767708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1767708.625000 Penalty: 3181.708252
	Iteration 44Q: 3 clusters Score -1767709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1767711.000000 Penalty: 3181.708252
	Iteration 45Q: 3 clusters Score -1767711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1767711.000000 Penalty: 3181.708252
	Iteration 46F: 3 clusters Score -1767711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -984106.750000 Penalty: 1511.323975
	Iteration 0F: 2 clusters Score -984106.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -976373.125000 Penalty: 3022.647949
	Iteration 0F: 3 clusters Score -976373.1 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -979097.812500 Penalty: 3022.647949
	Iteration 1F: 3 clusters Score -979097.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -979473.062500 Penalty: 3022.647949
	Iteration 2F: 3 clusters Score -979473.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -979736.500000 Penalty: 3022.647949
	Iteration 3F: 3 clusters Score -979736.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -979928.625000 Penalty: 3022.647949
	Iteration 4Q: 3 clusters Score -979928.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -980090.875000 Penalty: 3022.647949
	Iteration 5Q: 3 clusters Score -980090.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -980226.312500 Penalty: 3022.647949
	Iteration 6Q: 3 clusters Score -980226.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -980355.187500 Penalty: 3022.647949
	Iteration 7Q: 3 clusters Score -980355.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -980477.937500 Penalty: 3022.647949
	Iteration 8Q: 3 clusters Score -980477.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -980599.750000 Penalty: 3022.647949
	Iteration 9Q: 3 clusters Score -980599.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -980737.875000 Penalty: 3022.647949
	Iteration 10Q: 3 clusters Score -980737.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -980871.187500 Penalty: 3022.647949
	Iteration 11Q: 3 clusters Score -980871.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -981015.062500 Penalty: 3022.647949
	Iteration 12Q: 3 clusters Score -981015.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -981162.625000 Penalty: 3022.647949
	Iteration 13Q: 3 clusters Score -981162.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -981278.187500 Penalty: 3022.647949
	Iteration 14Q: 3 clusters Score -981278.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -981367.312500 Penalty: 3022.647949
	Iteration 15Q: 3 clusters Score -981367.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -981442.062500 Penalty: 3022.647949
	Iteration 16Q: 3 clusters Score -981442.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -981492.875000 Penalty: 3022.647949
	Iteration 17Q: 3 clusters Score -981492.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -981542.250000 Penalty: 3022.647949
	Iteration 18Q: 3 clusters Score -981542.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -981578.062500 Penalty: 3022.647949
	Iteration 19Q: 3 clusters Score -981578.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -981611.750000 Penalty: 3022.647949
	Iteration 20F: 3 clusters Score -981611.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -981642.750000 Penalty: 3022.647949
	Iteration 21Q: 3 clusters Score -981642.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -981666.750000 Penalty: 3022.647949
	Iteration 22Q: 3 clusters Score -981666.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -981688.312500 Penalty: 3022.647949
	Iteration 23Q: 3 clusters Score -981688.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -981716.312500 Penalty: 3022.647949
	Iteration 24Q: 3 clusters Score -981716.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -981743.625000 Penalty: 3022.647949
	Iteration 25Q: 3 clusters Score -981743.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -981764.875000 Penalty: 3022.647949
	Iteration 26Q: 3 clusters Score -981764.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -981787.875000 Penalty: 3022.647949
	Iteration 27Q: 3 clusters Score -981787.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -981804.687500 Penalty: 3022.647949
	Iteration 28Q: 3 clusters Score -981804.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -981819.750000 Penalty: 3022.647949
	Iteration 29Q: 3 clusters Score -981819.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -981838.687500 Penalty: 3022.647949
	Iteration 30Q: 3 clusters Score -981838.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -981854.500000 Penalty: 3022.647949
	Iteration 31Q: 3 clusters Score -981854.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -981867.812500 Penalty: 3022.647949
	Iteration 32Q: 3 clusters Score -981867.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -981886.687500 Penalty: 3022.647949
	Iteration 33Q: 3 clusters Score -981886.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -981905.562500 Penalty: 3022.647949
	Iteration 34Q: 3 clusters Score -981905.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -981923.875000 Penalty: 3022.647949
	Iteration 35Q: 3 clusters Score -981923.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -981943.625000 Penalty: 3022.647949
	Iteration 36Q: 3 clusters Score -981943.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -981963.937500 Penalty: 3022.647949
	Iteration 37Q: 3 clusters Score -981963.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -981979.937500 Penalty: 3022.647949
	Iteration 38Q: 3 clusters Score -981979.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -981995.187500 Penalty: 3022.647949
	Iteration 39Q: 3 clusters Score -981995.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -982008.125000 Penalty: 3022.647949
	Iteration 40F: 3 clusters Score -982008.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -982021.375000 Penalty: 3022.647949
	Iteration 41Q: 3 clusters Score -982021.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -982036.562500 Penalty: 3022.647949
	Iteration 42Q: 3 clusters Score -982036.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -982051.750000 Penalty: 3022.647949
	Iteration 43Q: 3 clusters Score -982051.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -982064.250000 Penalty: 3022.647949
	Iteration 44Q: 3 clusters Score -982064.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -982081.375000 Penalty: 3022.647949
	Iteration 45Q: 3 clusters Score -982081.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -982096.375000 Penalty: 3022.647949
	Iteration 46Q: 3 clusters Score -982096.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -982107.312500 Penalty: 3022.647949
	Iteration 47Q: 3 clusters Score -982107.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -982120.312500 Penalty: 3022.647949
	Iteration 48Q: 3 clusters Score -982120.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -982134.562500 Penalty: 3022.647949
	Iteration 49Q: 3 clusters Score -982134.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -982146.625000 Penalty: 3022.647949
	Iteration 50Q: 3 clusters Score -982146.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -982158.312500 Penalty: 3022.647949
	Iteration 51Q: 3 clusters Score -982158.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -982176.125000 Penalty: 3022.647949
	Iteration 52Q: 3 clusters Score -982176.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -982188.375000 Penalty: 3022.647949
	Iteration 53Q: 3 clusters Score -982188.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -982193.750000 Penalty: 3022.647949
	Iteration 54Q: 3 clusters Score -982193.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -982204.000000 Penalty: 3022.647949
	Iteration 55Q: 3 clusters Score -982204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -982210.312500 Penalty: 3022.647949
	Iteration 56Q: 3 clusters Score -982210.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -982222.500000 Penalty: 3022.647949
	Iteration 57Q: 3 clusters Score -982222.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -982231.437500 Penalty: 3022.647949
	Iteration 58Q: 3 clusters Score -982231.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -982241.250000 Penalty: 3022.647949
	Iteration 59Q: 3 clusters Score -982241.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -982248.687500 Penalty: 3022.647949
	Iteration 60F: 3 clusters Score -982248.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -982259.500000 Penalty: 3022.647949
	Iteration 61Q: 3 clusters Score -982259.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -982266.375000 Penalty: 3022.647949
	Iteration 62Q: 3 clusters Score -982266.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -982281.125000 Penalty: 3022.647949
	Iteration 63Q: 3 clusters Score -982281.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -982292.375000 Penalty: 3022.647949
	Iteration 64Q: 3 clusters Score -982292.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -982310.125000 Penalty: 3022.647949
	Iteration 65Q: 3 clusters Score -982310.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -982337.750000 Penalty: 3022.647949
	Iteration 66Q: 3 clusters Score -982337.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -982360.062500 Penalty: 3022.647949
	Iteration 67Q: 3 clusters Score -982360.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -982388.062500 Penalty: 3022.647949
	Iteration 68Q: 3 clusters Score -982388.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -982416.000000 Penalty: 3022.647949
	Iteration 69Q: 3 clusters Score -982416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -982444.875000 Penalty: 3022.647949
	Iteration 70Q: 3 clusters Score -982444.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -982475.375000 Penalty: 3022.647949
	Iteration 71Q: 3 clusters Score -982475.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -982513.312500 Penalty: 3022.647949
	Iteration 72Q: 3 clusters Score -982513.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -982550.875000 Penalty: 3022.647949
	Iteration 73Q: 3 clusters Score -982550.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -982599.062500 Penalty: 3022.647949
	Iteration 74Q: 3 clusters Score -982599.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -982641.125000 Penalty: 3022.647949
	Iteration 75Q: 3 clusters Score -982641.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -982678.125000 Penalty: 3022.647949
	Iteration 76Q: 3 clusters Score -982678.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -982704.687500 Penalty: 3022.647949
	Iteration 77Q: 3 clusters Score -982704.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -982736.312500 Penalty: 3022.647949
	Iteration 78Q: 3 clusters Score -982736.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -982769.625000 Penalty: 3022.647949
	Iteration 79Q: 3 clusters Score -982769.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -982804.312500 Penalty: 3022.647949
	Iteration 80F: 3 clusters Score -982804.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -982833.937500 Penalty: 3022.647949
	Iteration 81Q: 3 clusters Score -982833.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -982859.125000 Penalty: 3022.647949
	Iteration 82Q: 3 clusters Score -982859.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -982892.000000 Penalty: 3022.647949
	Iteration 83Q: 3 clusters Score -982892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -982924.937500 Penalty: 3022.647949
	Iteration 84Q: 3 clusters Score -982924.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -982953.062500 Penalty: 3022.647949
	Iteration 85Q: 3 clusters Score -982953.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -982975.250000 Penalty: 3022.647949
	Iteration 86Q: 3 clusters Score -982975.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -982986.500000 Penalty: 3022.647949
	Iteration 87Q: 3 clusters Score -982986.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -982990.750000 Penalty: 3022.647949
	Iteration 88Q: 3 clusters Score -982990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -982993.187500 Penalty: 3022.647949
	Iteration 89Q: 3 clusters Score -982993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -982999.937500 Penalty: 3022.647949
	Iteration 90Q: 3 clusters Score -982999.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -983005.562500 Penalty: 3022.647949
	Iteration 91Q: 3 clusters Score -983005.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -983013.250000 Penalty: 3022.647949
	Iteration 92Q: 3 clusters Score -983013.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -983016.687500 Penalty: 3022.647949
	Iteration 93Q: 3 clusters Score -983016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -983020.000000 Penalty: 3022.647949
	Iteration 94Q: 3 clusters Score -983020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -983021.312500 Penalty: 3022.647949
	Iteration 95Q: 3 clusters Score -983021.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -983025.812500 Penalty: 3022.647949
	Iteration 96Q: 3 clusters Score -983025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -983035.062500 Penalty: 3022.647949
	Iteration 97Q: 3 clusters Score -983035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -983035.062500 Penalty: 3022.647949
	Iteration 98Q: 3 clusters Score -983035.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -983040.437500 Penalty: 3022.647949
	Iteration 99Q: 3 clusters Score -983040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -983043.250000 Penalty: 3022.647949
	Iteration 100F: 3 clusters Score -983043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -983044.375000 Penalty: 3022.647949
	Iteration 101Q: 3 clusters Score -983044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -983044.375000 Penalty: 3022.647949
	Iteration 102Q: 3 clusters Score -983044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -983046.625000 Penalty: 3022.647949
	Iteration 103Q: 3 clusters Score -983046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -983048.062500 Penalty: 3022.647949
	Iteration 104Q: 3 clusters Score -983048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -983050.187500 Penalty: 3022.647949
	Iteration 105Q: 3 clusters Score -983050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -983052.062500 Penalty: 3022.647949
	Iteration 106Q: 3 clusters Score -983052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -983054.250000 Penalty: 3022.647949
	Iteration 107Q: 3 clusters Score -983054.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -983060.687500 Penalty: 3022.647949
	Iteration 108Q: 3 clusters Score -983060.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -983062.937500 Penalty: 3022.647949
	Iteration 109Q: 3 clusters Score -983062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -983065.750000 Penalty: 3022.647949
	Iteration 110Q: 3 clusters Score -983065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -983066.562500 Penalty: 3022.647949
	Iteration 111Q: 3 clusters Score -983066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -983069.187500 Penalty: 3022.647949
	Iteration 112Q: 3 clusters Score -983069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -983073.562500 Penalty: 3022.647949
	Iteration 113Q: 3 clusters Score -983073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -983073.812500 Penalty: 3022.647949
	Iteration 114Q: 3 clusters Score -983073.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -983076.375000 Penalty: 3022.647949
	Iteration 115Q: 3 clusters Score -983076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -983076.250000 Penalty: 3022.647949
	Iteration 116Q: 3 clusters Score -983076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -983076.250000 Penalty: 3022.647949
	Iteration 117F: 3 clusters Score -983076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Entering Unmasked Estep 
Score: -1486485.250000 Penalty: 1563.022827
	Iteration 0F: 2 clusters Score -1486485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1476120.375000 Penalty: 3126.045654
	Iteration 0F: 3 clusters Score -1476120 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1479616.125000 Penalty: 3126.045654
	Iteration 1F: 3 clusters Score -1479616 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1479885.000000 Penalty: 3126.045654
	Iteration 2F: 3 clusters Score -1479885 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1480110.125000 Penalty: 3126.045654
	Iteration 3Q: 3 clusters Score -1480110 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1480274.375000 Penalty: 3126.045654
	Iteration 4Q: 3 clusters Score -1480274 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1480421.625000 Penalty: 3126.045654
	Iteration 5Q: 3 clusters Score -1480422 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1480588.500000 Penalty: 3126.045654
	Iteration 6Q: 3 clusters Score -1480588 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1480797.750000 Penalty: 3126.045654
	Iteration 7Q: 3 clusters Score -1480798 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1481018.375000 Penalty: 3126.045654
	Iteration 8Q: 3 clusters Score -1481018 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1481249.500000 Penalty: 3126.045654
	Iteration 9Q: 3 clusters Score -1481250 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1481496.875000 Penalty: 3126.045654
	Iteration 10Q: 3 clusters Score -1481497 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1481705.125000 Penalty: 3126.045654
	Iteration 11Q: 3 clusters Score -1481705 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1481889.625000 Penalty: 3126.045654
	Iteration 12Q: 3 clusters Score -1481890 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1482078.750000 Penalty: 3126.045654
	Iteration 13Q: 3 clusters Score -1482079 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1482265.250000 Penalty: 3126.045654
	Iteration 14Q: 3 clusters Score -1482265 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1482464.125000 Penalty: 3126.045654
	Iteration 15Q: 3 clusters Score -1482464 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1482678.875000 Penalty: 3126.045654
	Iteration 16Q: 3 clusters Score -1482679 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1482925.500000 Penalty: 3126.045654
	Iteration 17Q: 3 clusters Score -1482926 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1483163.625000 Penalty: 3126.045654
	Iteration 18Q: 3 clusters Score -1483164 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1483381.375000 Penalty: 3126.045654
	Iteration 19Q: 3 clusters Score -1483381 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1483599.125000 Penalty: 3126.045654
	Iteration 20F: 3 clusters Score -1483599 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1483817.250000 Penalty: 3126.045654
	Iteration 21Q: 3 clusters Score -1483817 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1484028.500000 Penalty: 3126.045654
	Iteration 22Q: 3 clusters Score -1484028 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1484249.250000 Penalty: 3126.045654
	Iteration 23Q: 3 clusters Score -1484249 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1484411.500000 Penalty: 3126.045654
	Iteration 24Q: 3 clusters Score -1484412 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1484543.625000 Penalty: 3126.045654
	Iteration 25Q: 3 clusters Score -1484544 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1484661.375000 Penalty: 3126.045654
	Iteration 26Q: 3 clusters Score -1484661 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1484745.875000 Penalty: 3126.045654
	Iteration 27Q: 3 clusters Score -1484746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1484818.000000 Penalty: 3126.045654
	Iteration 28Q: 3 clusters Score -1484818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1484858.125000 Penalty: 3126.045654
	Iteration 29Q: 3 clusters Score -1484858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1484888.500000 Penalty: 3126.045654
	Iteration 30Q: 3 clusters Score -1484888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1484925.875000 Penalty: 3126.045654
	Iteration 31Q: 3 clusters Score -1484926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1484961.500000 Penalty: 3126.045654
	Iteration 32Q: 3 clusters Score -1484962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1484984.875000 Penalty: 3126.045654
	Iteration 33Q: 3 clusters Score -1484985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1485009.875000 Penalty: 3126.045654
	Iteration 34Q: 3 clusters Score -1485010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1485024.250000 Penalty: 3126.045654
	Iteration 35Q: 3 clusters Score -1485024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1485040.250000 Penalty: 3126.045654
	Iteration 36Q: 3 clusters Score -1485040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -1485054.625000 Penalty: 3126.045654
	Iteration 37Q: 3 clusters Score -1485055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1485064.625000 Penalty: 3126.045654
	Iteration 38Q: 3 clusters Score -1485065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1485071.250000 Penalty: 3126.045654
	Iteration 39Q: 3 clusters Score -1485071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1485081.000000 Penalty: 3126.045654
	Iteration 40F: 3 clusters Score -1485081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1485089.250000 Penalty: 3126.045654
	Iteration 41Q: 3 clusters Score -1485089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1485091.625000 Penalty: 3126.045654
	Iteration 42Q: 3 clusters Score -1485092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1485093.000000 Penalty: 3126.045654
	Iteration 43Q: 3 clusters Score -1485093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1485099.875000 Penalty: 3126.045654
	Iteration 44Q: 3 clusters Score -1485100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1485104.750000 Penalty: 3126.045654
	Iteration 45Q: 3 clusters Score -1485105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1485108.875000 Penalty: 3126.045654
	Iteration 46Q: 3 clusters Score -1485109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1485109.000000 Penalty: 3126.045654
	Iteration 47Q: 3 clusters Score -1485109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1485112.750000 Penalty: 3126.045654
	Iteration 48Q: 3 clusters Score -1485113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1485114.500000 Penalty: 3126.045654
	Iteration 49Q: 3 clusters Score -1485114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1485116.250000 Penalty: 3126.045654
	Iteration 50Q: 3 clusters Score -1485116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1485119.750000 Penalty: 3126.045654
	Iteration 51Q: 3 clusters Score -1485120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1485123.875000 Penalty: 3126.045654
	Iteration 52Q: 3 clusters Score -1485124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1485127.250000 Penalty: 3126.045654
	Iteration 53Q: 3 clusters Score -1485127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1485127.750000 Penalty: 3126.045654
	Iteration 54Q: 3 clusters Score -1485128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1485127.875000 Penalty: 3126.045654
	Iteration 55Q: 3 clusters Score -1485128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1485129.500000 Penalty: 3126.045654
	Iteration 56Q: 3 clusters Score -1485130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1485134.500000 Penalty: 3126.045654
	Iteration 57Q: 3 clusters Score -1485134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1485134.500000 Penalty: 3126.045654
	Iteration 58F: 3 clusters Score -1485134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (125292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Entering Unmasked Estep 
Score: -12425853.000000 Penalty: 1907.490356
	Iteration 0F: 2 clusters Score -1.242585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -12343496.000000 Penalty: 3814.980713
	Iteration 0F: 3 clusters Score -1.23435e+07 nChanged 59899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -12378294.000000 Penalty: 3814.980713
	Iteration 1F: 3 clusters Score -1.237829e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65091 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -12378908.000000 Penalty: 3814.980713
	Iteration 2Q: 3 clusters Score -1.237891e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -12379875.000000 Penalty: 3814.980713
	Iteration 3Q: 3 clusters Score -1.237988e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -12381228.000000 Penalty: 3814.980713
	Iteration 4Q: 3 clusters Score -1.238123e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -12383395.000000 Penalty: 3814.980713
	Iteration 5Q: 3 clusters Score -1.23834e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -12386998.000000 Penalty: 3814.980713
	Iteration 6F: 3 clusters Score -1.2387e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -12391998.000000 Penalty: 3814.980713
	Iteration 7F: 3 clusters Score -1.2392e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -12398085.000000 Penalty: 3814.980713
	Iteration 8F: 3 clusters Score -1.239808e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -12404796.000000 Penalty: 3814.980713
	Iteration 9F: 3 clusters Score -1.24048e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110222 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -12411159.000000 Penalty: 3814.980713
	Iteration 10F: 3 clusters Score -1.241116e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115521 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -12416106.000000 Penalty: 3814.980713
	Iteration 11Q: 3 clusters Score -1.241611e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118858 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -12419385.000000 Penalty: 3814.980713
	Iteration 12Q: 3 clusters Score -1.241938e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120717 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -12421257.000000 Penalty: 3814.980713
	Iteration 13Q: 3 clusters Score -1.242126e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121786 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -12422319.000000 Penalty: 3814.980713
	Iteration 14Q: 3 clusters Score -1.242232e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122442 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -12422989.000000 Penalty: 3814.980713
	Iteration 15Q: 3 clusters Score -1.242299e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122863 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12423347.000000 Penalty: 3814.980713
	Iteration 16Q: 3 clusters Score -1.242335e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123159 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -12423654.000000 Penalty: 3814.980713
	Iteration 17Q: 3 clusters Score -1.242365e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -12423882.000000 Penalty: 3814.980713
	Iteration 18Q: 3 clusters Score -1.242388e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123518 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -12424023.000000 Penalty: 3814.980713
	Iteration 19Q: 3 clusters Score -1.242402e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -12424114.000000 Penalty: 3814.980713
	Iteration 20F: 3 clusters Score -1.242411e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123653 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12424159.000000 Penalty: 3814.980713
	Iteration 21Q: 3 clusters Score -1.242416e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12424202.000000 Penalty: 3814.980713
	Iteration 22Q: 3 clusters Score -1.24242e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123740 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12424257.000000 Penalty: 3814.980713
	Iteration 23Q: 3 clusters Score -1.242426e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123780 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -12424273.000000 Penalty: 3814.980713
	Iteration 24Q: 3 clusters Score -1.242427e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12424320.000000 Penalty: 3814.980713
	Iteration 25Q: 3 clusters Score -1.242432e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123854 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -12424355.000000 Penalty: 3814.980713
	Iteration 26Q: 3 clusters Score -1.242436e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123882 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12424366.000000 Penalty: 3814.980713
	Iteration 27Q: 3 clusters Score -1.242437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123901 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -12424376.000000 Penalty: 3814.980713
	Iteration 28Q: 3 clusters Score -1.242438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123910 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12424387.000000 Penalty: 3814.980713
	Iteration 29Q: 3 clusters Score -1.242439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123914 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12424395.000000 Penalty: 3814.980713
	Iteration 30Q: 3 clusters Score -1.24244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -12424395.000000 Penalty: 3814.980713
	Iteration 31Q: 3 clusters Score -1.24244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -12424418.000000 Penalty: 3814.980713
	Iteration 32Q: 3 clusters Score -1.242442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123940 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12424420.000000 Penalty: 3814.980713
	Iteration 33Q: 3 clusters Score -1.242442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12424424.000000 Penalty: 3814.980713
	Iteration 34Q: 3 clusters Score -1.242442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123943 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -12424429.000000 Penalty: 3814.980713
	Iteration 35Q: 3 clusters Score -1.242443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12424430.000000 Penalty: 3814.980713
	Iteration 36Q: 3 clusters Score -1.242443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12424426.000000 Penalty: 3814.980713
	Iteration 37Q: 3 clusters Score -1.242443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12424443.000000 Penalty: 3814.980713
	Iteration 38Q: 3 clusters Score -1.242444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12424440.000000 Penalty: 3814.980713
	Iteration 39Q: 3 clusters Score -1.242444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123946 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12424444.000000 Penalty: 3814.980713
	Iteration 40F: 3 clusters Score -1.242444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123950 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12424442.000000 Penalty: 3814.980713
	Iteration 41Q: 3 clusters Score -1.242444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123955 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12424442.000000 Penalty: 3814.980713
	Iteration 42Q: 3 clusters Score -1.242444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123958 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12424449.000000 Penalty: 3814.980713
	Iteration 43Q: 3 clusters Score -1.242445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123958 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12424452.000000 Penalty: 3814.980713
	Iteration 44Q: 3 clusters Score -1.242445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123961 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12424447.000000 Penalty: 3814.980713
	Iteration 45Q: 3 clusters Score -1.242445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123966 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12424442.000000 Penalty: 3814.980713
	Iteration 46Q: 3 clusters Score -1.242444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123965 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12424446.000000 Penalty: 3814.980713
	Iteration 47Q: 3 clusters Score -1.242445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -12424447.000000 Penalty: 3814.980713
	Iteration 48Q: 3 clusters Score -1.242445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -12424445.000000 Penalty: 3814.980713
	Iteration 49Q: 3 clusters Score -1.242444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123971 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12424443.000000 Penalty: 3814.980713
	Iteration 50Q: 3 clusters Score -1.242444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123972 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12424449.000000 Penalty: 3814.980713
	Iteration 51Q: 3 clusters Score -1.242445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12424443.000000 Penalty: 3814.980713
	Iteration 52Q: 3 clusters Score -1.242444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12424446.000000 Penalty: 3814.980713
	Iteration 53Q: 3 clusters Score -1.242445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12424446.000000 Penalty: 3814.980713
	Iteration 54F: 3 clusters Score -1.242445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Entering Unmasked Estep 
Score: -2807448.000000 Penalty: 1668.368042
	Iteration 0F: 2 clusters Score -2807448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2788043.250000 Penalty: 3336.736084
	Iteration 0F: 3 clusters Score -2788043 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2795685.750000 Penalty: 3336.736084
	Iteration 1F: 3 clusters Score -2795686 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2796273.000000 Penalty: 3336.736084
	Iteration 2Q: 3 clusters Score -2796273 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2797026.000000 Penalty: 3336.736084
	Iteration 3F: 3 clusters Score -2797026 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2797979.250000 Penalty: 3336.736084
	Iteration 4F: 3 clusters Score -2797979 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2799058.500000 Penalty: 3336.736084
	Iteration 5F: 3 clusters Score -2799058 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2800334.000000 Penalty: 3336.736084
	Iteration 6F: 3 clusters Score -2800334 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2801726.250000 Penalty: 3336.736084
	Iteration 7F: 3 clusters Score -2801726 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2803012.000000 Penalty: 3336.736084
	Iteration 8F: 3 clusters Score -2803012 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2803894.250000 Penalty: 3336.736084
	Iteration 9Q: 3 clusters Score -2803894 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2804395.750000 Penalty: 3336.736084
	Iteration 10Q: 3 clusters Score -2804396 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2804771.250000 Penalty: 3336.736084
	Iteration 11Q: 3 clusters Score -2804771 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2805189.500000 Penalty: 3336.736084
	Iteration 12Q: 3 clusters Score -2805190 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2805711.000000 Penalty: 3336.736084
	Iteration 13Q: 3 clusters Score -2805711 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2806399.750000 Penalty: 3336.736084
	Iteration 14Q: 3 clusters Score -2806400 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -2807039.000000 Penalty: 3336.736084
	Iteration 15Q: 3 clusters Score -2807039 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2807448.500000 Penalty: 3336.736084
	Iteration 16Q: 3 clusters Score -2807448 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2807661.750000 Penalty: 3336.736084
	Iteration 17Q: 3 clusters Score -2807662 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2807784.250000 Penalty: 3336.736084
	Iteration 18Q: 3 clusters Score -2807784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2807844.000000 Penalty: 3336.736084
	Iteration 19Q: 3 clusters Score -2807844 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2807890.500000 Penalty: 3336.736084
	Iteration 20F: 3 clusters Score -2807890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2807914.250000 Penalty: 3336.736084
	Iteration 21Q: 3 clusters Score -2807914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2807934.000000 Penalty: 3336.736084
	Iteration 22Q: 3 clusters Score -2807934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2807941.250000 Penalty: 3336.736084
	Iteration 23Q: 3 clusters Score -2807941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2807953.750000 Penalty: 3336.736084
	Iteration 24Q: 3 clusters Score -2807954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2807953.750000 Penalty: 3336.736084
	Iteration 25Q: 3 clusters Score -2807954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2807957.000000 Penalty: 3336.736084
	Iteration 26Q: 3 clusters Score -2807957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2807953.000000 Penalty: 3336.736084
	Iteration 27Q: 3 clusters Score -2807953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2807959.750000 Penalty: 3336.736084
	Iteration 28Q: 3 clusters Score -2807960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2807957.000000 Penalty: 3336.736084
	Iteration 29Q: 3 clusters Score -2807957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2807958.500000 Penalty: 3336.736084
	Iteration 30Q: 3 clusters Score -2807958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2807959.250000 Penalty: 3336.736084
	Iteration 31Q: 3 clusters Score -2807959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2807958.000000 Penalty: 3336.736084
	Iteration 32Q: 3 clusters Score -2807958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2807958.250000 Penalty: 3336.736084
	Iteration 33Q: 3 clusters Score -2807958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2807961.250000 Penalty: 3336.736084
	Iteration 34Q: 3 clusters Score -2807961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2807971.500000 Penalty: 3336.736084
	Iteration 35Q: 3 clusters Score -2807972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2807979.500000 Penalty: 3336.736084
	Iteration 36Q: 3 clusters Score -2807980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2807981.750000 Penalty: 3336.736084
	Iteration 37Q: 3 clusters Score -2807982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2807985.750000 Penalty: 3336.736084
	Iteration 38Q: 3 clusters Score -2807986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2807982.000000 Penalty: 3336.736084
	Iteration 39Q: 3 clusters Score -2807982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2807988.250000 Penalty: 3336.736084
	Iteration 40F: 3 clusters Score -2807988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2807990.750000 Penalty: 3336.736084
	Iteration 41Q: 3 clusters Score -2807991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2807988.000000 Penalty: 3336.736084
	Iteration 42Q: 3 clusters Score -2807988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2807991.000000 Penalty: 3336.736084
	Iteration 43Q: 3 clusters Score -2807991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2807983.500000 Penalty: 3336.736084
	Iteration 44Q: 3 clusters Score -2807984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2807985.750000 Penalty: 3336.736084
	Iteration 45Q: 3 clusters Score -2807986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2807987.750000 Penalty: 3336.736084
	Iteration 46Q: 3 clusters Score -2807988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2807990.750000 Penalty: 3336.736084
	Iteration 47Q: 3 clusters Score -2807991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2807989.250000 Penalty: 3336.736084
	Iteration 48Q: 3 clusters Score -2807989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2807998.250000 Penalty: 3336.736084
	Iteration 49Q: 3 clusters Score -2807998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2807999.750000 Penalty: 3336.736084
	Iteration 50Q: 3 clusters Score -2808000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2807997.750000 Penalty: 3336.736084
	Iteration 51Q: 3 clusters Score -2807998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2807993.500000 Penalty: 3336.736084
	Iteration 52Q: 3 clusters Score -2807994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2807998.500000 Penalty: 3336.736084
	Iteration 53Q: 3 clusters Score -2807998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2807994.500000 Penalty: 3336.736084
	Iteration 54Q: 3 clusters Score -2807994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2807993.250000 Penalty: 3336.736084
	Iteration 55Q: 3 clusters Score -2807993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2807995.500000 Penalty: 3336.736084
	Iteration 56Q: 3 clusters Score -2807996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2808001.250000 Penalty: 3336.736084
	Iteration 57Q: 3 clusters Score -2808001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2808003.000000 Penalty: 3336.736084
	Iteration 58Q: 3 clusters Score -2808003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2808005.750000 Penalty: 3336.736084
	Iteration 59Q: 3 clusters Score -2808006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2808001.500000 Penalty: 3336.736084
	Iteration 60F: 3 clusters Score -2808002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 15042 members 
Mstep: Class 5 contains 125292 members 
Mstep: Class 6 contains 5793 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 1806 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37139 members 
Mstep: Class 20 contains 108184 members 
Mstep: Class 21 contains 19587 members 
Mstep: Class 22 contains 11470 members 
Mstep: Class 23 contains 61531 members 
Mstep: Class 24 contains 17306 members 
Mstep: Class 25 contains 22971 members 
Entering Unmasked Estep 
Score: -52406984.000000 Penalty: 53662.054688
Splitting cluster 6 changes total score from -52407088.000000 to -52406984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (8707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Entering Unmasked Estep 
Score: -861344.000000 Penalty: 1474.180908
	Iteration 0F: 2 clusters Score -861344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -854998.687500 Penalty: 2948.361816
	Iteration 0F: 3 clusters Score -854998.7 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -856987.750000 Penalty: 2948.361816
	Iteration 1F: 3 clusters Score -856987.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -857253.437500 Penalty: 2948.361816
	Iteration 2F: 3 clusters Score -857253.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -857485.875000 Penalty: 2948.361816
	Iteration 3F: 3 clusters Score -857485.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -857666.875000 Penalty: 2948.361816
	Iteration 4Q: 3 clusters Score -857666.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -857815.312500 Penalty: 2948.361816
	Iteration 5Q: 3 clusters Score -857815.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -857938.437500 Penalty: 2948.361816
	Iteration 6Q: 3 clusters Score -857938.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -858046.687500 Penalty: 2948.361816
	Iteration 7Q: 3 clusters Score -858046.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -858141.500000 Penalty: 2948.361816
	Iteration 8Q: 3 clusters Score -858141.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -858227.250000 Penalty: 2948.361816
	Iteration 9Q: 3 clusters Score -858227.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -858291.250000 Penalty: 2948.361816
	Iteration 10Q: 3 clusters Score -858291.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -858349.562500 Penalty: 2948.361816
	Iteration 11Q: 3 clusters Score -858349.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -858424.000000 Penalty: 2948.361816
	Iteration 12Q: 3 clusters Score -858424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -858495.687500 Penalty: 2948.361816
	Iteration 13Q: 3 clusters Score -858495.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -858573.125000 Penalty: 2948.361816
	Iteration 14Q: 3 clusters Score -858573.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -858646.500000 Penalty: 2948.361816
	Iteration 15Q: 3 clusters Score -858646.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -858735.875000 Penalty: 2948.361816
	Iteration 16Q: 3 clusters Score -858735.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -858857.500000 Penalty: 2948.361816
	Iteration 17Q: 3 clusters Score -858857.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -859001.937500 Penalty: 2948.361816
	Iteration 18Q: 3 clusters Score -859001.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -859127.375000 Penalty: 2948.361816
	Iteration 19Q: 3 clusters Score -859127.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -859264.187500 Penalty: 2948.361816
	Iteration 20F: 3 clusters Score -859264.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -859392.375000 Penalty: 2948.361816
	Iteration 21Q: 3 clusters Score -859392.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -859514.375000 Penalty: 2948.361816
	Iteration 22Q: 3 clusters Score -859514.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -859628.375000 Penalty: 2948.361816
	Iteration 23Q: 3 clusters Score -859628.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -859726.875000 Penalty: 2948.361816
	Iteration 24Q: 3 clusters Score -859726.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -859803.500000 Penalty: 2948.361816
	Iteration 25Q: 3 clusters Score -859803.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -859866.250000 Penalty: 2948.361816
	Iteration 26Q: 3 clusters Score -859866.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -859918.125000 Penalty: 2948.361816
	Iteration 27Q: 3 clusters Score -859918.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -859957.562500 Penalty: 2948.361816
	Iteration 28Q: 3 clusters Score -859957.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -859986.812500 Penalty: 2948.361816
	Iteration 29Q: 3 clusters Score -859986.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -860013.437500 Penalty: 2948.361816
	Iteration 30Q: 3 clusters Score -860013.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -860029.750000 Penalty: 2948.361816
	Iteration 31Q: 3 clusters Score -860029.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -860044.187500 Penalty: 2948.361816
	Iteration 32Q: 3 clusters Score -860044.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -860056.687500 Penalty: 2948.361816
	Iteration 33Q: 3 clusters Score -860056.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -860074.687500 Penalty: 2948.361816
	Iteration 34Q: 3 clusters Score -860074.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -860082.062500 Penalty: 2948.361816
	Iteration 35Q: 3 clusters Score -860082.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -860084.562500 Penalty: 2948.361816
	Iteration 36Q: 3 clusters Score -860084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -860087.812500 Penalty: 2948.361816
	Iteration 37Q: 3 clusters Score -860087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -860090.812500 Penalty: 2948.361816
	Iteration 38Q: 3 clusters Score -860090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -860092.750000 Penalty: 2948.361816
	Iteration 39Q: 3 clusters Score -860092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -860095.937500 Penalty: 2948.361816
	Iteration 40F: 3 clusters Score -860095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -860096.562500 Penalty: 2948.361816
	Iteration 41Q: 3 clusters Score -860096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -860098.437500 Penalty: 2948.361816
	Iteration 42Q: 3 clusters Score -860098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -860102.375000 Penalty: 2948.361816
	Iteration 43Q: 3 clusters Score -860102.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -860101.250000 Penalty: 2948.361816
	Iteration 44Q: 3 clusters Score -860101.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -860102.250000 Penalty: 2948.361816
	Iteration 45Q: 3 clusters Score -860102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -860103.187500 Penalty: 2948.361816
	Iteration 46Q: 3 clusters Score -860103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -860102.500000 Penalty: 2948.361816
	Iteration 47Q: 3 clusters Score -860102.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -860102.500000 Penalty: 2948.361816
	Iteration 48F: 3 clusters Score -860102.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Entering Unmasked Estep 
Score: -926058.625000 Penalty: 1489.334229
	Iteration 0F: 2 clusters Score -926058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -919181.875000 Penalty: 2978.668457
	Iteration 0F: 3 clusters Score -919181.9 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -921392.125000 Penalty: 2978.668457
	Iteration 1F: 3 clusters Score -921392.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -921727.750000 Penalty: 2978.668457
	Iteration 2F: 3 clusters Score -921727.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -922063.312500 Penalty: 2978.668457
	Iteration 3F: 3 clusters Score -922063.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -922375.250000 Penalty: 2978.668457
	Iteration 4F: 3 clusters Score -922375.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -922658.187500 Penalty: 2978.668457
	Iteration 5Q: 3 clusters Score -922658.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -922904.812500 Penalty: 2978.668457
	Iteration 6Q: 3 clusters Score -922904.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -923173.062500 Penalty: 2978.668457
	Iteration 7Q: 3 clusters Score -923173.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -923495.625000 Penalty: 2978.668457
	Iteration 8Q: 3 clusters Score -923495.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -923791.937500 Penalty: 2978.668457
	Iteration 9Q: 3 clusters Score -923791.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -924021.125000 Penalty: 2978.668457
	Iteration 10Q: 3 clusters Score -924021.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -924187.062500 Penalty: 2978.668457
	Iteration 11Q: 3 clusters Score -924187.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -924298.625000 Penalty: 2978.668457
	Iteration 12Q: 3 clusters Score -924298.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -924389.937500 Penalty: 2978.668457
	Iteration 13Q: 3 clusters Score -924389.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -924458.187500 Penalty: 2978.668457
	Iteration 14Q: 3 clusters Score -924458.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -924496.812500 Penalty: 2978.668457
	Iteration 15Q: 3 clusters Score -924496.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -924524.937500 Penalty: 2978.668457
	Iteration 16Q: 3 clusters Score -924524.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -924553.937500 Penalty: 2978.668457
	Iteration 17Q: 3 clusters Score -924553.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -924579.062500 Penalty: 2978.668457
	Iteration 18Q: 3 clusters Score -924579.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -924601.937500 Penalty: 2978.668457
	Iteration 19Q: 3 clusters Score -924601.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -924612.500000 Penalty: 2978.668457
	Iteration 20F: 3 clusters Score -924612.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -924618.062500 Penalty: 2978.668457
	Iteration 21Q: 3 clusters Score -924618.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -924624.812500 Penalty: 2978.668457
	Iteration 22Q: 3 clusters Score -924624.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -924631.750000 Penalty: 2978.668457
	Iteration 23Q: 3 clusters Score -924631.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -924635.125000 Penalty: 2978.668457
	Iteration 24Q: 3 clusters Score -924635.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -924641.000000 Penalty: 2978.668457
	Iteration 25Q: 3 clusters Score -924641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -924646.437500 Penalty: 2978.668457
	Iteration 26Q: 3 clusters Score -924646.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -924650.125000 Penalty: 2978.668457
	Iteration 27Q: 3 clusters Score -924650.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -924650.187500 Penalty: 2978.668457
	Iteration 28Q: 3 clusters Score -924650.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -924653.937500 Penalty: 2978.668457
	Iteration 29Q: 3 clusters Score -924653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -924656.062500 Penalty: 2978.668457
	Iteration 30Q: 3 clusters Score -924656.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -924657.812500 Penalty: 2978.668457
	Iteration 31Q: 3 clusters Score -924657.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -924661.375000 Penalty: 2978.668457
	Iteration 32Q: 3 clusters Score -924661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -924661.437500 Penalty: 2978.668457
	Iteration 33Q: 3 clusters Score -924661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -924660.562500 Penalty: 2978.668457
	Iteration 34Q: 3 clusters Score -924660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -924661.687500 Penalty: 2978.668457
	Iteration 35Q: 3 clusters Score -924661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -924663.062500 Penalty: 2978.668457
	Iteration 36Q: 3 clusters Score -924663.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -924665.375000 Penalty: 2978.668457
	Iteration 37Q: 3 clusters Score -924665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -924666.750000 Penalty: 2978.668457
	Iteration 38Q: 3 clusters Score -924666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -924669.187500 Penalty: 2978.668457
	Iteration 39Q: 3 clusters Score -924669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -924669.500000 Penalty: 2978.668457
	Iteration 40F: 3 clusters Score -924669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -924669.750000 Penalty: 2978.668457
	Iteration 41Q: 3 clusters Score -924669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -924669.750000 Penalty: 2978.668457
	Iteration 42F: 3 clusters Score -924669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -535046.812500 Penalty: 1410.636719
	Iteration 0F: 2 clusters Score -535046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -530513.437500 Penalty: 2821.273438
	Iteration 0F: 3 clusters Score -530513.4 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -531986.062500 Penalty: 2821.273438
	Iteration 1F: 3 clusters Score -531986.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -532427.000000 Penalty: 2821.273438
	Iteration 2F: 3 clusters Score -532427 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -532940.937500 Penalty: 2821.273438
	Iteration 3F: 3 clusters Score -532940.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -533382.812500 Penalty: 2821.273438
	Iteration 4F: 3 clusters Score -533382.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -533721.187500 Penalty: 2821.273438
	Iteration 5F: 3 clusters Score -533721.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -533981.937500 Penalty: 2821.273438
	Iteration 6F: 3 clusters Score -533981.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -534128.500000 Penalty: 2821.273438
	Iteration 7Q: 3 clusters Score -534128.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -534218.562500 Penalty: 2821.273438
	Iteration 8Q: 3 clusters Score -534218.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -534304.312500 Penalty: 2821.273438
	Iteration 9Q: 3 clusters Score -534304.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -534373.937500 Penalty: 2821.273438
	Iteration 10Q: 3 clusters Score -534373.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -534432.312500 Penalty: 2821.273438
	Iteration 11Q: 3 clusters Score -534432.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -534473.937500 Penalty: 2821.273438
	Iteration 12Q: 3 clusters Score -534473.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -534510.500000 Penalty: 2821.273438
	Iteration 13Q: 3 clusters Score -534510.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -534540.250000 Penalty: 2821.273438
	Iteration 14Q: 3 clusters Score -534540.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -534570.000000 Penalty: 2821.273438
	Iteration 15Q: 3 clusters Score -534570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -534587.750000 Penalty: 2821.273438
	Iteration 16Q: 3 clusters Score -534587.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -534597.375000 Penalty: 2821.273438
	Iteration 17Q: 3 clusters Score -534597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -534599.750000 Penalty: 2821.273438
	Iteration 18Q: 3 clusters Score -534599.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -534603.062500 Penalty: 2821.273438
	Iteration 19Q: 3 clusters Score -534603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -534604.375000 Penalty: 2821.273438
	Iteration 20F: 3 clusters Score -534604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -534604.750000 Penalty: 2821.273438
	Iteration 21Q: 3 clusters Score -534604.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -534606.312500 Penalty: 2821.273438
	Iteration 22Q: 3 clusters Score -534606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -534606.562500 Penalty: 2821.273438
	Iteration 23Q: 3 clusters Score -534606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -534607.375000 Penalty: 2821.273438
	Iteration 24Q: 3 clusters Score -534607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -534608.125000 Penalty: 2821.273438
	Iteration 25Q: 3 clusters Score -534608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -534611.062500 Penalty: 2821.273438
	Iteration 26Q: 3 clusters Score -534611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -534610.812500 Penalty: 2821.273438
	Iteration 27Q: 3 clusters Score -534610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -534612.187500 Penalty: 2821.273438
	Iteration 28Q: 3 clusters Score -534612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -534612.062500 Penalty: 2821.273438
	Iteration 29Q: 3 clusters Score -534612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -534612.875000 Penalty: 2821.273438
	Iteration 30Q: 3 clusters Score -534612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -534612.812500 Penalty: 2821.273438
	Iteration 31Q: 3 clusters Score -534612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -534612.812500 Penalty: 2821.273438
	Iteration 32F: 3 clusters Score -534612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Entering Unmasked Estep 
Score: -1213046.875000 Penalty: 1527.723267
	Iteration 0F: 2 clusters Score -1213047 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 6048 members 
Entering Unmasked Estep 
Score: -1204449.125000 Penalty: 3055.446533
	Iteration 0F: 3 clusters Score -1204449 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1207344.500000 Penalty: 3055.446533
	Iteration 1F: 3 clusters Score -1207344 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1207650.875000 Penalty: 3055.446533
	Iteration 2F: 3 clusters Score -1207651 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1207866.375000 Penalty: 3055.446533
	Iteration 3Q: 3 clusters Score -1207866 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1208024.375000 Penalty: 3055.446533
	Iteration 4Q: 3 clusters Score -1208024 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1208152.875000 Penalty: 3055.446533
	Iteration 5Q: 3 clusters Score -1208153 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1208275.625000 Penalty: 3055.446533
	Iteration 6Q: 3 clusters Score -1208276 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1208388.500000 Penalty: 3055.446533
	Iteration 7Q: 3 clusters Score -1208388 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1208527.500000 Penalty: 3055.446533
	Iteration 8Q: 3 clusters Score -1208528 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1208664.875000 Penalty: 3055.446533
	Iteration 9Q: 3 clusters Score -1208665 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1208825.625000 Penalty: 3055.446533
	Iteration 10Q: 3 clusters Score -1208826 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1209004.625000 Penalty: 3055.446533
	Iteration 11Q: 3 clusters Score -1209005 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1209214.875000 Penalty: 3055.446533
	Iteration 12Q: 3 clusters Score -1209215 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1209477.500000 Penalty: 3055.446533
	Iteration 13Q: 3 clusters Score -1209478 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1209790.125000 Penalty: 3055.446533
	Iteration 14Q: 3 clusters Score -1209790 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1210127.875000 Penalty: 3055.446533
	Iteration 15Q: 3 clusters Score -1210128 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1210450.625000 Penalty: 3055.446533
	Iteration 16Q: 3 clusters Score -1210451 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1210754.125000 Penalty: 3055.446533
	Iteration 17Q: 3 clusters Score -1210754 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1211042.750000 Penalty: 3055.446533
	Iteration 18Q: 3 clusters Score -1211043 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1211295.375000 Penalty: 3055.446533
	Iteration 19Q: 3 clusters Score -1211295 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1211488.750000 Penalty: 3055.446533
	Iteration 20F: 3 clusters Score -1211489 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1211621.375000 Penalty: 3055.446533
	Iteration 21Q: 3 clusters Score -1211621 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1211727.625000 Penalty: 3055.446533
	Iteration 22Q: 3 clusters Score -1211728 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1211807.125000 Penalty: 3055.446533
	Iteration 23Q: 3 clusters Score -1211807 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1211852.250000 Penalty: 3055.446533
	Iteration 24Q: 3 clusters Score -1211852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1211884.875000 Penalty: 3055.446533
	Iteration 25Q: 3 clusters Score -1211885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1211909.625000 Penalty: 3055.446533
	Iteration 26Q: 3 clusters Score -1211910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1211936.500000 Penalty: 3055.446533
	Iteration 27Q: 3 clusters Score -1211936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1211954.625000 Penalty: 3055.446533
	Iteration 28Q: 3 clusters Score -1211955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1211957.250000 Penalty: 3055.446533
	Iteration 29Q: 3 clusters Score -1211957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1211964.750000 Penalty: 3055.446533
	Iteration 30Q: 3 clusters Score -1211965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1211967.625000 Penalty: 3055.446533
	Iteration 31Q: 3 clusters Score -1211968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1211968.375000 Penalty: 3055.446533
	Iteration 32Q: 3 clusters Score -1211968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1211970.250000 Penalty: 3055.446533
	Iteration 33Q: 3 clusters Score -1211970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1211972.125000 Penalty: 3055.446533
	Iteration 34Q: 3 clusters Score -1211972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1211972.125000 Penalty: 3055.446533
	Iteration 35Q: 3 clusters Score -1211972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1211974.625000 Penalty: 3055.446533
	Iteration 36Q: 3 clusters Score -1211975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1211977.750000 Penalty: 3055.446533
	Iteration 37Q: 3 clusters Score -1211978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1211977.500000 Penalty: 3055.446533
	Iteration 38Q: 3 clusters Score -1211978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1211977.500000 Penalty: 3055.446533
	Iteration 39F: 3 clusters Score -1211978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Entering Unmasked Estep 
Score: -624310.750000 Penalty: 1428.764648
	Iteration 0F: 2 clusters Score -624310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -619307.687500 Penalty: 2857.529297
	Iteration 0F: 3 clusters Score -619307.7 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -620844.625000 Penalty: 2857.529297
	Iteration 1F: 3 clusters Score -620844.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -621102.312500 Penalty: 2857.529297
	Iteration 2F: 3 clusters Score -621102.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -621356.375000 Penalty: 2857.529297
	Iteration 3F: 3 clusters Score -621356.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -621674.125000 Penalty: 2857.529297
	Iteration 4F: 3 clusters Score -621674.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -622012.250000 Penalty: 2857.529297
	Iteration 5F: 3 clusters Score -622012.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -622410.687500 Penalty: 2857.529297
	Iteration 6F: 3 clusters Score -622410.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -622850.187500 Penalty: 2857.529297
	Iteration 7F: 3 clusters Score -622850.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -623272.312500 Penalty: 2857.529297
	Iteration 8F: 3 clusters Score -623272.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -623506.812500 Penalty: 2857.529297
	Iteration 9Q: 3 clusters Score -623506.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -623606.062500 Penalty: 2857.529297
	Iteration 10Q: 3 clusters Score -623606.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -623652.687500 Penalty: 2857.529297
	Iteration 11Q: 3 clusters Score -623652.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -623682.625000 Penalty: 2857.529297
	Iteration 12Q: 3 clusters Score -623682.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -623699.625000 Penalty: 2857.529297
	Iteration 13Q: 3 clusters Score -623699.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -623707.812500 Penalty: 2857.529297
	Iteration 14Q: 3 clusters Score -623707.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -623714.000000 Penalty: 2857.529297
	Iteration 15Q: 3 clusters Score -623714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -623718.000000 Penalty: 2857.529297
	Iteration 16Q: 3 clusters Score -623718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -623718.375000 Penalty: 2857.529297
	Iteration 17Q: 3 clusters Score -623718.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -623720.312500 Penalty: 2857.529297
	Iteration 18Q: 3 clusters Score -623720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -623723.500000 Penalty: 2857.529297
	Iteration 19Q: 3 clusters Score -623723.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -623725.375000 Penalty: 2857.529297
	Iteration 20F: 3 clusters Score -623725.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -623727.687500 Penalty: 2857.529297
	Iteration 21Q: 3 clusters Score -623727.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -623729.125000 Penalty: 2857.529297
	Iteration 22Q: 3 clusters Score -623729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -623728.187500 Penalty: 2857.529297
	Iteration 23Q: 3 clusters Score -623728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -623728.875000 Penalty: 2857.529297
	Iteration 24Q: 3 clusters Score -623728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -623728.187500 Penalty: 2857.529297
	Iteration 25Q: 3 clusters Score -623728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -623730.062500 Penalty: 2857.529297
	Iteration 26Q: 3 clusters Score -623730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -623730.062500 Penalty: 2857.529297
	Iteration 27F: 3 clusters Score -623730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Entering Unmasked Estep 
Score: -1328317.625000 Penalty: 1547.540283
	Iteration 0F: 2 clusters Score -1328318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1318815.125000 Penalty: 3095.080566
	Iteration 0F: 3 clusters Score -1318815 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1321963.375000 Penalty: 3095.080566
	Iteration 1F: 3 clusters Score -1321963 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1322221.625000 Penalty: 3095.080566
	Iteration 2F: 3 clusters Score -1322222 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1322527.875000 Penalty: 3095.080566
	Iteration 3Q: 3 clusters Score -1322528 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1322954.625000 Penalty: 3095.080566
	Iteration 4Q: 3 clusters Score -1322955 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1323448.375000 Penalty: 3095.080566
	Iteration 5F: 3 clusters Score -1323448 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1323866.750000 Penalty: 3095.080566
	Iteration 6F: 3 clusters Score -1323867 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1324175.500000 Penalty: 3095.080566
	Iteration 7Q: 3 clusters Score -1324176 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1324427.375000 Penalty: 3095.080566
	Iteration 8Q: 3 clusters Score -1324427 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1324670.500000 Penalty: 3095.080566
	Iteration 9Q: 3 clusters Score -1324670 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1324901.375000 Penalty: 3095.080566
	Iteration 10Q: 3 clusters Score -1324901 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1325125.750000 Penalty: 3095.080566
	Iteration 11Q: 3 clusters Score -1325126 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1325366.250000 Penalty: 3095.080566
	Iteration 12Q: 3 clusters Score -1325366 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1325655.875000 Penalty: 3095.080566
	Iteration 13Q: 3 clusters Score -1325656 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1325919.750000 Penalty: 3095.080566
	Iteration 14Q: 3 clusters Score -1325920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1326145.375000 Penalty: 3095.080566
	Iteration 15Q: 3 clusters Score -1326145 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1326337.625000 Penalty: 3095.080566
	Iteration 16Q: 3 clusters Score -1326338 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1326529.250000 Penalty: 3095.080566
	Iteration 17Q: 3 clusters Score -1326529 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1326734.625000 Penalty: 3095.080566
	Iteration 18Q: 3 clusters Score -1326735 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1326906.500000 Penalty: 3095.080566
	Iteration 19Q: 3 clusters Score -1326906 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1327062.625000 Penalty: 3095.080566
	Iteration 20F: 3 clusters Score -1327063 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1327202.500000 Penalty: 3095.080566
	Iteration 21Q: 3 clusters Score -1327202 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1327309.500000 Penalty: 3095.080566
	Iteration 22Q: 3 clusters Score -1327310 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1327399.125000 Penalty: 3095.080566
	Iteration 23Q: 3 clusters Score -1327399 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1327473.625000 Penalty: 3095.080566
	Iteration 24Q: 3 clusters Score -1327474 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1327534.750000 Penalty: 3095.080566
	Iteration 25Q: 3 clusters Score -1327535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1327579.250000 Penalty: 3095.080566
	Iteration 26Q: 3 clusters Score -1327579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1327621.625000 Penalty: 3095.080566
	Iteration 27Q: 3 clusters Score -1327622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1327642.375000 Penalty: 3095.080566
	Iteration 28Q: 3 clusters Score -1327642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1327661.125000 Penalty: 3095.080566
	Iteration 29Q: 3 clusters Score -1327661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1327669.125000 Penalty: 3095.080566
	Iteration 30Q: 3 clusters Score -1327669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1327680.125000 Penalty: 3095.080566
	Iteration 31Q: 3 clusters Score -1327680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1327690.375000 Penalty: 3095.080566
	Iteration 32Q: 3 clusters Score -1327690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1327706.000000 Penalty: 3095.080566
	Iteration 33Q: 3 clusters Score -1327706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1327722.000000 Penalty: 3095.080566
	Iteration 34Q: 3 clusters Score -1327722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1327736.500000 Penalty: 3095.080566
	Iteration 35Q: 3 clusters Score -1327736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1327754.125000 Penalty: 3095.080566
	Iteration 36Q: 3 clusters Score -1327754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1327771.750000 Penalty: 3095.080566
	Iteration 37Q: 3 clusters Score -1327772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1327793.000000 Penalty: 3095.080566
	Iteration 38Q: 3 clusters Score -1327793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1327811.875000 Penalty: 3095.080566
	Iteration 39Q: 3 clusters Score -1327812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1327822.500000 Penalty: 3095.080566
	Iteration 40F: 3 clusters Score -1327822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1327831.500000 Penalty: 3095.080566
	Iteration 41Q: 3 clusters Score -1327832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1327843.125000 Penalty: 3095.080566
	Iteration 42Q: 3 clusters Score -1327843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1327846.750000 Penalty: 3095.080566
	Iteration 43Q: 3 clusters Score -1327847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1327851.125000 Penalty: 3095.080566
	Iteration 44Q: 3 clusters Score -1327851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1327853.125000 Penalty: 3095.080566
	Iteration 45Q: 3 clusters Score -1327853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1327855.750000 Penalty: 3095.080566
	Iteration 46Q: 3 clusters Score -1327856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1327859.375000 Penalty: 3095.080566
	Iteration 47Q: 3 clusters Score -1327859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1327861.125000 Penalty: 3095.080566
	Iteration 48Q: 3 clusters Score -1327861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1327862.000000 Penalty: 3095.080566
	Iteration 49Q: 3 clusters Score -1327862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1327861.625000 Penalty: 3095.080566
	Iteration 50Q: 3 clusters Score -1327862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1327863.250000 Penalty: 3095.080566
	Iteration 51Q: 3 clusters Score -1327863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1327862.750000 Penalty: 3095.080566
	Iteration 52Q: 3 clusters Score -1327863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1327861.625000 Penalty: 3095.080566
	Iteration 53Q: 3 clusters Score -1327862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1327861.625000 Penalty: 3095.080566
	Iteration 54F: 3 clusters Score -1327862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -332567.375000 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -332567.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -329532.125000 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -329532.1 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -330333.750000 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -330333.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -330477.656250 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -330477.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -330587.718750 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -330587.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -330674.812500 Penalty: 2654.204834
	Iteration 4Q: 3 clusters Score -330674.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -330748.781250 Penalty: 2654.204834
	Iteration 5Q: 3 clusters Score -330748.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -330815.500000 Penalty: 2654.204834
	Iteration 6Q: 3 clusters Score -330815.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -330907.781250 Penalty: 2654.204834
	Iteration 7Q: 3 clusters Score -330907.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -330994.468750 Penalty: 2654.204834
	Iteration 8Q: 3 clusters Score -330994.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -331073.468750 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -331073.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -331157.875000 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -331157.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -331235.593750 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -331235.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -331303.000000 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -331303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -331348.187500 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -331348.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -331381.312500 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -331381.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -331408.687500 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -331408.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -331430.218750 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -331430.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -331444.031250 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -331444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -331461.437500 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -331461.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -331477.093750 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -331477.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -331494.156250 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -331494.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -331505.781250 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -331505.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331517.625000 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -331517.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -331533.062500 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -331533.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -331549.843750 Penalty: 2654.204834
	Iteration 24Q: 3 clusters Score -331549.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -331565.531250 Penalty: 2654.204834
	Iteration 25Q: 3 clusters Score -331565.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -331585.281250 Penalty: 2654.204834
	Iteration 26Q: 3 clusters Score -331585.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -331602.875000 Penalty: 2654.204834
	Iteration 27Q: 3 clusters Score -331602.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -331629.656250 Penalty: 2654.204834
	Iteration 28Q: 3 clusters Score -331629.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -331652.843750 Penalty: 2654.204834
	Iteration 29Q: 3 clusters Score -331652.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -331672.156250 Penalty: 2654.204834
	Iteration 30Q: 3 clusters Score -331672.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -331686.937500 Penalty: 2654.204834
	Iteration 31Q: 3 clusters Score -331686.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -331705.718750 Penalty: 2654.204834
	Iteration 32Q: 3 clusters Score -331705.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -331722.531250 Penalty: 2654.204834
	Iteration 33Q: 3 clusters Score -331722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -331735.437500 Penalty: 2654.204834
	Iteration 34Q: 3 clusters Score -331735.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -331742.312500 Penalty: 2654.204834
	Iteration 35Q: 3 clusters Score -331742.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -331749.656250 Penalty: 2654.204834
	Iteration 36Q: 3 clusters Score -331749.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -331761.031250 Penalty: 2654.204834
	Iteration 37Q: 3 clusters Score -331761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -331768.500000 Penalty: 2654.204834
	Iteration 38Q: 3 clusters Score -331768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -331771.312500 Penalty: 2654.204834
	Iteration 39Q: 3 clusters Score -331771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -331773.593750 Penalty: 2654.204834
	Iteration 40F: 3 clusters Score -331773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -331774.031250 Penalty: 2654.204834
	Iteration 41Q: 3 clusters Score -331774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -331773.750000 Penalty: 2654.204834
	Iteration 42Q: 3 clusters Score -331773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -331774.375000 Penalty: 2654.204834
	Iteration 43Q: 3 clusters Score -331774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -331774.375000 Penalty: 2654.204834
	Iteration 44F: 3 clusters Score -331774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Entering Unmasked Estep 
Score: -619545.687500 Penalty: 1418.973267
	Iteration 0F: 2 clusters Score -619545.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -614737.750000 Penalty: 2837.946533
	Iteration 0F: 3 clusters Score -614737.8 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -616218.250000 Penalty: 2837.946533
	Iteration 1F: 3 clusters Score -616218.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -616658.812500 Penalty: 2837.946533
	Iteration 2F: 3 clusters Score -616658.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -617203.250000 Penalty: 2837.946533
	Iteration 3F: 3 clusters Score -617203.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -617637.625000 Penalty: 2837.946533
	Iteration 4F: 3 clusters Score -617637.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -617998.875000 Penalty: 2837.946533
	Iteration 5F: 3 clusters Score -617998.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -618264.750000 Penalty: 2837.946533
	Iteration 6F: 3 clusters Score -618264.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -618496.875000 Penalty: 2837.946533
	Iteration 7Q: 3 clusters Score -618496.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -618677.562500 Penalty: 2837.946533
	Iteration 8Q: 3 clusters Score -618677.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -618804.250000 Penalty: 2837.946533
	Iteration 9Q: 3 clusters Score -618804.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -618887.562500 Penalty: 2837.946533
	Iteration 10Q: 3 clusters Score -618887.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -618937.750000 Penalty: 2837.946533
	Iteration 11Q: 3 clusters Score -618937.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -618970.500000 Penalty: 2837.946533
	Iteration 12Q: 3 clusters Score -618970.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -618998.875000 Penalty: 2837.946533
	Iteration 13Q: 3 clusters Score -618998.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -619021.187500 Penalty: 2837.946533
	Iteration 14Q: 3 clusters Score -619021.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -619036.937500 Penalty: 2837.946533
	Iteration 15Q: 3 clusters Score -619036.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -619043.937500 Penalty: 2837.946533
	Iteration 16Q: 3 clusters Score -619043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -619049.187500 Penalty: 2837.946533
	Iteration 17Q: 3 clusters Score -619049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -619051.062500 Penalty: 2837.946533
	Iteration 18Q: 3 clusters Score -619051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -619052.687500 Penalty: 2837.946533
	Iteration 19Q: 3 clusters Score -619052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -619054.500000 Penalty: 2837.946533
	Iteration 20F: 3 clusters Score -619054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -619054.750000 Penalty: 2837.946533
	Iteration 21Q: 3 clusters Score -619054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -619057.000000 Penalty: 2837.946533
	Iteration 22Q: 3 clusters Score -619057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -619057.500000 Penalty: 2837.946533
	Iteration 23Q: 3 clusters Score -619057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -619059.250000 Penalty: 2837.946533
	Iteration 24Q: 3 clusters Score -619059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -619060.812500 Penalty: 2837.946533
	Iteration 25Q: 3 clusters Score -619060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -619060.562500 Penalty: 2837.946533
	Iteration 26Q: 3 clusters Score -619060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -619060.562500 Penalty: 2837.946533
	Iteration 27F: 3 clusters Score -619060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -174609.500000 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -174609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -172631.968750 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -172632 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -173062.921875 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -173062.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -173160.390625 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -173160.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -173209.953125 Penalty: 2437.132812
	Iteration 3Q: 3 clusters Score -173210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -173236.843750 Penalty: 2437.132812
	Iteration 4Q: 3 clusters Score -173236.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -173248.656250 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -173248.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -173259.796875 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -173259.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -173266.312500 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -173266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -173274.640625 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -173274.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -173285.218750 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -173285.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -173296.484375 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -173296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -173305.453125 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -173305.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173313.890625 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -173313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173319.375000 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -173319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173322.625000 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -173322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -173325.984375 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -173326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -173328.765625 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -173328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -173329.859375 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -173329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173331.562500 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -173331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -173334.046875 Penalty: 2437.132812
	Iteration 19Q: 3 clusters Score -173334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173336.953125 Penalty: 2437.132812
	Iteration 20F: 3 clusters Score -173337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -173337.750000 Penalty: 2437.132812
	Iteration 21Q: 3 clusters Score -173337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -173339.875000 Penalty: 2437.132812
	Iteration 22Q: 3 clusters Score -173339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -173342.796875 Penalty: 2437.132812
	Iteration 23Q: 3 clusters Score -173342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -173345.093750 Penalty: 2437.132812
	Iteration 24Q: 3 clusters Score -173345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -173348.375000 Penalty: 2437.132812
	Iteration 25Q: 3 clusters Score -173348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -173349.875000 Penalty: 2437.132812
	Iteration 26Q: 3 clusters Score -173349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -173350.031250 Penalty: 2437.132812
	Iteration 27Q: 3 clusters Score -173350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -173350.359375 Penalty: 2437.132812
	Iteration 28Q: 3 clusters Score -173350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -173350.359375 Penalty: 2437.132812
	Iteration 29F: 3 clusters Score -173350.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -953563.500000 Penalty: 1491.328003
	Iteration 0F: 2 clusters Score -953563.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -946577.437500 Penalty: 2982.656006
	Iteration 0F: 3 clusters Score -946577.4 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -948839.312500 Penalty: 2982.656006
	Iteration 1F: 3 clusters Score -948839.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -949106.375000 Penalty: 2982.656006
	Iteration 2F: 3 clusters Score -949106.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -949374.937500 Penalty: 2982.656006
	Iteration 3F: 3 clusters Score -949374.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -949676.875000 Penalty: 2982.656006
	Iteration 4F: 3 clusters Score -949676.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -950058.562500 Penalty: 2982.656006
	Iteration 5F: 3 clusters Score -950058.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -950460.062500 Penalty: 2982.656006
	Iteration 6F: 3 clusters Score -950460.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -950824.687500 Penalty: 2982.656006
	Iteration 7Q: 3 clusters Score -950824.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -951186.500000 Penalty: 2982.656006
	Iteration 8Q: 3 clusters Score -951186.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -951511.750000 Penalty: 2982.656006
	Iteration 9Q: 3 clusters Score -951511.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -951732.562500 Penalty: 2982.656006
	Iteration 10Q: 3 clusters Score -951732.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -951874.062500 Penalty: 2982.656006
	Iteration 11Q: 3 clusters Score -951874.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -951948.937500 Penalty: 2982.656006
	Iteration 12Q: 3 clusters Score -951948.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -952021.625000 Penalty: 2982.656006
	Iteration 13Q: 3 clusters Score -952021.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -952071.000000 Penalty: 2982.656006
	Iteration 14Q: 3 clusters Score -952071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -952113.625000 Penalty: 2982.656006
	Iteration 15Q: 3 clusters Score -952113.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -952148.687500 Penalty: 2982.656006
	Iteration 16Q: 3 clusters Score -952148.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -952177.062500 Penalty: 2982.656006
	Iteration 17Q: 3 clusters Score -952177.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -952193.000000 Penalty: 2982.656006
	Iteration 18Q: 3 clusters Score -952193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -952205.062500 Penalty: 2982.656006
	Iteration 19Q: 3 clusters Score -952205.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -952214.500000 Penalty: 2982.656006
	Iteration 20F: 3 clusters Score -952214.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -952223.000000 Penalty: 2982.656006
	Iteration 21Q: 3 clusters Score -952223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -952226.500000 Penalty: 2982.656006
	Iteration 22Q: 3 clusters Score -952226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -952233.187500 Penalty: 2982.656006
	Iteration 23Q: 3 clusters Score -952233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -952239.125000 Penalty: 2982.656006
	Iteration 24Q: 3 clusters Score -952239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -952242.000000 Penalty: 2982.656006
	Iteration 25Q: 3 clusters Score -952242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -952246.250000 Penalty: 2982.656006
	Iteration 26Q: 3 clusters Score -952246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -952248.312500 Penalty: 2982.656006
	Iteration 27Q: 3 clusters Score -952248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -952250.875000 Penalty: 2982.656006
	Iteration 28Q: 3 clusters Score -952250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -952252.062500 Penalty: 2982.656006
	Iteration 29Q: 3 clusters Score -952252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -952253.250000 Penalty: 2982.656006
	Iteration 30Q: 3 clusters Score -952253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -952254.500000 Penalty: 2982.656006
	Iteration 31Q: 3 clusters Score -952254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -952256.312500 Penalty: 2982.656006
	Iteration 32Q: 3 clusters Score -952256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -952257.687500 Penalty: 2982.656006
	Iteration 33Q: 3 clusters Score -952257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -952257.937500 Penalty: 2982.656006
	Iteration 34Q: 3 clusters Score -952257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -952259.187500 Penalty: 2982.656006
	Iteration 35Q: 3 clusters Score -952259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -952258.750000 Penalty: 2982.656006
	Iteration 36Q: 3 clusters Score -952258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -952260.750000 Penalty: 2982.656006
	Iteration 37Q: 3 clusters Score -952260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -952260.750000 Penalty: 2982.656006
	Iteration 38F: 3 clusters Score -952260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -1199362.375000 Penalty: 1524.647095
	Iteration 0F: 2 clusters Score -1199362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1190987.375000 Penalty: 3049.294189
	Iteration 0F: 3 clusters Score -1190987 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1193894.125000 Penalty: 3049.294189
	Iteration 1F: 3 clusters Score -1193894 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1194343.250000 Penalty: 3049.294189
	Iteration 2F: 3 clusters Score -1194343 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1194796.500000 Penalty: 3049.294189
	Iteration 3F: 3 clusters Score -1194796 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1195388.250000 Penalty: 3049.294189
	Iteration 4F: 3 clusters Score -1195388 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1196058.625000 Penalty: 3049.294189
	Iteration 5F: 3 clusters Score -1196059 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1196706.750000 Penalty: 3049.294189
	Iteration 6F: 3 clusters Score -1196707 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1197188.000000 Penalty: 3049.294189
	Iteration 7Q: 3 clusters Score -1197188 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1197488.875000 Penalty: 3049.294189
	Iteration 8Q: 3 clusters Score -1197489 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1197680.875000 Penalty: 3049.294189
	Iteration 9Q: 3 clusters Score -1197681 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1197805.875000 Penalty: 3049.294189
	Iteration 10Q: 3 clusters Score -1197806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1197862.125000 Penalty: 3049.294189
	Iteration 11Q: 3 clusters Score -1197862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1197903.750000 Penalty: 3049.294189
	Iteration 12Q: 3 clusters Score -1197904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1197939.875000 Penalty: 3049.294189
	Iteration 13Q: 3 clusters Score -1197940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1197965.125000 Penalty: 3049.294189
	Iteration 14Q: 3 clusters Score -1197965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1197989.375000 Penalty: 3049.294189
	Iteration 15Q: 3 clusters Score -1197989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1198003.500000 Penalty: 3049.294189
	Iteration 16Q: 3 clusters Score -1198004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1198019.750000 Penalty: 3049.294189
	Iteration 17Q: 3 clusters Score -1198020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1198034.750000 Penalty: 3049.294189
	Iteration 18Q: 3 clusters Score -1198035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1198042.125000 Penalty: 3049.294189
	Iteration 19Q: 3 clusters Score -1198042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1198052.375000 Penalty: 3049.294189
	Iteration 20F: 3 clusters Score -1198052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1198054.750000 Penalty: 3049.294189
	Iteration 21Q: 3 clusters Score -1198055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1198057.375000 Penalty: 3049.294189
	Iteration 22Q: 3 clusters Score -1198057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1198057.500000 Penalty: 3049.294189
	Iteration 23Q: 3 clusters Score -1198058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1198056.750000 Penalty: 3049.294189
	Iteration 24Q: 3 clusters Score -1198057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1198062.500000 Penalty: 3049.294189
	Iteration 25Q: 3 clusters Score -1198062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1198069.500000 Penalty: 3049.294189
	Iteration 26Q: 3 clusters Score -1198070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1198070.875000 Penalty: 3049.294189
	Iteration 27Q: 3 clusters Score -1198071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1198073.250000 Penalty: 3049.294189
	Iteration 28Q: 3 clusters Score -1198073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1198073.250000 Penalty: 3049.294189
	Iteration 29F: 3 clusters Score -1198073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -97725.546875 Penalty: 1145.785767
	Iteration 0F: 2 clusters Score -97725.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -96235.585938 Penalty: 2291.571533
	Iteration 0F: 3 clusters Score -96235.59 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -96590.937500 Penalty: 2291.571533
	Iteration 1F: 3 clusters Score -96590.94 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -96723.250000 Penalty: 2291.571533
	Iteration 2F: 3 clusters Score -96723.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -96800.843750 Penalty: 2291.571533
	Iteration 3F: 3 clusters Score -96800.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -96856.703125 Penalty: 2291.571533
	Iteration 4Q: 3 clusters Score -96856.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -96889.898438 Penalty: 2291.571533
	Iteration 5Q: 3 clusters Score -96889.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -96913.156250 Penalty: 2291.571533
	Iteration 6Q: 3 clusters Score -96913.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -96929.312500 Penalty: 2291.571533
	Iteration 7Q: 3 clusters Score -96929.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -96947.375000 Penalty: 2291.571533
	Iteration 8Q: 3 clusters Score -96947.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -96961.640625 Penalty: 2291.571533
	Iteration 9Q: 3 clusters Score -96961.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -96969.929688 Penalty: 2291.571533
	Iteration 10Q: 3 clusters Score -96969.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -96978.023438 Penalty: 2291.571533
	Iteration 11Q: 3 clusters Score -96978.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -96990.414062 Penalty: 2291.571533
	Iteration 12Q: 3 clusters Score -96990.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -96996.554688 Penalty: 2291.571533
	Iteration 13Q: 3 clusters Score -96996.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -97000.843750 Penalty: 2291.571533
	Iteration 14Q: 3 clusters Score -97000.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97002.187500 Penalty: 2291.571533
	Iteration 15Q: 3 clusters Score -97002.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -97003.976562 Penalty: 2291.571533
	Iteration 16Q: 3 clusters Score -97003.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -97007.015625 Penalty: 2291.571533
	Iteration 17Q: 3 clusters Score -97007.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -97009.406250 Penalty: 2291.571533
	Iteration 18Q: 3 clusters Score -97009.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -97010.335938 Penalty: 2291.571533
	Iteration 19Q: 3 clusters Score -97010.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -97010.335938 Penalty: 2291.571533
	Iteration 20F: 3 clusters Score -97010.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Entering Unmasked Estep 
Score: -3701236.250000 Penalty: 1709.893677
	Iteration 0F: 2 clusters Score -3701236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3676300.500000 Penalty: 3419.787354
	Iteration 0F: 3 clusters Score -3676300 nChanged 17235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3685692.500000 Penalty: 3419.787354
	Iteration 1F: 3 clusters Score -3685692 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3686262.250000 Penalty: 3419.787354
	Iteration 2Q: 3 clusters Score -3686262 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3686999.500000 Penalty: 3419.787354
	Iteration 3Q: 3 clusters Score -3687000 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3688081.000000 Penalty: 3419.787354
	Iteration 4F: 3 clusters Score -3688081 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3689732.250000 Penalty: 3419.787354
	Iteration 5F: 3 clusters Score -3689732 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3692086.500000 Penalty: 3419.787354
	Iteration 6F: 3 clusters Score -3692086 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3694767.000000 Penalty: 3419.787354
	Iteration 7F: 3 clusters Score -3694767 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -3697024.750000 Penalty: 3419.787354
	Iteration 8F: 3 clusters Score -3697025 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -3698441.750000 Penalty: 3419.787354
	Iteration 9Q: 3 clusters Score -3698442 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -3699105.500000 Penalty: 3419.787354
	Iteration 10Q: 3 clusters Score -3699106 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -3699397.250000 Penalty: 3419.787354
	Iteration 11Q: 3 clusters Score -3699397 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -3699524.500000 Penalty: 3419.787354
	Iteration 12Q: 3 clusters Score -3699524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -3699598.750000 Penalty: 3419.787354
	Iteration 13Q: 3 clusters Score -3699599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -3699639.750000 Penalty: 3419.787354
	Iteration 14Q: 3 clusters Score -3699640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -3699670.500000 Penalty: 3419.787354
	Iteration 15Q: 3 clusters Score -3699670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -3699697.250000 Penalty: 3419.787354
	Iteration 16Q: 3 clusters Score -3699697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -3699716.250000 Penalty: 3419.787354
	Iteration 17Q: 3 clusters Score -3699716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -3699734.000000 Penalty: 3419.787354
	Iteration 18Q: 3 clusters Score -3699734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -3699745.250000 Penalty: 3419.787354
	Iteration 19Q: 3 clusters Score -3699745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -3699752.250000 Penalty: 3419.787354
	Iteration 20F: 3 clusters Score -3699752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -3699751.750000 Penalty: 3419.787354
	Iteration 21Q: 3 clusters Score -3699752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3699755.000000 Penalty: 3419.787354
	Iteration 22Q: 3 clusters Score -3699755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -3699756.000000 Penalty: 3419.787354
	Iteration 23Q: 3 clusters Score -3699756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -3699754.000000 Penalty: 3419.787354
	Iteration 24Q: 3 clusters Score -3699754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -3699755.000000 Penalty: 3419.787354
	Iteration 25Q: 3 clusters Score -3699755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3699756.750000 Penalty: 3419.787354
	Iteration 26Q: 3 clusters Score -3699757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -3699756.750000 Penalty: 3419.787354
	Iteration 27F: 3 clusters Score -3699757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Entering Unmasked Estep 
Score: -10721385.000000 Penalty: 1883.633179
	Iteration 0F: 2 clusters Score -1.072138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -10649877.000000 Penalty: 3767.266357
	Iteration 0F: 3 clusters Score -1.064988e+07 nChanged 51677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -10679520.000000 Penalty: 3767.266357
	Iteration 1F: 3 clusters Score -1.067952e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -10680118.000000 Penalty: 3767.266357
	Iteration 2Q: 3 clusters Score -1.068012e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -10680891.000000 Penalty: 3767.266357
	Iteration 3Q: 3 clusters Score -1.068089e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -10682093.000000 Penalty: 3767.266357
	Iteration 4Q: 3 clusters Score -1.068209e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -10684320.000000 Penalty: 3767.266357
	Iteration 5Q: 3 clusters Score -1.068432e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -10688295.000000 Penalty: 3767.266357
	Iteration 6F: 3 clusters Score -1.06883e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -10694449.000000 Penalty: 3767.266357
	Iteration 7F: 3 clusters Score -1.069445e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -10702917.000000 Penalty: 3767.266357
	Iteration 8F: 3 clusters Score -1.070292e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -10710721.000000 Penalty: 3767.266357
	Iteration 9F: 3 clusters Score -1.071072e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -10715629.000000 Penalty: 3767.266357
	Iteration 10Q: 3 clusters Score -1.071563e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 105986 members 
Entering Unmasked Estep 
Score: -10718044.000000 Penalty: 3767.266357
	Iteration 11Q: 3 clusters Score -1.071804e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -10719058.000000 Penalty: 3767.266357
	Iteration 12Q: 3 clusters Score -1.071906e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -10719515.000000 Penalty: 3767.266357
	Iteration 13Q: 3 clusters Score -1.071952e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -10719763.000000 Penalty: 3767.266357
	Iteration 14Q: 3 clusters Score -1.071976e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -10719881.000000 Penalty: 3767.266357
	Iteration 15Q: 3 clusters Score -1.071988e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 107796 members 
Entering Unmasked Estep 
Score: -10719956.000000 Penalty: 3767.266357
	Iteration 16Q: 3 clusters Score -1.071996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -10719982.000000 Penalty: 3767.266357
	Iteration 17Q: 3 clusters Score -1.071998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -10720002.000000 Penalty: 3767.266357
	Iteration 18Q: 3 clusters Score -1.072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -10720007.000000 Penalty: 3767.266357
	Iteration 19Q: 3 clusters Score -1.072001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -10720032.000000 Penalty: 3767.266357
	Iteration 20F: 3 clusters Score -1.072003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 107817 members 
Entering Unmasked Estep 
Score: -10720057.000000 Penalty: 3767.266357
	Iteration 21Q: 3 clusters Score -1.072006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -10720084.000000 Penalty: 3767.266357
	Iteration 22Q: 3 clusters Score -1.072008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -10720092.000000 Penalty: 3767.266357
	Iteration 23Q: 3 clusters Score -1.072009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -10720104.000000 Penalty: 3767.266357
	Iteration 24Q: 3 clusters Score -1.07201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 107823 members 
Entering Unmasked Estep 
Score: -10720123.000000 Penalty: 3767.266357
	Iteration 25Q: 3 clusters Score -1.072012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -10720130.000000 Penalty: 3767.266357
	Iteration 26Q: 3 clusters Score -1.072013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -10720149.000000 Penalty: 3767.266357
	Iteration 27Q: 3 clusters Score -1.072015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -10720145.000000 Penalty: 3767.266357
	Iteration 28Q: 3 clusters Score -1.072014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 107845 members 
Entering Unmasked Estep 
Score: -10720144.000000 Penalty: 3767.266357
	Iteration 29Q: 3 clusters Score -1.072014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -10720151.000000 Penalty: 3767.266357
	Iteration 30Q: 3 clusters Score -1.072015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 107860 members 
Entering Unmasked Estep 
Score: -10720163.000000 Penalty: 3767.266357
	Iteration 31Q: 3 clusters Score -1.072016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 107866 members 
Entering Unmasked Estep 
Score: -10720159.000000 Penalty: 3767.266357
	Iteration 32Q: 3 clusters Score -1.072016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 107871 members 
Entering Unmasked Estep 
Score: -10720167.000000 Penalty: 3767.266357
	Iteration 33Q: 3 clusters Score -1.072017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -10720168.000000 Penalty: 3767.266357
	Iteration 34Q: 3 clusters Score -1.072017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -10720169.000000 Penalty: 3767.266357
	Iteration 35Q: 3 clusters Score -1.072017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 107876 members 
Entering Unmasked Estep 
Score: -10720172.000000 Penalty: 3767.266357
	Iteration 36Q: 3 clusters Score -1.072017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -10720173.000000 Penalty: 3767.266357
	Iteration 37Q: 3 clusters Score -1.072017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 107879 members 
Entering Unmasked Estep 
Score: -10720173.000000 Penalty: 3767.266357
	Iteration 38Q: 3 clusters Score -1.072017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -10720186.000000 Penalty: 3767.266357
	Iteration 39Q: 3 clusters Score -1.072019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -10720183.000000 Penalty: 3767.266357
	Iteration 40F: 3 clusters Score -1.072018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 107883 members 
Entering Unmasked Estep 
Score: -10720181.000000 Penalty: 3767.266357
	Iteration 41Q: 3 clusters Score -1.072018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -10720196.000000 Penalty: 3767.266357
	Iteration 42Q: 3 clusters Score -1.07202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -10720195.000000 Penalty: 3767.266357
	Iteration 43Q: 3 clusters Score -1.07202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
Score: -10720203.000000 Penalty: 3767.266357
	Iteration 44Q: 3 clusters Score -1.07202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -10720212.000000 Penalty: 3767.266357
	Iteration 45Q: 3 clusters Score -1.072021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -10720212.000000 Penalty: 3767.266357
	Iteration 46Q: 3 clusters Score -1.072021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -10720212.000000 Penalty: 3767.266357
	Iteration 47F: 3 clusters Score -1.072021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Entering Unmasked Estep 
Score: -1989016.250000 Penalty: 1605.926025
	Iteration 0F: 2 clusters Score -1989016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1975601.500000 Penalty: 3211.852051
	Iteration 0F: 3 clusters Score -1975602 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1980424.750000 Penalty: 3211.852051
	Iteration 1F: 3 clusters Score -1980425 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1980748.000000 Penalty: 3211.852051
	Iteration 2Q: 3 clusters Score -1980748 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1981087.375000 Penalty: 3211.852051
	Iteration 3Q: 3 clusters Score -1981087 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1981512.000000 Penalty: 3211.852051
	Iteration 4Q: 3 clusters Score -1981512 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1982165.375000 Penalty: 3211.852051
	Iteration 5F: 3 clusters Score -1982165 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1983083.500000 Penalty: 3211.852051
	Iteration 6F: 3 clusters Score -1983084 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1984340.250000 Penalty: 3211.852051
	Iteration 7F: 3 clusters Score -1984340 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1985607.750000 Penalty: 3211.852051
	Iteration 8F: 3 clusters Score -1985608 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1986521.750000 Penalty: 3211.852051
	Iteration 9Q: 3 clusters Score -1986522 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1987047.875000 Penalty: 3211.852051
	Iteration 10Q: 3 clusters Score -1987048 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1987338.750000 Penalty: 3211.852051
	Iteration 11Q: 3 clusters Score -1987339 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1987499.750000 Penalty: 3211.852051
	Iteration 12Q: 3 clusters Score -1987500 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1987587.000000 Penalty: 3211.852051
	Iteration 13Q: 3 clusters Score -1987587 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1987634.875000 Penalty: 3211.852051
	Iteration 14Q: 3 clusters Score -1987635 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1987666.125000 Penalty: 3211.852051
	Iteration 15Q: 3 clusters Score -1987666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1987685.875000 Penalty: 3211.852051
	Iteration 16Q: 3 clusters Score -1987686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1987707.625000 Penalty: 3211.852051
	Iteration 17Q: 3 clusters Score -1987708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1987729.875000 Penalty: 3211.852051
	Iteration 18Q: 3 clusters Score -1987730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1987738.750000 Penalty: 3211.852051
	Iteration 19Q: 3 clusters Score -1987739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1987747.250000 Penalty: 3211.852051
	Iteration 20F: 3 clusters Score -1987747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1987748.500000 Penalty: 3211.852051
	Iteration 21Q: 3 clusters Score -1987748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1987761.375000 Penalty: 3211.852051
	Iteration 22Q: 3 clusters Score -1987761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -1987777.375000 Penalty: 3211.852051
	Iteration 23Q: 3 clusters Score -1987777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1987784.875000 Penalty: 3211.852051
	Iteration 24Q: 3 clusters Score -1987785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1987792.125000 Penalty: 3211.852051
	Iteration 25Q: 3 clusters Score -1987792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1987798.375000 Penalty: 3211.852051
	Iteration 26Q: 3 clusters Score -1987798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1987802.250000 Penalty: 3211.852051
	Iteration 27Q: 3 clusters Score -1987802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1987808.625000 Penalty: 3211.852051
	Iteration 28Q: 3 clusters Score -1987809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -1987813.250000 Penalty: 3211.852051
	Iteration 29Q: 3 clusters Score -1987813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -1987815.125000 Penalty: 3211.852051
	Iteration 30Q: 3 clusters Score -1987815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -1987817.250000 Penalty: 3211.852051
	Iteration 31Q: 3 clusters Score -1987817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1987820.375000 Penalty: 3211.852051
	Iteration 32Q: 3 clusters Score -1987820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -1987823.000000 Penalty: 3211.852051
	Iteration 33Q: 3 clusters Score -1987823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -1987824.500000 Penalty: 3211.852051
	Iteration 34Q: 3 clusters Score -1987824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1987827.875000 Penalty: 3211.852051
	Iteration 35Q: 3 clusters Score -1987828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1987831.250000 Penalty: 3211.852051
	Iteration 36Q: 3 clusters Score -1987831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1987829.500000 Penalty: 3211.852051
	Iteration 37Q: 3 clusters Score -1987830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1987829.500000 Penalty: 3211.852051
	Iteration 38F: 3 clusters Score -1987830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Entering Unmasked Estep 
Score: -1130377.625000 Penalty: 1518.967163
	Iteration 0F: 2 clusters Score -1130378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1122268.375000 Penalty: 3037.934326
	Iteration 0F: 3 clusters Score -1122268 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1124933.500000 Penalty: 3037.934326
	Iteration 1F: 3 clusters Score -1124934 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1125197.375000 Penalty: 3037.934326
	Iteration 2F: 3 clusters Score -1125197 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1125405.000000 Penalty: 3037.934326
	Iteration 3Q: 3 clusters Score -1125405 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1125600.500000 Penalty: 3037.934326
	Iteration 4Q: 3 clusters Score -1125600 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1125803.625000 Penalty: 3037.934326
	Iteration 5Q: 3 clusters Score -1125804 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1126032.250000 Penalty: 3037.934326
	Iteration 6Q: 3 clusters Score -1126032 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1126306.750000 Penalty: 3037.934326
	Iteration 7Q: 3 clusters Score -1126307 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1126616.000000 Penalty: 3037.934326
	Iteration 8Q: 3 clusters Score -1126616 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1126927.000000 Penalty: 3037.934326
	Iteration 9Q: 3 clusters Score -1126927 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1127269.250000 Penalty: 3037.934326
	Iteration 10Q: 3 clusters Score -1127269 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1127614.125000 Penalty: 3037.934326
	Iteration 11Q: 3 clusters Score -1127614 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1127931.875000 Penalty: 3037.934326
	Iteration 12Q: 3 clusters Score -1127932 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1128233.750000 Penalty: 3037.934326
	Iteration 13Q: 3 clusters Score -1128234 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1128443.375000 Penalty: 3037.934326
	Iteration 14Q: 3 clusters Score -1128443 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1128602.875000 Penalty: 3037.934326
	Iteration 15Q: 3 clusters Score -1128603 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1128730.000000 Penalty: 3037.934326
	Iteration 16Q: 3 clusters Score -1128730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1128820.625000 Penalty: 3037.934326
	Iteration 17Q: 3 clusters Score -1128821 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1128887.500000 Penalty: 3037.934326
	Iteration 18Q: 3 clusters Score -1128888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1128934.500000 Penalty: 3037.934326
	Iteration 19Q: 3 clusters Score -1128934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1128969.375000 Penalty: 3037.934326
	Iteration 20F: 3 clusters Score -1128969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1128992.500000 Penalty: 3037.934326
	Iteration 21Q: 3 clusters Score -1128992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1129018.125000 Penalty: 3037.934326
	Iteration 22Q: 3 clusters Score -1129018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1129044.875000 Penalty: 3037.934326
	Iteration 23Q: 3 clusters Score -1129045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1129067.000000 Penalty: 3037.934326
	Iteration 24Q: 3 clusters Score -1129067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1129078.500000 Penalty: 3037.934326
	Iteration 25Q: 3 clusters Score -1129078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1129096.250000 Penalty: 3037.934326
	Iteration 26Q: 3 clusters Score -1129096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1129105.250000 Penalty: 3037.934326
	Iteration 27Q: 3 clusters Score -1129105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1129116.875000 Penalty: 3037.934326
	Iteration 28Q: 3 clusters Score -1129117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1129125.000000 Penalty: 3037.934326
	Iteration 29Q: 3 clusters Score -1129125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1129134.750000 Penalty: 3037.934326
	Iteration 30Q: 3 clusters Score -1129135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1129140.625000 Penalty: 3037.934326
	Iteration 31Q: 3 clusters Score -1129141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1129148.250000 Penalty: 3037.934326
	Iteration 32Q: 3 clusters Score -1129148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1129151.375000 Penalty: 3037.934326
	Iteration 33Q: 3 clusters Score -1129151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1129157.375000 Penalty: 3037.934326
	Iteration 34Q: 3 clusters Score -1129157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1129160.250000 Penalty: 3037.934326
	Iteration 35Q: 3 clusters Score -1129160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1129159.875000 Penalty: 3037.934326
	Iteration 36Q: 3 clusters Score -1129160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1129161.375000 Penalty: 3037.934326
	Iteration 37Q: 3 clusters Score -1129161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1129162.875000 Penalty: 3037.934326
	Iteration 38Q: 3 clusters Score -1129163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1129162.750000 Penalty: 3037.934326
	Iteration 39Q: 3 clusters Score -1129163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1129164.750000 Penalty: 3037.934326
	Iteration 40F: 3 clusters Score -1129165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1129164.500000 Penalty: 3037.934326
	Iteration 41Q: 3 clusters Score -1129164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1129164.375000 Penalty: 3037.934326
	Iteration 42Q: 3 clusters Score -1129164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1129164.375000 Penalty: 3037.934326
	Iteration 43F: 3 clusters Score -1129164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Entering Unmasked Estep 
Score: -6100152.000000 Penalty: 1791.935669
	Iteration 0F: 2 clusters Score -6100152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6059166.000000 Penalty: 3583.871338
	Iteration 0F: 3 clusters Score -6059166 nChanged 29039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6076368.500000 Penalty: 3583.871338
	Iteration 1F: 3 clusters Score -6076368 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6077680.000000 Penalty: 3583.871338
	Iteration 2Q: 3 clusters Score -6077680 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -6079741.500000 Penalty: 3583.871338
	Iteration 3F: 3 clusters Score -6079742 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -6082611.500000 Penalty: 3583.871338
	Iteration 4F: 3 clusters Score -6082612 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -6085890.000000 Penalty: 3583.871338
	Iteration 5F: 3 clusters Score -6085890 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -6089242.500000 Penalty: 3583.871338
	Iteration 6F: 3 clusters Score -6089242 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -6092043.500000 Penalty: 3583.871338
	Iteration 7F: 3 clusters Score -6092044 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6094012.500000 Penalty: 3583.871338
	Iteration 8Q: 3 clusters Score -6094012 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -6095456.500000 Penalty: 3583.871338
	Iteration 9Q: 3 clusters Score -6095456 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -6096497.500000 Penalty: 3583.871338
	Iteration 10Q: 3 clusters Score -6096498 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -6097217.500000 Penalty: 3583.871338
	Iteration 11Q: 3 clusters Score -6097218 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -6097821.000000 Penalty: 3583.871338
	Iteration 12Q: 3 clusters Score -6097821 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -6098165.000000 Penalty: 3583.871338
	Iteration 13Q: 3 clusters Score -6098165 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -6098403.000000 Penalty: 3583.871338
	Iteration 14Q: 3 clusters Score -6098403 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -6098553.000000 Penalty: 3583.871338
	Iteration 15Q: 3 clusters Score -6098553 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -6098658.000000 Penalty: 3583.871338
	Iteration 16Q: 3 clusters Score -6098658 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -6098731.000000 Penalty: 3583.871338
	Iteration 17Q: 3 clusters Score -6098731 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -6098790.000000 Penalty: 3583.871338
	Iteration 18Q: 3 clusters Score -6098790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -6098825.500000 Penalty: 3583.871338
	Iteration 19Q: 3 clusters Score -6098826 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -6098863.000000 Penalty: 3583.871338
	Iteration 20F: 3 clusters Score -6098863 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -6098905.500000 Penalty: 3583.871338
	Iteration 21Q: 3 clusters Score -6098906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -6098946.500000 Penalty: 3583.871338
	Iteration 22Q: 3 clusters Score -6098946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -6098951.500000 Penalty: 3583.871338
	Iteration 23Q: 3 clusters Score -6098952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -6098972.500000 Penalty: 3583.871338
	Iteration 24Q: 3 clusters Score -6098972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -6098983.000000 Penalty: 3583.871338
	Iteration 25Q: 3 clusters Score -6098983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -6098983.500000 Penalty: 3583.871338
	Iteration 26Q: 3 clusters Score -6098984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -6098992.500000 Penalty: 3583.871338
	Iteration 27Q: 3 clusters Score -6098992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -6098996.500000 Penalty: 3583.871338
	Iteration 28Q: 3 clusters Score -6098996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -6099009.500000 Penalty: 3583.871338
	Iteration 29Q: 3 clusters Score -6099010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -6099005.500000 Penalty: 3583.871338
	Iteration 30Q: 3 clusters Score -6099006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -6099031.500000 Penalty: 3583.871338
	Iteration 31Q: 3 clusters Score -6099032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -6099039.000000 Penalty: 3583.871338
	Iteration 32Q: 3 clusters Score -6099039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -6099064.500000 Penalty: 3583.871338
	Iteration 33Q: 3 clusters Score -6099064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -6099067.000000 Penalty: 3583.871338
	Iteration 34Q: 3 clusters Score -6099067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -6099090.000000 Penalty: 3583.871338
	Iteration 35Q: 3 clusters Score -6099090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -6099110.000000 Penalty: 3583.871338
	Iteration 36Q: 3 clusters Score -6099110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -6099135.500000 Penalty: 3583.871338
	Iteration 37Q: 3 clusters Score -6099136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -6099137.000000 Penalty: 3583.871338
	Iteration 38Q: 3 clusters Score -6099137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -6099148.000000 Penalty: 3583.871338
	Iteration 39Q: 3 clusters Score -6099148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -6099147.000000 Penalty: 3583.871338
	Iteration 40F: 3 clusters Score -6099147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -6099151.000000 Penalty: 3583.871338
	Iteration 41Q: 3 clusters Score -6099151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -6099153.500000 Penalty: 3583.871338
	Iteration 42Q: 3 clusters Score -6099154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -6099167.000000 Penalty: 3583.871338
	Iteration 43Q: 3 clusters Score -6099167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -6099175.500000 Penalty: 3583.871338
	Iteration 44Q: 3 clusters Score -6099176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -6099188.500000 Penalty: 3583.871338
	Iteration 45Q: 3 clusters Score -6099188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -6099187.500000 Penalty: 3583.871338
	Iteration 46Q: 3 clusters Score -6099188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -6099197.000000 Penalty: 3583.871338
	Iteration 47Q: 3 clusters Score -6099197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -6099207.500000 Penalty: 3583.871338
	Iteration 48Q: 3 clusters Score -6099208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -6099199.000000 Penalty: 3583.871338
	Iteration 49Q: 3 clusters Score -6099199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -6099208.000000 Penalty: 3583.871338
	Iteration 50Q: 3 clusters Score -6099208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -6099217.000000 Penalty: 3583.871338
	Iteration 51Q: 3 clusters Score -6099217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -6099218.000000 Penalty: 3583.871338
	Iteration 52Q: 3 clusters Score -6099218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -6099229.500000 Penalty: 3583.871338
	Iteration 53Q: 3 clusters Score -6099230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -6099239.500000 Penalty: 3583.871338
	Iteration 54Q: 3 clusters Score -6099240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -6099231.500000 Penalty: 3583.871338
	Iteration 55Q: 3 clusters Score -6099232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -6099235.000000 Penalty: 3583.871338
	Iteration 56Q: 3 clusters Score -6099235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -6099235.000000 Penalty: 3583.871338
	Iteration 57F: 3 clusters Score -6099235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Entering Unmasked Estep 
Score: -1701673.875000 Penalty: 1585.806274
	Iteration 0F: 2 clusters Score -1701674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1689908.000000 Penalty: 3171.612549
	Iteration 0F: 3 clusters Score -1689908 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1694083.000000 Penalty: 3171.612549
	Iteration 1F: 3 clusters Score -1694083 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1694518.625000 Penalty: 3171.612549
	Iteration 2F: 3 clusters Score -1694519 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1695110.875000 Penalty: 3171.612549
	Iteration 3F: 3 clusters Score -1695111 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1696038.500000 Penalty: 3171.612549
	Iteration 4F: 3 clusters Score -1696038 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1697278.750000 Penalty: 3171.612549
	Iteration 5F: 3 clusters Score -1697279 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1698695.750000 Penalty: 3171.612549
	Iteration 6F: 3 clusters Score -1698696 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1700226.000000 Penalty: 3171.612549
	Iteration 7F: 3 clusters Score -1700226 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1701380.375000 Penalty: 3171.612549
	Iteration 8F: 3 clusters Score -1701380 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1701903.375000 Penalty: 3171.612549
	Iteration 9Q: 3 clusters Score -1701903 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1702112.750000 Penalty: 3171.612549
	Iteration 10Q: 3 clusters Score -1702113 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1702225.500000 Penalty: 3171.612549
	Iteration 11Q: 3 clusters Score -1702226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1702297.875000 Penalty: 3171.612549
	Iteration 12Q: 3 clusters Score -1702298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1702348.750000 Penalty: 3171.612549
	Iteration 13Q: 3 clusters Score -1702349 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1702394.625000 Penalty: 3171.612549
	Iteration 14Q: 3 clusters Score -1702395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1702442.625000 Penalty: 3171.612549
	Iteration 15Q: 3 clusters Score -1702443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1702488.500000 Penalty: 3171.612549
	Iteration 16Q: 3 clusters Score -1702488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1702523.875000 Penalty: 3171.612549
	Iteration 17Q: 3 clusters Score -1702524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1702552.125000 Penalty: 3171.612549
	Iteration 18Q: 3 clusters Score -1702552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1702571.625000 Penalty: 3171.612549
	Iteration 19Q: 3 clusters Score -1702572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1702594.375000 Penalty: 3171.612549
	Iteration 20F: 3 clusters Score -1702594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1702608.000000 Penalty: 3171.612549
	Iteration 21Q: 3 clusters Score -1702608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1702623.750000 Penalty: 3171.612549
	Iteration 22Q: 3 clusters Score -1702624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1702627.375000 Penalty: 3171.612549
	Iteration 23Q: 3 clusters Score -1702627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1702628.250000 Penalty: 3171.612549
	Iteration 24Q: 3 clusters Score -1702628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1702638.500000 Penalty: 3171.612549
	Iteration 25Q: 3 clusters Score -1702638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1702648.500000 Penalty: 3171.612549
	Iteration 26Q: 3 clusters Score -1702648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1702660.125000 Penalty: 3171.612549
	Iteration 27Q: 3 clusters Score -1702660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -1702662.750000 Penalty: 3171.612549
	Iteration 28Q: 3 clusters Score -1702663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1702669.625000 Penalty: 3171.612549
	Iteration 29Q: 3 clusters Score -1702670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1702672.125000 Penalty: 3171.612549
	Iteration 30Q: 3 clusters Score -1702672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1702678.250000 Penalty: 3171.612549
	Iteration 31Q: 3 clusters Score -1702678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1702681.375000 Penalty: 3171.612549
	Iteration 32Q: 3 clusters Score -1702681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1702683.375000 Penalty: 3171.612549
	Iteration 33Q: 3 clusters Score -1702683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1702687.625000 Penalty: 3171.612549
	Iteration 34Q: 3 clusters Score -1702688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1702693.750000 Penalty: 3171.612549
	Iteration 35Q: 3 clusters Score -1702694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1702700.125000 Penalty: 3171.612549
	Iteration 36Q: 3 clusters Score -1702700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1702703.125000 Penalty: 3171.612549
	Iteration 37Q: 3 clusters Score -1702703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1702702.500000 Penalty: 3171.612549
	Iteration 38Q: 3 clusters Score -1702702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1702707.125000 Penalty: 3171.612549
	Iteration 39Q: 3 clusters Score -1702707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1702707.375000 Penalty: 3171.612549
	Iteration 40F: 3 clusters Score -1702707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1702706.000000 Penalty: 3171.612549
	Iteration 41Q: 3 clusters Score -1702706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1702710.875000 Penalty: 3171.612549
	Iteration 42Q: 3 clusters Score -1702711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1702710.875000 Penalty: 3171.612549
	Iteration 43F: 3 clusters Score -1702711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 15042 members 
Mstep: Class 5 contains 125292 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 1806 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37139 members 
Mstep: Class 20 contains 108184 members 
Mstep: Class 21 contains 19587 members 
Mstep: Class 22 contains 11470 members 
Mstep: Class 23 contains 61531 members 
Mstep: Class 24 contains 2209 members 
Mstep: Class 25 contains 15097 members 
Entering Unmasked Estep 
Score: -52407544.000000 Penalty: 53662.054688
Splitting cluster 24 changes total score from -52407088.000000 to -52407544.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 15042 members 
Mstep: Class 5 contains 125292 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13675 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 1806 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37139 members 
Mstep: Class 20 contains 108184 members 
Mstep: Class 21 contains 19587 members 
Mstep: Class 22 contains 11470 members 
Mstep: Class 23 contains 61531 members 
Mstep: Class 24 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408336.000000 Penalty: 53662.054688
Iteration 79Q: 26 clusters Score -5.240834e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17875 members 
Mstep: Class 3 contains 10974 members 
Mstep: Class 4 contains 15071 members 
Mstep: Class 5 contains 125551 members 
Mstep: Class 6 contains 28759 members 
Mstep: Class 7 contains 8729 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13662 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 9918 members 
Mstep: Class 17 contains 11858 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37206 members 
Mstep: Class 20 contains 108208 members 
Mstep: Class 21 contains 19588 members 
Mstep: Class 22 contains 11521 members 
Mstep: Class 23 contains 61555 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 14338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52409036.000000 Penalty: 53662.054688
Iteration 80F: 26 clusters Score -5.240904e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17874 members 
Mstep: Class 3 contains 10953 members 
Mstep: Class 4 contains 15015 members 
Mstep: Class 5 contains 125610 members 
Mstep: Class 6 contains 28763 members 
Mstep: Class 7 contains 8717 members 
Mstep: Class 8 contains 9555 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 12099 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13651 members 
Mstep: Class 13 contains 3523 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 10100 members 
Mstep: Class 17 contains 11840 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37236 members 
Mstep: Class 20 contains 108170 members 
Mstep: Class 21 contains 19586 members 
Mstep: Class 22 contains 11402 members 
Mstep: Class 23 contains 61549 members 
Mstep: Class 24 contains 2205 members 
Mstep: Class 25 contains 14445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52409548.000000 Penalty: 53662.054688
Iteration 81Q: 26 clusters Score -5.240955e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17882 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 125635 members 
Mstep: Class 6 contains 28767 members 
Mstep: Class 7 contains 8719 members 
Mstep: Class 8 contains 9545 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13632 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 6218 members 
Mstep: Class 15 contains 1685 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 17 contains 11829 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37256 members 
Mstep: Class 20 contains 108149 members 
Mstep: Class 21 contains 19580 members 
Mstep: Class 22 contains 11298 members 
Mstep: Class 23 contains 61548 members 
Mstep: Class 24 contains 2203 members 
Mstep: Class 25 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52409664.000000 Penalty: 53662.054688
Iteration 82Q: 26 clusters Score -5.240966e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17897 members 
Mstep: Class 3 contains 10935 members 
Mstep: Class 4 contains 14897 members 
Mstep: Class 5 contains 125637 members 
Mstep: Class 6 contains 28765 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 9539 members 
Mstep: Class 9 contains 5885 members 
Mstep: Class 10 contains 12089 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 13635 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 6221 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 10466 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 37284 members 
Mstep: Class 20 contains 108134 members 
Mstep: Class 21 contains 19577 members 
Mstep: Class 22 contains 11183 members 
Mstep: Class 23 contains 61542 members 
Mstep: Class 24 contains 2201 members 
Mstep: Class 25 contains 14594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52409964.000000 Penalty: 53662.054688
Iteration 83Q: 26 clusters Score -5.240996e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17906 members 
Mstep: Class 3 contains 10928 members 
Mstep: Class 4 contains 14858 members 
Mstep: Class 5 contains 125640 members 
Mstep: Class 6 contains 28761 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 12086 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 3448 members 
Mstep: Class 14 contains 6226 members 
Mstep: Class 15 contains 1604 members 
Mstep: Class 16 contains 10645 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 37323 members 
Mstep: Class 20 contains 108109 members 
Mstep: Class 21 contains 19577 members 
Mstep: Class 22 contains 11084 members 
Mstep: Class 23 contains 61544 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 14650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410212.000000 Penalty: 53662.054688
Iteration 84Q: 26 clusters Score -5.241021e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17908 members 
Mstep: Class 3 contains 10924 members 
Mstep: Class 4 contains 14825 members 
Mstep: Class 5 contains 125633 members 
Mstep: Class 6 contains 28754 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 9529 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 12081 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 10777 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 37360 members 
Mstep: Class 20 contains 108100 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10995 members 
Mstep: Class 23 contains 61545 members 
Mstep: Class 24 contains 2202 members 
Mstep: Class 25 contains 14706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410328.000000 Penalty: 53662.054688
Iteration 85Q: 26 clusters Score -5.241033e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17915 members 
Mstep: Class 3 contains 10926 members 
Mstep: Class 4 contains 14791 members 
Mstep: Class 5 contains 125638 members 
Mstep: Class 6 contains 28759 members 
Mstep: Class 7 contains 8688 members 
Mstep: Class 8 contains 9519 members 
Mstep: Class 9 contains 5881 members 
Mstep: Class 10 contains 12079 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 3409 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 10878 members 
Mstep: Class 17 contains 11763 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37390 members 
Mstep: Class 20 contains 108092 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 10919 members 
Mstep: Class 23 contains 61542 members 
Mstep: Class 24 contains 2197 members 
Mstep: Class 25 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410544.000000 Penalty: 53662.054688
Iteration 86Q: 26 clusters Score -5.241054e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17921 members 
Mstep: Class 3 contains 10924 members 
Mstep: Class 4 contains 14746 members 
Mstep: Class 5 contains 125642 members 
Mstep: Class 6 contains 28754 members 
Mstep: Class 7 contains 8686 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 5883 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13631 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 6232 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 10960 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37424 members 
Mstep: Class 20 contains 108084 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 10860 members 
Mstep: Class 23 contains 61539 members 
Mstep: Class 24 contains 2202 members 
Mstep: Class 25 contains 14798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410504.000000 Penalty: 53662.054688
Iteration 87Q: 26 clusters Score -5.24105e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17923 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 14709 members 
Mstep: Class 5 contains 125648 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 8683 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 5879 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 3386 members 
Mstep: Class 14 contains 6235 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 11022 members 
Mstep: Class 17 contains 11731 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 37449 members 
Mstep: Class 20 contains 108086 members 
Mstep: Class 21 contains 19573 members 
Mstep: Class 22 contains 10806 members 
Mstep: Class 23 contains 61535 members 
Mstep: Class 24 contains 2198 members 
Mstep: Class 25 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410660.000000 Penalty: 53662.054688
Iteration 88Q: 26 clusters Score -5.241066e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17927 members 
Mstep: Class 3 contains 10920 members 
Mstep: Class 4 contains 14670 members 
Mstep: Class 5 contains 125644 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 8681 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 5876 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13627 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 11080 members 
Mstep: Class 17 contains 11722 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 37469 members 
Mstep: Class 20 contains 108084 members 
Mstep: Class 21 contains 19572 members 
Mstep: Class 22 contains 10756 members 
Mstep: Class 23 contains 61528 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 14908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410692.000000 Penalty: 53662.054688
Iteration 89Q: 26 clusters Score -5.241069e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17929 members 
Mstep: Class 3 contains 10915 members 
Mstep: Class 4 contains 14650 members 
Mstep: Class 5 contains 125625 members 
Mstep: Class 6 contains 28753 members 
Mstep: Class 7 contains 8680 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13628 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 11133 members 
Mstep: Class 17 contains 11714 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 37483 members 
Mstep: Class 20 contains 108081 members 
Mstep: Class 21 contains 19573 members 
Mstep: Class 22 contains 10717 members 
Mstep: Class 23 contains 61527 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 14953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410744.000000 Penalty: 53662.054688
Iteration 90Q: 26 clusters Score -5.241074e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17929 members 
Mstep: Class 3 contains 10922 members 
Mstep: Class 4 contains 14642 members 
Mstep: Class 5 contains 125614 members 
Mstep: Class 6 contains 28753 members 
Mstep: Class 7 contains 8676 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 5867 members 
Mstep: Class 10 contains 12075 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13630 members 
Mstep: Class 13 contains 3364 members 
Mstep: Class 14 contains 6241 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 11173 members 
Mstep: Class 17 contains 11711 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37487 members 
Mstep: Class 20 contains 108074 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 22 contains 10683 members 
Mstep: Class 23 contains 61525 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 14983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410708.000000 Penalty: 53662.054688
Iteration 91Q: 26 clusters Score -5.241071e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17934 members 
Mstep: Class 3 contains 10924 members 
Mstep: Class 4 contains 14629 members 
Mstep: Class 5 contains 125610 members 
Mstep: Class 6 contains 28750 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9499 members 
Mstep: Class 9 contains 5866 members 
Mstep: Class 10 contains 12075 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13633 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 1507 members 
Mstep: Class 16 contains 11208 members 
Mstep: Class 17 contains 11707 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37496 members 
Mstep: Class 20 contains 108076 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 22 contains 10648 members 
Mstep: Class 23 contains 61531 members 
Mstep: Class 24 contains 2196 members 
Mstep: Class 25 contains 14998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410804.000000 Penalty: 53662.054688
Iteration 92Q: 26 clusters Score -5.24108e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17931 members 
Mstep: Class 3 contains 10927 members 
Mstep: Class 4 contains 14619 members 
Mstep: Class 5 contains 125600 members 
Mstep: Class 6 contains 28750 members 
Mstep: Class 7 contains 8675 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 5861 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 6243 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 11257 members 
Mstep: Class 17 contains 11702 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37504 members 
Mstep: Class 20 contains 108072 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 61533 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 14999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410840.000000 Penalty: 53662.054688
Iteration 93Q: 26 clusters Score -5.241084e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17927 members 
Mstep: Class 3 contains 10919 members 
Mstep: Class 4 contains 14610 members 
Mstep: Class 5 contains 125607 members 
Mstep: Class 6 contains 28750 members 
Mstep: Class 7 contains 8676 members 
Mstep: Class 8 contains 9494 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 12072 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3354 members 
Mstep: Class 14 contains 6244 members 
Mstep: Class 15 contains 1513 members 
Mstep: Class 16 contains 11296 members 
Mstep: Class 17 contains 11700 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37510 members 
Mstep: Class 20 contains 108072 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10599 members 
Mstep: Class 23 contains 61537 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 14996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410924.000000 Penalty: 53662.054688
Iteration 94Q: 26 clusters Score -5.241092e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17929 members 
Mstep: Class 3 contains 10914 members 
Mstep: Class 4 contains 14604 members 
Mstep: Class 5 contains 125610 members 
Mstep: Class 6 contains 28755 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9490 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 12070 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 11328 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37521 members 
Mstep: Class 20 contains 108061 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10578 members 
Mstep: Class 23 contains 61536 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 14992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410856.000000 Penalty: 53662.054688
Iteration 95Q: 26 clusters Score -5.241086e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17930 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 14589 members 
Mstep: Class 5 contains 125610 members 
Mstep: Class 6 contains 28754 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 9485 members 
Mstep: Class 9 contains 5849 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13635 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1542 members 
Mstep: Class 16 contains 11348 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37530 members 
Mstep: Class 20 contains 108058 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10568 members 
Mstep: Class 23 contains 61534 members 
Mstep: Class 24 contains 2190 members 
Mstep: Class 25 contains 14998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410884.000000 Penalty: 53662.054688
Iteration 96Q: 26 clusters Score -5.241088e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17930 members 
Mstep: Class 3 contains 10917 members 
Mstep: Class 4 contains 14583 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 28758 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 9481 members 
Mstep: Class 9 contains 5846 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 11363 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37535 members 
Mstep: Class 20 contains 108060 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10556 members 
Mstep: Class 23 contains 61532 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 14994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410972.000000 Penalty: 53662.054688
Iteration 97Q: 26 clusters Score -5.241097e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17930 members 
Mstep: Class 3 contains 10912 members 
Mstep: Class 4 contains 14578 members 
Mstep: Class 5 contains 125613 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9480 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37539 members 
Mstep: Class 20 contains 108064 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10542 members 
Mstep: Class 23 contains 61531 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 14996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411060.000000 Penalty: 53662.054688
Iteration 98Q: 26 clusters Score -5.241106e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17933 members 
Mstep: Class 3 contains 10911 members 
Mstep: Class 4 contains 14578 members 
Mstep: Class 5 contains 125611 members 
Mstep: Class 6 contains 28767 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9479 members 
Mstep: Class 9 contains 5840 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13635 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 11395 members 
Mstep: Class 17 contains 11689 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37539 members 
Mstep: Class 20 contains 108063 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10533 members 
Mstep: Class 23 contains 61526 members 
Mstep: Class 24 contains 2192 members 
Mstep: Class 25 contains 14995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411080.000000 Penalty: 53662.054688
Iteration 99Q: 26 clusters Score -5.241108e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 14575 members 
Mstep: Class 5 contains 125612 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9478 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37541 members 
Mstep: Class 20 contains 108063 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10520 members 
Mstep: Class 23 contains 61523 members 
Mstep: Class 24 contains 2190 members 
Mstep: Class 25 contains 15000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411000.000000 Penalty: 53662.054688
Iteration 100F: 26 clusters Score -5.2411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17940 members 
Mstep: Class 3 contains 10903 members 
Mstep: Class 4 contains 14574 members 
Mstep: Class 5 contains 125613 members 
Mstep: Class 6 contains 28765 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 9478 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13643 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 11419 members 
Mstep: Class 17 contains 11689 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37545 members 
Mstep: Class 20 contains 108053 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10513 members 
Mstep: Class 23 contains 61521 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 15005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410932.000000 Penalty: 53662.054688
Iteration 101Q: 26 clusters Score -5.241093e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17940 members 
Mstep: Class 3 contains 10901 members 
Mstep: Class 4 contains 14570 members 
Mstep: Class 5 contains 125613 members 
Mstep: Class 6 contains 28767 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9476 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37547 members 
Mstep: Class 20 contains 108055 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10504 members 
Mstep: Class 23 contains 61521 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 15005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411008.000000 Penalty: 53662.054688
Iteration 102Q: 26 clusters Score -5.241101e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17940 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 125609 members 
Mstep: Class 6 contains 28767 members 
Mstep: Class 7 contains 8675 members 
Mstep: Class 8 contains 9475 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13646 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 11438 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37550 members 
Mstep: Class 20 contains 108056 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10496 members 
Mstep: Class 23 contains 61521 members 
Mstep: Class 24 contains 2189 members 
Mstep: Class 25 contains 15004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411028.000000 Penalty: 53662.054688
Iteration 103Q: 26 clusters Score -5.241103e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 10900 members 
Mstep: Class 4 contains 14565 members 
Mstep: Class 5 contains 125609 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 8675 members 
Mstep: Class 8 contains 9475 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13648 members 
Mstep: Class 13 contains 3315 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37555 members 
Mstep: Class 20 contains 108052 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10486 members 
Mstep: Class 23 contains 61520 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 15004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411064.000000 Penalty: 53662.054688
Iteration 104Q: 26 clusters Score -5.241106e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 10899 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125610 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9474 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13649 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37563 members 
Mstep: Class 20 contains 108051 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10480 members 
Mstep: Class 23 contains 61519 members 
Mstep: Class 24 contains 2188 members 
Mstep: Class 25 contains 15006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411072.000000 Penalty: 53662.054688
Iteration 105Q: 26 clusters Score -5.241107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 10897 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 125602 members 
Mstep: Class 6 contains 28765 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9472 members 
Mstep: Class 9 contains 5835 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 11467 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37571 members 
Mstep: Class 20 contains 108050 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10475 members 
Mstep: Class 23 contains 61519 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 15005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411060.000000 Penalty: 53662.054688
Iteration 106Q: 26 clusters Score -5.241106e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 10896 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 125597 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 11481 members 
Mstep: Class 17 contains 11677 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37576 members 
Mstep: Class 20 contains 108046 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 15003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411096.000000 Penalty: 53662.054688
Iteration 107Q: 26 clusters Score -5.24111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 10895 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 125596 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 11498 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37580 members 
Mstep: Class 20 contains 108043 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 61519 members 
Mstep: Class 24 contains 2187 members 
Mstep: Class 25 contains 14994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411116.000000 Penalty: 53662.054688
Iteration 108Q: 26 clusters Score -5.241112e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 10893 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 125596 members 
Mstep: Class 6 contains 28767 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 5836 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37583 members 
Mstep: Class 20 contains 108043 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 61519 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411092.000000 Penalty: 53662.054688
Iteration 109Q: 26 clusters Score -5.241109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 10896 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 125595 members 
Mstep: Class 6 contains 28762 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9472 members 
Mstep: Class 9 contains 5837 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13648 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108042 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 61519 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411120.000000 Penalty: 53662.054688
Iteration 110Q: 26 clusters Score -5.241112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 10894 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 125597 members 
Mstep: Class 6 contains 28761 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9472 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108044 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411060.000000 Penalty: 53662.054688
Iteration 111Q: 26 clusters Score -5.241106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17942 members 
Mstep: Class 3 contains 10892 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 125597 members 
Mstep: Class 6 contains 28763 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9472 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 11535 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37587 members 
Mstep: Class 20 contains 108045 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10468 members 
Mstep: Class 23 contains 61516 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411032.000000 Penalty: 53662.054688
Iteration 112Q: 26 clusters Score -5.241103e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17943 members 
Mstep: Class 3 contains 10890 members 
Mstep: Class 4 contains 14566 members 
Mstep: Class 5 contains 125593 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 11554 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108045 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10468 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411056.000000 Penalty: 53662.054688
Iteration 113Q: 26 clusters Score -5.241106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17944 members 
Mstep: Class 3 contains 10892 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125591 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5838 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13644 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 11570 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108046 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10467 members 
Mstep: Class 23 contains 61517 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411032.000000 Penalty: 53662.054688
Iteration 114Q: 26 clusters Score -5.241103e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17944 members 
Mstep: Class 3 contains 10890 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125587 members 
Mstep: Class 6 contains 28764 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11586 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108047 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10467 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411060.000000 Penalty: 53662.054688
Iteration 115Q: 26 clusters Score -5.241106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 10888 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125587 members 
Mstep: Class 6 contains 28765 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11594 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108047 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10464 members 
Mstep: Class 23 contains 61519 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411064.000000 Penalty: 53662.054688
Iteration 116Q: 26 clusters Score -5.241106e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17948 members 
Mstep: Class 3 contains 10887 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125586 members 
Mstep: Class 6 contains 28766 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5839 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11604 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108047 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10462 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411044.000000 Penalty: 53662.054688
Iteration 117Q: 26 clusters Score -5.241104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17948 members 
Mstep: Class 3 contains 10886 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125588 members 
Mstep: Class 6 contains 28765 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11605 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108047 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411068.000000 Penalty: 53662.054688
Iteration 118Q: 26 clusters Score -5.241107e+07 nChanged 14
Entering ConstructFrom: 
Score: -52411068.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -127122.531250 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -127122.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -125491.429688 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -125491.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -125881.562500 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -125881.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -126009.156250 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -126009.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -126243.257812 Penalty: 2352.277832
	Iteration 3F: 3 clusters Score -126243.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -126481.617188 Penalty: 2352.277832
	Iteration 4F: 3 clusters Score -126481.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -126655.882812 Penalty: 2352.277832
	Iteration 5F: 3 clusters Score -126655.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -126763.007812 Penalty: 2352.277832
	Iteration 6F: 3 clusters Score -126763 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -126836.062500 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -126836.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -126884.296875 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -126884.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -126932.984375 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -126933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -126966.781250 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -126966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -126993.375000 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -126993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -127003.992188 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -127004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -127015.484375 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -127015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -127023.968750 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -127024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -127025.460938 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -127025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -127028.843750 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -127028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -127028.843750 Penalty: 2352.277832
	Iteration 17F: 3 clusters Score -127028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Entering Unmasked Estep 
Score: -1778269.375000 Penalty: 1591.716553
	Iteration 0F: 2 clusters Score -1778269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1765957.500000 Penalty: 3183.433105
	Iteration 0F: 3 clusters Score -1765958 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1770384.250000 Penalty: 3183.433105
	Iteration 1F: 3 clusters Score -1770384 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1770702.250000 Penalty: 3183.433105
	Iteration 2Q: 3 clusters Score -1770702 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1771011.500000 Penalty: 3183.433105
	Iteration 3Q: 3 clusters Score -1771012 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1771365.750000 Penalty: 3183.433105
	Iteration 4Q: 3 clusters Score -1771366 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1771773.875000 Penalty: 3183.433105
	Iteration 5Q: 3 clusters Score -1771774 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1772291.750000 Penalty: 3183.433105
	Iteration 6Q: 3 clusters Score -1772292 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1772956.250000 Penalty: 3183.433105
	Iteration 7F: 3 clusters Score -1772956 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1773768.625000 Penalty: 3183.433105
	Iteration 8F: 3 clusters Score -1773769 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1774559.250000 Penalty: 3183.433105
	Iteration 9F: 3 clusters Score -1774559 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1775305.625000 Penalty: 3183.433105
	Iteration 10Q: 3 clusters Score -1775306 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1775847.375000 Penalty: 3183.433105
	Iteration 11Q: 3 clusters Score -1775847 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1776189.250000 Penalty: 3183.433105
	Iteration 12Q: 3 clusters Score -1776189 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1776378.375000 Penalty: 3183.433105
	Iteration 13Q: 3 clusters Score -1776378 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1776517.125000 Penalty: 3183.433105
	Iteration 14Q: 3 clusters Score -1776517 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1776601.375000 Penalty: 3183.433105
	Iteration 15Q: 3 clusters Score -1776601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1776674.125000 Penalty: 3183.433105
	Iteration 16Q: 3 clusters Score -1776674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1776740.125000 Penalty: 3183.433105
	Iteration 17Q: 3 clusters Score -1776740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1776779.125000 Penalty: 3183.433105
	Iteration 18Q: 3 clusters Score -1776779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1776806.875000 Penalty: 3183.433105
	Iteration 19Q: 3 clusters Score -1776807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -1776830.125000 Penalty: 3183.433105
	Iteration 20F: 3 clusters Score -1776830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -1776849.500000 Penalty: 3183.433105
	Iteration 21Q: 3 clusters Score -1776850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1776857.250000 Penalty: 3183.433105
	Iteration 22Q: 3 clusters Score -1776857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1776865.000000 Penalty: 3183.433105
	Iteration 23Q: 3 clusters Score -1776865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -1776878.125000 Penalty: 3183.433105
	Iteration 24Q: 3 clusters Score -1776878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -1776893.375000 Penalty: 3183.433105
	Iteration 25Q: 3 clusters Score -1776893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1776899.875000 Penalty: 3183.433105
	Iteration 26Q: 3 clusters Score -1776900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -1776903.375000 Penalty: 3183.433105
	Iteration 27Q: 3 clusters Score -1776903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1776911.750000 Penalty: 3183.433105
	Iteration 28Q: 3 clusters Score -1776912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -1776914.000000 Penalty: 3183.433105
	Iteration 29Q: 3 clusters Score -1776914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1776917.500000 Penalty: 3183.433105
	Iteration 30Q: 3 clusters Score -1776918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1776919.500000 Penalty: 3183.433105
	Iteration 31Q: 3 clusters Score -1776920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1776924.375000 Penalty: 3183.433105
	Iteration 32Q: 3 clusters Score -1776924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1776928.500000 Penalty: 3183.433105
	Iteration 33Q: 3 clusters Score -1776928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1776932.250000 Penalty: 3183.433105
	Iteration 34Q: 3 clusters Score -1776932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1776933.000000 Penalty: 3183.433105
	Iteration 35Q: 3 clusters Score -1776933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1776936.500000 Penalty: 3183.433105
	Iteration 36Q: 3 clusters Score -1776936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1776936.500000 Penalty: 3183.433105
	Iteration 37F: 3 clusters Score -1776936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Entering Unmasked Estep 
Score: -978544.750000 Penalty: 1510.460449
	Iteration 0F: 2 clusters Score -978544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -970890.000000 Penalty: 3020.920898
	Iteration 0F: 3 clusters Score -970890 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -973402.875000 Penalty: 3020.920898
	Iteration 1F: 3 clusters Score -973402.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -973658.312500 Penalty: 3020.920898
	Iteration 2F: 3 clusters Score -973658.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -973858.937500 Penalty: 3020.920898
	Iteration 3Q: 3 clusters Score -973858.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -974087.500000 Penalty: 3020.920898
	Iteration 4Q: 3 clusters Score -974087.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -974309.375000 Penalty: 3020.920898
	Iteration 5Q: 3 clusters Score -974309.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -974539.687500 Penalty: 3020.920898
	Iteration 6Q: 3 clusters Score -974539.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -974772.687500 Penalty: 3020.920898
	Iteration 7Q: 3 clusters Score -974772.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -975069.062500 Penalty: 3020.920898
	Iteration 8Q: 3 clusters Score -975069.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -975386.625000 Penalty: 3020.920898
	Iteration 9Q: 3 clusters Score -975386.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -975720.375000 Penalty: 3020.920898
	Iteration 10Q: 3 clusters Score -975720.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -975990.500000 Penalty: 3020.920898
	Iteration 11Q: 3 clusters Score -975990.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -976211.187500 Penalty: 3020.920898
	Iteration 12Q: 3 clusters Score -976211.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -976400.250000 Penalty: 3020.920898
	Iteration 13Q: 3 clusters Score -976400.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -976543.125000 Penalty: 3020.920898
	Iteration 14Q: 3 clusters Score -976543.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -976662.562500 Penalty: 3020.920898
	Iteration 15Q: 3 clusters Score -976662.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -976753.937500 Penalty: 3020.920898
	Iteration 16Q: 3 clusters Score -976753.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -976833.250000 Penalty: 3020.920898
	Iteration 17Q: 3 clusters Score -976833.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -976903.625000 Penalty: 3020.920898
	Iteration 18Q: 3 clusters Score -976903.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -976979.500000 Penalty: 3020.920898
	Iteration 19Q: 3 clusters Score -976979.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -977046.375000 Penalty: 3020.920898
	Iteration 20F: 3 clusters Score -977046.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -977089.625000 Penalty: 3020.920898
	Iteration 21Q: 3 clusters Score -977089.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -977124.687500 Penalty: 3020.920898
	Iteration 22Q: 3 clusters Score -977124.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -977167.562500 Penalty: 3020.920898
	Iteration 23Q: 3 clusters Score -977167.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -977203.250000 Penalty: 3020.920898
	Iteration 24Q: 3 clusters Score -977203.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -977239.312500 Penalty: 3020.920898
	Iteration 25Q: 3 clusters Score -977239.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -977279.625000 Penalty: 3020.920898
	Iteration 26Q: 3 clusters Score -977279.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -977308.062500 Penalty: 3020.920898
	Iteration 27Q: 3 clusters Score -977308.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -977325.937500 Penalty: 3020.920898
	Iteration 28Q: 3 clusters Score -977325.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -977341.187500 Penalty: 3020.920898
	Iteration 29Q: 3 clusters Score -977341.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -977358.312500 Penalty: 3020.920898
	Iteration 30Q: 3 clusters Score -977358.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -977372.937500 Penalty: 3020.920898
	Iteration 31Q: 3 clusters Score -977372.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -977386.250000 Penalty: 3020.920898
	Iteration 32Q: 3 clusters Score -977386.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -977396.812500 Penalty: 3020.920898
	Iteration 33Q: 3 clusters Score -977396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -977406.375000 Penalty: 3020.920898
	Iteration 34Q: 3 clusters Score -977406.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -977411.625000 Penalty: 3020.920898
	Iteration 35Q: 3 clusters Score -977411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -977413.625000 Penalty: 3020.920898
	Iteration 36Q: 3 clusters Score -977413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -977414.250000 Penalty: 3020.920898
	Iteration 37Q: 3 clusters Score -977414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -977417.562500 Penalty: 3020.920898
	Iteration 38Q: 3 clusters Score -977417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -977419.562500 Penalty: 3020.920898
	Iteration 39Q: 3 clusters Score -977419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -977422.500000 Penalty: 3020.920898
	Iteration 40F: 3 clusters Score -977422.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -977428.187500 Penalty: 3020.920898
	Iteration 41Q: 3 clusters Score -977428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -977430.437500 Penalty: 3020.920898
	Iteration 42Q: 3 clusters Score -977430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -977430.937500 Penalty: 3020.920898
	Iteration 43Q: 3 clusters Score -977430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -977435.937500 Penalty: 3020.920898
	Iteration 44Q: 3 clusters Score -977435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -977436.625000 Penalty: 3020.920898
	Iteration 45Q: 3 clusters Score -977436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -977439.062500 Penalty: 3020.920898
	Iteration 46Q: 3 clusters Score -977439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -977440.687500 Penalty: 3020.920898
	Iteration 47Q: 3 clusters Score -977440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -977442.125000 Penalty: 3020.920898
	Iteration 48Q: 3 clusters Score -977442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -977445.125000 Penalty: 3020.920898
	Iteration 49Q: 3 clusters Score -977445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -977444.562500 Penalty: 3020.920898
	Iteration 50Q: 3 clusters Score -977444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -977444.562500 Penalty: 3020.920898
	Iteration 51F: 3 clusters Score -977444.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Entering Unmasked Estep 
Score: -1438959.750000 Penalty: 1557.719238
	Iteration 0F: 2 clusters Score -1438960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1428951.375000 Penalty: 3115.438477
	Iteration 0F: 3 clusters Score -1428951 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1432118.750000 Penalty: 3115.438477
	Iteration 1F: 3 clusters Score -1432119 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1432349.750000 Penalty: 3115.438477
	Iteration 2Q: 3 clusters Score -1432350 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1432549.625000 Penalty: 3115.438477
	Iteration 3Q: 3 clusters Score -1432550 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1432710.000000 Penalty: 3115.438477
	Iteration 4Q: 3 clusters Score -1432710 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1432852.125000 Penalty: 3115.438477
	Iteration 5Q: 3 clusters Score -1432852 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1432976.875000 Penalty: 3115.438477
	Iteration 6Q: 3 clusters Score -1432977 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1433118.750000 Penalty: 3115.438477
	Iteration 7Q: 3 clusters Score -1433119 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1433271.000000 Penalty: 3115.438477
	Iteration 8Q: 3 clusters Score -1433271 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1433411.125000 Penalty: 3115.438477
	Iteration 9Q: 3 clusters Score -1433411 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1433565.250000 Penalty: 3115.438477
	Iteration 10Q: 3 clusters Score -1433565 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1433745.375000 Penalty: 3115.438477
	Iteration 11Q: 3 clusters Score -1433745 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1433964.000000 Penalty: 3115.438477
	Iteration 12Q: 3 clusters Score -1433964 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1434304.750000 Penalty: 3115.438477
	Iteration 13Q: 3 clusters Score -1434305 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1434751.500000 Penalty: 3115.438477
	Iteration 14F: 3 clusters Score -1434752 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1435260.125000 Penalty: 3115.438477
	Iteration 15F: 3 clusters Score -1435260 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1435827.250000 Penalty: 3115.438477
	Iteration 16F: 3 clusters Score -1435827 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1436343.375000 Penalty: 3115.438477
	Iteration 17Q: 3 clusters Score -1436343 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1436751.875000 Penalty: 3115.438477
	Iteration 18Q: 3 clusters Score -1436752 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1437098.125000 Penalty: 3115.438477
	Iteration 19Q: 3 clusters Score -1437098 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1437353.750000 Penalty: 3115.438477
	Iteration 20F: 3 clusters Score -1437354 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1437488.250000 Penalty: 3115.438477
	Iteration 21Q: 3 clusters Score -1437488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1437550.000000 Penalty: 3115.438477
	Iteration 22Q: 3 clusters Score -1437550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1437590.125000 Penalty: 3115.438477
	Iteration 23Q: 3 clusters Score -1437590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1437623.375000 Penalty: 3115.438477
	Iteration 24Q: 3 clusters Score -1437623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1437652.625000 Penalty: 3115.438477
	Iteration 25Q: 3 clusters Score -1437653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1437679.250000 Penalty: 3115.438477
	Iteration 26Q: 3 clusters Score -1437679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1437688.875000 Penalty: 3115.438477
	Iteration 27Q: 3 clusters Score -1437689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1437694.625000 Penalty: 3115.438477
	Iteration 28Q: 3 clusters Score -1437695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1437710.500000 Penalty: 3115.438477
	Iteration 29Q: 3 clusters Score -1437710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1437713.875000 Penalty: 3115.438477
	Iteration 30Q: 3 clusters Score -1437714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1437712.250000 Penalty: 3115.438477
	Iteration 31Q: 3 clusters Score -1437712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1437718.125000 Penalty: 3115.438477
	Iteration 32Q: 3 clusters Score -1437718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1437719.250000 Penalty: 3115.438477
	Iteration 33Q: 3 clusters Score -1437719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1437720.875000 Penalty: 3115.438477
	Iteration 34Q: 3 clusters Score -1437721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1437724.000000 Penalty: 3115.438477
	Iteration 35Q: 3 clusters Score -1437724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1437726.625000 Penalty: 3115.438477
	Iteration 36Q: 3 clusters Score -1437727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1437726.625000 Penalty: 3115.438477
	Iteration 37Q: 3 clusters Score -1437727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1437728.375000 Penalty: 3115.438477
	Iteration 38Q: 3 clusters Score -1437728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1437731.500000 Penalty: 3115.438477
	Iteration 39Q: 3 clusters Score -1437732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1437736.000000 Penalty: 3115.438477
	Iteration 40F: 3 clusters Score -1437736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1437737.500000 Penalty: 3115.438477
	Iteration 41Q: 3 clusters Score -1437738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1437737.500000 Penalty: 3115.438477
	Iteration 42Q: 3 clusters Score -1437738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1437737.500000 Penalty: 3115.438477
	Iteration 43F: 3 clusters Score -1437738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (125587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125587 members 
Entering Unmasked Estep 
Score: -12454694.000000 Penalty: 1907.872559
	Iteration 0F: 2 clusters Score -1.245469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -12371580.000000 Penalty: 3815.745117
	Iteration 0F: 3 clusters Score -1.237158e+07 nChanged 60414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -12407219.000000 Penalty: 3815.745117
	Iteration 1F: 3 clusters Score -1.240722e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -12408212.000000 Penalty: 3815.745117
	Iteration 2Q: 3 clusters Score -1.240821e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -12409403.000000 Penalty: 3815.745117
	Iteration 3Q: 3 clusters Score -1.24094e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64444 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -12411041.000000 Penalty: 3815.745117
	Iteration 4Q: 3 clusters Score -1.241104e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -12413336.000000 Penalty: 3815.745117
	Iteration 5Q: 3 clusters Score -1.241334e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -12415778.000000 Penalty: 3815.745117
	Iteration 6Q: 3 clusters Score -1.241578e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66799 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -12418293.000000 Penalty: 3815.745117
	Iteration 7Q: 3 clusters Score -1.241829e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -12420778.000000 Penalty: 3815.745117
	Iteration 8Q: 3 clusters Score -1.242078e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -12423078.000000 Penalty: 3815.745117
	Iteration 9Q: 3 clusters Score -1.242308e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -12425203.000000 Penalty: 3815.745117
	Iteration 10Q: 3 clusters Score -1.24252e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -12427441.000000 Penalty: 3815.745117
	Iteration 11Q: 3 clusters Score -1.242744e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -12429961.000000 Penalty: 3815.745117
	Iteration 12Q: 3 clusters Score -1.242996e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -12432747.000000 Penalty: 3815.745117
	Iteration 13Q: 3 clusters Score -1.243275e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -12435917.000000 Penalty: 3815.745117
	Iteration 14Q: 3 clusters Score -1.243592e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -12439321.000000 Penalty: 3815.745117
	Iteration 15Q: 3 clusters Score -1.243932e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -12442469.000000 Penalty: 3815.745117
	Iteration 16Q: 3 clusters Score -1.244247e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -12445335.000000 Penalty: 3815.745117
	Iteration 17Q: 3 clusters Score -1.244534e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114226 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -12447607.000000 Penalty: 3815.745117
	Iteration 18Q: 3 clusters Score -1.244761e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117228 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -12449375.000000 Penalty: 3815.745117
	Iteration 19Q: 3 clusters Score -1.244938e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119370 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -12450668.000000 Penalty: 3815.745117
	Iteration 20F: 3 clusters Score -1.245067e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -12451563.000000 Penalty: 3815.745117
	Iteration 21Q: 3 clusters Score -1.245156e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121753 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -12452161.000000 Penalty: 3815.745117
	Iteration 22Q: 3 clusters Score -1.245216e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122338 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -12452519.000000 Penalty: 3815.745117
	Iteration 23Q: 3 clusters Score -1.245252e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122757 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -12452750.000000 Penalty: 3815.745117
	Iteration 24Q: 3 clusters Score -1.245275e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -12452906.000000 Penalty: 3815.745117
	Iteration 25Q: 3 clusters Score -1.245291e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -12453032.000000 Penalty: 3815.745117
	Iteration 26Q: 3 clusters Score -1.245303e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123456 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -12453062.000000 Penalty: 3815.745117
	Iteration 27Q: 3 clusters Score -1.245306e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -12453128.000000 Penalty: 3815.745117
	Iteration 28Q: 3 clusters Score -1.245313e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123673 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -12453172.000000 Penalty: 3815.745117
	Iteration 29Q: 3 clusters Score -1.245317e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -12453197.000000 Penalty: 3815.745117
	Iteration 30Q: 3 clusters Score -1.24532e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123793 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -12453198.000000 Penalty: 3815.745117
	Iteration 31Q: 3 clusters Score -1.24532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -12453209.000000 Penalty: 3815.745117
	Iteration 32Q: 3 clusters Score -1.245321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123866 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12453225.000000 Penalty: 3815.745117
	Iteration 33Q: 3 clusters Score -1.245322e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123896 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12453236.000000 Penalty: 3815.745117
	Iteration 34Q: 3 clusters Score -1.245324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123925 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -12453252.000000 Penalty: 3815.745117
	Iteration 35Q: 3 clusters Score -1.245325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -12453271.000000 Penalty: 3815.745117
	Iteration 36Q: 3 clusters Score -1.245327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -12453282.000000 Penalty: 3815.745117
	Iteration 37Q: 3 clusters Score -1.245328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123982 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12453276.000000 Penalty: 3815.745117
	Iteration 38Q: 3 clusters Score -1.245328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12453292.000000 Penalty: 3815.745117
	Iteration 39Q: 3 clusters Score -1.245329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124001 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -12453294.000000 Penalty: 3815.745117
	Iteration 40F: 3 clusters Score -1.245329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12453298.000000 Penalty: 3815.745117
	Iteration 41Q: 3 clusters Score -1.24533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124023 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -12453302.000000 Penalty: 3815.745117
	Iteration 42Q: 3 clusters Score -1.24533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124033 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12453317.000000 Penalty: 3815.745117
	Iteration 43Q: 3 clusters Score -1.245332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12453316.000000 Penalty: 3815.745117
	Iteration 44Q: 3 clusters Score -1.245332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124059 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -12453320.000000 Penalty: 3815.745117
	Iteration 45Q: 3 clusters Score -1.245332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -12453321.000000 Penalty: 3815.745117
	Iteration 46Q: 3 clusters Score -1.245332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124075 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -12453324.000000 Penalty: 3815.745117
	Iteration 47Q: 3 clusters Score -1.245332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124082 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12453324.000000 Penalty: 3815.745117
	Iteration 48Q: 3 clusters Score -1.245332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124085 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12453323.000000 Penalty: 3815.745117
	Iteration 49Q: 3 clusters Score -1.245332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124090 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -12453320.000000 Penalty: 3815.745117
	Iteration 50Q: 3 clusters Score -1.245332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124092 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12453322.000000 Penalty: 3815.745117
	Iteration 51Q: 3 clusters Score -1.245332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -12453319.000000 Penalty: 3815.745117
	Iteration 52Q: 3 clusters Score -1.245332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124103 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -12453318.000000 Penalty: 3815.745117
	Iteration 53Q: 3 clusters Score -1.245332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12453314.000000 Penalty: 3815.745117
	Iteration 54Q: 3 clusters Score -1.245331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124113 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -12453312.000000 Penalty: 3815.745117
	Iteration 55Q: 3 clusters Score -1.245331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12453308.000000 Penalty: 3815.745117
	Iteration 56Q: 3 clusters Score -1.245331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124117 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -12453317.000000 Penalty: 3815.745117
	Iteration 57Q: 3 clusters Score -1.245332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124119 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -12453316.000000 Penalty: 3815.745117
	Iteration 58Q: 3 clusters Score -1.245332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -12453318.000000 Penalty: 3815.745117
	Iteration 59Q: 3 clusters Score -1.245332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124121 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12453319.000000 Penalty: 3815.745117
	Iteration 60F: 3 clusters Score -1.245332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -12453323.000000 Penalty: 3815.745117
	Iteration 61Q: 3 clusters Score -1.245332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124124 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12453320.000000 Penalty: 3815.745117
	Iteration 62Q: 3 clusters Score -1.245332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124126 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -12453315.000000 Penalty: 3815.745117
	Iteration 63Q: 3 clusters Score -1.245332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124127 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12453319.000000 Penalty: 3815.745117
	Iteration 64Q: 3 clusters Score -1.245332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124129 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12453317.000000 Penalty: 3815.745117
	Iteration 65Q: 3 clusters Score -1.245332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124130 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12453324.000000 Penalty: 3815.745117
	Iteration 66Q: 3 clusters Score -1.245332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124130 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12453324.000000 Penalty: 3815.745117
	Iteration 67F: 3 clusters Score -1.245332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Entering Unmasked Estep 
Score: -2807096.500000 Penalty: 1668.368042
	Iteration 0F: 2 clusters Score -2807096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2787846.000000 Penalty: 3336.736084
	Iteration 0F: 3 clusters Score -2787846 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2795004.750000 Penalty: 3336.736084
	Iteration 1F: 3 clusters Score -2795005 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2795693.750000 Penalty: 3336.736084
	Iteration 2Q: 3 clusters Score -2795694 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2796645.500000 Penalty: 3336.736084
	Iteration 3F: 3 clusters Score -2796646 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2797789.250000 Penalty: 3336.736084
	Iteration 4F: 3 clusters Score -2797789 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2799241.000000 Penalty: 3336.736084
	Iteration 5F: 3 clusters Score -2799241 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2800986.000000 Penalty: 3336.736084
	Iteration 6F: 3 clusters Score -2800986 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2803025.250000 Penalty: 3336.736084
	Iteration 7F: 3 clusters Score -2803025 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2805097.250000 Penalty: 3336.736084
	Iteration 8F: 3 clusters Score -2805097 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2806859.750000 Penalty: 3336.736084
	Iteration 9F: 3 clusters Score -2806860 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2808047.750000 Penalty: 3336.736084
	Iteration 10Q: 3 clusters Score -2808048 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2808539.500000 Penalty: 3336.736084
	Iteration 11Q: 3 clusters Score -2808540 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2808744.750000 Penalty: 3336.736084
	Iteration 12Q: 3 clusters Score -2808745 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2808847.750000 Penalty: 3336.736084
	Iteration 13Q: 3 clusters Score -2808848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2808882.250000 Penalty: 3336.736084
	Iteration 14Q: 3 clusters Score -2808882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2808910.750000 Penalty: 3336.736084
	Iteration 15Q: 3 clusters Score -2808911 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2808928.250000 Penalty: 3336.736084
	Iteration 16Q: 3 clusters Score -2808928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2808941.750000 Penalty: 3336.736084
	Iteration 17Q: 3 clusters Score -2808942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2808946.750000 Penalty: 3336.736084
	Iteration 18Q: 3 clusters Score -2808947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2808948.750000 Penalty: 3336.736084
	Iteration 19Q: 3 clusters Score -2808949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2808956.000000 Penalty: 3336.736084
	Iteration 20F: 3 clusters Score -2808956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2808956.250000 Penalty: 3336.736084
	Iteration 21Q: 3 clusters Score -2808956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2808958.750000 Penalty: 3336.736084
	Iteration 22Q: 3 clusters Score -2808959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2808967.000000 Penalty: 3336.736084
	Iteration 23Q: 3 clusters Score -2808967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2808968.000000 Penalty: 3336.736084
	Iteration 24Q: 3 clusters Score -2808968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2808971.500000 Penalty: 3336.736084
	Iteration 25Q: 3 clusters Score -2808972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2808971.750000 Penalty: 3336.736084
	Iteration 26Q: 3 clusters Score -2808972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2808975.500000 Penalty: 3336.736084
	Iteration 27Q: 3 clusters Score -2808976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2808973.750000 Penalty: 3336.736084
	Iteration 28Q: 3 clusters Score -2808974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2808976.250000 Penalty: 3336.736084
	Iteration 29Q: 3 clusters Score -2808976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2808974.500000 Penalty: 3336.736084
	Iteration 30Q: 3 clusters Score -2808974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2808974.500000 Penalty: 3336.736084
	Iteration 31Q: 3 clusters Score -2808974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2808977.000000 Penalty: 3336.736084
	Iteration 32Q: 3 clusters Score -2808977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2808976.500000 Penalty: 3336.736084
	Iteration 33Q: 3 clusters Score -2808976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2808979.250000 Penalty: 3336.736084
	Iteration 34Q: 3 clusters Score -2808979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2808978.750000 Penalty: 3336.736084
	Iteration 35Q: 3 clusters Score -2808979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2808980.500000 Penalty: 3336.736084
	Iteration 36Q: 3 clusters Score -2808980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2808977.500000 Penalty: 3336.736084
	Iteration 37Q: 3 clusters Score -2808978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2808979.750000 Penalty: 3336.736084
	Iteration 38Q: 3 clusters Score -2808980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2808982.000000 Penalty: 3336.736084
	Iteration 39Q: 3 clusters Score -2808982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2808986.250000 Penalty: 3336.736084
	Iteration 40F: 3 clusters Score -2808986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2808984.500000 Penalty: 3336.736084
	Iteration 41Q: 3 clusters Score -2808984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2808982.750000 Penalty: 3336.736084
	Iteration 42Q: 3 clusters Score -2808983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2808981.750000 Penalty: 3336.736084
	Iteration 43Q: 3 clusters Score -2808982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2808983.000000 Penalty: 3336.736084
	Iteration 44Q: 3 clusters Score -2808983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2808979.000000 Penalty: 3336.736084
	Iteration 45Q: 3 clusters Score -2808979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2808981.000000 Penalty: 3336.736084
	Iteration 46Q: 3 clusters Score -2808981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2808981.750000 Penalty: 3336.736084
	Iteration 47Q: 3 clusters Score -2808982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2808981.000000 Penalty: 3336.736084
	Iteration 48Q: 3 clusters Score -2808981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2808985.750000 Penalty: 3336.736084
	Iteration 49Q: 3 clusters Score -2808986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2808983.000000 Penalty: 3336.736084
	Iteration 50Q: 3 clusters Score -2808983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2808983.000000 Penalty: 3336.736084
	Iteration 51F: 3 clusters Score -2808983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125587 members 
Mstep: Class 6 contains 14441 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108046 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14925 members 
Mstep: Class 26 contains 14323 members 
Entering Unmasked Estep 
Score: -52412324.000000 Penalty: 55808.535156
Splitting cluster 6 changes total score from -52411068.000000 to -52412324.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (8673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Entering Unmasked Estep 
Score: -858277.937500 Penalty: 1473.545166
	Iteration 0F: 2 clusters Score -858277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -852007.625000 Penalty: 2947.090332
	Iteration 0F: 3 clusters Score -852007.6 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -854030.437500 Penalty: 2947.090332
	Iteration 1F: 3 clusters Score -854030.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -854281.875000 Penalty: 2947.090332
	Iteration 2F: 3 clusters Score -854281.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -854451.500000 Penalty: 2947.090332
	Iteration 3F: 3 clusters Score -854451.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -854561.875000 Penalty: 2947.090332
	Iteration 4Q: 3 clusters Score -854561.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -854657.312500 Penalty: 2947.090332
	Iteration 5Q: 3 clusters Score -854657.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -854750.250000 Penalty: 2947.090332
	Iteration 6Q: 3 clusters Score -854750.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -854827.250000 Penalty: 2947.090332
	Iteration 7Q: 3 clusters Score -854827.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -854905.937500 Penalty: 2947.090332
	Iteration 8Q: 3 clusters Score -854905.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -854981.875000 Penalty: 2947.090332
	Iteration 9Q: 3 clusters Score -854981.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -855068.750000 Penalty: 2947.090332
	Iteration 10Q: 3 clusters Score -855068.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -855179.875000 Penalty: 2947.090332
	Iteration 11Q: 3 clusters Score -855179.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -855294.125000 Penalty: 2947.090332
	Iteration 12Q: 3 clusters Score -855294.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -855419.562500 Penalty: 2947.090332
	Iteration 13Q: 3 clusters Score -855419.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -855550.750000 Penalty: 2947.090332
	Iteration 14Q: 3 clusters Score -855550.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -855693.375000 Penalty: 2947.090332
	Iteration 15Q: 3 clusters Score -855693.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -855864.687500 Penalty: 2947.090332
	Iteration 16Q: 3 clusters Score -855864.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -856011.312500 Penalty: 2947.090332
	Iteration 17Q: 3 clusters Score -856011.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -856139.687500 Penalty: 2947.090332
	Iteration 18Q: 3 clusters Score -856139.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -856250.875000 Penalty: 2947.090332
	Iteration 19Q: 3 clusters Score -856250.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -856346.562500 Penalty: 2947.090332
	Iteration 20F: 3 clusters Score -856346.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -856438.062500 Penalty: 2947.090332
	Iteration 21Q: 3 clusters Score -856438.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -856520.562500 Penalty: 2947.090332
	Iteration 22Q: 3 clusters Score -856520.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -856583.000000 Penalty: 2947.090332
	Iteration 23Q: 3 clusters Score -856583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -856630.562500 Penalty: 2947.090332
	Iteration 24Q: 3 clusters Score -856630.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -856662.750000 Penalty: 2947.090332
	Iteration 25Q: 3 clusters Score -856662.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -856693.125000 Penalty: 2947.090332
	Iteration 26Q: 3 clusters Score -856693.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -856711.625000 Penalty: 2947.090332
	Iteration 27Q: 3 clusters Score -856711.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -856734.625000 Penalty: 2947.090332
	Iteration 28Q: 3 clusters Score -856734.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -856757.937500 Penalty: 2947.090332
	Iteration 29Q: 3 clusters Score -856757.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -856779.187500 Penalty: 2947.090332
	Iteration 30Q: 3 clusters Score -856779.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -856793.187500 Penalty: 2947.090332
	Iteration 31Q: 3 clusters Score -856793.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -856802.875000 Penalty: 2947.090332
	Iteration 32Q: 3 clusters Score -856802.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -856813.062500 Penalty: 2947.090332
	Iteration 33Q: 3 clusters Score -856813.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -856824.187500 Penalty: 2947.090332
	Iteration 34Q: 3 clusters Score -856824.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -856840.187500 Penalty: 2947.090332
	Iteration 35Q: 3 clusters Score -856840.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -856854.687500 Penalty: 2947.090332
	Iteration 36Q: 3 clusters Score -856854.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -856867.125000 Penalty: 2947.090332
	Iteration 37Q: 3 clusters Score -856867.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -856875.000000 Penalty: 2947.090332
	Iteration 38Q: 3 clusters Score -856875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -856890.062500 Penalty: 2947.090332
	Iteration 39Q: 3 clusters Score -856890.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -856900.750000 Penalty: 2947.090332
	Iteration 40F: 3 clusters Score -856900.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -856910.687500 Penalty: 2947.090332
	Iteration 41Q: 3 clusters Score -856910.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -856915.500000 Penalty: 2947.090332
	Iteration 42Q: 3 clusters Score -856915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -856917.812500 Penalty: 2947.090332
	Iteration 43Q: 3 clusters Score -856917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -856922.687500 Penalty: 2947.090332
	Iteration 44Q: 3 clusters Score -856922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -856926.687500 Penalty: 2947.090332
	Iteration 45Q: 3 clusters Score -856926.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -856932.437500 Penalty: 2947.090332
	Iteration 46Q: 3 clusters Score -856932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -856935.812500 Penalty: 2947.090332
	Iteration 47Q: 3 clusters Score -856935.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -856938.437500 Penalty: 2947.090332
	Iteration 48Q: 3 clusters Score -856938.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -856940.500000 Penalty: 2947.090332
	Iteration 49Q: 3 clusters Score -856940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -856940.437500 Penalty: 2947.090332
	Iteration 50Q: 3 clusters Score -856940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -856943.125000 Penalty: 2947.090332
	Iteration 51Q: 3 clusters Score -856943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -856945.000000 Penalty: 2947.090332
	Iteration 52Q: 3 clusters Score -856945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -856944.500000 Penalty: 2947.090332
	Iteration 53Q: 3 clusters Score -856944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -856946.000000 Penalty: 2947.090332
	Iteration 54Q: 3 clusters Score -856946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -856949.000000 Penalty: 2947.090332
	Iteration 55Q: 3 clusters Score -856949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -856950.312500 Penalty: 2947.090332
	Iteration 56Q: 3 clusters Score -856950.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -856952.062500 Penalty: 2947.090332
	Iteration 57Q: 3 clusters Score -856952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -856952.250000 Penalty: 2947.090332
	Iteration 58Q: 3 clusters Score -856952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -856955.062500 Penalty: 2947.090332
	Iteration 59Q: 3 clusters Score -856955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -856956.562500 Penalty: 2947.090332
	Iteration 60F: 3 clusters Score -856956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -856957.250000 Penalty: 2947.090332
	Iteration 61Q: 3 clusters Score -856957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -856964.312500 Penalty: 2947.090332
	Iteration 62Q: 3 clusters Score -856964.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -856967.437500 Penalty: 2947.090332
	Iteration 63Q: 3 clusters Score -856967.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -856972.062500 Penalty: 2947.090332
	Iteration 64Q: 3 clusters Score -856972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -856978.875000 Penalty: 2947.090332
	Iteration 65Q: 3 clusters Score -856978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -856983.625000 Penalty: 2947.090332
	Iteration 66Q: 3 clusters Score -856983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -856986.875000 Penalty: 2947.090332
	Iteration 67Q: 3 clusters Score -856986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -856989.687500 Penalty: 2947.090332
	Iteration 68Q: 3 clusters Score -856989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -856990.562500 Penalty: 2947.090332
	Iteration 69Q: 3 clusters Score -856990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -856990.125000 Penalty: 2947.090332
	Iteration 70Q: 3 clusters Score -856990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -856991.375000 Penalty: 2947.090332
	Iteration 71Q: 3 clusters Score -856991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -856991.687500 Penalty: 2947.090332
	Iteration 72Q: 3 clusters Score -856991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -856992.875000 Penalty: 2947.090332
	Iteration 73Q: 3 clusters Score -856992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -856994.375000 Penalty: 2947.090332
	Iteration 74Q: 3 clusters Score -856994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -856995.687500 Penalty: 2947.090332
	Iteration 75Q: 3 clusters Score -856995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -856998.625000 Penalty: 2947.090332
	Iteration 76Q: 3 clusters Score -856998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -856998.437500 Penalty: 2947.090332
	Iteration 77Q: 3 clusters Score -856998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -856999.812500 Penalty: 2947.090332
	Iteration 78Q: 3 clusters Score -856999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -857000.625000 Penalty: 2947.090332
	Iteration 79Q: 3 clusters Score -857000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -857001.562500 Penalty: 2947.090332
	Iteration 80F: 3 clusters Score -857001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -917838.625000 Penalty: 1487.882690
	Iteration 0F: 2 clusters Score -917838.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -910986.562500 Penalty: 2975.765381
	Iteration 0F: 3 clusters Score -910986.6 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -913199.687500 Penalty: 2975.765381
	Iteration 1F: 3 clusters Score -913199.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -913513.812500 Penalty: 2975.765381
	Iteration 2F: 3 clusters Score -913513.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -913848.250000 Penalty: 2975.765381
	Iteration 3F: 3 clusters Score -913848.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -914215.062500 Penalty: 2975.765381
	Iteration 4F: 3 clusters Score -914215.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -914646.562500 Penalty: 2975.765381
	Iteration 5F: 3 clusters Score -914646.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -915040.562500 Penalty: 2975.765381
	Iteration 6F: 3 clusters Score -915040.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -915341.187500 Penalty: 2975.765381
	Iteration 7Q: 3 clusters Score -915341.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -915590.687500 Penalty: 2975.765381
	Iteration 8Q: 3 clusters Score -915590.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -915778.562500 Penalty: 2975.765381
	Iteration 9Q: 3 clusters Score -915778.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -915889.875000 Penalty: 2975.765381
	Iteration 10Q: 3 clusters Score -915889.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -915970.875000 Penalty: 2975.765381
	Iteration 11Q: 3 clusters Score -915970.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -916036.812500 Penalty: 2975.765381
	Iteration 12Q: 3 clusters Score -916036.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -916089.562500 Penalty: 2975.765381
	Iteration 13Q: 3 clusters Score -916089.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -916123.437500 Penalty: 2975.765381
	Iteration 14Q: 3 clusters Score -916123.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -916147.875000 Penalty: 2975.765381
	Iteration 15Q: 3 clusters Score -916147.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -916162.875000 Penalty: 2975.765381
	Iteration 16Q: 3 clusters Score -916162.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -916172.937500 Penalty: 2975.765381
	Iteration 17Q: 3 clusters Score -916172.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -916180.437500 Penalty: 2975.765381
	Iteration 18Q: 3 clusters Score -916180.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -916188.312500 Penalty: 2975.765381
	Iteration 19Q: 3 clusters Score -916188.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -916196.625000 Penalty: 2975.765381
	Iteration 20F: 3 clusters Score -916196.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -916201.687500 Penalty: 2975.765381
	Iteration 21Q: 3 clusters Score -916201.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -916200.562500 Penalty: 2975.765381
	Iteration 22Q: 3 clusters Score -916200.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -916207.562500 Penalty: 2975.765381
	Iteration 23Q: 3 clusters Score -916207.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -916210.062500 Penalty: 2975.765381
	Iteration 24Q: 3 clusters Score -916210.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -916213.562500 Penalty: 2975.765381
	Iteration 25Q: 3 clusters Score -916213.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -916219.625000 Penalty: 2975.765381
	Iteration 26Q: 3 clusters Score -916219.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -916222.937500 Penalty: 2975.765381
	Iteration 27Q: 3 clusters Score -916222.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -916224.875000 Penalty: 2975.765381
	Iteration 28Q: 3 clusters Score -916224.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -916228.750000 Penalty: 2975.765381
	Iteration 29Q: 3 clusters Score -916228.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -916234.187500 Penalty: 2975.765381
	Iteration 30Q: 3 clusters Score -916234.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -916239.500000 Penalty: 2975.765381
	Iteration 31Q: 3 clusters Score -916239.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -916246.125000 Penalty: 2975.765381
	Iteration 32Q: 3 clusters Score -916246.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -916252.125000 Penalty: 2975.765381
	Iteration 33Q: 3 clusters Score -916252.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -916256.250000 Penalty: 2975.765381
	Iteration 34Q: 3 clusters Score -916256.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -916259.875000 Penalty: 2975.765381
	Iteration 35Q: 3 clusters Score -916259.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -916266.875000 Penalty: 2975.765381
	Iteration 36Q: 3 clusters Score -916266.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -916278.875000 Penalty: 2975.765381
	Iteration 37Q: 3 clusters Score -916278.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -916284.500000 Penalty: 2975.765381
	Iteration 38Q: 3 clusters Score -916284.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -916287.875000 Penalty: 2975.765381
	Iteration 39Q: 3 clusters Score -916287.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -916294.375000 Penalty: 2975.765381
	Iteration 40F: 3 clusters Score -916294.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -916299.125000 Penalty: 2975.765381
	Iteration 41Q: 3 clusters Score -916299.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -916309.750000 Penalty: 2975.765381
	Iteration 42Q: 3 clusters Score -916309.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -916315.250000 Penalty: 2975.765381
	Iteration 43Q: 3 clusters Score -916315.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -916323.375000 Penalty: 2975.765381
	Iteration 44Q: 3 clusters Score -916323.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -916331.000000 Penalty: 2975.765381
	Iteration 45Q: 3 clusters Score -916331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -916338.437500 Penalty: 2975.765381
	Iteration 46Q: 3 clusters Score -916338.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -916348.812500 Penalty: 2975.765381
	Iteration 47Q: 3 clusters Score -916348.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -916360.625000 Penalty: 2975.765381
	Iteration 48Q: 3 clusters Score -916360.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -916379.000000 Penalty: 2975.765381
	Iteration 49Q: 3 clusters Score -916379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -916397.437500 Penalty: 2975.765381
	Iteration 50Q: 3 clusters Score -916397.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -916418.250000 Penalty: 2975.765381
	Iteration 51Q: 3 clusters Score -916418.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -916438.375000 Penalty: 2975.765381
	Iteration 52Q: 3 clusters Score -916438.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -916452.312500 Penalty: 2975.765381
	Iteration 53Q: 3 clusters Score -916452.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -916474.875000 Penalty: 2975.765381
	Iteration 54Q: 3 clusters Score -916474.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -916493.875000 Penalty: 2975.765381
	Iteration 55Q: 3 clusters Score -916493.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -916516.500000 Penalty: 2975.765381
	Iteration 56Q: 3 clusters Score -916516.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -916538.937500 Penalty: 2975.765381
	Iteration 57Q: 3 clusters Score -916538.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -916566.562500 Penalty: 2975.765381
	Iteration 58Q: 3 clusters Score -916566.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -916598.687500 Penalty: 2975.765381
	Iteration 59Q: 3 clusters Score -916598.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -916625.500000 Penalty: 2975.765381
	Iteration 60F: 3 clusters Score -916625.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -916658.437500 Penalty: 2975.765381
	Iteration 61Q: 3 clusters Score -916658.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -916679.375000 Penalty: 2975.765381
	Iteration 62Q: 3 clusters Score -916679.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -916695.250000 Penalty: 2975.765381
	Iteration 63Q: 3 clusters Score -916695.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -916712.250000 Penalty: 2975.765381
	Iteration 64Q: 3 clusters Score -916712.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -916732.312500 Penalty: 2975.765381
	Iteration 65Q: 3 clusters Score -916732.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -916749.312500 Penalty: 2975.765381
	Iteration 66Q: 3 clusters Score -916749.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -916764.875000 Penalty: 2975.765381
	Iteration 67Q: 3 clusters Score -916764.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -916778.375000 Penalty: 2975.765381
	Iteration 68Q: 3 clusters Score -916778.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -916795.750000 Penalty: 2975.765381
	Iteration 69Q: 3 clusters Score -916795.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -916808.250000 Penalty: 2975.765381
	Iteration 70Q: 3 clusters Score -916808.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -916827.437500 Penalty: 2975.765381
	Iteration 71Q: 3 clusters Score -916827.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -916849.625000 Penalty: 2975.765381
	Iteration 72Q: 3 clusters Score -916849.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -916869.312500 Penalty: 2975.765381
	Iteration 73Q: 3 clusters Score -916869.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -916887.937500 Penalty: 2975.765381
	Iteration 74Q: 3 clusters Score -916887.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -916903.125000 Penalty: 2975.765381
	Iteration 75Q: 3 clusters Score -916903.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -916925.312500 Penalty: 2975.765381
	Iteration 76Q: 3 clusters Score -916925.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -916943.125000 Penalty: 2975.765381
	Iteration 77Q: 3 clusters Score -916943.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -916957.937500 Penalty: 2975.765381
	Iteration 78Q: 3 clusters Score -916957.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -916968.187500 Penalty: 2975.765381
	Iteration 79Q: 3 clusters Score -916968.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -916978.750000 Penalty: 2975.765381
	Iteration 80F: 3 clusters Score -916978.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -916986.500000 Penalty: 2975.765381
	Iteration 81Q: 3 clusters Score -916986.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -916997.000000 Penalty: 2975.765381
	Iteration 82Q: 3 clusters Score -916997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -917006.250000 Penalty: 2975.765381
	Iteration 83Q: 3 clusters Score -917006.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -917017.375000 Penalty: 2975.765381
	Iteration 84Q: 3 clusters Score -917017.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -917030.187500 Penalty: 2975.765381
	Iteration 85Q: 3 clusters Score -917030.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -917039.937500 Penalty: 2975.765381
	Iteration 86Q: 3 clusters Score -917039.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -917047.500000 Penalty: 2975.765381
	Iteration 87Q: 3 clusters Score -917047.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -917056.875000 Penalty: 2975.765381
	Iteration 88Q: 3 clusters Score -917056.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -917066.687500 Penalty: 2975.765381
	Iteration 89Q: 3 clusters Score -917066.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -917073.562500 Penalty: 2975.765381
	Iteration 90Q: 3 clusters Score -917073.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -917079.500000 Penalty: 2975.765381
	Iteration 91Q: 3 clusters Score -917079.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -917084.250000 Penalty: 2975.765381
	Iteration 92Q: 3 clusters Score -917084.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -917087.250000 Penalty: 2975.765381
	Iteration 93Q: 3 clusters Score -917087.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -917095.937500 Penalty: 2975.765381
	Iteration 94Q: 3 clusters Score -917095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -917101.562500 Penalty: 2975.765381
	Iteration 95Q: 3 clusters Score -917101.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -917106.625000 Penalty: 2975.765381
	Iteration 96Q: 3 clusters Score -917106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -917109.812500 Penalty: 2975.765381
	Iteration 97Q: 3 clusters Score -917109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -917113.750000 Penalty: 2975.765381
	Iteration 98Q: 3 clusters Score -917113.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -917119.312500 Penalty: 2975.765381
	Iteration 99Q: 3 clusters Score -917119.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -917121.937500 Penalty: 2975.765381
	Iteration 100F: 3 clusters Score -917121.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -917125.625000 Penalty: 2975.765381
	Iteration 101Q: 3 clusters Score -917125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -917129.937500 Penalty: 2975.765381
	Iteration 102Q: 3 clusters Score -917129.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -917130.687500 Penalty: 2975.765381
	Iteration 103Q: 3 clusters Score -917130.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -917130.437500 Penalty: 2975.765381
	Iteration 104Q: 3 clusters Score -917130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -917135.812500 Penalty: 2975.765381
	Iteration 105Q: 3 clusters Score -917135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -917136.937500 Penalty: 2975.765381
	Iteration 106Q: 3 clusters Score -917136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -917137.562500 Penalty: 2975.765381
	Iteration 107Q: 3 clusters Score -917137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -917136.250000 Penalty: 2975.765381
	Iteration 108Q: 3 clusters Score -917136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -917137.687500 Penalty: 2975.765381
	Iteration 109Q: 3 clusters Score -917137.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -917138.625000 Penalty: 2975.765381
	Iteration 110Q: 3 clusters Score -917138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -917141.687500 Penalty: 2975.765381
	Iteration 111Q: 3 clusters Score -917141.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -917141.687500 Penalty: 2975.765381
	Iteration 112F: 3 clusters Score -917141.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -530673.562500 Penalty: 1409.306763
	Iteration 0F: 2 clusters Score -530673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -526227.062500 Penalty: 2818.613525
	Iteration 0F: 3 clusters Score -526227.1 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -527720.750000 Penalty: 2818.613525
	Iteration 1F: 3 clusters Score -527720.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -528227.375000 Penalty: 2818.613525
	Iteration 2F: 3 clusters Score -528227.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -528769.875000 Penalty: 2818.613525
	Iteration 3F: 3 clusters Score -528769.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -529257.937500 Penalty: 2818.613525
	Iteration 4F: 3 clusters Score -529257.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -529633.500000 Penalty: 2818.613525
	Iteration 5F: 3 clusters Score -529633.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -529918.187500 Penalty: 2818.613525
	Iteration 6F: 3 clusters Score -529918.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -530088.125000 Penalty: 2818.613525
	Iteration 7Q: 3 clusters Score -530088.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -530171.125000 Penalty: 2818.613525
	Iteration 8Q: 3 clusters Score -530171.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -530216.250000 Penalty: 2818.613525
	Iteration 9Q: 3 clusters Score -530216.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -530245.562500 Penalty: 2818.613525
	Iteration 10Q: 3 clusters Score -530245.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -530270.125000 Penalty: 2818.613525
	Iteration 11Q: 3 clusters Score -530270.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -530293.562500 Penalty: 2818.613525
	Iteration 12Q: 3 clusters Score -530293.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -530306.375000 Penalty: 2818.613525
	Iteration 13Q: 3 clusters Score -530306.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -530321.125000 Penalty: 2818.613525
	Iteration 14Q: 3 clusters Score -530321.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -530333.187500 Penalty: 2818.613525
	Iteration 15Q: 3 clusters Score -530333.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -530343.500000 Penalty: 2818.613525
	Iteration 16Q: 3 clusters Score -530343.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -530359.312500 Penalty: 2818.613525
	Iteration 17Q: 3 clusters Score -530359.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -530376.562500 Penalty: 2818.613525
	Iteration 18Q: 3 clusters Score -530376.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -530394.062500 Penalty: 2818.613525
	Iteration 19Q: 3 clusters Score -530394.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -530418.125000 Penalty: 2818.613525
	Iteration 20F: 3 clusters Score -530418.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -530452.750000 Penalty: 2818.613525
	Iteration 21Q: 3 clusters Score -530452.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -530493.187500 Penalty: 2818.613525
	Iteration 22Q: 3 clusters Score -530493.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -530527.437500 Penalty: 2818.613525
	Iteration 23Q: 3 clusters Score -530527.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -530559.000000 Penalty: 2818.613525
	Iteration 24Q: 3 clusters Score -530559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -530591.062500 Penalty: 2818.613525
	Iteration 25Q: 3 clusters Score -530591.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -530610.437500 Penalty: 2818.613525
	Iteration 26Q: 3 clusters Score -530610.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -530620.000000 Penalty: 2818.613525
	Iteration 27Q: 3 clusters Score -530620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -530628.125000 Penalty: 2818.613525
	Iteration 28Q: 3 clusters Score -530628.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -530634.562500 Penalty: 2818.613525
	Iteration 29Q: 3 clusters Score -530634.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -530640.687500 Penalty: 2818.613525
	Iteration 30Q: 3 clusters Score -530640.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -530648.000000 Penalty: 2818.613525
	Iteration 31Q: 3 clusters Score -530648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -530653.500000 Penalty: 2818.613525
	Iteration 32Q: 3 clusters Score -530653.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -530655.500000 Penalty: 2818.613525
	Iteration 33Q: 3 clusters Score -530655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -530655.812500 Penalty: 2818.613525
	Iteration 34Q: 3 clusters Score -530655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -530656.562500 Penalty: 2818.613525
	Iteration 35Q: 3 clusters Score -530656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -530657.500000 Penalty: 2818.613525
	Iteration 36Q: 3 clusters Score -530657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -530659.000000 Penalty: 2818.613525
	Iteration 37Q: 3 clusters Score -530659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -530658.125000 Penalty: 2818.613525
	Iteration 38Q: 3 clusters Score -530658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -530658.125000 Penalty: 2818.613525
	Iteration 39F: 3 clusters Score -530658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Entering Unmasked Estep 
Score: -1209265.375000 Penalty: 1527.198853
	Iteration 0F: 2 clusters Score -1209265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1200745.375000 Penalty: 3054.397705
	Iteration 0F: 3 clusters Score -1200745 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1203491.375000 Penalty: 3054.397705
	Iteration 1F: 3 clusters Score -1203491 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1203742.375000 Penalty: 3054.397705
	Iteration 2F: 3 clusters Score -1203742 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1203970.750000 Penalty: 3054.397705
	Iteration 3Q: 3 clusters Score -1203971 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1204202.375000 Penalty: 3054.397705
	Iteration 4Q: 3 clusters Score -1204202 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1204474.500000 Penalty: 3054.397705
	Iteration 5Q: 3 clusters Score -1204474 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1204768.500000 Penalty: 3054.397705
	Iteration 6F: 3 clusters Score -1204768 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1205133.000000 Penalty: 3054.397705
	Iteration 7F: 3 clusters Score -1205133 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1205581.875000 Penalty: 3054.397705
	Iteration 8F: 3 clusters Score -1205582 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1206122.000000 Penalty: 3054.397705
	Iteration 9F: 3 clusters Score -1206122 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1206728.500000 Penalty: 3054.397705
	Iteration 10F: 3 clusters Score -1206728 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1207251.125000 Penalty: 3054.397705
	Iteration 11F: 3 clusters Score -1207251 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1207634.375000 Penalty: 3054.397705
	Iteration 12Q: 3 clusters Score -1207634 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1207881.000000 Penalty: 3054.397705
	Iteration 13Q: 3 clusters Score -1207881 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1208006.375000 Penalty: 3054.397705
	Iteration 14Q: 3 clusters Score -1208006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1208068.000000 Penalty: 3054.397705
	Iteration 15Q: 3 clusters Score -1208068 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1208105.375000 Penalty: 3054.397705
	Iteration 16Q: 3 clusters Score -1208105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1208137.250000 Penalty: 3054.397705
	Iteration 17Q: 3 clusters Score -1208137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1208154.625000 Penalty: 3054.397705
	Iteration 18Q: 3 clusters Score -1208155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1208174.250000 Penalty: 3054.397705
	Iteration 19Q: 3 clusters Score -1208174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1208182.500000 Penalty: 3054.397705
	Iteration 20F: 3 clusters Score -1208182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1208185.625000 Penalty: 3054.397705
	Iteration 21Q: 3 clusters Score -1208186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1208192.375000 Penalty: 3054.397705
	Iteration 22Q: 3 clusters Score -1208192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1208194.125000 Penalty: 3054.397705
	Iteration 23Q: 3 clusters Score -1208194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1208200.250000 Penalty: 3054.397705
	Iteration 24Q: 3 clusters Score -1208200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1208203.875000 Penalty: 3054.397705
	Iteration 25Q: 3 clusters Score -1208204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1208205.000000 Penalty: 3054.397705
	Iteration 26Q: 3 clusters Score -1208205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1208204.750000 Penalty: 3054.397705
	Iteration 27Q: 3 clusters Score -1208205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1208204.875000 Penalty: 3054.397705
	Iteration 28Q: 3 clusters Score -1208205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1208204.875000 Penalty: 3054.397705
	Iteration 29F: 3 clusters Score -1208205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Entering Unmasked Estep 
Score: -624397.875000 Penalty: 1428.789185
	Iteration 0F: 2 clusters Score -624397.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -619399.500000 Penalty: 2857.578369
	Iteration 0F: 3 clusters Score -619399.5 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -620996.687500 Penalty: 2857.578369
	Iteration 1F: 3 clusters Score -620996.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -621354.125000 Penalty: 2857.578369
	Iteration 2F: 3 clusters Score -621354.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -621690.000000 Penalty: 2857.578369
	Iteration 3F: 3 clusters Score -621690 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -622036.000000 Penalty: 2857.578369
	Iteration 4F: 3 clusters Score -622036 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -622384.375000 Penalty: 2857.578369
	Iteration 5F: 3 clusters Score -622384.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -622704.750000 Penalty: 2857.578369
	Iteration 6F: 3 clusters Score -622704.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -622978.937500 Penalty: 2857.578369
	Iteration 7F: 3 clusters Score -622978.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -623174.000000 Penalty: 2857.578369
	Iteration 8Q: 3 clusters Score -623174 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -623337.000000 Penalty: 2857.578369
	Iteration 9Q: 3 clusters Score -623337 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -623443.000000 Penalty: 2857.578369
	Iteration 10Q: 3 clusters Score -623443 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -623520.375000 Penalty: 2857.578369
	Iteration 11Q: 3 clusters Score -623520.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -623584.562500 Penalty: 2857.578369
	Iteration 12Q: 3 clusters Score -623584.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -623632.750000 Penalty: 2857.578369
	Iteration 13Q: 3 clusters Score -623632.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -623665.000000 Penalty: 2857.578369
	Iteration 14Q: 3 clusters Score -623665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -623693.812500 Penalty: 2857.578369
	Iteration 15Q: 3 clusters Score -623693.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -623716.062500 Penalty: 2857.578369
	Iteration 16Q: 3 clusters Score -623716.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -623734.687500 Penalty: 2857.578369
	Iteration 17Q: 3 clusters Score -623734.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -623750.062500 Penalty: 2857.578369
	Iteration 18Q: 3 clusters Score -623750.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -623760.437500 Penalty: 2857.578369
	Iteration 19Q: 3 clusters Score -623760.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -623774.625000 Penalty: 2857.578369
	Iteration 20F: 3 clusters Score -623774.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -623790.250000 Penalty: 2857.578369
	Iteration 21Q: 3 clusters Score -623790.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -623799.437500 Penalty: 2857.578369
	Iteration 22Q: 3 clusters Score -623799.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -623807.062500 Penalty: 2857.578369
	Iteration 23Q: 3 clusters Score -623807.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -623814.375000 Penalty: 2857.578369
	Iteration 24Q: 3 clusters Score -623814.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -623818.625000 Penalty: 2857.578369
	Iteration 25Q: 3 clusters Score -623818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -623822.875000 Penalty: 2857.578369
	Iteration 26Q: 3 clusters Score -623822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -623823.625000 Penalty: 2857.578369
	Iteration 27Q: 3 clusters Score -623823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -623823.562500 Penalty: 2857.578369
	Iteration 28Q: 3 clusters Score -623823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -623824.875000 Penalty: 2857.578369
	Iteration 29Q: 3 clusters Score -623824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -623826.250000 Penalty: 2857.578369
	Iteration 30Q: 3 clusters Score -623826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -623825.687500 Penalty: 2857.578369
	Iteration 31Q: 3 clusters Score -623825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -623825.937500 Penalty: 2857.578369
	Iteration 32Q: 3 clusters Score -623825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -623827.062500 Penalty: 2857.578369
	Iteration 33Q: 3 clusters Score -623827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -623826.812500 Penalty: 2857.578369
	Iteration 34Q: 3 clusters Score -623826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -623827.687500 Penalty: 2857.578369
	Iteration 35Q: 3 clusters Score -623827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -623827.687500 Penalty: 2857.578369
	Iteration 36F: 3 clusters Score -623827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -1325600.000000 Penalty: 1547.183350
	Iteration 0F: 2 clusters Score -1325600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1316110.375000 Penalty: 3094.366699
	Iteration 0F: 3 clusters Score -1316110 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1319558.250000 Penalty: 3094.366699
	Iteration 1F: 3 clusters Score -1319558 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1320162.625000 Penalty: 3094.366699
	Iteration 2F: 3 clusters Score -1320163 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1320886.750000 Penalty: 3094.366699
	Iteration 3F: 3 clusters Score -1320887 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1321658.625000 Penalty: 3094.366699
	Iteration 4F: 3 clusters Score -1321659 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1322383.625000 Penalty: 3094.366699
	Iteration 5F: 3 clusters Score -1322384 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1323029.000000 Penalty: 3094.366699
	Iteration 6F: 3 clusters Score -1323029 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1323618.125000 Penalty: 3094.366699
	Iteration 7F: 3 clusters Score -1323618 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1324178.250000 Penalty: 3094.366699
	Iteration 8Q: 3 clusters Score -1324178 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1324604.250000 Penalty: 3094.366699
	Iteration 9Q: 3 clusters Score -1324604 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1324790.500000 Penalty: 3094.366699
	Iteration 10Q: 3 clusters Score -1324790 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1324889.625000 Penalty: 3094.366699
	Iteration 11Q: 3 clusters Score -1324890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1324967.625000 Penalty: 3094.366699
	Iteration 12Q: 3 clusters Score -1324968 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1325017.250000 Penalty: 3094.366699
	Iteration 13Q: 3 clusters Score -1325017 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1325053.375000 Penalty: 3094.366699
	Iteration 14Q: 3 clusters Score -1325053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1325078.375000 Penalty: 3094.366699
	Iteration 15Q: 3 clusters Score -1325078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1325098.125000 Penalty: 3094.366699
	Iteration 16Q: 3 clusters Score -1325098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1325106.625000 Penalty: 3094.366699
	Iteration 17Q: 3 clusters Score -1325107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1325119.000000 Penalty: 3094.366699
	Iteration 18Q: 3 clusters Score -1325119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1325128.125000 Penalty: 3094.366699
	Iteration 19Q: 3 clusters Score -1325128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1325130.125000 Penalty: 3094.366699
	Iteration 20F: 3 clusters Score -1325130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1325137.625000 Penalty: 3094.366699
	Iteration 21Q: 3 clusters Score -1325138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1325139.625000 Penalty: 3094.366699
	Iteration 22Q: 3 clusters Score -1325140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1325143.125000 Penalty: 3094.366699
	Iteration 23Q: 3 clusters Score -1325143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1325143.625000 Penalty: 3094.366699
	Iteration 24Q: 3 clusters Score -1325144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1325145.125000 Penalty: 3094.366699
	Iteration 25Q: 3 clusters Score -1325145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1325144.125000 Penalty: 3094.366699
	Iteration 26Q: 3 clusters Score -1325144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1325144.125000 Penalty: 3094.366699
	Iteration 27F: 3 clusters Score -1325144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -310240.062500 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -310240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -307322.625000 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -307322.6 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -308147.000000 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -308147 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -308364.250000 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -308364.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -308528.437500 Penalty: 2631.663574
	Iteration 3F: 3 clusters Score -308528.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -308665.562500 Penalty: 2631.663574
	Iteration 4F: 3 clusters Score -308665.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -308774.843750 Penalty: 2631.663574
	Iteration 5Q: 3 clusters Score -308774.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -308858.250000 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -308858.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -308916.937500 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -308916.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -308972.593750 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -308972.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -309021.406250 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -309021.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -309059.406250 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -309059.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -309093.031250 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -309093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -309127.437500 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -309127.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -309168.843750 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -309168.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -309199.375000 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -309199.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -309226.187500 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -309226.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -309256.062500 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -309256.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -309289.281250 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -309289.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -309312.093750 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -309312.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -309329.906250 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -309329.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -309342.718750 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -309342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -309350.562500 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -309350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -309357.687500 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -309357.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -309364.406250 Penalty: 2631.663574
	Iteration 23Q: 3 clusters Score -309364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -309370.250000 Penalty: 2631.663574
	Iteration 24Q: 3 clusters Score -309370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -309377.875000 Penalty: 2631.663574
	Iteration 25Q: 3 clusters Score -309377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -309382.781250 Penalty: 2631.663574
	Iteration 26Q: 3 clusters Score -309382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -309385.468750 Penalty: 2631.663574
	Iteration 27Q: 3 clusters Score -309385.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -309387.468750 Penalty: 2631.663574
	Iteration 28Q: 3 clusters Score -309387.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -309387.468750 Penalty: 2631.663574
	Iteration 29F: 3 clusters Score -309387.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -624797.125000 Penalty: 1420.356689
	Iteration 0F: 2 clusters Score -624797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -620103.625000 Penalty: 2840.713379
	Iteration 0F: 3 clusters Score -620103.6 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -621532.875000 Penalty: 2840.713379
	Iteration 1F: 3 clusters Score -621532.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -621738.500000 Penalty: 2840.713379
	Iteration 2F: 3 clusters Score -621738.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -621922.000000 Penalty: 2840.713379
	Iteration 3Q: 3 clusters Score -621922 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -622171.750000 Penalty: 2840.713379
	Iteration 4F: 3 clusters Score -622171.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -622504.875000 Penalty: 2840.713379
	Iteration 5F: 3 clusters Score -622504.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -622833.937500 Penalty: 2840.713379
	Iteration 6F: 3 clusters Score -622833.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -623118.625000 Penalty: 2840.713379
	Iteration 7F: 3 clusters Score -623118.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -623366.875000 Penalty: 2840.713379
	Iteration 8F: 3 clusters Score -623366.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -623541.187500 Penalty: 2840.713379
	Iteration 9Q: 3 clusters Score -623541.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -623699.375000 Penalty: 2840.713379
	Iteration 10Q: 3 clusters Score -623699.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -623821.937500 Penalty: 2840.713379
	Iteration 11Q: 3 clusters Score -623821.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -623927.875000 Penalty: 2840.713379
	Iteration 12Q: 3 clusters Score -623927.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -623998.437500 Penalty: 2840.713379
	Iteration 13Q: 3 clusters Score -623998.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -624059.562500 Penalty: 2840.713379
	Iteration 14Q: 3 clusters Score -624059.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -624108.062500 Penalty: 2840.713379
	Iteration 15Q: 3 clusters Score -624108.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -624145.312500 Penalty: 2840.713379
	Iteration 16Q: 3 clusters Score -624145.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -624176.437500 Penalty: 2840.713379
	Iteration 17Q: 3 clusters Score -624176.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -624198.250000 Penalty: 2840.713379
	Iteration 18Q: 3 clusters Score -624198.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -624216.750000 Penalty: 2840.713379
	Iteration 19Q: 3 clusters Score -624216.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -624231.562500 Penalty: 2840.713379
	Iteration 20F: 3 clusters Score -624231.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -624242.875000 Penalty: 2840.713379
	Iteration 21Q: 3 clusters Score -624242.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -624262.625000 Penalty: 2840.713379
	Iteration 22Q: 3 clusters Score -624262.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -624272.437500 Penalty: 2840.713379
	Iteration 23Q: 3 clusters Score -624272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -624274.937500 Penalty: 2840.713379
	Iteration 24Q: 3 clusters Score -624274.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -624280.375000 Penalty: 2840.713379
	Iteration 25Q: 3 clusters Score -624280.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -624282.687500 Penalty: 2840.713379
	Iteration 26Q: 3 clusters Score -624282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -624285.937500 Penalty: 2840.713379
	Iteration 27Q: 3 clusters Score -624285.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -624290.750000 Penalty: 2840.713379
	Iteration 28Q: 3 clusters Score -624290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -624294.312500 Penalty: 2840.713379
	Iteration 29Q: 3 clusters Score -624294.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -624300.000000 Penalty: 2840.713379
	Iteration 30Q: 3 clusters Score -624300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -624302.625000 Penalty: 2840.713379
	Iteration 31Q: 3 clusters Score -624302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -624304.187500 Penalty: 2840.713379
	Iteration 32Q: 3 clusters Score -624304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -624306.250000 Penalty: 2840.713379
	Iteration 33Q: 3 clusters Score -624306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -624308.187500 Penalty: 2840.713379
	Iteration 34Q: 3 clusters Score -624308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -624309.000000 Penalty: 2840.713379
	Iteration 35Q: 3 clusters Score -624309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -624309.187500 Penalty: 2840.713379
	Iteration 36Q: 3 clusters Score -624309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -624309.062500 Penalty: 2840.713379
	Iteration 37Q: 3 clusters Score -624309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -624310.250000 Penalty: 2840.713379
	Iteration 38Q: 3 clusters Score -624310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -624310.250000 Penalty: 2840.713379
	Iteration 39F: 3 clusters Score -624310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -153274.421875 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -153274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -151442.703125 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -151442.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -151813.031250 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -151813 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -151912.312500 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -151912.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151980.515625 Penalty: 2394.710449
	Iteration 3Q: 3 clusters Score -151980.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -152035.937500 Penalty: 2394.710449
	Iteration 4Q: 3 clusters Score -152035.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152085.218750 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -152085.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152118.500000 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -152118.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152140.562500 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -152140.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152152.765625 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -152152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152162.984375 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -152163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152170.234375 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -152170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152179.359375 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -152179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152181.859375 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -152181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152186.390625 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -152186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152188.500000 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -152188.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152192.718750 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -152192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152198.656250 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -152198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -152201.984375 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -152202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152203.843750 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -152203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152208.265625 Penalty: 2394.710449
	Iteration 19Q: 3 clusters Score -152208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -152213.562500 Penalty: 2394.710449
	Iteration 20F: 3 clusters Score -152213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152214.484375 Penalty: 2394.710449
	Iteration 21Q: 3 clusters Score -152214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152214.531250 Penalty: 2394.710449
	Iteration 22Q: 3 clusters Score -152214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152215.750000 Penalty: 2394.710449
	Iteration 23Q: 3 clusters Score -152215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152217.187500 Penalty: 2394.710449
	Iteration 24Q: 3 clusters Score -152217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152218.828125 Penalty: 2394.710449
	Iteration 25Q: 3 clusters Score -152218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152219.375000 Penalty: 2394.710449
	Iteration 26Q: 3 clusters Score -152219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152219.468750 Penalty: 2394.710449
	Iteration 27Q: 3 clusters Score -152219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152219.468750 Penalty: 2394.710449
	Iteration 28F: 3 clusters Score -152219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Entering Unmasked Estep 
Score: -1142335.750000 Penalty: 1520.924683
	Iteration 0F: 2 clusters Score -1142336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1134143.875000 Penalty: 3041.849365
	Iteration 0F: 3 clusters Score -1134144 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1136955.375000 Penalty: 3041.849365
	Iteration 1F: 3 clusters Score -1136955 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1137257.750000 Penalty: 3041.849365
	Iteration 2F: 3 clusters Score -1137258 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1137486.750000 Penalty: 3041.849365
	Iteration 3Q: 3 clusters Score -1137487 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1137672.000000 Penalty: 3041.849365
	Iteration 4Q: 3 clusters Score -1137672 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1137889.375000 Penalty: 3041.849365
	Iteration 5Q: 3 clusters Score -1137889 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1138103.875000 Penalty: 3041.849365
	Iteration 6Q: 3 clusters Score -1138104 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1138338.500000 Penalty: 3041.849365
	Iteration 7Q: 3 clusters Score -1138338 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1138665.375000 Penalty: 3041.849365
	Iteration 8Q: 3 clusters Score -1138665 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1139031.000000 Penalty: 3041.849365
	Iteration 9Q: 3 clusters Score -1139031 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1139397.750000 Penalty: 3041.849365
	Iteration 10Q: 3 clusters Score -1139398 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1139719.750000 Penalty: 3041.849365
	Iteration 11Q: 3 clusters Score -1139720 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1139950.875000 Penalty: 3041.849365
	Iteration 12Q: 3 clusters Score -1139951 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1140115.125000 Penalty: 3041.849365
	Iteration 13Q: 3 clusters Score -1140115 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1140224.250000 Penalty: 3041.849365
	Iteration 14Q: 3 clusters Score -1140224 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1140300.875000 Penalty: 3041.849365
	Iteration 15Q: 3 clusters Score -1140301 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1140358.625000 Penalty: 3041.849365
	Iteration 16Q: 3 clusters Score -1140359 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1140394.250000 Penalty: 3041.849365
	Iteration 17Q: 3 clusters Score -1140394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1140422.000000 Penalty: 3041.849365
	Iteration 18Q: 3 clusters Score -1140422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1140450.500000 Penalty: 3041.849365
	Iteration 19Q: 3 clusters Score -1140450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1140477.625000 Penalty: 3041.849365
	Iteration 20F: 3 clusters Score -1140478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1140495.875000 Penalty: 3041.849365
	Iteration 21Q: 3 clusters Score -1140496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1140516.000000 Penalty: 3041.849365
	Iteration 22Q: 3 clusters Score -1140516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1140541.125000 Penalty: 3041.849365
	Iteration 23Q: 3 clusters Score -1140541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1140562.625000 Penalty: 3041.849365
	Iteration 24Q: 3 clusters Score -1140563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2123 members 
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Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2082 members 
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Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2040 members 
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Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9824 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9877 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9927 members 
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Mstep: Class 1 contains 9963 members 
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Mstep: Class 1 contains 10008 members 
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Mstep: Class 1 contains 10049 members 
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Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1525 members 
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Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10174 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1405 members 
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Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1372 members 
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Mstep: Class 1 contains 10260 members 
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Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1327 members 
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Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1306 members 
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Mstep: Class 1 contains 10335 members 
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10390 members 
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Mstep: Class 1 contains 10408 members 
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Mstep: Class 1 contains 10422 members 
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Mstep: Class 1 contains 10439 members 
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Mstep: Class 1 contains 10452 members 
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Mstep: Class 1 contains 10468 members 
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Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1126 members 
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Mstep: Class 1 contains 10495 members 
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Mstep: Class 1 contains 10504 members 
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Mstep: Class 1 contains 10508 members 
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Mstep: Class 1 contains 10512 members 
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Mstep: Class 1 contains 10518 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10524 members 
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Mstep: Class 1 contains 10527 members 
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Mstep: Class 1 contains 10530 members 
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Mstep: Class 1 contains 10537 members 
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Mstep: Class 1 contains 10543 members 
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Mstep: Class 1 contains 10549 members 
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Mstep: Class 1 contains 10557 members 
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Mstep: Class 1 contains 10562 members 
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Mstep: Class 1 contains 10569 members 
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Mstep: Class 1 contains 10578 members 
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Mstep: Class 1 contains 10597 members 
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Mstep: Class 1 contains 10615 members 
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Mstep: Class 1 contains 10631 members 
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Mstep: Class 1 contains 10648 members 
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Mstep: Class 1 contains 10659 members 
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Mstep: Class 1 contains 10670 members 
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Mstep: Class 1 contains 10683 members 
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Mstep: Class 1 contains 10701 members 
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Mstep: Class 1 contains 10713 members 
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Mstep: Class 1 contains 10724 members 
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Mstep: Class 1 contains 10730 members 
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Mstep: Class 1 contains 10739 members 
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Mstep: Class 1 contains 10746 members 
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Mstep: Class 1 contains 10754 members 
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Mstep: Class 1 contains 10762 members 
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Mstep: Class 1 contains 10771 members 
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Mstep: Class 1 contains 10779 members 
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Mstep: Class 1 contains 10788 members 
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Mstep: Class 1 contains 10798 members 
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Mstep: Class 1 contains 10805 members 
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Mstep: Class 1 contains 10808 members 
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Mstep: Class 1 contains 10810 members 
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Mstep: Class 1 contains 10814 members 
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Mstep: Class 1 contains 10820 members 
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Mstep: Class 1 contains 10826 members 
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Mstep: Class 1 contains 10831 members 
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Mstep: Class 1 contains 10836 members 
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Mstep: Class 1 contains 10853 members 
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Mstep: Class 1 contains 10860 members 
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Mstep: Class 1 contains 10867 members 
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Mstep: Class 1 contains 10879 members 
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Mstep: Class 1 contains 10884 members 
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Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1141073.250000 Penalty: 3041.849365
	Iteration 118Q: 3 clusters Score -1141073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1141075.750000 Penalty: 3041.849365
	Iteration 119Q: 3 clusters Score -1141076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1141074.625000 Penalty: 3041.849365
	Iteration 120F: 3 clusters Score -1141075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1141074.250000 Penalty: 3041.849365
	Iteration 121Q: 3 clusters Score -1141074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1141074.750000 Penalty: 3041.849365
	Iteration 122Q: 3 clusters Score -1141075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1141074.750000 Penalty: 3041.849365
	Iteration 123F: 3 clusters Score -1141075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Entering Unmasked Estep 
Score: -1178231.875000 Penalty: 1521.748291
	Iteration 0F: 2 clusters Score -1178232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1169953.125000 Penalty: 3043.496582
	Iteration 0F: 3 clusters Score -1169953 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1172595.750000 Penalty: 3043.496582
	Iteration 1F: 3 clusters Score -1172596 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1172839.500000 Penalty: 3043.496582
	Iteration 2F: 3 clusters Score -1172840 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1173067.375000 Penalty: 3043.496582
	Iteration 3Q: 3 clusters Score -1173067 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1173301.500000 Penalty: 3043.496582
	Iteration 4Q: 3 clusters Score -1173302 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1173566.625000 Penalty: 3043.496582
	Iteration 5Q: 3 clusters Score -1173567 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1173919.875000 Penalty: 3043.496582
	Iteration 6Q: 3 clusters Score -1173920 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1174316.625000 Penalty: 3043.496582
	Iteration 7F: 3 clusters Score -1174317 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1174828.375000 Penalty: 3043.496582
	Iteration 8F: 3 clusters Score -1174828 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1175376.000000 Penalty: 3043.496582
	Iteration 9F: 3 clusters Score -1175376 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1175863.625000 Penalty: 3043.496582
	Iteration 10Q: 3 clusters Score -1175864 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1176244.000000 Penalty: 3043.496582
	Iteration 11Q: 3 clusters Score -1176244 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1176476.375000 Penalty: 3043.496582
	Iteration 12Q: 3 clusters Score -1176476 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1176622.875000 Penalty: 3043.496582
	Iteration 13Q: 3 clusters Score -1176623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1176713.375000 Penalty: 3043.496582
	Iteration 14Q: 3 clusters Score -1176713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1176769.250000 Penalty: 3043.496582
	Iteration 15Q: 3 clusters Score -1176769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1176807.000000 Penalty: 3043.496582
	Iteration 16Q: 3 clusters Score -1176807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1176840.000000 Penalty: 3043.496582
	Iteration 17Q: 3 clusters Score -1176840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1176863.000000 Penalty: 3043.496582
	Iteration 18Q: 3 clusters Score -1176863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1176881.375000 Penalty: 3043.496582
	Iteration 19Q: 3 clusters Score -1176881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1176893.875000 Penalty: 3043.496582
	Iteration 20F: 3 clusters Score -1176894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1176901.250000 Penalty: 3043.496582
	Iteration 21Q: 3 clusters Score -1176901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1176908.625000 Penalty: 3043.496582
	Iteration 22Q: 3 clusters Score -1176909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1176911.000000 Penalty: 3043.496582
	Iteration 23Q: 3 clusters Score -1176911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1176913.625000 Penalty: 3043.496582
	Iteration 24Q: 3 clusters Score -1176914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1176919.375000 Penalty: 3043.496582
	Iteration 25Q: 3 clusters Score -1176919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1176923.375000 Penalty: 3043.496582
	Iteration 26Q: 3 clusters Score -1176923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1176923.125000 Penalty: 3043.496582
	Iteration 27Q: 3 clusters Score -1176923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1176923.125000 Penalty: 3043.496582
	Iteration 28F: 3 clusters Score -1176923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -97547.687500 Penalty: 1145.503906
	Iteration 0F: 2 clusters Score -97547.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96047.117188 Penalty: 2291.007812
	Iteration 0F: 3 clusters Score -96047.12 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -96403.500000 Penalty: 2291.007812
	Iteration 1F: 3 clusters Score -96403.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96503.687500 Penalty: 2291.007812
	Iteration 2F: 3 clusters Score -96503.69 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -96562.367188 Penalty: 2291.007812
	Iteration 3Q: 3 clusters Score -96562.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96599.710938 Penalty: 2291.007812
	Iteration 4Q: 3 clusters Score -96599.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -96630.554688 Penalty: 2291.007812
	Iteration 5Q: 3 clusters Score -96630.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96663.437500 Penalty: 2291.007812
	Iteration 6Q: 3 clusters Score -96663.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96679.500000 Penalty: 2291.007812
	Iteration 7Q: 3 clusters Score -96679.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96694.640625 Penalty: 2291.007812
	Iteration 8Q: 3 clusters Score -96694.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96711.171875 Penalty: 2291.007812
	Iteration 9Q: 3 clusters Score -96711.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -96720.093750 Penalty: 2291.007812
	Iteration 10Q: 3 clusters Score -96720.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -96727.234375 Penalty: 2291.007812
	Iteration 11Q: 3 clusters Score -96727.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96736.132812 Penalty: 2291.007812
	Iteration 12Q: 3 clusters Score -96736.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96745.781250 Penalty: 2291.007812
	Iteration 13Q: 3 clusters Score -96745.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -96754.359375 Penalty: 2291.007812
	Iteration 14Q: 3 clusters Score -96754.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96761.312500 Penalty: 2291.007812
	Iteration 15Q: 3 clusters Score -96761.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96764.296875 Penalty: 2291.007812
	Iteration 16Q: 3 clusters Score -96764.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -96765.695312 Penalty: 2291.007812
	Iteration 17Q: 3 clusters Score -96765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96766.109375 Penalty: 2291.007812
	Iteration 18Q: 3 clusters Score -96766.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -96766.687500 Penalty: 2291.007812
	Iteration 19Q: 3 clusters Score -96766.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96767.593750 Penalty: 2291.007812
	Iteration 20F: 3 clusters Score -96767.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -96768.187500 Penalty: 2291.007812
	Iteration 21Q: 3 clusters Score -96768.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96768.960938 Penalty: 2291.007812
	Iteration 22Q: 3 clusters Score -96768.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96771.554688 Penalty: 2291.007812
	Iteration 23Q: 3 clusters Score -96771.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96771.554688 Penalty: 2291.007812
	Iteration 24F: 3 clusters Score -96771.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Entering Unmasked Estep 
Score: -3745069.250000 Penalty: 1711.837769
	Iteration 0F: 2 clusters Score -3745069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3719808.250000 Penalty: 3423.675537
	Iteration 0F: 3 clusters Score -3719808 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3729339.500000 Penalty: 3423.675537
	Iteration 1F: 3 clusters Score -3729340 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3729673.250000 Penalty: 3423.675537
	Iteration 2Q: 3 clusters Score -3729673 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3730001.500000 Penalty: 3423.675537
	Iteration 3Q: 3 clusters Score -3730002 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3730280.500000 Penalty: 3423.675537
	Iteration 4Q: 3 clusters Score -3730280 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3730617.000000 Penalty: 3423.675537
	Iteration 5Q: 3 clusters Score -3730617 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3730927.500000 Penalty: 3423.675537
	Iteration 6Q: 3 clusters Score -3730928 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3731310.250000 Penalty: 3423.675537
	Iteration 7Q: 3 clusters Score -3731310 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3731805.000000 Penalty: 3423.675537
	Iteration 8Q: 3 clusters Score -3731805 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3732462.000000 Penalty: 3423.675537
	Iteration 9Q: 3 clusters Score -3732462 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3733416.750000 Penalty: 3423.675537
	Iteration 10Q: 3 clusters Score -3733417 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3734796.500000 Penalty: 3423.675537
	Iteration 11F: 3 clusters Score -3734796 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3736652.250000 Penalty: 3423.675537
	Iteration 12F: 3 clusters Score -3736652 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3738758.250000 Penalty: 3423.675537
	Iteration 13F: 3 clusters Score -3738758 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3740662.750000 Penalty: 3423.675537
	Iteration 14F: 3 clusters Score -3740663 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3742008.500000 Penalty: 3423.675537
	Iteration 15Q: 3 clusters Score -3742008 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3742764.500000 Penalty: 3423.675537
	Iteration 16Q: 3 clusters Score -3742764 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3743140.500000 Penalty: 3423.675537
	Iteration 17Q: 3 clusters Score -3743140 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3743339.250000 Penalty: 3423.675537
	Iteration 18Q: 3 clusters Score -3743339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3743426.000000 Penalty: 3423.675537
	Iteration 19Q: 3 clusters Score -3743426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3743466.000000 Penalty: 3423.675537
	Iteration 20F: 3 clusters Score -3743466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3743496.750000 Penalty: 3423.675537
	Iteration 21Q: 3 clusters Score -3743497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3743521.250000 Penalty: 3423.675537
	Iteration 22Q: 3 clusters Score -3743521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3743529.500000 Penalty: 3423.675537
	Iteration 23Q: 3 clusters Score -3743530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3743543.250000 Penalty: 3423.675537
	Iteration 24Q: 3 clusters Score -3743543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3743552.000000 Penalty: 3423.675537
	Iteration 25Q: 3 clusters Score -3743552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3743550.750000 Penalty: 3423.675537
	Iteration 26Q: 3 clusters Score -3743551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3743556.500000 Penalty: 3423.675537
	Iteration 27Q: 3 clusters Score -3743556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3743560.750000 Penalty: 3423.675537
	Iteration 28Q: 3 clusters Score -3743561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3743564.500000 Penalty: 3423.675537
	Iteration 29Q: 3 clusters Score -3743564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3743563.250000 Penalty: 3423.675537
	Iteration 30Q: 3 clusters Score -3743563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3743562.750000 Penalty: 3423.675537
	Iteration 31Q: 3 clusters Score -3743563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3743562.750000 Penalty: 3423.675537
	Iteration 32F: 3 clusters Score -3743563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Entering Unmasked Estep 
Score: -10707930.000000 Penalty: 1883.425659
	Iteration 0F: 2 clusters Score -1.070793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -10636294.000000 Penalty: 3766.851318
	Iteration 0F: 3 clusters Score -1.063629e+07 nChanged 51683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -10666444.000000 Penalty: 3766.851318
	Iteration 1F: 3 clusters Score -1.066644e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -10667092.000000 Penalty: 3766.851318
	Iteration 2Q: 3 clusters Score -1.066709e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -10667953.000000 Penalty: 3766.851318
	Iteration 3Q: 3 clusters Score -1.066795e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -10668797.000000 Penalty: 3766.851318
	Iteration 4Q: 3 clusters Score -1.06688e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -10669966.000000 Penalty: 3766.851318
	Iteration 5Q: 3 clusters Score -1.066997e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -10671489.000000 Penalty: 3766.851318
	Iteration 6Q: 3 clusters Score -1.067149e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -10673593.000000 Penalty: 3766.851318
	Iteration 7Q: 3 clusters Score -1.067359e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -10676201.000000 Penalty: 3766.851318
	Iteration 8Q: 3 clusters Score -1.06762e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -10679854.000000 Penalty: 3766.851318
	Iteration 9F: 3 clusters Score -1.067985e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -10684201.000000 Penalty: 3766.851318
	Iteration 10F: 3 clusters Score -1.06842e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -10688107.000000 Penalty: 3766.851318
	Iteration 11F: 3 clusters Score -1.068811e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -10690565.000000 Penalty: 3766.851318
	Iteration 12Q: 3 clusters Score -1.069056e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -10691794.000000 Penalty: 3766.851318
	Iteration 13Q: 3 clusters Score -1.069179e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -10692505.000000 Penalty: 3766.851318
	Iteration 14Q: 3 clusters Score -1.06925e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -10693176.000000 Penalty: 3766.851318
	Iteration 15Q: 3 clusters Score -1.069318e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -10693826.000000 Penalty: 3766.851318
	Iteration 16Q: 3 clusters Score -1.069383e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -10694637.000000 Penalty: 3766.851318
	Iteration 17Q: 3 clusters Score -1.069464e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -10695495.000000 Penalty: 3766.851318
	Iteration 18Q: 3 clusters Score -1.06955e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -10696368.000000 Penalty: 3766.851318
	Iteration 19Q: 3 clusters Score -1.069637e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -10697241.000000 Penalty: 3766.851318
	Iteration 20F: 3 clusters Score -1.069724e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -10698087.000000 Penalty: 3766.851318
	Iteration 21Q: 3 clusters Score -1.069809e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94184 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -10698996.000000 Penalty: 3766.851318
	Iteration 22Q: 3 clusters Score -1.0699e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -10699822.000000 Penalty: 3766.851318
	Iteration 23Q: 3 clusters Score -1.069982e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97842 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -10700700.000000 Penalty: 3766.851318
	Iteration 24Q: 3 clusters Score -1.07007e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99609 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -10701594.000000 Penalty: 3766.851318
	Iteration 25Q: 3 clusters Score -1.070159e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10702437.000000 Penalty: 3766.851318
	Iteration 26Q: 3 clusters Score -1.070244e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -10703228.000000 Penalty: 3766.851318
	Iteration 27Q: 3 clusters Score -1.070323e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103854 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -10703947.000000 Penalty: 3766.851318
	Iteration 28Q: 3 clusters Score -1.070395e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -10704473.000000 Penalty: 3766.851318
	Iteration 29Q: 3 clusters Score -1.070447e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105631 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10704955.000000 Penalty: 3766.851318
	Iteration 30Q: 3 clusters Score -1.070496e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -10705325.000000 Penalty: 3766.851318
	Iteration 31Q: 3 clusters Score -1.070532e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10705589.000000 Penalty: 3766.851318
	Iteration 32Q: 3 clusters Score -1.070559e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10705777.000000 Penalty: 3766.851318
	Iteration 33Q: 3 clusters Score -1.070578e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10705928.000000 Penalty: 3766.851318
	Iteration 34Q: 3 clusters Score -1.070593e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107326 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10706028.000000 Penalty: 3766.851318
	Iteration 35Q: 3 clusters Score -1.070603e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107425 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10706095.000000 Penalty: 3766.851318
	Iteration 36Q: 3 clusters Score -1.07061e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10706161.000000 Penalty: 3766.851318
	Iteration 37Q: 3 clusters Score -1.070616e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107519 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10706191.000000 Penalty: 3766.851318
	Iteration 38Q: 3 clusters Score -1.070619e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10706228.000000 Penalty: 3766.851318
	Iteration 39Q: 3 clusters Score -1.070623e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10706243.000000 Penalty: 3766.851318
	Iteration 40F: 3 clusters Score -1.070624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107582 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10706253.000000 Penalty: 3766.851318
	Iteration 41Q: 3 clusters Score -1.070625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10706254.000000 Penalty: 3766.851318
	Iteration 42Q: 3 clusters Score -1.070625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10706261.000000 Penalty: 3766.851318
	Iteration 43Q: 3 clusters Score -1.070626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -10706271.000000 Penalty: 3766.851318
	Iteration 44Q: 3 clusters Score -1.070627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10706276.000000 Penalty: 3766.851318
	Iteration 45Q: 3 clusters Score -1.070628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10706275.000000 Penalty: 3766.851318
	Iteration 46Q: 3 clusters Score -1.070628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10706281.000000 Penalty: 3766.851318
	Iteration 47Q: 3 clusters Score -1.070628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10706282.000000 Penalty: 3766.851318
	Iteration 48Q: 3 clusters Score -1.070628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10706276.000000 Penalty: 3766.851318
	Iteration 49Q: 3 clusters Score -1.070628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10706274.000000 Penalty: 3766.851318
	Iteration 50Q: 3 clusters Score -1.070627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10706274.000000 Penalty: 3766.851318
	Iteration 51Q: 3 clusters Score -1.070627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10706280.000000 Penalty: 3766.851318
	Iteration 52Q: 3 clusters Score -1.070628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10706280.000000 Penalty: 3766.851318
	Iteration 53F: 3 clusters Score -1.070628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Entering Unmasked Estep 
Score: -1987931.125000 Penalty: 1605.826416
	Iteration 0F: 2 clusters Score -1987931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1974606.625000 Penalty: 3211.652832
	Iteration 0F: 3 clusters Score -1974607 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1979431.750000 Penalty: 3211.652832
	Iteration 1F: 3 clusters Score -1979432 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1979669.625000 Penalty: 3211.652832
	Iteration 2Q: 3 clusters Score -1979670 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1979904.750000 Penalty: 3211.652832
	Iteration 3Q: 3 clusters Score -1979905 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1980221.125000 Penalty: 3211.652832
	Iteration 4Q: 3 clusters Score -1980221 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1980675.125000 Penalty: 3211.652832
	Iteration 5Q: 3 clusters Score -1980675 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1981393.750000 Penalty: 3211.652832
	Iteration 6F: 3 clusters Score -1981394 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1982427.625000 Penalty: 3211.652832
	Iteration 7F: 3 clusters Score -1982428 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1983616.000000 Penalty: 3211.652832
	Iteration 8F: 3 clusters Score -1983616 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1984764.750000 Penalty: 3211.652832
	Iteration 9F: 3 clusters Score -1984765 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1985617.625000 Penalty: 3211.652832
	Iteration 10Q: 3 clusters Score -1985618 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1986107.000000 Penalty: 3211.652832
	Iteration 11Q: 3 clusters Score -1986107 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1986338.125000 Penalty: 3211.652832
	Iteration 12Q: 3 clusters Score -1986338 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1986445.375000 Penalty: 3211.652832
	Iteration 13Q: 3 clusters Score -1986445 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1986503.500000 Penalty: 3211.652832
	Iteration 14Q: 3 clusters Score -1986504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1986550.125000 Penalty: 3211.652832
	Iteration 15Q: 3 clusters Score -1986550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1986593.750000 Penalty: 3211.652832
	Iteration 16Q: 3 clusters Score -1986594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -1986618.625000 Penalty: 3211.652832
	Iteration 17Q: 3 clusters Score -1986619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1986639.125000 Penalty: 3211.652832
	Iteration 18Q: 3 clusters Score -1986639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -1986646.250000 Penalty: 3211.652832
	Iteration 19Q: 3 clusters Score -1986646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1986652.125000 Penalty: 3211.652832
	Iteration 20F: 3 clusters Score -1986652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1986664.000000 Penalty: 3211.652832
	Iteration 21Q: 3 clusters Score -1986664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -1986672.750000 Penalty: 3211.652832
	Iteration 22Q: 3 clusters Score -1986673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -1986679.500000 Penalty: 3211.652832
	Iteration 23Q: 3 clusters Score -1986680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1986681.500000 Penalty: 3211.652832
	Iteration 24Q: 3 clusters Score -1986682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1986687.000000 Penalty: 3211.652832
	Iteration 25Q: 3 clusters Score -1986687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1986688.750000 Penalty: 3211.652832
	Iteration 26Q: 3 clusters Score -1986689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1986687.625000 Penalty: 3211.652832
	Iteration 27Q: 3 clusters Score -1986688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -1986691.500000 Penalty: 3211.652832
	Iteration 28Q: 3 clusters Score -1986692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1986689.375000 Penalty: 3211.652832
	Iteration 29Q: 3 clusters Score -1986689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -1986689.375000 Penalty: 3211.652832
	Iteration 30F: 3 clusters Score -1986689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Entering Unmasked Estep 
Score: -1032109.812500 Penalty: 1504.004028
	Iteration 0F: 2 clusters Score -1032110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1024656.000000 Penalty: 3008.008057
	Iteration 0F: 3 clusters Score -1024656 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1027076.687500 Penalty: 3008.008057
	Iteration 1F: 3 clusters Score -1027077 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1027343.500000 Penalty: 3008.008057
	Iteration 2F: 3 clusters Score -1027344 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1027577.750000 Penalty: 3008.008057
	Iteration 3F: 3 clusters Score -1027578 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1027755.437500 Penalty: 3008.008057
	Iteration 4Q: 3 clusters Score -1027755 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1027897.875000 Penalty: 3008.008057
	Iteration 5Q: 3 clusters Score -1027898 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1028027.812500 Penalty: 3008.008057
	Iteration 6Q: 3 clusters Score -1028028 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1028174.000000 Penalty: 3008.008057
	Iteration 7Q: 3 clusters Score -1028174 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1028342.062500 Penalty: 3008.008057
	Iteration 8Q: 3 clusters Score -1028342 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1028521.562500 Penalty: 3008.008057
	Iteration 9Q: 3 clusters Score -1028522 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1028728.500000 Penalty: 3008.008057
	Iteration 10Q: 3 clusters Score -1028728 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1029002.562500 Penalty: 3008.008057
	Iteration 11Q: 3 clusters Score -1029003 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1029287.437500 Penalty: 3008.008057
	Iteration 12Q: 3 clusters Score -1029287 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1029595.187500 Penalty: 3008.008057
	Iteration 13Q: 3 clusters Score -1029595 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1029891.250000 Penalty: 3008.008057
	Iteration 14Q: 3 clusters Score -1029891 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1030141.125000 Penalty: 3008.008057
	Iteration 15Q: 3 clusters Score -1030141 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1030330.250000 Penalty: 3008.008057
	Iteration 16Q: 3 clusters Score -1030330 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1030464.437500 Penalty: 3008.008057
	Iteration 17Q: 3 clusters Score -1030464 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1030567.187500 Penalty: 3008.008057
	Iteration 18Q: 3 clusters Score -1030567 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1030662.000000 Penalty: 3008.008057
	Iteration 19Q: 3 clusters Score -1030662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1030723.562500 Penalty: 3008.008057
	Iteration 20F: 3 clusters Score -1030724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1030772.625000 Penalty: 3008.008057
	Iteration 21Q: 3 clusters Score -1030773 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1030807.062500 Penalty: 3008.008057
	Iteration 22Q: 3 clusters Score -1030807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1030830.437500 Penalty: 3008.008057
	Iteration 23Q: 3 clusters Score -1030830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1030846.750000 Penalty: 3008.008057
	Iteration 24Q: 3 clusters Score -1030847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1030858.687500 Penalty: 3008.008057
	Iteration 25Q: 3 clusters Score -1030859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1030867.687500 Penalty: 3008.008057
	Iteration 26Q: 3 clusters Score -1030868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1030873.750000 Penalty: 3008.008057
	Iteration 27Q: 3 clusters Score -1030874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1030877.937500 Penalty: 3008.008057
	Iteration 28Q: 3 clusters Score -1030878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1030882.750000 Penalty: 3008.008057
	Iteration 29Q: 3 clusters Score -1030883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1030884.875000 Penalty: 3008.008057
	Iteration 30Q: 3 clusters Score -1030885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1030884.875000 Penalty: 3008.008057
	Iteration 31F: 3 clusters Score -1030885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Entering Unmasked Estep 
Score: -6098637.500000 Penalty: 1791.901367
	Iteration 0F: 2 clusters Score -6098638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -6057555.000000 Penalty: 3583.802734
	Iteration 0F: 3 clusters Score -6057555 nChanged 29133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -6074027.500000 Penalty: 3583.802734
	Iteration 1F: 3 clusters Score -6074028 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -6074592.000000 Penalty: 3583.802734
	Iteration 2Q: 3 clusters Score -6074592 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -6075328.500000 Penalty: 3583.802734
	Iteration 3Q: 3 clusters Score -6075328 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -6076397.000000 Penalty: 3583.802734
	Iteration 4Q: 3 clusters Score -6076397 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6078170.000000 Penalty: 3583.802734
	Iteration 5F: 3 clusters Score -6078170 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6081140.000000 Penalty: 3583.802734
	Iteration 6F: 3 clusters Score -6081140 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -6085288.500000 Penalty: 3583.802734
	Iteration 7F: 3 clusters Score -6085288 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -6090102.500000 Penalty: 3583.802734
	Iteration 8F: 3 clusters Score -6090102 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -6094047.000000 Penalty: 3583.802734
	Iteration 9F: 3 clusters Score -6094047 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6096291.500000 Penalty: 3583.802734
	Iteration 10Q: 3 clusters Score -6096292 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6097304.500000 Penalty: 3583.802734
	Iteration 11Q: 3 clusters Score -6097304 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6097638.000000 Penalty: 3583.802734
	Iteration 12Q: 3 clusters Score -6097638 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6097718.000000 Penalty: 3583.802734
	Iteration 13Q: 3 clusters Score -6097718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6097756.000000 Penalty: 3583.802734
	Iteration 14Q: 3 clusters Score -6097756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6097766.000000 Penalty: 3583.802734
	Iteration 15Q: 3 clusters Score -6097766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6097762.500000 Penalty: 3583.802734
	Iteration 16Q: 3 clusters Score -6097762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6097771.000000 Penalty: 3583.802734
	Iteration 17Q: 3 clusters Score -6097771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6097781.000000 Penalty: 3583.802734
	Iteration 18Q: 3 clusters Score -6097781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6097787.500000 Penalty: 3583.802734
	Iteration 19Q: 3 clusters Score -6097788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6097787.000000 Penalty: 3583.802734
	Iteration 20F: 3 clusters Score -6097787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6097788.500000 Penalty: 3583.802734
	Iteration 21Q: 3 clusters Score -6097788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6097783.000000 Penalty: 3583.802734
	Iteration 22Q: 3 clusters Score -6097783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6097786.000000 Penalty: 3583.802734
	Iteration 23Q: 3 clusters Score -6097786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6097787.500000 Penalty: 3583.802734
	Iteration 24Q: 3 clusters Score -6097788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6097786.500000 Penalty: 3583.802734
	Iteration 25Q: 3 clusters Score -6097786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6097793.500000 Penalty: 3583.802734
	Iteration 26Q: 3 clusters Score -6097794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6097788.500000 Penalty: 3583.802734
	Iteration 27Q: 3 clusters Score -6097788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6097791.000000 Penalty: 3583.802734
	Iteration 28Q: 3 clusters Score -6097791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6097790.000000 Penalty: 3583.802734
	Iteration 29Q: 3 clusters Score -6097790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6097790.000000 Penalty: 3583.802734
	Iteration 30Q: 3 clusters Score -6097790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6097793.500000 Penalty: 3583.802734
	Iteration 31Q: 3 clusters Score -6097794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6097787.000000 Penalty: 3583.802734
	Iteration 32Q: 3 clusters Score -6097787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6097791.000000 Penalty: 3583.802734
	Iteration 33Q: 3 clusters Score -6097791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6097794.500000 Penalty: 3583.802734
	Iteration 34Q: 3 clusters Score -6097794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6097793.000000 Penalty: 3583.802734
	Iteration 35Q: 3 clusters Score -6097793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6097791.500000 Penalty: 3583.802734
	Iteration 36Q: 3 clusters Score -6097792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6097785.500000 Penalty: 3583.802734
	Iteration 37Q: 3 clusters Score -6097786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -6097790.000000 Penalty: 3583.802734
	Iteration 38Q: 3 clusters Score -6097790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6097794.500000 Penalty: 3583.802734
	Iteration 39Q: 3 clusters Score -6097794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6097799.500000 Penalty: 3583.802734
	Iteration 40F: 3 clusters Score -6097800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6097808.500000 Penalty: 3583.802734
	Iteration 41Q: 3 clusters Score -6097808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6097808.500000 Penalty: 3583.802734
	Iteration 42Q: 3 clusters Score -6097808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6097813.500000 Penalty: 3583.802734
	Iteration 43Q: 3 clusters Score -6097814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6097822.000000 Penalty: 3583.802734
	Iteration 44Q: 3 clusters Score -6097822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6097815.500000 Penalty: 3583.802734
	Iteration 45Q: 3 clusters Score -6097816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6097817.500000 Penalty: 3583.802734
	Iteration 46Q: 3 clusters Score -6097818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6097811.500000 Penalty: 3583.802734
	Iteration 47Q: 3 clusters Score -6097812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6097819.500000 Penalty: 3583.802734
	Iteration 48Q: 3 clusters Score -6097820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6097819.500000 Penalty: 3583.802734
	Iteration 49F: 3 clusters Score -6097820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -219656.250000 Penalty: 1249.597168
	Iteration 0F: 2 clusters Score -219656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -217458.265625 Penalty: 2499.194336
	Iteration 0F: 3 clusters Score -217458.3 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -217949.671875 Penalty: 2499.194336
	Iteration 1F: 3 clusters Score -217949.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -218066.515625 Penalty: 2499.194336
	Iteration 2F: 3 clusters Score -218066.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -218151.937500 Penalty: 2499.194336
	Iteration 3Q: 3 clusters Score -218151.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -218217.437500 Penalty: 2499.194336
	Iteration 4Q: 3 clusters Score -218217.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -218258.734375 Penalty: 2499.194336
	Iteration 5Q: 3 clusters Score -218258.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -218303.203125 Penalty: 2499.194336
	Iteration 6Q: 3 clusters Score -218303.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -218333.812500 Penalty: 2499.194336
	Iteration 7Q: 3 clusters Score -218333.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -218352.828125 Penalty: 2499.194336
	Iteration 8Q: 3 clusters Score -218352.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -218374.203125 Penalty: 2499.194336
	Iteration 9Q: 3 clusters Score -218374.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -218387.843750 Penalty: 2499.194336
	Iteration 10Q: 3 clusters Score -218387.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -218401.078125 Penalty: 2499.194336
	Iteration 11Q: 3 clusters Score -218401.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -218410.421875 Penalty: 2499.194336
	Iteration 12Q: 3 clusters Score -218410.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -218418.312500 Penalty: 2499.194336
	Iteration 13Q: 3 clusters Score -218418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -218424.953125 Penalty: 2499.194336
	Iteration 14Q: 3 clusters Score -218425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -218432.312500 Penalty: 2499.194336
	Iteration 15Q: 3 clusters Score -218432.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -218437.921875 Penalty: 2499.194336
	Iteration 16Q: 3 clusters Score -218437.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -218444.093750 Penalty: 2499.194336
	Iteration 17Q: 3 clusters Score -218444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -218448.781250 Penalty: 2499.194336
	Iteration 18Q: 3 clusters Score -218448.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -218452.843750 Penalty: 2499.194336
	Iteration 19Q: 3 clusters Score -218452.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -218456.031250 Penalty: 2499.194336
	Iteration 20F: 3 clusters Score -218456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -218458.531250 Penalty: 2499.194336
	Iteration 21Q: 3 clusters Score -218458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -218458.765625 Penalty: 2499.194336
	Iteration 22Q: 3 clusters Score -218458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -218458.765625 Penalty: 2499.194336
	Iteration 23F: 3 clusters Score -218458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Entering Unmasked Estep 
Score: -1471561.125000 Penalty: 1561.753906
	Iteration 0F: 2 clusters Score -1471561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1461231.250000 Penalty: 3123.507812
	Iteration 0F: 3 clusters Score -1461231 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1464863.375000 Penalty: 3123.507812
	Iteration 1F: 3 clusters Score -1464863 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1465206.625000 Penalty: 3123.507812
	Iteration 2F: 3 clusters Score -1465207 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1465472.250000 Penalty: 3123.507812
	Iteration 3Q: 3 clusters Score -1465472 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1465693.375000 Penalty: 3123.507812
	Iteration 4Q: 3 clusters Score -1465693 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1465907.000000 Penalty: 3123.507812
	Iteration 5Q: 3 clusters Score -1465907 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1466136.875000 Penalty: 3123.507812
	Iteration 6Q: 3 clusters Score -1466137 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1466377.750000 Penalty: 3123.507812
	Iteration 7Q: 3 clusters Score -1466378 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1466673.875000 Penalty: 3123.507812
	Iteration 8Q: 3 clusters Score -1466674 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1467027.125000 Penalty: 3123.507812
	Iteration 9Q: 3 clusters Score -1467027 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1467408.625000 Penalty: 3123.507812
	Iteration 10Q: 3 clusters Score -1467409 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1467749.625000 Penalty: 3123.507812
	Iteration 11Q: 3 clusters Score -1467750 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1468053.000000 Penalty: 3123.507812
	Iteration 12Q: 3 clusters Score -1468053 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1468278.750000 Penalty: 3123.507812
	Iteration 13Q: 3 clusters Score -1468279 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1468499.750000 Penalty: 3123.507812
	Iteration 14Q: 3 clusters Score -1468500 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1468676.250000 Penalty: 3123.507812
	Iteration 15Q: 3 clusters Score -1468676 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1468822.250000 Penalty: 3123.507812
	Iteration 16Q: 3 clusters Score -1468822 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1468940.500000 Penalty: 3123.507812
	Iteration 17Q: 3 clusters Score -1468940 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1469084.125000 Penalty: 3123.507812
	Iteration 18Q: 3 clusters Score -1469084 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1469222.500000 Penalty: 3123.507812
	Iteration 19Q: 3 clusters Score -1469222 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1469343.625000 Penalty: 3123.507812
	Iteration 20F: 3 clusters Score -1469344 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1469463.875000 Penalty: 3123.507812
	Iteration 21Q: 3 clusters Score -1469464 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1469571.625000 Penalty: 3123.507812
	Iteration 22Q: 3 clusters Score -1469572 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1469654.625000 Penalty: 3123.507812
	Iteration 23Q: 3 clusters Score -1469655 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1469741.125000 Penalty: 3123.507812
	Iteration 24Q: 3 clusters Score -1469741 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1469836.250000 Penalty: 3123.507812
	Iteration 25Q: 3 clusters Score -1469836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1469919.125000 Penalty: 3123.507812
	Iteration 26Q: 3 clusters Score -1469919 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1469994.875000 Penalty: 3123.507812
	Iteration 27Q: 3 clusters Score -1469995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1470045.000000 Penalty: 3123.507812
	Iteration 28Q: 3 clusters Score -1470045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1470085.625000 Penalty: 3123.507812
	Iteration 29Q: 3 clusters Score -1470086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1470115.500000 Penalty: 3123.507812
	Iteration 30Q: 3 clusters Score -1470116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1470135.625000 Penalty: 3123.507812
	Iteration 31Q: 3 clusters Score -1470136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1470154.250000 Penalty: 3123.507812
	Iteration 32Q: 3 clusters Score -1470154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1470167.875000 Penalty: 3123.507812
	Iteration 33Q: 3 clusters Score -1470168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1470184.625000 Penalty: 3123.507812
	Iteration 34Q: 3 clusters Score -1470185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1470192.875000 Penalty: 3123.507812
	Iteration 35Q: 3 clusters Score -1470193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1470204.625000 Penalty: 3123.507812
	Iteration 36Q: 3 clusters Score -1470205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1470213.375000 Penalty: 3123.507812
	Iteration 37Q: 3 clusters Score -1470213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1470217.000000 Penalty: 3123.507812
	Iteration 38Q: 3 clusters Score -1470217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1470220.000000 Penalty: 3123.507812
	Iteration 39Q: 3 clusters Score -1470220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1470226.250000 Penalty: 3123.507812
	Iteration 40F: 3 clusters Score -1470226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1470232.875000 Penalty: 3123.507812
	Iteration 41Q: 3 clusters Score -1470233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1470233.250000 Penalty: 3123.507812
	Iteration 42Q: 3 clusters Score -1470233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1470233.750000 Penalty: 3123.507812
	Iteration 43Q: 3 clusters Score -1470234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1470233.750000 Penalty: 3123.507812
	Iteration 44F: 3 clusters Score -1470234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125587 members 
Mstep: Class 6 contains 14441 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13645 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37586 members 
Mstep: Class 20 contains 108046 members 
Mstep: Class 21 contains 19575 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 61518 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413584.000000 Penalty: 55808.535156
Iteration 119Q: 27 clusters Score -5.241358e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125592 members 
Mstep: Class 6 contains 14540 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 9394 members 
Mstep: Class 9 contains 6097 members 
Mstep: Class 10 contains 12067 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13767 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11613 members 
Mstep: Class 17 contains 11854 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37674 members 
Mstep: Class 20 contains 108036 members 
Mstep: Class 21 contains 19586 members 
Mstep: Class 22 contains 10461 members 
Mstep: Class 23 contains 61412 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14922 members 
Mstep: Class 26 contains 13789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414252.000000 Penalty: 55808.535156
Iteration 120F: 27 clusters Score -5.241425e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17948 members 
Mstep: Class 3 contains 10821 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125605 members 
Mstep: Class 6 contains 14585 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 9262 members 
Mstep: Class 9 contains 6056 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13752 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 11825 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37728 members 
Mstep: Class 20 contains 108013 members 
Mstep: Class 21 contains 19588 members 
Mstep: Class 22 contains 10460 members 
Mstep: Class 23 contains 61346 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14918 members 
Mstep: Class 26 contains 14001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414564.000000 Penalty: 55808.535156
Iteration 121Q: 27 clusters Score -5.241456e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 10793 members 
Mstep: Class 4 contains 14559 members 
Mstep: Class 5 contains 125614 members 
Mstep: Class 6 contains 14631 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 6064 members 
Mstep: Class 10 contains 12063 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13744 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6265 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11621 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37798 members 
Mstep: Class 20 contains 108003 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10460 members 
Mstep: Class 23 contains 61298 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14921 members 
Mstep: Class 26 contains 14103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414424.000000 Penalty: 55808.535156
Iteration 122Q: 27 clusters Score -5.241442e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 10766 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125631 members 
Mstep: Class 6 contains 14673 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 9086 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 13741 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6268 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 17 contains 11738 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37865 members 
Mstep: Class 20 contains 107995 members 
Mstep: Class 21 contains 19576 members 
Mstep: Class 22 contains 10459 members 
Mstep: Class 23 contains 61243 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14922 members 
Mstep: Class 26 contains 14193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414492.000000 Penalty: 55808.535156
Iteration 123Q: 27 clusters Score -5.241449e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 10748 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 125641 members 
Mstep: Class 6 contains 14695 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 6071 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13749 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6271 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 17 contains 11699 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37911 members 
Mstep: Class 20 contains 108002 members 
Mstep: Class 21 contains 19581 members 
Mstep: Class 22 contains 10455 members 
Mstep: Class 23 contains 61206 members 
Mstep: Class 24 contains 2184 members 
Mstep: Class 25 contains 14926 members 
Mstep: Class 26 contains 14246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414492.000000 Penalty: 55808.535156
Iteration 124Q: 27 clusters Score -5.241449e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17945 members 
Mstep: Class 3 contains 10734 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 125650 members 
Mstep: Class 6 contains 14723 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8970 members 
Mstep: Class 9 contains 6072 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 13756 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6273 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 37934 members 
Mstep: Class 20 contains 108024 members 
Mstep: Class 21 contains 19578 members 
Mstep: Class 22 contains 10456 members 
Mstep: Class 23 contains 61177 members 
Mstep: Class 24 contains 2180 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414460.000000 Penalty: 55808.535156
Iteration 125Q: 27 clusters Score -5.241446e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 10732 members 
Mstep: Class 4 contains 14568 members 
Mstep: Class 5 contains 125657 members 
Mstep: Class 6 contains 14746 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 6071 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 13756 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6276 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 11638 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37951 members 
Mstep: Class 20 contains 108034 members 
Mstep: Class 21 contains 19584 members 
Mstep: Class 22 contains 10455 members 
Mstep: Class 23 contains 61139 members 
Mstep: Class 24 contains 2180 members 
Mstep: Class 25 contains 14925 members 
Mstep: Class 26 contains 14337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414500.000000 Penalty: 55808.535156
Iteration 126Q: 27 clusters Score -5.24145e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17948 members 
Mstep: Class 3 contains 10724 members 
Mstep: Class 4 contains 14569 members 
Mstep: Class 5 contains 125660 members 
Mstep: Class 6 contains 14774 members 
Mstep: Class 7 contains 8670 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 6077 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13755 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11619 members 
Mstep: Class 17 contains 11615 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37966 members 
Mstep: Class 20 contains 108045 members 
Mstep: Class 21 contains 19593 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 61098 members 
Mstep: Class 24 contains 2180 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414512.000000 Penalty: 55808.535156
Iteration 127Q: 27 clusters Score -5.241451e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 10716 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 125659 members 
Mstep: Class 6 contains 14796 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8867 members 
Mstep: Class 9 contains 6072 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13758 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 11599 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37972 members 
Mstep: Class 20 contains 108060 members 
Mstep: Class 21 contains 19593 members 
Mstep: Class 22 contains 10454 members 
Mstep: Class 23 contains 61085 members 
Mstep: Class 24 contains 2179 members 
Mstep: Class 25 contains 14925 members 
Mstep: Class 26 contains 14386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414532.000000 Penalty: 55808.535156
Iteration 128Q: 27 clusters Score -5.241453e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 10714 members 
Mstep: Class 4 contains 14567 members 
Mstep: Class 5 contains 125657 members 
Mstep: Class 6 contains 14816 members 
Mstep: Class 7 contains 8670 members 
Mstep: Class 8 contains 8840 members 
Mstep: Class 9 contains 6070 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13758 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11620 members 
Mstep: Class 17 contains 11588 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37980 members 
Mstep: Class 20 contains 108073 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 22 contains 10453 members 
Mstep: Class 23 contains 61066 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14926 members 
Mstep: Class 26 contains 14409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414600.000000 Penalty: 55808.535156
Iteration 129Q: 27 clusters Score -5.24146e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17941 members 
Mstep: Class 3 contains 10710 members 
Mstep: Class 4 contains 14566 members 
Mstep: Class 5 contains 125659 members 
Mstep: Class 6 contains 14846 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8818 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13761 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6277 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11619 members 
Mstep: Class 17 contains 11577 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 37993 members 
Mstep: Class 20 contains 108076 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 10450 members 
Mstep: Class 23 contains 61048 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14926 members 
Mstep: Class 26 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414584.000000 Penalty: 55808.535156
Iteration 130Q: 27 clusters Score -5.241458e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17943 members 
Mstep: Class 3 contains 10706 members 
Mstep: Class 4 contains 14566 members 
Mstep: Class 5 contains 125662 members 
Mstep: Class 6 contains 14866 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 6067 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13758 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11617 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 37997 members 
Mstep: Class 20 contains 108080 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 10447 members 
Mstep: Class 23 contains 61037 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14929 members 
Mstep: Class 26 contains 14427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414608.000000 Penalty: 55808.535156
Iteration 131Q: 27 clusters Score -5.241461e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17944 members 
Mstep: Class 3 contains 10704 members 
Mstep: Class 4 contains 14566 members 
Mstep: Class 5 contains 125662 members 
Mstep: Class 6 contains 14880 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 6064 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13757 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 11561 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 38000 members 
Mstep: Class 20 contains 108082 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 61039 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14929 members 
Mstep: Class 26 contains 14434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414632.000000 Penalty: 55808.535156
Iteration 132Q: 27 clusters Score -5.241463e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17946 members 
Mstep: Class 3 contains 10701 members 
Mstep: Class 4 contains 14565 members 
Mstep: Class 5 contains 125660 members 
Mstep: Class 6 contains 14890 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8787 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13754 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11620 members 
Mstep: Class 17 contains 11556 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 38006 members 
Mstep: Class 20 contains 108086 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 61034 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14928 members 
Mstep: Class 26 contains 14443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414636.000000 Penalty: 55808.535156
Iteration 133Q: 27 clusters Score -5.241464e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 10698 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125655 members 
Mstep: Class 6 contains 14903 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8775 members 
Mstep: Class 9 contains 6058 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13749 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 11554 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 38018 members 
Mstep: Class 20 contains 108090 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 61027 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 14446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414676.000000 Penalty: 55808.535156
Iteration 134Q: 27 clusters Score -5.241468e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 10697 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125653 members 
Mstep: Class 6 contains 14919 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8766 members 
Mstep: Class 9 contains 6055 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11623 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 38020 members 
Mstep: Class 20 contains 108095 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 22 contains 10446 members 
Mstep: Class 23 contains 61020 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 14450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414700.000000 Penalty: 55808.535156
Iteration 135Q: 27 clusters Score -5.24147e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17947 members 
Mstep: Class 3 contains 10694 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14928 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8763 members 
Mstep: Class 9 contains 6057 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 11554 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 38023 members 
Mstep: Class 20 contains 108090 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 10445 members 
Mstep: Class 23 contains 61014 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 14449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414664.000000 Penalty: 55808.535156
Iteration 136Q: 27 clusters Score -5.241466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10691 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125651 members 
Mstep: Class 6 contains 14935 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8760 members 
Mstep: Class 9 contains 6056 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13750 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 11557 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 38028 members 
Mstep: Class 20 contains 108086 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61007 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 14448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414652.000000 Penalty: 55808.535156
Iteration 137Q: 27 clusters Score -5.241465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10691 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125651 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 11560 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 38028 members 
Mstep: Class 20 contains 108086 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61006 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 14453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414608.000000 Penalty: 55808.535156
Iteration 138Q: 27 clusters Score -5.241461e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125650 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11623 members 
Mstep: Class 17 contains 11555 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 38035 members 
Mstep: Class 20 contains 108089 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61003 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14927 members 
Mstep: Class 26 contains 14452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414652.000000 Penalty: 55808.535156
Iteration 139Q: 27 clusters Score -5.241465e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125650 members 
Mstep: Class 6 contains 14937 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8756 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 11549 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38043 members 
Mstep: Class 20 contains 108088 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61004 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14926 members 
Mstep: Class 26 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414636.000000 Penalty: 55808.535156
Iteration 140F: 27 clusters Score -5.241464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125648 members 
Mstep: Class 6 contains 14941 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8753 members 
Mstep: Class 9 contains 6049 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11626 members 
Mstep: Class 17 contains 11547 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38047 members 
Mstep: Class 20 contains 108086 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61004 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14925 members 
Mstep: Class 26 contains 14452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414620.000000 Penalty: 55808.535156
Iteration 141Q: 27 clusters Score -5.241462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125648 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 6050 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38048 members 
Mstep: Class 20 contains 108089 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61003 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414588.000000 Penalty: 55808.535156
Iteration 142Q: 27 clusters Score -5.241459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 14564 members 
Mstep: Class 5 contains 125648 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8746 members 
Mstep: Class 9 contains 6049 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13749 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38050 members 
Mstep: Class 20 contains 108090 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61004 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414564.000000 Penalty: 55808.535156
Iteration 143Q: 27 clusters Score -5.241456e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125650 members 
Mstep: Class 6 contains 14942 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8744 members 
Mstep: Class 9 contains 6047 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 13748 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11541 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38051 members 
Mstep: Class 20 contains 108091 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 61000 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414580.000000 Penalty: 55808.535156
Iteration 144Q: 27 clusters Score -5.241458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125650 members 
Mstep: Class 6 contains 14945 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 6046 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38052 members 
Mstep: Class 20 contains 108095 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60995 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414568.000000 Penalty: 55808.535156
Iteration 145Q: 27 clusters Score -5.241457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10689 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125651 members 
Mstep: Class 6 contains 14947 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8737 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38055 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19609 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60991 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414544.000000 Penalty: 55808.535156
Iteration 146Q: 27 clusters Score -5.241454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 14563 members 
Mstep: Class 5 contains 125651 members 
Mstep: Class 6 contains 14946 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38057 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19612 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60988 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414572.000000 Penalty: 55808.535156
Iteration 147Q: 27 clusters Score -5.241457e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14947 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8735 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38059 members 
Mstep: Class 20 contains 108097 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60985 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414576.000000 Penalty: 55808.535156
Iteration 148Q: 27 clusters Score -5.241458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14951 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8729 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13744 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11539 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38060 members 
Mstep: Class 20 contains 108100 members 
Mstep: Class 21 contains 19616 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60983 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414576.000000 Penalty: 55808.535156
Iteration 149Q: 27 clusters Score -5.241458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14953 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8724 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38061 members 
Mstep: Class 20 contains 108099 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60984 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414580.000000 Penalty: 55808.535156
Iteration 150Q: 27 clusters Score -5.241458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125653 members 
Mstep: Class 6 contains 14955 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8719 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13745 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38064 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60985 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414580.000000 Penalty: 55808.535156
Iteration 151Q: 27 clusters Score -5.241458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13746 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38064 members 
Mstep: Class 20 contains 108100 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60988 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414596.000000 Penalty: 55808.535156
Iteration 152Q: 27 clusters Score -5.24146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38065 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19616 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60987 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414616.000000 Penalty: 55808.535156
Iteration 153Q: 27 clusters Score -5.241462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38065 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19619 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60984 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414616.000000 Penalty: 55808.535156
Iteration 154Q: 27 clusters Score -5.241462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38065 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60983 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414604.000000 Penalty: 55808.535156
Iteration 155Q: 27 clusters Score -5.24146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38065 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60983 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414604.000000 Penalty: 55808.535156
Iteration 156F: 27 clusters Score -5.24146e+07 nChanged 0
Entering ConstructFrom: 
Score: -52414604.000000 Penalty: 55808.535156
Entering ConstructFrom: 
Trying to split cluster 1 (1391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Entering Unmasked Estep 
Score: -127115.617188 Penalty: 1176.138916
	Iteration 0F: 2 clusters Score -127115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -125499.843750 Penalty: 2352.277832
	Iteration 0F: 3 clusters Score -125499.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125942.773438 Penalty: 2352.277832
	Iteration 1F: 3 clusters Score -125942.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126097.843750 Penalty: 2352.277832
	Iteration 2F: 3 clusters Score -126097.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126232.835938 Penalty: 2352.277832
	Iteration 3F: 3 clusters Score -126232.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126378.234375 Penalty: 2352.277832
	Iteration 4F: 3 clusters Score -126378.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -126479.164062 Penalty: 2352.277832
	Iteration 5Q: 3 clusters Score -126479.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -126544.187500 Penalty: 2352.277832
	Iteration 6Q: 3 clusters Score -126544.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -126589.945312 Penalty: 2352.277832
	Iteration 7Q: 3 clusters Score -126589.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -126639.843750 Penalty: 2352.277832
	Iteration 8Q: 3 clusters Score -126639.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -126694.953125 Penalty: 2352.277832
	Iteration 9Q: 3 clusters Score -126695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -126732.500000 Penalty: 2352.277832
	Iteration 10Q: 3 clusters Score -126732.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -126765.109375 Penalty: 2352.277832
	Iteration 11Q: 3 clusters Score -126765.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -126804.562500 Penalty: 2352.277832
	Iteration 12Q: 3 clusters Score -126804.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -126839.179688 Penalty: 2352.277832
	Iteration 13Q: 3 clusters Score -126839.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -126858.976562 Penalty: 2352.277832
	Iteration 14Q: 3 clusters Score -126859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -126863.062500 Penalty: 2352.277832
	Iteration 15Q: 3 clusters Score -126863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -126866.085938 Penalty: 2352.277832
	Iteration 16Q: 3 clusters Score -126866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -126871.718750 Penalty: 2352.277832
	Iteration 17Q: 3 clusters Score -126871.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -126880.117188 Penalty: 2352.277832
	Iteration 18Q: 3 clusters Score -126880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -126882.656250 Penalty: 2352.277832
	Iteration 19Q: 3 clusters Score -126882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -126908.289062 Penalty: 2352.277832
	Iteration 20F: 3 clusters Score -126908.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -126961.929688 Penalty: 2352.277832
	Iteration 21Q: 3 clusters Score -126961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -127004.796875 Penalty: 2352.277832
	Iteration 22Q: 3 clusters Score -127004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -127010.117188 Penalty: 2352.277832
	Iteration 23Q: 3 clusters Score -127010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -127012.750000 Penalty: 2352.277832
	Iteration 24Q: 3 clusters Score -127012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -127013.453125 Penalty: 2352.277832
	Iteration 25Q: 3 clusters Score -127013.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -127013.453125 Penalty: 2352.277832
	Iteration 26F: 3 clusters Score -127013.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Entering Unmasked Estep 
Score: -1778438.125000 Penalty: 1591.734619
	Iteration 0F: 2 clusters Score -1778438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1766171.875000 Penalty: 3183.469238
	Iteration 0F: 3 clusters Score -1766172 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1770341.125000 Penalty: 3183.469238
	Iteration 1F: 3 clusters Score -1770341 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1770662.500000 Penalty: 3183.469238
	Iteration 2Q: 3 clusters Score -1770662 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1770978.750000 Penalty: 3183.469238
	Iteration 3Q: 3 clusters Score -1770979 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1771322.500000 Penalty: 3183.469238
	Iteration 4Q: 3 clusters Score -1771322 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1771757.000000 Penalty: 3183.469238
	Iteration 5Q: 3 clusters Score -1771757 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1772297.375000 Penalty: 3183.469238
	Iteration 6F: 3 clusters Score -1772297 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1772847.500000 Penalty: 3183.469238
	Iteration 7F: 3 clusters Score -1772848 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1773425.750000 Penalty: 3183.469238
	Iteration 8F: 3 clusters Score -1773426 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1773901.875000 Penalty: 3183.469238
	Iteration 9Q: 3 clusters Score -1773902 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1774226.375000 Penalty: 3183.469238
	Iteration 10Q: 3 clusters Score -1774226 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1774459.750000 Penalty: 3183.469238
	Iteration 11Q: 3 clusters Score -1774460 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1774653.625000 Penalty: 3183.469238
	Iteration 12Q: 3 clusters Score -1774654 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1774839.500000 Penalty: 3183.469238
	Iteration 13Q: 3 clusters Score -1774840 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1775004.500000 Penalty: 3183.469238
	Iteration 14Q: 3 clusters Score -1775004 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1775147.750000 Penalty: 3183.469238
	Iteration 15Q: 3 clusters Score -1775148 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1775261.125000 Penalty: 3183.469238
	Iteration 16Q: 3 clusters Score -1775261 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1775390.125000 Penalty: 3183.469238
	Iteration 17Q: 3 clusters Score -1775390 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1775531.000000 Penalty: 3183.469238
	Iteration 18Q: 3 clusters Score -1775531 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1775650.750000 Penalty: 3183.469238
	Iteration 19Q: 3 clusters Score -1775651 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1775758.500000 Penalty: 3183.469238
	Iteration 20F: 3 clusters Score -1775758 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1775873.500000 Penalty: 3183.469238
	Iteration 21Q: 3 clusters Score -1775874 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1776001.625000 Penalty: 3183.469238
	Iteration 22Q: 3 clusters Score -1776002 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1776137.000000 Penalty: 3183.469238
	Iteration 23Q: 3 clusters Score -1776137 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1776274.250000 Penalty: 3183.469238
	Iteration 24Q: 3 clusters Score -1776274 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1776413.625000 Penalty: 3183.469238
	Iteration 25Q: 3 clusters Score -1776414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1776539.250000 Penalty: 3183.469238
	Iteration 26Q: 3 clusters Score -1776539 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1776637.875000 Penalty: 3183.469238
	Iteration 27Q: 3 clusters Score -1776638 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1776730.250000 Penalty: 3183.469238
	Iteration 28Q: 3 clusters Score -1776730 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1776823.375000 Penalty: 3183.469238
	Iteration 29Q: 3 clusters Score -1776823 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1776885.125000 Penalty: 3183.469238
	Iteration 30Q: 3 clusters Score -1776885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1776936.250000 Penalty: 3183.469238
	Iteration 31Q: 3 clusters Score -1776936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1776964.875000 Penalty: 3183.469238
	Iteration 32Q: 3 clusters Score -1776965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1776990.250000 Penalty: 3183.469238
	Iteration 33Q: 3 clusters Score -1776990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1777014.625000 Penalty: 3183.469238
	Iteration 34Q: 3 clusters Score -1777015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1777027.750000 Penalty: 3183.469238
	Iteration 35Q: 3 clusters Score -1777028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1777047.375000 Penalty: 3183.469238
	Iteration 36Q: 3 clusters Score -1777047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1777054.375000 Penalty: 3183.469238
	Iteration 37Q: 3 clusters Score -1777054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1777054.625000 Penalty: 3183.469238
	Iteration 38Q: 3 clusters Score -1777055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1777061.125000 Penalty: 3183.469238
	Iteration 39Q: 3 clusters Score -1777061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1777067.750000 Penalty: 3183.469238
	Iteration 40F: 3 clusters Score -1777068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1777075.250000 Penalty: 3183.469238
	Iteration 41Q: 3 clusters Score -1777075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1777078.375000 Penalty: 3183.469238
	Iteration 42Q: 3 clusters Score -1777078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1777079.125000 Penalty: 3183.469238
	Iteration 43Q: 3 clusters Score -1777079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1777081.125000 Penalty: 3183.469238
	Iteration 44Q: 3 clusters Score -1777081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1777086.750000 Penalty: 3183.469238
	Iteration 45Q: 3 clusters Score -1777087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1777086.875000 Penalty: 3183.469238
	Iteration 46Q: 3 clusters Score -1777087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1777089.125000 Penalty: 3183.469238
	Iteration 47Q: 3 clusters Score -1777089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1777089.375000 Penalty: 3183.469238
	Iteration 48Q: 3 clusters Score -1777089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1777091.375000 Penalty: 3183.469238
	Iteration 49Q: 3 clusters Score -1777091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1777090.625000 Penalty: 3183.469238
	Iteration 50Q: 3 clusters Score -1777091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1777090.625000 Penalty: 3183.469238
	Iteration 51F: 3 clusters Score -1777091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -960299.687500 Penalty: 1507.462036
	Iteration 0F: 2 clusters Score -960299.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -952691.187500 Penalty: 3014.924072
	Iteration 0F: 3 clusters Score -952691.2 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -955256.062500 Penalty: 3014.924072
	Iteration 1F: 3 clusters Score -955256.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -955679.312500 Penalty: 3014.924072
	Iteration 2F: 3 clusters Score -955679.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -956067.437500 Penalty: 3014.924072
	Iteration 3F: 3 clusters Score -956067.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -956441.125000 Penalty: 3014.924072
	Iteration 4F: 3 clusters Score -956441.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -956754.312500 Penalty: 3014.924072
	Iteration 5F: 3 clusters Score -956754.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -957032.125000 Penalty: 3014.924072
	Iteration 6Q: 3 clusters Score -957032.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -957318.375000 Penalty: 3014.924072
	Iteration 7Q: 3 clusters Score -957318.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -957575.687500 Penalty: 3014.924072
	Iteration 8Q: 3 clusters Score -957575.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -957791.750000 Penalty: 3014.924072
	Iteration 9Q: 3 clusters Score -957791.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -957982.187500 Penalty: 3014.924072
	Iteration 10Q: 3 clusters Score -957982.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -958149.687500 Penalty: 3014.924072
	Iteration 11Q: 3 clusters Score -958149.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -958318.000000 Penalty: 3014.924072
	Iteration 12Q: 3 clusters Score -958318 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -958487.375000 Penalty: 3014.924072
	Iteration 13Q: 3 clusters Score -958487.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -958617.437500 Penalty: 3014.924072
	Iteration 14Q: 3 clusters Score -958617.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -958707.687500 Penalty: 3014.924072
	Iteration 15Q: 3 clusters Score -958707.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -958791.750000 Penalty: 3014.924072
	Iteration 16Q: 3 clusters Score -958791.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -958860.687500 Penalty: 3014.924072
	Iteration 17Q: 3 clusters Score -958860.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -958919.562500 Penalty: 3014.924072
	Iteration 18Q: 3 clusters Score -958919.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -958967.000000 Penalty: 3014.924072
	Iteration 19Q: 3 clusters Score -958967 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -959010.375000 Penalty: 3014.924072
	Iteration 20F: 3 clusters Score -959010.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -959049.062500 Penalty: 3014.924072
	Iteration 21Q: 3 clusters Score -959049.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -959080.937500 Penalty: 3014.924072
	Iteration 22Q: 3 clusters Score -959080.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -959112.062500 Penalty: 3014.924072
	Iteration 23Q: 3 clusters Score -959112.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -959137.062500 Penalty: 3014.924072
	Iteration 24Q: 3 clusters Score -959137.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -959155.375000 Penalty: 3014.924072
	Iteration 25Q: 3 clusters Score -959155.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -959170.125000 Penalty: 3014.924072
	Iteration 26Q: 3 clusters Score -959170.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -959182.250000 Penalty: 3014.924072
	Iteration 27Q: 3 clusters Score -959182.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -959189.375000 Penalty: 3014.924072
	Iteration 28Q: 3 clusters Score -959189.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -959197.125000 Penalty: 3014.924072
	Iteration 29Q: 3 clusters Score -959197.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -959205.562500 Penalty: 3014.924072
	Iteration 30Q: 3 clusters Score -959205.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -959208.937500 Penalty: 3014.924072
	Iteration 31Q: 3 clusters Score -959208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -959213.875000 Penalty: 3014.924072
	Iteration 32Q: 3 clusters Score -959213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -959215.062500 Penalty: 3014.924072
	Iteration 33Q: 3 clusters Score -959215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -959220.437500 Penalty: 3014.924072
	Iteration 34Q: 3 clusters Score -959220.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -959224.937500 Penalty: 3014.924072
	Iteration 35Q: 3 clusters Score -959224.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -959232.875000 Penalty: 3014.924072
	Iteration 36Q: 3 clusters Score -959232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -959241.625000 Penalty: 3014.924072
	Iteration 37Q: 3 clusters Score -959241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -959247.812500 Penalty: 3014.924072
	Iteration 38Q: 3 clusters Score -959247.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -959253.375000 Penalty: 3014.924072
	Iteration 39Q: 3 clusters Score -959253.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -959259.000000 Penalty: 3014.924072
	Iteration 40F: 3 clusters Score -959259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -959262.187500 Penalty: 3014.924072
	Iteration 41Q: 3 clusters Score -959262.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -959266.875000 Penalty: 3014.924072
	Iteration 42Q: 3 clusters Score -959266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -959271.375000 Penalty: 3014.924072
	Iteration 43Q: 3 clusters Score -959271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -959274.125000 Penalty: 3014.924072
	Iteration 44Q: 3 clusters Score -959274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -959275.750000 Penalty: 3014.924072
	Iteration 45Q: 3 clusters Score -959275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -959276.062500 Penalty: 3014.924072
	Iteration 46Q: 3 clusters Score -959276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -959276.062500 Penalty: 3014.924072
	Iteration 47F: 3 clusters Score -959276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Entering Unmasked Estep 
Score: -1439268.375000 Penalty: 1557.752686
	Iteration 0F: 2 clusters Score -1439268 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 7187 members 
Entering Unmasked Estep 
Score: -1429185.500000 Penalty: 3115.505371
	Iteration 0F: 3 clusters Score -1429186 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1432658.250000 Penalty: 3115.505371
	Iteration 1F: 3 clusters Score -1432658 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1432969.375000 Penalty: 3115.505371
	Iteration 2F: 3 clusters Score -1432969 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1433325.000000 Penalty: 3115.505371
	Iteration 3F: 3 clusters Score -1433325 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1433759.500000 Penalty: 3115.505371
	Iteration 4F: 3 clusters Score -1433760 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1434405.000000 Penalty: 3115.505371
	Iteration 5F: 3 clusters Score -1434405 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1435250.625000 Penalty: 3115.505371
	Iteration 6F: 3 clusters Score -1435251 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1436202.250000 Penalty: 3115.505371
	Iteration 7F: 3 clusters Score -1436202 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1436974.250000 Penalty: 3115.505371
	Iteration 8F: 3 clusters Score -1436974 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1437419.125000 Penalty: 3115.505371
	Iteration 9Q: 3 clusters Score -1437419 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1437667.250000 Penalty: 3115.505371
	Iteration 10Q: 3 clusters Score -1437667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1437794.750000 Penalty: 3115.505371
	Iteration 11Q: 3 clusters Score -1437795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1437849.625000 Penalty: 3115.505371
	Iteration 12Q: 3 clusters Score -1437850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1437873.875000 Penalty: 3115.505371
	Iteration 13Q: 3 clusters Score -1437874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1437887.750000 Penalty: 3115.505371
	Iteration 14Q: 3 clusters Score -1437888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1437904.750000 Penalty: 3115.505371
	Iteration 15Q: 3 clusters Score -1437905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1437919.500000 Penalty: 3115.505371
	Iteration 16Q: 3 clusters Score -1437920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1437929.125000 Penalty: 3115.505371
	Iteration 17Q: 3 clusters Score -1437929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1437937.875000 Penalty: 3115.505371
	Iteration 18Q: 3 clusters Score -1437938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1437942.750000 Penalty: 3115.505371
	Iteration 19Q: 3 clusters Score -1437943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1437944.875000 Penalty: 3115.505371
	Iteration 20F: 3 clusters Score -1437945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1437946.500000 Penalty: 3115.505371
	Iteration 21Q: 3 clusters Score -1437946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1437950.500000 Penalty: 3115.505371
	Iteration 22Q: 3 clusters Score -1437950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1437954.000000 Penalty: 3115.505371
	Iteration 23Q: 3 clusters Score -1437954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1437955.125000 Penalty: 3115.505371
	Iteration 24Q: 3 clusters Score -1437955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1437955.125000 Penalty: 3115.505371
	Iteration 25F: 3 clusters Score -1437955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (125652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Entering Unmasked Estep 
Score: -12460974.000000 Penalty: 1907.956543
	Iteration 0F: 2 clusters Score -1.246097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -12378053.000000 Penalty: 3815.913086
	Iteration 0F: 3 clusters Score -1.237805e+07 nChanged 60506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -12412994.000000 Penalty: 3815.913086
	Iteration 1F: 3 clusters Score -1.241299e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -12413627.000000 Penalty: 3815.913086
	Iteration 2Q: 3 clusters Score -1.241363e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -12414457.000000 Penalty: 3815.913086
	Iteration 3Q: 3 clusters Score -1.241446e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -12415368.000000 Penalty: 3815.913086
	Iteration 4Q: 3 clusters Score -1.241537e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -12416736.000000 Penalty: 3815.913086
	Iteration 5Q: 3 clusters Score -1.241674e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -12418493.000000 Penalty: 3815.913086
	Iteration 6Q: 3 clusters Score -1.241849e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -12420938.000000 Penalty: 3815.913086
	Iteration 7Q: 3 clusters Score -1.242094e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -12423744.000000 Penalty: 3815.913086
	Iteration 8F: 3 clusters Score -1.242374e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -12426657.000000 Penalty: 3815.913086
	Iteration 9F: 3 clusters Score -1.242666e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -12429147.000000 Penalty: 3815.913086
	Iteration 10F: 3 clusters Score -1.242915e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -12431343.000000 Penalty: 3815.913086
	Iteration 11Q: 3 clusters Score -1.243134e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
Score: -12433195.000000 Penalty: 3815.913086
	Iteration 12Q: 3 clusters Score -1.24332e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -12434824.000000 Penalty: 3815.913086
	Iteration 13Q: 3 clusters Score -1.243482e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -12436716.000000 Penalty: 3815.913086
	Iteration 14Q: 3 clusters Score -1.243672e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 97194 members 
Entering Unmasked Estep 
Score: -12439110.000000 Penalty: 3815.913086
	Iteration 15Q: 3 clusters Score -1.243911e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -12442111.000000 Penalty: 3815.913086
	Iteration 16Q: 3 clusters Score -1.244211e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -12445664.000000 Penalty: 3815.913086
	Iteration 17Q: 3 clusters Score -1.244566e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -12449656.000000 Penalty: 3815.913086
	Iteration 18Q: 3 clusters Score -1.244966e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -12453385.000000 Penalty: 3815.913086
	Iteration 19Q: 3 clusters Score -1.245338e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 121635 members 
Entering Unmasked Estep 
Score: -12456129.000000 Penalty: 3815.913086
	Iteration 20F: 3 clusters Score -1.245613e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -12457762.000000 Penalty: 3815.913086
	Iteration 21Q: 3 clusters Score -1.245776e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -12458639.000000 Penalty: 3815.913086
	Iteration 22Q: 3 clusters Score -1.245864e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -12459021.000000 Penalty: 3815.913086
	Iteration 23Q: 3 clusters Score -1.245902e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -12459192.000000 Penalty: 3815.913086
	Iteration 24Q: 3 clusters Score -1.245919e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 125169 members 
Entering Unmasked Estep 
Score: -12459281.000000 Penalty: 3815.913086
	Iteration 25Q: 3 clusters Score -1.245928e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 125213 members 
Entering Unmasked Estep 
Score: -12459317.000000 Penalty: 3815.913086
	Iteration 26Q: 3 clusters Score -1.245932e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -12459373.000000 Penalty: 3815.913086
	Iteration 27Q: 3 clusters Score -1.245937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -12459394.000000 Penalty: 3815.913086
	Iteration 28Q: 3 clusters Score -1.245939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 125263 members 
Entering Unmasked Estep 
Score: -12459392.000000 Penalty: 3815.913086
	Iteration 29Q: 3 clusters Score -1.245939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -12459418.000000 Penalty: 3815.913086
	Iteration 30Q: 3 clusters Score -1.245942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 125272 members 
Entering Unmasked Estep 
Score: -12459397.000000 Penalty: 3815.913086
	Iteration 31Q: 3 clusters Score -1.24594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -12459415.000000 Penalty: 3815.913086
	Iteration 32Q: 3 clusters Score -1.245942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 125279 members 
Entering Unmasked Estep 
Score: -12459413.000000 Penalty: 3815.913086
	Iteration 33Q: 3 clusters Score -1.245941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 125282 members 
Entering Unmasked Estep 
Score: -12459421.000000 Penalty: 3815.913086
	Iteration 34Q: 3 clusters Score -1.245942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 125283 members 
Entering Unmasked Estep 
Score: -12459426.000000 Penalty: 3815.913086
	Iteration 35Q: 3 clusters Score -1.245943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 125282 members 
Entering Unmasked Estep 
Score: -12459420.000000 Penalty: 3815.913086
	Iteration 36Q: 3 clusters Score -1.245942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -12459428.000000 Penalty: 3815.913086
	Iteration 37Q: 3 clusters Score -1.245943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -12459428.000000 Penalty: 3815.913086
	Iteration 38F: 3 clusters Score -1.245943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1474945.500000 Penalty: 1562.069214
	Iteration 0F: 2 clusters Score -1474946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1464559.625000 Penalty: 3124.138428
	Iteration 0F: 3 clusters Score -1464560 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1468227.750000 Penalty: 3124.138428
	Iteration 1F: 3 clusters Score -1468228 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1468512.500000 Penalty: 3124.138428
	Iteration 2F: 3 clusters Score -1468512 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1468748.250000 Penalty: 3124.138428
	Iteration 3Q: 3 clusters Score -1468748 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1468932.125000 Penalty: 3124.138428
	Iteration 4Q: 3 clusters Score -1468932 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1469114.000000 Penalty: 3124.138428
	Iteration 5Q: 3 clusters Score -1469114 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1469297.375000 Penalty: 3124.138428
	Iteration 6Q: 3 clusters Score -1469297 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1469479.500000 Penalty: 3124.138428
	Iteration 7Q: 3 clusters Score -1469480 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1469685.875000 Penalty: 3124.138428
	Iteration 8Q: 3 clusters Score -1469686 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1469908.500000 Penalty: 3124.138428
	Iteration 9Q: 3 clusters Score -1469908 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1470132.500000 Penalty: 3124.138428
	Iteration 10Q: 3 clusters Score -1470132 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1470448.875000 Penalty: 3124.138428
	Iteration 11Q: 3 clusters Score -1470449 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1470826.125000 Penalty: 3124.138428
	Iteration 12Q: 3 clusters Score -1470826 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1471207.875000 Penalty: 3124.138428
	Iteration 13Q: 3 clusters Score -1471208 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1471531.125000 Penalty: 3124.138428
	Iteration 14Q: 3 clusters Score -1471531 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1471712.250000 Penalty: 3124.138428
	Iteration 15Q: 3 clusters Score -1471712 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1471835.125000 Penalty: 3124.138428
	Iteration 16Q: 3 clusters Score -1471835 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1471932.500000 Penalty: 3124.138428
	Iteration 17Q: 3 clusters Score -1471932 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1472017.875000 Penalty: 3124.138428
	Iteration 18Q: 3 clusters Score -1472018 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1472078.375000 Penalty: 3124.138428
	Iteration 19Q: 3 clusters Score -1472078 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1472133.125000 Penalty: 3124.138428
	Iteration 20F: 3 clusters Score -1472133 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1472166.750000 Penalty: 3124.138428
	Iteration 21Q: 3 clusters Score -1472167 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1472192.625000 Penalty: 3124.138428
	Iteration 22Q: 3 clusters Score -1472193 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1472213.250000 Penalty: 3124.138428
	Iteration 23Q: 3 clusters Score -1472213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1472238.375000 Penalty: 3124.138428
	Iteration 24Q: 3 clusters Score -1472238 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1472266.375000 Penalty: 3124.138428
	Iteration 25Q: 3 clusters Score -1472266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1472294.250000 Penalty: 3124.138428
	Iteration 26Q: 3 clusters Score -1472294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1472303.000000 Penalty: 3124.138428
	Iteration 27Q: 3 clusters Score -1472303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1472320.750000 Penalty: 3124.138428
	Iteration 28Q: 3 clusters Score -1472321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1472344.875000 Penalty: 3124.138428
	Iteration 29Q: 3 clusters Score -1472345 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1472360.500000 Penalty: 3124.138428
	Iteration 30Q: 3 clusters Score -1472360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1472384.250000 Penalty: 3124.138428
	Iteration 31Q: 3 clusters Score -1472384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1472410.000000 Penalty: 3124.138428
	Iteration 32Q: 3 clusters Score -1472410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1472437.500000 Penalty: 3124.138428
	Iteration 33Q: 3 clusters Score -1472438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1472454.625000 Penalty: 3124.138428
	Iteration 34Q: 3 clusters Score -1472455 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1472472.500000 Penalty: 3124.138428
	Iteration 35Q: 3 clusters Score -1472472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1472499.000000 Penalty: 3124.138428
	Iteration 36Q: 3 clusters Score -1472499 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1472520.875000 Penalty: 3124.138428
	Iteration 37Q: 3 clusters Score -1472521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1472536.250000 Penalty: 3124.138428
	Iteration 38Q: 3 clusters Score -1472536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1472560.375000 Penalty: 3124.138428
	Iteration 39Q: 3 clusters Score -1472560 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1472586.000000 Penalty: 3124.138428
	Iteration 40F: 3 clusters Score -1472586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1472611.875000 Penalty: 3124.138428
	Iteration 41Q: 3 clusters Score -1472612 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1472636.500000 Penalty: 3124.138428
	Iteration 42Q: 3 clusters Score -1472636 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1472672.500000 Penalty: 3124.138428
	Iteration 43Q: 3 clusters Score -1472672 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1472699.750000 Penalty: 3124.138428
	Iteration 44Q: 3 clusters Score -1472700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1472726.375000 Penalty: 3124.138428
	Iteration 45Q: 3 clusters Score -1472726 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1472746.250000 Penalty: 3124.138428
	Iteration 46Q: 3 clusters Score -1472746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1472767.375000 Penalty: 3124.138428
	Iteration 47Q: 3 clusters Score -1472767 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1472787.625000 Penalty: 3124.138428
	Iteration 48Q: 3 clusters Score -1472788 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1472809.500000 Penalty: 3124.138428
	Iteration 49Q: 3 clusters Score -1472810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1472825.375000 Penalty: 3124.138428
	Iteration 50Q: 3 clusters Score -1472825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1472837.125000 Penalty: 3124.138428
	Iteration 51Q: 3 clusters Score -1472837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1472841.750000 Penalty: 3124.138428
	Iteration 52Q: 3 clusters Score -1472842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1472856.750000 Penalty: 3124.138428
	Iteration 53Q: 3 clusters Score -1472857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1472860.125000 Penalty: 3124.138428
	Iteration 54Q: 3 clusters Score -1472860 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1472869.750000 Penalty: 3124.138428
	Iteration 55Q: 3 clusters Score -1472870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1472879.875000 Penalty: 3124.138428
	Iteration 56Q: 3 clusters Score -1472880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1472885.625000 Penalty: 3124.138428
	Iteration 57Q: 3 clusters Score -1472886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1472892.875000 Penalty: 3124.138428
	Iteration 58Q: 3 clusters Score -1472893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1472898.750000 Penalty: 3124.138428
	Iteration 59Q: 3 clusters Score -1472899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1472906.250000 Penalty: 3124.138428
	Iteration 60F: 3 clusters Score -1472906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1472913.375000 Penalty: 3124.138428
	Iteration 61Q: 3 clusters Score -1472913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1472922.750000 Penalty: 3124.138428
	Iteration 62Q: 3 clusters Score -1472923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1472930.125000 Penalty: 3124.138428
	Iteration 63Q: 3 clusters Score -1472930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1472932.750000 Penalty: 3124.138428
	Iteration 64Q: 3 clusters Score -1472933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1472945.500000 Penalty: 3124.138428
	Iteration 65Q: 3 clusters Score -1472946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1472956.875000 Penalty: 3124.138428
	Iteration 66Q: 3 clusters Score -1472957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1472973.750000 Penalty: 3124.138428
	Iteration 67Q: 3 clusters Score -1472974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1472992.750000 Penalty: 3124.138428
	Iteration 68Q: 3 clusters Score -1472993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1473004.875000 Penalty: 3124.138428
	Iteration 69Q: 3 clusters Score -1473005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1473011.375000 Penalty: 3124.138428
	Iteration 70Q: 3 clusters Score -1473011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1473019.375000 Penalty: 3124.138428
	Iteration 71Q: 3 clusters Score -1473019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1473027.750000 Penalty: 3124.138428
	Iteration 72Q: 3 clusters Score -1473028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1473034.375000 Penalty: 3124.138428
	Iteration 73Q: 3 clusters Score -1473034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1473042.250000 Penalty: 3124.138428
	Iteration 74Q: 3 clusters Score -1473042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1473040.375000 Penalty: 3124.138428
	Iteration 75Q: 3 clusters Score -1473040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1473041.625000 Penalty: 3124.138428
	Iteration 76Q: 3 clusters Score -1473042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1473046.125000 Penalty: 3124.138428
	Iteration 77Q: 3 clusters Score -1473046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1473049.750000 Penalty: 3124.138428
	Iteration 78Q: 3 clusters Score -1473050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1473049.875000 Penalty: 3124.138428
	Iteration 79Q: 3 clusters Score -1473050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1473051.625000 Penalty: 3124.138428
	Iteration 80F: 3 clusters Score -1473052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1473053.000000 Penalty: 3124.138428
	Iteration 81Q: 3 clusters Score -1473053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1473055.250000 Penalty: 3124.138428
	Iteration 82Q: 3 clusters Score -1473055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1473058.375000 Penalty: 3124.138428
	Iteration 83Q: 3 clusters Score -1473058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1473053.875000 Penalty: 3124.138428
	Iteration 84Q: 3 clusters Score -1473054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1473054.250000 Penalty: 3124.138428
	Iteration 85Q: 3 clusters Score -1473054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1473055.625000 Penalty: 3124.138428
	Iteration 86Q: 3 clusters Score -1473056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1473056.875000 Penalty: 3124.138428
	Iteration 87Q: 3 clusters Score -1473057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1473054.375000 Penalty: 3124.138428
	Iteration 88Q: 3 clusters Score -1473054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1473054.375000 Penalty: 3124.138428
	Iteration 89F: 3 clusters Score -1473054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -858200.500000 Penalty: 1473.526367
	Iteration 0F: 2 clusters Score -858200.5 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 4364 members 
Entering Unmasked Estep 
Score: -851904.000000 Penalty: 2947.052734
	Iteration 0F: 3 clusters Score -851904 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -853927.000000 Penalty: 2947.052734
	Iteration 1F: 3 clusters Score -853927 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -854169.375000 Penalty: 2947.052734
	Iteration 2F: 3 clusters Score -854169.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -854398.312500 Penalty: 2947.052734
	Iteration 3F: 3 clusters Score -854398.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -854591.812500 Penalty: 2947.052734
	Iteration 4Q: 3 clusters Score -854591.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -854809.750000 Penalty: 2947.052734
	Iteration 5Q: 3 clusters Score -854809.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -855053.500000 Penalty: 2947.052734
	Iteration 6Q: 3 clusters Score -855053.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -855291.625000 Penalty: 2947.052734
	Iteration 7Q: 3 clusters Score -855291.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -855500.875000 Penalty: 2947.052734
	Iteration 8Q: 3 clusters Score -855500.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -855678.687500 Penalty: 2947.052734
	Iteration 9Q: 3 clusters Score -855678.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -855850.000000 Penalty: 2947.052734
	Iteration 10Q: 3 clusters Score -855850 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -856015.062500 Penalty: 2947.052734
	Iteration 11Q: 3 clusters Score -856015.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -856181.062500 Penalty: 2947.052734
	Iteration 12Q: 3 clusters Score -856181.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -856342.250000 Penalty: 2947.052734
	Iteration 13Q: 3 clusters Score -856342.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -856485.750000 Penalty: 2947.052734
	Iteration 14Q: 3 clusters Score -856485.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -856615.500000 Penalty: 2947.052734
	Iteration 15Q: 3 clusters Score -856615.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -856709.687500 Penalty: 2947.052734
	Iteration 16Q: 3 clusters Score -856709.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -856778.125000 Penalty: 2947.052734
	Iteration 17Q: 3 clusters Score -856778.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -856822.062500 Penalty: 2947.052734
	Iteration 18Q: 3 clusters Score -856822.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -856849.437500 Penalty: 2947.052734
	Iteration 19Q: 3 clusters Score -856849.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -856873.187500 Penalty: 2947.052734
	Iteration 20F: 3 clusters Score -856873.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -856900.000000 Penalty: 2947.052734
	Iteration 21Q: 3 clusters Score -856900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -856920.250000 Penalty: 2947.052734
	Iteration 22Q: 3 clusters Score -856920.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -856936.625000 Penalty: 2947.052734
	Iteration 23Q: 3 clusters Score -856936.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -856942.312500 Penalty: 2947.052734
	Iteration 24Q: 3 clusters Score -856942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -856952.625000 Penalty: 2947.052734
	Iteration 25Q: 3 clusters Score -856952.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -856961.562500 Penalty: 2947.052734
	Iteration 26Q: 3 clusters Score -856961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -856964.500000 Penalty: 2947.052734
	Iteration 27Q: 3 clusters Score -856964.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -856969.000000 Penalty: 2947.052734
	Iteration 28Q: 3 clusters Score -856969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -856973.875000 Penalty: 2947.052734
	Iteration 29Q: 3 clusters Score -856973.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -856974.250000 Penalty: 2947.052734
	Iteration 30Q: 3 clusters Score -856974.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -856974.250000 Penalty: 2947.052734
	Iteration 31F: 3 clusters Score -856974.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -844589.187500 Penalty: 1474.367432
	Iteration 0F: 2 clusters Score -844589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -838233.875000 Penalty: 2948.734863
	Iteration 0F: 3 clusters Score -838233.9 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -840208.125000 Penalty: 2948.734863
	Iteration 1F: 3 clusters Score -840208.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -840427.187500 Penalty: 2948.734863
	Iteration 2F: 3 clusters Score -840427.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -840644.875000 Penalty: 2948.734863
	Iteration 3Q: 3 clusters Score -840644.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -840929.875000 Penalty: 2948.734863
	Iteration 4F: 3 clusters Score -840929.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -841262.125000 Penalty: 2948.734863
	Iteration 5F: 3 clusters Score -841262.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -841710.812500 Penalty: 2948.734863
	Iteration 6F: 3 clusters Score -841710.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -842147.000000 Penalty: 2948.734863
	Iteration 7F: 3 clusters Score -842147 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -842494.750000 Penalty: 2948.734863
	Iteration 8F: 3 clusters Score -842494.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -842758.187500 Penalty: 2948.734863
	Iteration 9Q: 3 clusters Score -842758.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -842936.500000 Penalty: 2948.734863
	Iteration 10Q: 3 clusters Score -842936.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -843041.937500 Penalty: 2948.734863
	Iteration 11Q: 3 clusters Score -843041.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -843126.687500 Penalty: 2948.734863
	Iteration 12Q: 3 clusters Score -843126.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -843197.312500 Penalty: 2948.734863
	Iteration 13Q: 3 clusters Score -843197.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -843255.750000 Penalty: 2948.734863
	Iteration 14Q: 3 clusters Score -843255.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -843301.875000 Penalty: 2948.734863
	Iteration 15Q: 3 clusters Score -843301.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -843346.562500 Penalty: 2948.734863
	Iteration 16Q: 3 clusters Score -843346.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -843379.437500 Penalty: 2948.734863
	Iteration 17Q: 3 clusters Score -843379.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -843406.562500 Penalty: 2948.734863
	Iteration 18Q: 3 clusters Score -843406.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -843432.750000 Penalty: 2948.734863
	Iteration 19Q: 3 clusters Score -843432.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -843450.750000 Penalty: 2948.734863
	Iteration 20F: 3 clusters Score -843450.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -843472.437500 Penalty: 2948.734863
	Iteration 21Q: 3 clusters Score -843472.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -843495.437500 Penalty: 2948.734863
	Iteration 22Q: 3 clusters Score -843495.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -843515.875000 Penalty: 2948.734863
	Iteration 23Q: 3 clusters Score -843515.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -843530.750000 Penalty: 2948.734863
	Iteration 24Q: 3 clusters Score -843530.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -843549.062500 Penalty: 2948.734863
	Iteration 25Q: 3 clusters Score -843549.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -843569.000000 Penalty: 2948.734863
	Iteration 26Q: 3 clusters Score -843569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -843586.750000 Penalty: 2948.734863
	Iteration 27Q: 3 clusters Score -843586.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -843606.000000 Penalty: 2948.734863
	Iteration 28Q: 3 clusters Score -843606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -843627.812500 Penalty: 2948.734863
	Iteration 29Q: 3 clusters Score -843627.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -843649.375000 Penalty: 2948.734863
	Iteration 30Q: 3 clusters Score -843649.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -843669.562500 Penalty: 2948.734863
	Iteration 31Q: 3 clusters Score -843669.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -843685.750000 Penalty: 2948.734863
	Iteration 32Q: 3 clusters Score -843685.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -843698.500000 Penalty: 2948.734863
	Iteration 33Q: 3 clusters Score -843698.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -843708.312500 Penalty: 2948.734863
	Iteration 34Q: 3 clusters Score -843708.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -843725.187500 Penalty: 2948.734863
	Iteration 35Q: 3 clusters Score -843725.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -843734.812500 Penalty: 2948.734863
	Iteration 36Q: 3 clusters Score -843734.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -843749.312500 Penalty: 2948.734863
	Iteration 37Q: 3 clusters Score -843749.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -843760.125000 Penalty: 2948.734863
	Iteration 38Q: 3 clusters Score -843760.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -843769.937500 Penalty: 2948.734863
	Iteration 39Q: 3 clusters Score -843769.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -843777.062500 Penalty: 2948.734863
	Iteration 40F: 3 clusters Score -843777.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -843781.937500 Penalty: 2948.734863
	Iteration 41Q: 3 clusters Score -843781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -843784.625000 Penalty: 2948.734863
	Iteration 42Q: 3 clusters Score -843784.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -843787.625000 Penalty: 2948.734863
	Iteration 43Q: 3 clusters Score -843787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -843790.062500 Penalty: 2948.734863
	Iteration 44Q: 3 clusters Score -843790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -843792.687500 Penalty: 2948.734863
	Iteration 45Q: 3 clusters Score -843792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -843794.125000 Penalty: 2948.734863
	Iteration 46Q: 3 clusters Score -843794.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -843797.875000 Penalty: 2948.734863
	Iteration 47Q: 3 clusters Score -843797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -843800.312500 Penalty: 2948.734863
	Iteration 48Q: 3 clusters Score -843800.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -843798.812500 Penalty: 2948.734863
	Iteration 49Q: 3 clusters Score -843798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -843799.187500 Penalty: 2948.734863
	Iteration 50Q: 3 clusters Score -843799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -843799.187500 Penalty: 2948.734863
	Iteration 51F: 3 clusters Score -843799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -549598.750000 Penalty: 1414.831543
	Iteration 0F: 2 clusters Score -549598.8 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 3024 members 
Entering Unmasked Estep 
Score: -544953.750000 Penalty: 2829.663086
	Iteration 0F: 3 clusters Score -544953.8 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -546416.562500 Penalty: 2829.663086
	Iteration 1F: 3 clusters Score -546416.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -546888.312500 Penalty: 2829.663086
	Iteration 2F: 3 clusters Score -546888.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -547362.875000 Penalty: 2829.663086
	Iteration 3F: 3 clusters Score -547362.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -547788.625000 Penalty: 2829.663086
	Iteration 4F: 3 clusters Score -547788.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -548168.375000 Penalty: 2829.663086
	Iteration 5F: 3 clusters Score -548168.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -548445.437500 Penalty: 2829.663086
	Iteration 6F: 3 clusters Score -548445.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -548634.312500 Penalty: 2829.663086
	Iteration 7Q: 3 clusters Score -548634.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -548768.750000 Penalty: 2829.663086
	Iteration 8Q: 3 clusters Score -548768.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -548873.937500 Penalty: 2829.663086
	Iteration 9Q: 3 clusters Score -548873.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -548945.187500 Penalty: 2829.663086
	Iteration 10Q: 3 clusters Score -548945.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -549013.687500 Penalty: 2829.663086
	Iteration 11Q: 3 clusters Score -549013.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -549085.875000 Penalty: 2829.663086
	Iteration 12Q: 3 clusters Score -549085.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -549151.437500 Penalty: 2829.663086
	Iteration 13Q: 3 clusters Score -549151.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -549205.187500 Penalty: 2829.663086
	Iteration 14Q: 3 clusters Score -549205.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -549254.625000 Penalty: 2829.663086
	Iteration 15Q: 3 clusters Score -549254.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -549290.000000 Penalty: 2829.663086
	Iteration 16Q: 3 clusters Score -549290 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -549320.812500 Penalty: 2829.663086
	Iteration 17Q: 3 clusters Score -549320.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -549355.375000 Penalty: 2829.663086
	Iteration 18Q: 3 clusters Score -549355.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -549383.562500 Penalty: 2829.663086
	Iteration 19Q: 3 clusters Score -549383.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -549402.187500 Penalty: 2829.663086
	Iteration 20F: 3 clusters Score -549402.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -549413.250000 Penalty: 2829.663086
	Iteration 21Q: 3 clusters Score -549413.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -549419.875000 Penalty: 2829.663086
	Iteration 22Q: 3 clusters Score -549419.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -549424.250000 Penalty: 2829.663086
	Iteration 23Q: 3 clusters Score -549424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -549429.187500 Penalty: 2829.663086
	Iteration 24Q: 3 clusters Score -549429.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -549434.937500 Penalty: 2829.663086
	Iteration 25Q: 3 clusters Score -549434.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -549436.000000 Penalty: 2829.663086
	Iteration 26Q: 3 clusters Score -549436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -549437.375000 Penalty: 2829.663086
	Iteration 27Q: 3 clusters Score -549437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -549438.000000 Penalty: 2829.663086
	Iteration 28Q: 3 clusters Score -549438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -549439.250000 Penalty: 2829.663086
	Iteration 29Q: 3 clusters Score -549439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -549439.375000 Penalty: 2829.663086
	Iteration 30Q: 3 clusters Score -549439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -549440.750000 Penalty: 2829.663086
	Iteration 31Q: 3 clusters Score -549440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -549440.375000 Penalty: 2829.663086
	Iteration 32Q: 3 clusters Score -549440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -549441.187500 Penalty: 2829.663086
	Iteration 33Q: 3 clusters Score -549441.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -549440.625000 Penalty: 2829.663086
	Iteration 34Q: 3 clusters Score -549440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -549441.750000 Penalty: 2829.663086
	Iteration 35Q: 3 clusters Score -549441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -549442.562500 Penalty: 2829.663086
	Iteration 36Q: 3 clusters Score -549442.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -549442.812500 Penalty: 2829.663086
	Iteration 37Q: 3 clusters Score -549442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -549443.562500 Penalty: 2829.663086
	Iteration 38Q: 3 clusters Score -549443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -549443.625000 Penalty: 2829.663086
	Iteration 39Q: 3 clusters Score -549443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -549446.562500 Penalty: 2829.663086
	Iteration 40F: 3 clusters Score -549446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -549448.250000 Penalty: 2829.663086
	Iteration 41Q: 3 clusters Score -549448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -549451.000000 Penalty: 2829.663086
	Iteration 42Q: 3 clusters Score -549451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -549456.812500 Penalty: 2829.663086
	Iteration 43Q: 3 clusters Score -549456.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -549461.250000 Penalty: 2829.663086
	Iteration 44Q: 3 clusters Score -549461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -549465.750000 Penalty: 2829.663086
	Iteration 45Q: 3 clusters Score -549465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -549468.937500 Penalty: 2829.663086
	Iteration 46Q: 3 clusters Score -549468.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -549476.687500 Penalty: 2829.663086
	Iteration 47Q: 3 clusters Score -549476.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -549483.937500 Penalty: 2829.663086
	Iteration 48Q: 3 clusters Score -549483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -549486.375000 Penalty: 2829.663086
	Iteration 49Q: 3 clusters Score -549486.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -549489.937500 Penalty: 2829.663086
	Iteration 50Q: 3 clusters Score -549489.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -549496.812500 Penalty: 2829.663086
	Iteration 51Q: 3 clusters Score -549496.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -549507.687500 Penalty: 2829.663086
	Iteration 52Q: 3 clusters Score -549507.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -549517.750000 Penalty: 2829.663086
	Iteration 53Q: 3 clusters Score -549517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -549529.375000 Penalty: 2829.663086
	Iteration 54Q: 3 clusters Score -549529.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -549542.375000 Penalty: 2829.663086
	Iteration 55Q: 3 clusters Score -549542.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -549558.062500 Penalty: 2829.663086
	Iteration 56Q: 3 clusters Score -549558.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -549570.750000 Penalty: 2829.663086
	Iteration 57Q: 3 clusters Score -549570.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -549583.875000 Penalty: 2829.663086
	Iteration 58Q: 3 clusters Score -549583.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -549593.000000 Penalty: 2829.663086
	Iteration 59Q: 3 clusters Score -549593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -549600.375000 Penalty: 2829.663086
	Iteration 60F: 3 clusters Score -549600.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -549606.750000 Penalty: 2829.663086
	Iteration 61Q: 3 clusters Score -549606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -549614.187500 Penalty: 2829.663086
	Iteration 62Q: 3 clusters Score -549614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -549621.375000 Penalty: 2829.663086
	Iteration 63Q: 3 clusters Score -549621.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -549637.687500 Penalty: 2829.663086
	Iteration 64Q: 3 clusters Score -549637.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -549658.250000 Penalty: 2829.663086
	Iteration 65Q: 3 clusters Score -549658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -549667.312500 Penalty: 2829.663086
	Iteration 66Q: 3 clusters Score -549667.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -549674.500000 Penalty: 2829.663086
	Iteration 67Q: 3 clusters Score -549674.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -549680.000000 Penalty: 2829.663086
	Iteration 68Q: 3 clusters Score -549680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -549684.187500 Penalty: 2829.663086
	Iteration 69Q: 3 clusters Score -549684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -549687.312500 Penalty: 2829.663086
	Iteration 70Q: 3 clusters Score -549687.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -549690.687500 Penalty: 2829.663086
	Iteration 71Q: 3 clusters Score -549690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -549693.375000 Penalty: 2829.663086
	Iteration 72Q: 3 clusters Score -549693.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -549697.437500 Penalty: 2829.663086
	Iteration 73Q: 3 clusters Score -549697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -549698.937500 Penalty: 2829.663086
	Iteration 74Q: 3 clusters Score -549698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -549699.562500 Penalty: 2829.663086
	Iteration 75Q: 3 clusters Score -549699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -549701.250000 Penalty: 2829.663086
	Iteration 76Q: 3 clusters Score -549701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -549700.875000 Penalty: 2829.663086
	Iteration 77Q: 3 clusters Score -549700.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -549702.875000 Penalty: 2829.663086
	Iteration 78Q: 3 clusters Score -549702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -549703.000000 Penalty: 2829.663086
	Iteration 79Q: 3 clusters Score -549703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -549705.062500 Penalty: 2829.663086
	Iteration 80F: 3 clusters Score -549705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -549709.125000 Penalty: 2829.663086
	Iteration 81Q: 3 clusters Score -549709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -549709.625000 Penalty: 2829.663086
	Iteration 82Q: 3 clusters Score -549709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -549709.375000 Penalty: 2829.663086
	Iteration 83Q: 3 clusters Score -549709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -549709.500000 Penalty: 2829.663086
	Iteration 84Q: 3 clusters Score -549709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -549709.937500 Penalty: 2829.663086
	Iteration 85Q: 3 clusters Score -549709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -549710.562500 Penalty: 2829.663086
	Iteration 86Q: 3 clusters Score -549710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -549710.812500 Penalty: 2829.663086
	Iteration 87Q: 3 clusters Score -549710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -549711.125000 Penalty: 2829.663086
	Iteration 88Q: 3 clusters Score -549711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -549711.125000 Penalty: 2829.663086
	Iteration 89F: 3 clusters Score -549711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17949 members 
Mstep: Class 3 contains 10686 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 125652 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 8672 members 
Mstep: Class 8 contains 8717 members 
Mstep: Class 9 contains 4607 members 
Mstep: Class 10 contains 12060 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6279 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 11540 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 38065 members 
Mstep: Class 20 contains 108098 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 10444 members 
Mstep: Class 23 contains 60983 members 
Mstep: Class 24 contains 2178 members 
Mstep: Class 25 contains 14924 members 
Mstep: Class 26 contains 14466 members 
Mstep: Class 27 contains 1436 members 
Entering Unmasked Estep 
Score: -52413972.000000 Penalty: 57955.015625
Splitting cluster 9 changes total score from -52414604.000000 to -52413972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (12060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Entering Unmasked Estep 
Score: -1208651.750000 Penalty: 1527.118042
	Iteration 0F: 2 clusters Score -1208652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1200060.250000 Penalty: 3054.236084
	Iteration 0F: 3 clusters Score -1200060 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1202942.375000 Penalty: 3054.236084
	Iteration 1F: 3 clusters Score -1202942 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1203193.875000 Penalty: 3054.236084
	Iteration 2F: 3 clusters Score -1203194 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1203431.125000 Penalty: 3054.236084
	Iteration 3Q: 3 clusters Score -1203431 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1203656.000000 Penalty: 3054.236084
	Iteration 4Q: 3 clusters Score -1203656 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1203892.000000 Penalty: 3054.236084
	Iteration 5Q: 3 clusters Score -1203892 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1204181.750000 Penalty: 3054.236084
	Iteration 6Q: 3 clusters Score -1204182 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1204549.125000 Penalty: 3054.236084
	Iteration 7F: 3 clusters Score -1204549 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1204975.875000 Penalty: 3054.236084
	Iteration 8F: 3 clusters Score -1204976 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1205407.500000 Penalty: 3054.236084
	Iteration 9F: 3 clusters Score -1205408 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1205786.000000 Penalty: 3054.236084
	Iteration 10Q: 3 clusters Score -1205786 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1206122.625000 Penalty: 3054.236084
	Iteration 11Q: 3 clusters Score -1206123 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1206438.125000 Penalty: 3054.236084
	Iteration 12Q: 3 clusters Score -1206438 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1206716.375000 Penalty: 3054.236084
	Iteration 13Q: 3 clusters Score -1206716 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1206929.375000 Penalty: 3054.236084
	Iteration 14Q: 3 clusters Score -1206929 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1207066.375000 Penalty: 3054.236084
	Iteration 15Q: 3 clusters Score -1207066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1207164.875000 Penalty: 3054.236084
	Iteration 16Q: 3 clusters Score -1207165 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1207250.625000 Penalty: 3054.236084
	Iteration 17Q: 3 clusters Score -1207251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1207325.625000 Penalty: 3054.236084
	Iteration 18Q: 3 clusters Score -1207326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1207375.375000 Penalty: 3054.236084
	Iteration 19Q: 3 clusters Score -1207375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1207414.250000 Penalty: 3054.236084
	Iteration 20F: 3 clusters Score -1207414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1207443.625000 Penalty: 3054.236084
	Iteration 21Q: 3 clusters Score -1207444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1207466.250000 Penalty: 3054.236084
	Iteration 22Q: 3 clusters Score -1207466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1207478.375000 Penalty: 3054.236084
	Iteration 23Q: 3 clusters Score -1207478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1207490.250000 Penalty: 3054.236084
	Iteration 24Q: 3 clusters Score -1207490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1207503.000000 Penalty: 3054.236084
	Iteration 25Q: 3 clusters Score -1207503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1207509.750000 Penalty: 3054.236084
	Iteration 26Q: 3 clusters Score -1207510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1207521.750000 Penalty: 3054.236084
	Iteration 27Q: 3 clusters Score -1207522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1207531.125000 Penalty: 3054.236084
	Iteration 28Q: 3 clusters Score -1207531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1207532.625000 Penalty: 3054.236084
	Iteration 29Q: 3 clusters Score -1207533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1207537.625000 Penalty: 3054.236084
	Iteration 30Q: 3 clusters Score -1207538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1207540.000000 Penalty: 3054.236084
	Iteration 31Q: 3 clusters Score -1207540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1207540.000000 Penalty: 3054.236084
	Iteration 32F: 3 clusters Score -1207540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -624750.187500 Penalty: 1428.887939
	Iteration 0F: 2 clusters Score -624750.2 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 3335 members 
Entering Unmasked Estep 
Score: -619790.375000 Penalty: 2857.775879
	Iteration 0F: 3 clusters Score -619790.4 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -621321.500000 Penalty: 2857.775879
	Iteration 1F: 3 clusters Score -621321.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -621564.250000 Penalty: 2857.775879
	Iteration 2F: 3 clusters Score -621564.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -621786.625000 Penalty: 2857.775879
	Iteration 3F: 3 clusters Score -621786.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -622032.687500 Penalty: 2857.775879
	Iteration 4Q: 3 clusters Score -622032.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -622316.125000 Penalty: 2857.775879
	Iteration 5F: 3 clusters Score -622316.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -622660.250000 Penalty: 2857.775879
	Iteration 6F: 3 clusters Score -622660.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -623018.562500 Penalty: 2857.775879
	Iteration 7F: 3 clusters Score -623018.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -623319.937500 Penalty: 2857.775879
	Iteration 8F: 3 clusters Score -623319.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -623542.125000 Penalty: 2857.775879
	Iteration 9Q: 3 clusters Score -623542.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -623699.500000 Penalty: 2857.775879
	Iteration 10Q: 3 clusters Score -623699.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -623798.687500 Penalty: 2857.775879
	Iteration 11Q: 3 clusters Score -623798.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -623859.375000 Penalty: 2857.775879
	Iteration 12Q: 3 clusters Score -623859.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -623915.937500 Penalty: 2857.775879
	Iteration 13Q: 3 clusters Score -623915.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -623979.625000 Penalty: 2857.775879
	Iteration 14Q: 3 clusters Score -623979.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -624039.250000 Penalty: 2857.775879
	Iteration 15Q: 3 clusters Score -624039.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -624090.125000 Penalty: 2857.775879
	Iteration 16Q: 3 clusters Score -624090.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -624122.187500 Penalty: 2857.775879
	Iteration 17Q: 3 clusters Score -624122.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -624131.812500 Penalty: 2857.775879
	Iteration 18Q: 3 clusters Score -624131.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -624136.312500 Penalty: 2857.775879
	Iteration 19Q: 3 clusters Score -624136.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -624140.312500 Penalty: 2857.775879
	Iteration 20F: 3 clusters Score -624140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -624141.750000 Penalty: 2857.775879
	Iteration 21Q: 3 clusters Score -624141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -624141.812500 Penalty: 2857.775879
	Iteration 22Q: 3 clusters Score -624141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -624142.750000 Penalty: 2857.775879
	Iteration 23Q: 3 clusters Score -624142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -624143.062500 Penalty: 2857.775879
	Iteration 24Q: 3 clusters Score -624143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -624142.500000 Penalty: 2857.775879
	Iteration 25Q: 3 clusters Score -624142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -624143.000000 Penalty: 2857.775879
	Iteration 26Q: 3 clusters Score -624143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -624142.812500 Penalty: 2857.775879
	Iteration 27Q: 3 clusters Score -624142.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -624142.812500 Penalty: 2857.775879
	Iteration 28F: 3 clusters Score -624142.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1335930.000000 Penalty: 1548.393555
	Iteration 0F: 2 clusters Score -1335930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1326318.875000 Penalty: 3096.787109
	Iteration 0F: 3 clusters Score -1326319 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1329545.250000 Penalty: 3096.787109
	Iteration 1F: 3 clusters Score -1329545 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1329874.750000 Penalty: 3096.787109
	Iteration 2F: 3 clusters Score -1329875 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1330189.875000 Penalty: 3096.787109
	Iteration 3F: 3 clusters Score -1330190 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1330481.875000 Penalty: 3096.787109
	Iteration 4Q: 3 clusters Score -1330482 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1330802.375000 Penalty: 3096.787109
	Iteration 5Q: 3 clusters Score -1330802 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1331207.125000 Penalty: 3096.787109
	Iteration 6Q: 3 clusters Score -1331207 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1331666.125000 Penalty: 3096.787109
	Iteration 7Q: 3 clusters Score -1331666 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1332094.375000 Penalty: 3096.787109
	Iteration 8Q: 3 clusters Score -1332094 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1332526.000000 Penalty: 3096.787109
	Iteration 9Q: 3 clusters Score -1332526 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1332871.625000 Penalty: 3096.787109
	Iteration 10Q: 3 clusters Score -1332872 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1333135.125000 Penalty: 3096.787109
	Iteration 11Q: 3 clusters Score -1333135 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1333315.375000 Penalty: 3096.787109
	Iteration 12Q: 3 clusters Score -1333315 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1333451.875000 Penalty: 3096.787109
	Iteration 13Q: 3 clusters Score -1333452 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1333565.000000 Penalty: 3096.787109
	Iteration 14Q: 3 clusters Score -1333565 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1333647.750000 Penalty: 3096.787109
	Iteration 15Q: 3 clusters Score -1333648 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1333714.125000 Penalty: 3096.787109
	Iteration 16Q: 3 clusters Score -1333714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1333775.625000 Penalty: 3096.787109
	Iteration 17Q: 3 clusters Score -1333776 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1333829.125000 Penalty: 3096.787109
	Iteration 18Q: 3 clusters Score -1333829 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1333859.875000 Penalty: 3096.787109
	Iteration 19Q: 3 clusters Score -1333860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1333898.375000 Penalty: 3096.787109
	Iteration 20F: 3 clusters Score -1333898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1333930.125000 Penalty: 3096.787109
	Iteration 21Q: 3 clusters Score -1333930 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1333953.625000 Penalty: 3096.787109
	Iteration 22Q: 3 clusters Score -1333954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1333976.750000 Penalty: 3096.787109
	Iteration 23Q: 3 clusters Score -1333977 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1333992.875000 Penalty: 3096.787109
	Iteration 24Q: 3 clusters Score -1333993 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1334007.750000 Penalty: 3096.787109
	Iteration 25Q: 3 clusters Score -1334008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1334022.125000 Penalty: 3096.787109
	Iteration 26Q: 3 clusters Score -1334022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1334036.000000 Penalty: 3096.787109
	Iteration 27Q: 3 clusters Score -1334036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1334047.000000 Penalty: 3096.787109
	Iteration 28Q: 3 clusters Score -1334047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1334057.625000 Penalty: 3096.787109
	Iteration 29Q: 3 clusters Score -1334058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1334062.500000 Penalty: 3096.787109
	Iteration 30Q: 3 clusters Score -1334062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1334067.125000 Penalty: 3096.787109
	Iteration 31Q: 3 clusters Score -1334067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1334074.375000 Penalty: 3096.787109
	Iteration 32Q: 3 clusters Score -1334074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1334085.875000 Penalty: 3096.787109
	Iteration 33Q: 3 clusters Score -1334086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1334089.750000 Penalty: 3096.787109
	Iteration 34Q: 3 clusters Score -1334090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1334095.875000 Penalty: 3096.787109
	Iteration 35Q: 3 clusters Score -1334096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1334096.500000 Penalty: 3096.787109
	Iteration 36Q: 3 clusters Score -1334096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1334098.250000 Penalty: 3096.787109
	Iteration 37Q: 3 clusters Score -1334098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1334098.000000 Penalty: 3096.787109
	Iteration 38Q: 3 clusters Score -1334098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1334100.125000 Penalty: 3096.787109
	Iteration 39Q: 3 clusters Score -1334100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1334102.875000 Penalty: 3096.787109
	Iteration 40F: 3 clusters Score -1334103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1334107.250000 Penalty: 3096.787109
	Iteration 41Q: 3 clusters Score -1334107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1334103.750000 Penalty: 3096.787109
	Iteration 42Q: 3 clusters Score -1334104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1334105.250000 Penalty: 3096.787109
	Iteration 43Q: 3 clusters Score -1334105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1334104.750000 Penalty: 3096.787109
	Iteration 44Q: 3 clusters Score -1334105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1334109.125000 Penalty: 3096.787109
	Iteration 45Q: 3 clusters Score -1334109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1334107.250000 Penalty: 3096.787109
	Iteration 46Q: 3 clusters Score -1334107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1334109.000000 Penalty: 3096.787109
	Iteration 47Q: 3 clusters Score -1334109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1334107.625000 Penalty: 3096.787109
	Iteration 48Q: 3 clusters Score -1334108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1334106.000000 Penalty: 3096.787109
	Iteration 49Q: 3 clusters Score -1334106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1334108.250000 Penalty: 3096.787109
	Iteration 50Q: 3 clusters Score -1334108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1334108.875000 Penalty: 3096.787109
	Iteration 51Q: 3 clusters Score -1334109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1334110.875000 Penalty: 3096.787109
	Iteration 52Q: 3 clusters Score -1334111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1334112.500000 Penalty: 3096.787109
	Iteration 53Q: 3 clusters Score -1334112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1334115.625000 Penalty: 3096.787109
	Iteration 54Q: 3 clusters Score -1334116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1334120.500000 Penalty: 3096.787109
	Iteration 55Q: 3 clusters Score -1334120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1334119.875000 Penalty: 3096.787109
	Iteration 56Q: 3 clusters Score -1334120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1334120.125000 Penalty: 3096.787109
	Iteration 57Q: 3 clusters Score -1334120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1334123.125000 Penalty: 3096.787109
	Iteration 58Q: 3 clusters Score -1334123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1334123.750000 Penalty: 3096.787109
	Iteration 59Q: 3 clusters Score -1334124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1334122.625000 Penalty: 3096.787109
	Iteration 60F: 3 clusters Score -1334123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1334122.000000 Penalty: 3096.787109
	Iteration 61Q: 3 clusters Score -1334122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1334122.625000 Penalty: 3096.787109
	Iteration 62Q: 3 clusters Score -1334123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1334122.625000 Penalty: 3096.787109
	Iteration 63F: 3 clusters Score -1334123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -310059.343750 Penalty: 1315.732788
	Iteration 0F: 2 clusters Score -310059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -307166.781250 Penalty: 2631.465576
	Iteration 0F: 3 clusters Score -307166.8 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -307847.687500 Penalty: 2631.465576
	Iteration 1F: 3 clusters Score -307847.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -308010.656250 Penalty: 2631.465576
	Iteration 2F: 3 clusters Score -308010.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -308167.812500 Penalty: 2631.465576
	Iteration 3F: 3 clusters Score -308167.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -308310.531250 Penalty: 2631.465576
	Iteration 4F: 3 clusters Score -308310.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -308414.031250 Penalty: 2631.465576
	Iteration 5Q: 3 clusters Score -308414 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -308499.312500 Penalty: 2631.465576
	Iteration 6Q: 3 clusters Score -308499.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -308594.906250 Penalty: 2631.465576
	Iteration 7Q: 3 clusters Score -308594.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -308677.093750 Penalty: 2631.465576
	Iteration 8Q: 3 clusters Score -308677.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -308737.906250 Penalty: 2631.465576
	Iteration 9Q: 3 clusters Score -308737.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -308780.750000 Penalty: 2631.465576
	Iteration 10Q: 3 clusters Score -308780.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -308815.468750 Penalty: 2631.465576
	Iteration 11Q: 3 clusters Score -308815.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -308854.906250 Penalty: 2631.465576
	Iteration 12Q: 3 clusters Score -308854.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -308870.593750 Penalty: 2631.465576
	Iteration 13Q: 3 clusters Score -308870.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -308882.718750 Penalty: 2631.465576
	Iteration 14Q: 3 clusters Score -308882.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -308892.968750 Penalty: 2631.465576
	Iteration 15Q: 3 clusters Score -308893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -308904.187500 Penalty: 2631.465576
	Iteration 16Q: 3 clusters Score -308904.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -308911.281250 Penalty: 2631.465576
	Iteration 17Q: 3 clusters Score -308911.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -308917.531250 Penalty: 2631.465576
	Iteration 18Q: 3 clusters Score -308917.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -308924.718750 Penalty: 2631.465576
	Iteration 19Q: 3 clusters Score -308924.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -308930.687500 Penalty: 2631.465576
	Iteration 20F: 3 clusters Score -308930.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -308937.187500 Penalty: 2631.465576
	Iteration 21Q: 3 clusters Score -308937.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -308945.031250 Penalty: 2631.465576
	Iteration 22Q: 3 clusters Score -308945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -308948.625000 Penalty: 2631.465576
	Iteration 23Q: 3 clusters Score -308948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -308951.750000 Penalty: 2631.465576
	Iteration 24Q: 3 clusters Score -308951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -308952.937500 Penalty: 2631.465576
	Iteration 25Q: 3 clusters Score -308952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -308956.062500 Penalty: 2631.465576
	Iteration 26Q: 3 clusters Score -308956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -308959.468750 Penalty: 2631.465576
	Iteration 27Q: 3 clusters Score -308959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -308963.156250 Penalty: 2631.465576
	Iteration 28Q: 3 clusters Score -308963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -308966.750000 Penalty: 2631.465576
	Iteration 29Q: 3 clusters Score -308966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -308967.187500 Penalty: 2631.465576
	Iteration 30Q: 3 clusters Score -308967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -308970.187500 Penalty: 2631.465576
	Iteration 31Q: 3 clusters Score -308970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -308971.187500 Penalty: 2631.465576
	Iteration 32Q: 3 clusters Score -308971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -308971.718750 Penalty: 2631.465576
	Iteration 33Q: 3 clusters Score -308971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -308972.187500 Penalty: 2631.465576
	Iteration 34Q: 3 clusters Score -308972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -308972.406250 Penalty: 2631.465576
	Iteration 35Q: 3 clusters Score -308972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -308972.906250 Penalty: 2631.465576
	Iteration 36Q: 3 clusters Score -308972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -308973.531250 Penalty: 2631.465576
	Iteration 37Q: 3 clusters Score -308973.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -308975.718750 Penalty: 2631.465576
	Iteration 38Q: 3 clusters Score -308975.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -308978.218750 Penalty: 2631.465576
	Iteration 39Q: 3 clusters Score -308978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -308978.718750 Penalty: 2631.465576
	Iteration 40F: 3 clusters Score -308978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -308979.406250 Penalty: 2631.465576
	Iteration 41Q: 3 clusters Score -308979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -308979.406250 Penalty: 2631.465576
	Iteration 42F: 3 clusters Score -308979.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Entering Unmasked Estep 
Score: -627515.125000 Penalty: 1421.056885
	Iteration 0F: 2 clusters Score -627515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -622747.000000 Penalty: 2842.113770
	Iteration 0F: 3 clusters Score -622747 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -624094.875000 Penalty: 2842.113770
	Iteration 1F: 3 clusters Score -624094.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -624332.937500 Penalty: 2842.113770
	Iteration 2F: 3 clusters Score -624332.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -624519.750000 Penalty: 2842.113770
	Iteration 3F: 3 clusters Score -624519.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -624689.937500 Penalty: 2842.113770
	Iteration 4Q: 3 clusters Score -624689.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -624896.062500 Penalty: 2842.113770
	Iteration 5F: 3 clusters Score -624896.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -625173.062500 Penalty: 2842.113770
	Iteration 6F: 3 clusters Score -625173.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -625524.437500 Penalty: 2842.113770
	Iteration 7F: 3 clusters Score -625524.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -625863.875000 Penalty: 2842.113770
	Iteration 8F: 3 clusters Score -625863.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -626172.312500 Penalty: 2842.113770
	Iteration 9F: 3 clusters Score -626172.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -626433.250000 Penalty: 2842.113770
	Iteration 10Q: 3 clusters Score -626433.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -626603.875000 Penalty: 2842.113770
	Iteration 11Q: 3 clusters Score -626603.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -626733.187500 Penalty: 2842.113770
	Iteration 12Q: 3 clusters Score -626733.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -626809.687500 Penalty: 2842.113770
	Iteration 13Q: 3 clusters Score -626809.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -626873.312500 Penalty: 2842.113770
	Iteration 14Q: 3 clusters Score -626873.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -626928.625000 Penalty: 2842.113770
	Iteration 15Q: 3 clusters Score -626928.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -626965.062500 Penalty: 2842.113770
	Iteration 16Q: 3 clusters Score -626965.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -626982.187500 Penalty: 2842.113770
	Iteration 17Q: 3 clusters Score -626982.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -626999.500000 Penalty: 2842.113770
	Iteration 18Q: 3 clusters Score -626999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -627001.937500 Penalty: 2842.113770
	Iteration 19Q: 3 clusters Score -627001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -627005.812500 Penalty: 2842.113770
	Iteration 20F: 3 clusters Score -627005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -627008.687500 Penalty: 2842.113770
	Iteration 21Q: 3 clusters Score -627008.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -627011.500000 Penalty: 2842.113770
	Iteration 22Q: 3 clusters Score -627011.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -627015.812500 Penalty: 2842.113770
	Iteration 23Q: 3 clusters Score -627015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -627017.937500 Penalty: 2842.113770
	Iteration 24Q: 3 clusters Score -627017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -627018.812500 Penalty: 2842.113770
	Iteration 25Q: 3 clusters Score -627018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -627019.125000 Penalty: 2842.113770
	Iteration 26Q: 3 clusters Score -627019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -627020.687500 Penalty: 2842.113770
	Iteration 27Q: 3 clusters Score -627020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -627022.625000 Penalty: 2842.113770
	Iteration 28Q: 3 clusters Score -627022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -627022.625000 Penalty: 2842.113770
	Iteration 29F: 3 clusters Score -627022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -153286.484375 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -153286.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151484.984375 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -151485 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -151826.718750 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -151826.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -151911.859375 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -151911.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151963.656250 Penalty: 2394.710449
	Iteration 3Q: 3 clusters Score -151963.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -151998.906250 Penalty: 2394.710449
	Iteration 4Q: 3 clusters Score -151998.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152032.328125 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -152032.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152050.687500 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -152050.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152067.656250 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -152067.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152087.968750 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -152088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152102.359375 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -152102.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152112.953125 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -152113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152122.828125 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -152122.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152135.562500 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -152135.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152147.187500 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -152147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -152162.671875 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -152162.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152171.218750 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -152171.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152178.046875 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -152178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152179.718750 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -152179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152181.031250 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -152181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152182.359375 Penalty: 2394.710449
	Iteration 19Q: 3 clusters Score -152182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152183.671875 Penalty: 2394.710449
	Iteration 20F: 3 clusters Score -152183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152184.062500 Penalty: 2394.710449
	Iteration 21Q: 3 clusters Score -152184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152184.062500 Penalty: 2394.710449
	Iteration 22F: 3 clusters Score -152184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Entering Unmasked Estep 
Score: -1143981.250000 Penalty: 1521.176270
	Iteration 0F: 2 clusters Score -1143981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1135775.250000 Penalty: 3042.352539
	Iteration 0F: 3 clusters Score -1135775 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1138445.500000 Penalty: 3042.352539
	Iteration 1F: 3 clusters Score -1138446 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1138739.875000 Penalty: 3042.352539
	Iteration 2F: 3 clusters Score -1138740 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1138998.250000 Penalty: 3042.352539
	Iteration 3F: 3 clusters Score -1138998 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1139232.875000 Penalty: 3042.352539
	Iteration 4Q: 3 clusters Score -1139233 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1139503.750000 Penalty: 3042.352539
	Iteration 5Q: 3 clusters Score -1139504 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1139776.250000 Penalty: 3042.352539
	Iteration 6Q: 3 clusters Score -1139776 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1140074.750000 Penalty: 3042.352539
	Iteration 7Q: 3 clusters Score -1140075 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1140425.250000 Penalty: 3042.352539
	Iteration 8Q: 3 clusters Score -1140425 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1140874.500000 Penalty: 3042.352539
	Iteration 9Q: 3 clusters Score -1140874 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1141328.375000 Penalty: 3042.352539
	Iteration 10Q: 3 clusters Score -1141328 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1141703.750000 Penalty: 3042.352539
	Iteration 11Q: 3 clusters Score -1141704 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1141930.750000 Penalty: 3042.352539
	Iteration 12Q: 3 clusters Score -1141931 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1142037.625000 Penalty: 3042.352539
	Iteration 13Q: 3 clusters Score -1142038 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1142090.250000 Penalty: 3042.352539
	Iteration 14Q: 3 clusters Score -1142090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1142118.875000 Penalty: 3042.352539
	Iteration 15Q: 3 clusters Score -1142119 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1142141.250000 Penalty: 3042.352539
	Iteration 16Q: 3 clusters Score -1142141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1142154.625000 Penalty: 3042.352539
	Iteration 17Q: 3 clusters Score -1142155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1142166.875000 Penalty: 3042.352539
	Iteration 18Q: 3 clusters Score -1142167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1142172.125000 Penalty: 3042.352539
	Iteration 19Q: 3 clusters Score -1142172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1142176.000000 Penalty: 3042.352539
	Iteration 20F: 3 clusters Score -1142176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1142181.250000 Penalty: 3042.352539
	Iteration 21Q: 3 clusters Score -1142181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1142186.500000 Penalty: 3042.352539
	Iteration 22Q: 3 clusters Score -1142186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1142186.875000 Penalty: 3042.352539
	Iteration 23Q: 3 clusters Score -1142187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1142193.500000 Penalty: 3042.352539
	Iteration 24Q: 3 clusters Score -1142194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1142198.875000 Penalty: 3042.352539
	Iteration 25Q: 3 clusters Score -1142199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1142203.375000 Penalty: 3042.352539
	Iteration 26Q: 3 clusters Score -1142203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1142212.625000 Penalty: 3042.352539
	Iteration 27Q: 3 clusters Score -1142213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1142212.500000 Penalty: 3042.352539
	Iteration 28Q: 3 clusters Score -1142212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1142216.625000 Penalty: 3042.352539
	Iteration 29Q: 3 clusters Score -1142217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1142228.750000 Penalty: 3042.352539
	Iteration 30Q: 3 clusters Score -1142229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1142236.625000 Penalty: 3042.352539
	Iteration 31Q: 3 clusters Score -1142237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1142251.125000 Penalty: 3042.352539
	Iteration 32Q: 3 clusters Score -1142251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1142261.875000 Penalty: 3042.352539
	Iteration 33Q: 3 clusters Score -1142262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1142268.625000 Penalty: 3042.352539
	Iteration 34Q: 3 clusters Score -1142269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1142278.750000 Penalty: 3042.352539
	Iteration 35Q: 3 clusters Score -1142279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1142290.125000 Penalty: 3042.352539
	Iteration 36Q: 3 clusters Score -1142290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1142302.125000 Penalty: 3042.352539
	Iteration 37Q: 3 clusters Score -1142302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1142312.000000 Penalty: 3042.352539
	Iteration 38Q: 3 clusters Score -1142312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1142321.750000 Penalty: 3042.352539
	Iteration 39Q: 3 clusters Score -1142322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1142327.625000 Penalty: 3042.352539
	Iteration 40F: 3 clusters Score -1142328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1142334.625000 Penalty: 3042.352539
	Iteration 41Q: 3 clusters Score -1142335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1142338.750000 Penalty: 3042.352539
	Iteration 42Q: 3 clusters Score -1142339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1142341.750000 Penalty: 3042.352539
	Iteration 43Q: 3 clusters Score -1142342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1142346.125000 Penalty: 3042.352539
	Iteration 44Q: 3 clusters Score -1142346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1142351.750000 Penalty: 3042.352539
	Iteration 45Q: 3 clusters Score -1142352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1142356.375000 Penalty: 3042.352539
	Iteration 46Q: 3 clusters Score -1142356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1142362.250000 Penalty: 3042.352539
	Iteration 47Q: 3 clusters Score -1142362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1142370.500000 Penalty: 3042.352539
	Iteration 48Q: 3 clusters Score -1142370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1142374.750000 Penalty: 3042.352539
	Iteration 49Q: 3 clusters Score -1142375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1142377.750000 Penalty: 3042.352539
	Iteration 50Q: 3 clusters Score -1142378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1142384.125000 Penalty: 3042.352539
	Iteration 51Q: 3 clusters Score -1142384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1142388.250000 Penalty: 3042.352539
	Iteration 52Q: 3 clusters Score -1142388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1142393.250000 Penalty: 3042.352539
	Iteration 53Q: 3 clusters Score -1142393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1142397.625000 Penalty: 3042.352539
	Iteration 54Q: 3 clusters Score -1142398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1142395.625000 Penalty: 3042.352539
	Iteration 55Q: 3 clusters Score -1142396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1142398.875000 Penalty: 3042.352539
	Iteration 56Q: 3 clusters Score -1142399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1142400.875000 Penalty: 3042.352539
	Iteration 57Q: 3 clusters Score -1142401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1142400.625000 Penalty: 3042.352539
	Iteration 58Q: 3 clusters Score -1142401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1142399.500000 Penalty: 3042.352539
	Iteration 59Q: 3 clusters Score -1142400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1142402.250000 Penalty: 3042.352539
	Iteration 60F: 3 clusters Score -1142402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1142402.125000 Penalty: 3042.352539
	Iteration 61Q: 3 clusters Score -1142402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1142403.625000 Penalty: 3042.352539
	Iteration 62Q: 3 clusters Score -1142404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1142406.250000 Penalty: 3042.352539
	Iteration 63Q: 3 clusters Score -1142406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1142407.500000 Penalty: 3042.352539
	Iteration 64Q: 3 clusters Score -1142408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1142407.750000 Penalty: 3042.352539
	Iteration 65Q: 3 clusters Score -1142408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1142408.750000 Penalty: 3042.352539
	Iteration 66Q: 3 clusters Score -1142409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1142406.250000 Penalty: 3042.352539
	Iteration 67Q: 3 clusters Score -1142406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1142407.500000 Penalty: 3042.352539
	Iteration 68Q: 3 clusters Score -1142408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1142407.750000 Penalty: 3042.352539
	Iteration 69Q: 3 clusters Score -1142408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1142407.875000 Penalty: 3042.352539
	Iteration 70Q: 3 clusters Score -1142408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1142408.875000 Penalty: 3042.352539
	Iteration 71Q: 3 clusters Score -1142409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1142408.375000 Penalty: 3042.352539
	Iteration 72Q: 3 clusters Score -1142408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1142411.000000 Penalty: 3042.352539
	Iteration 73Q: 3 clusters Score -1142411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1142410.875000 Penalty: 3042.352539
	Iteration 74Q: 3 clusters Score -1142411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1142411.125000 Penalty: 3042.352539
	Iteration 75Q: 3 clusters Score -1142411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1142412.500000 Penalty: 3042.352539
	Iteration 76Q: 3 clusters Score -1142412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1142412.500000 Penalty: 3042.352539
	Iteration 77F: 3 clusters Score -1142412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Entering Unmasked Estep 
Score: -1165875.500000 Penalty: 1519.955933
	Iteration 0F: 2 clusters Score -1165876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1157755.500000 Penalty: 3039.911865
	Iteration 0F: 3 clusters Score -1157756 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1160461.625000 Penalty: 3039.911865
	Iteration 1F: 3 clusters Score -1160462 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1160692.750000 Penalty: 3039.911865
	Iteration 2F: 3 clusters Score -1160693 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1160861.125000 Penalty: 3039.911865
	Iteration 3Q: 3 clusters Score -1160861 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1161010.500000 Penalty: 3039.911865
	Iteration 4Q: 3 clusters Score -1161010 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1161169.750000 Penalty: 3039.911865
	Iteration 5Q: 3 clusters Score -1161170 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1161321.875000 Penalty: 3039.911865
	Iteration 6Q: 3 clusters Score -1161322 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1161514.750000 Penalty: 3039.911865
	Iteration 7Q: 3 clusters Score -1161515 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1161793.000000 Penalty: 3039.911865
	Iteration 8Q: 3 clusters Score -1161793 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1162141.875000 Penalty: 3039.911865
	Iteration 9Q: 3 clusters Score -1162142 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1162551.250000 Penalty: 3039.911865
	Iteration 10Q: 3 clusters Score -1162551 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1162965.000000 Penalty: 3039.911865
	Iteration 11Q: 3 clusters Score -1162965 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1163340.375000 Penalty: 3039.911865
	Iteration 12Q: 3 clusters Score -1163340 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1163621.625000 Penalty: 3039.911865
	Iteration 13Q: 3 clusters Score -1163622 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1163867.625000 Penalty: 3039.911865
	Iteration 14Q: 3 clusters Score -1163868 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1164041.125000 Penalty: 3039.911865
	Iteration 15Q: 3 clusters Score -1164041 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1164164.750000 Penalty: 3039.911865
	Iteration 16Q: 3 clusters Score -1164165 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1164237.375000 Penalty: 3039.911865
	Iteration 17Q: 3 clusters Score -1164237 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1164309.000000 Penalty: 3039.911865
	Iteration 18Q: 3 clusters Score -1164309 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1164359.500000 Penalty: 3039.911865
	Iteration 19Q: 3 clusters Score -1164360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1164386.625000 Penalty: 3039.911865
	Iteration 20F: 3 clusters Score -1164387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1164403.500000 Penalty: 3039.911865
	Iteration 21Q: 3 clusters Score -1164404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1164423.375000 Penalty: 3039.911865
	Iteration 22Q: 3 clusters Score -1164423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1164445.250000 Penalty: 3039.911865
	Iteration 23Q: 3 clusters Score -1164445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1164464.375000 Penalty: 3039.911865
	Iteration 24Q: 3 clusters Score -1164464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1164473.625000 Penalty: 3039.911865
	Iteration 25Q: 3 clusters Score -1164474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1164490.625000 Penalty: 3039.911865
	Iteration 26Q: 3 clusters Score -1164491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1164507.625000 Penalty: 3039.911865
	Iteration 27Q: 3 clusters Score -1164508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1164518.500000 Penalty: 3039.911865
	Iteration 28Q: 3 clusters Score -1164518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1164524.000000 Penalty: 3039.911865
	Iteration 29Q: 3 clusters Score -1164524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1164527.250000 Penalty: 3039.911865
	Iteration 30Q: 3 clusters Score -1164527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1164531.250000 Penalty: 3039.911865
	Iteration 31Q: 3 clusters Score -1164531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1164535.375000 Penalty: 3039.911865
	Iteration 32Q: 3 clusters Score -1164535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1164541.875000 Penalty: 3039.911865
	Iteration 33Q: 3 clusters Score -1164542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1164543.250000 Penalty: 3039.911865
	Iteration 34Q: 3 clusters Score -1164543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1164546.375000 Penalty: 3039.911865
	Iteration 35Q: 3 clusters Score -1164546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1164551.500000 Penalty: 3039.911865
	Iteration 36Q: 3 clusters Score -1164552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1164554.750000 Penalty: 3039.911865
	Iteration 37Q: 3 clusters Score -1164555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1164554.375000 Penalty: 3039.911865
	Iteration 38Q: 3 clusters Score -1164554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1164555.375000 Penalty: 3039.911865
	Iteration 39Q: 3 clusters Score -1164555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1164555.125000 Penalty: 3039.911865
	Iteration 40F: 3 clusters Score -1164555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1164557.500000 Penalty: 3039.911865
	Iteration 41Q: 3 clusters Score -1164558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1164558.000000 Penalty: 3039.911865
	Iteration 42Q: 3 clusters Score -1164558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1164559.250000 Penalty: 3039.911865
	Iteration 43Q: 3 clusters Score -1164559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1164559.250000 Penalty: 3039.911865
	Iteration 44F: 3 clusters Score -1164559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -97340.796875 Penalty: 1145.221558
	Iteration 0F: 2 clusters Score -97340.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -95831.289062 Penalty: 2290.443115
	Iteration 0F: 3 clusters Score -95831.29 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96157.726562 Penalty: 2290.443115
	Iteration 1F: 3 clusters Score -96157.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96242.156250 Penalty: 2290.443115
	Iteration 2F: 3 clusters Score -96242.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96283.773438 Penalty: 2290.443115
	Iteration 3Q: 3 clusters Score -96283.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -96310.250000 Penalty: 2290.443115
	Iteration 4Q: 3 clusters Score -96310.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96334.664062 Penalty: 2290.443115
	Iteration 5Q: 3 clusters Score -96334.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -96349.421875 Penalty: 2290.443115
	Iteration 6Q: 3 clusters Score -96349.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -96360.726562 Penalty: 2290.443115
	Iteration 7Q: 3 clusters Score -96360.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96373.921875 Penalty: 2290.443115
	Iteration 8Q: 3 clusters Score -96373.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -96383.882812 Penalty: 2290.443115
	Iteration 9Q: 3 clusters Score -96383.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96392.546875 Penalty: 2290.443115
	Iteration 10Q: 3 clusters Score -96392.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96397.976562 Penalty: 2290.443115
	Iteration 11Q: 3 clusters Score -96397.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96401.078125 Penalty: 2290.443115
	Iteration 12Q: 3 clusters Score -96401.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96406.937500 Penalty: 2290.443115
	Iteration 13Q: 3 clusters Score -96406.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96413.695312 Penalty: 2290.443115
	Iteration 14Q: 3 clusters Score -96413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -96426.648438 Penalty: 2290.443115
	Iteration 15Q: 3 clusters Score -96426.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96431.359375 Penalty: 2290.443115
	Iteration 16Q: 3 clusters Score -96431.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -96443.812500 Penalty: 2290.443115
	Iteration 17Q: 3 clusters Score -96443.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96458.914062 Penalty: 2290.443115
	Iteration 18Q: 3 clusters Score -96458.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96473.984375 Penalty: 2290.443115
	Iteration 19Q: 3 clusters Score -96473.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96487.750000 Penalty: 2290.443115
	Iteration 20F: 3 clusters Score -96487.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -96497.281250 Penalty: 2290.443115
	Iteration 21Q: 3 clusters Score -96497.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96500.875000 Penalty: 2290.443115
	Iteration 22Q: 3 clusters Score -96500.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96505.070312 Penalty: 2290.443115
	Iteration 23Q: 3 clusters Score -96505.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96511.625000 Penalty: 2290.443115
	Iteration 24Q: 3 clusters Score -96511.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96514.328125 Penalty: 2290.443115
	Iteration 25Q: 3 clusters Score -96514.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -96514.328125 Penalty: 2290.443115
	Iteration 26F: 3 clusters Score -96514.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Entering Unmasked Estep 
Score: -3791888.500000 Penalty: 1713.895752
	Iteration 0F: 2 clusters Score -3791888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3766283.250000 Penalty: 3427.791504
	Iteration 0F: 3 clusters Score -3766283 nChanged 17669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3776213.250000 Penalty: 3427.791504
	Iteration 1F: 3 clusters Score -3776213 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3776725.250000 Penalty: 3427.791504
	Iteration 2Q: 3 clusters Score -3776725 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3777282.750000 Penalty: 3427.791504
	Iteration 3Q: 3 clusters Score -3777283 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3777959.250000 Penalty: 3427.791504
	Iteration 4Q: 3 clusters Score -3777959 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3778784.250000 Penalty: 3427.791504
	Iteration 5Q: 3 clusters Score -3778784 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3779876.250000 Penalty: 3427.791504
	Iteration 6F: 3 clusters Score -3779876 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3781398.250000 Penalty: 3427.791504
	Iteration 7F: 3 clusters Score -3781398 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3783334.500000 Penalty: 3427.791504
	Iteration 8F: 3 clusters Score -3783334 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3785419.500000 Penalty: 3427.791504
	Iteration 9F: 3 clusters Score -3785420 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -3786981.500000 Penalty: 3427.791504
	Iteration 10Q: 3 clusters Score -3786982 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -3787925.000000 Penalty: 3427.791504
	Iteration 11Q: 3 clusters Score -3787925 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -3788565.250000 Penalty: 3427.791504
	Iteration 12Q: 3 clusters Score -3788565 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -3788976.250000 Penalty: 3427.791504
	Iteration 13Q: 3 clusters Score -3788976 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -3789292.500000 Penalty: 3427.791504
	Iteration 14Q: 3 clusters Score -3789292 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -3789573.250000 Penalty: 3427.791504
	Iteration 15Q: 3 clusters Score -3789573 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -3789791.250000 Penalty: 3427.791504
	Iteration 16Q: 3 clusters Score -3789791 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -3789944.750000 Penalty: 3427.791504
	Iteration 17Q: 3 clusters Score -3789945 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -3790034.750000 Penalty: 3427.791504
	Iteration 18Q: 3 clusters Score -3790035 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -3790127.250000 Penalty: 3427.791504
	Iteration 19Q: 3 clusters Score -3790127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -3790167.500000 Penalty: 3427.791504
	Iteration 20F: 3 clusters Score -3790168 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -3790209.750000 Penalty: 3427.791504
	Iteration 21Q: 3 clusters Score -3790210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -3790254.750000 Penalty: 3427.791504
	Iteration 22Q: 3 clusters Score -3790255 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -3790301.000000 Penalty: 3427.791504
	Iteration 23Q: 3 clusters Score -3790301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -3790334.500000 Penalty: 3427.791504
	Iteration 24Q: 3 clusters Score -3790334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -3790357.750000 Penalty: 3427.791504
	Iteration 25Q: 3 clusters Score -3790358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -3790380.250000 Penalty: 3427.791504
	Iteration 26Q: 3 clusters Score -3790380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -3790390.750000 Penalty: 3427.791504
	Iteration 27Q: 3 clusters Score -3790391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -3790400.000000 Penalty: 3427.791504
	Iteration 28Q: 3 clusters Score -3790400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -3790407.250000 Penalty: 3427.791504
	Iteration 29Q: 3 clusters Score -3790407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -3790414.750000 Penalty: 3427.791504
	Iteration 30Q: 3 clusters Score -3790415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3790425.250000 Penalty: 3427.791504
	Iteration 31Q: 3 clusters Score -3790425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3790424.250000 Penalty: 3427.791504
	Iteration 32Q: 3 clusters Score -3790424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -3790427.500000 Penalty: 3427.791504
	Iteration 33Q: 3 clusters Score -3790428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -3790434.250000 Penalty: 3427.791504
	Iteration 34Q: 3 clusters Score -3790434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -3790437.000000 Penalty: 3427.791504
	Iteration 35Q: 3 clusters Score -3790437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -3790433.250000 Penalty: 3427.791504
	Iteration 36Q: 3 clusters Score -3790433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -3790440.750000 Penalty: 3427.791504
	Iteration 37Q: 3 clusters Score -3790441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -3790441.250000 Penalty: 3427.791504
	Iteration 38Q: 3 clusters Score -3790441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -3790441.750000 Penalty: 3427.791504
	Iteration 39Q: 3 clusters Score -3790442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -3790443.250000 Penalty: 3427.791504
	Iteration 40F: 3 clusters Score -3790443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -3790442.000000 Penalty: 3427.791504
	Iteration 41Q: 3 clusters Score -3790442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -3790440.500000 Penalty: 3427.791504
	Iteration 42Q: 3 clusters Score -3790440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -3790440.500000 Penalty: 3427.791504
	Iteration 43F: 3 clusters Score -3790440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (108098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108098 members 
Entering Unmasked Estep 
Score: -10712647.000000 Penalty: 1883.503906
	Iteration 0F: 2 clusters Score -1.071265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -10641237.000000 Penalty: 3767.007812
	Iteration 0F: 3 clusters Score -1.064124e+07 nChanged 51477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -10671733.000000 Penalty: 3767.007812
	Iteration 1F: 3 clusters Score -1.067173e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -10672974.000000 Penalty: 3767.007812
	Iteration 2Q: 3 clusters Score -1.067297e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -10674619.000000 Penalty: 3767.007812
	Iteration 3Q: 3 clusters Score -1.067462e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -10677452.000000 Penalty: 3767.007812
	Iteration 4F: 3 clusters Score -1.067745e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -10681419.000000 Penalty: 3767.007812
	Iteration 5F: 3 clusters Score -1.068142e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -10686834.000000 Penalty: 3767.007812
	Iteration 6F: 3 clusters Score -1.068683e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -10693287.000000 Penalty: 3767.007812
	Iteration 7F: 3 clusters Score -1.069329e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -10699642.000000 Penalty: 3767.007812
	Iteration 8F: 3 clusters Score -1.069964e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 100442 members 
Entering Unmasked Estep 
Score: -10705119.000000 Penalty: 3767.007812
	Iteration 9F: 3 clusters Score -1.070512e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -10708411.000000 Penalty: 3767.007812
	Iteration 10Q: 3 clusters Score -1.070841e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -10710140.000000 Penalty: 3767.007812
	Iteration 11Q: 3 clusters Score -1.071014e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -10710944.000000 Penalty: 3767.007812
	Iteration 12Q: 3 clusters Score -1.071094e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 107304 members 
Entering Unmasked Estep 
Score: -10711245.000000 Penalty: 3767.007812
	Iteration 13Q: 3 clusters Score -1.071124e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -10711361.000000 Penalty: 3767.007812
	Iteration 14Q: 3 clusters Score -1.071136e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -10711463.000000 Penalty: 3767.007812
	Iteration 15Q: 3 clusters Score -1.071146e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -10711498.000000 Penalty: 3767.007812
	Iteration 16Q: 3 clusters Score -1.07115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -10711527.000000 Penalty: 3767.007812
	Iteration 17Q: 3 clusters Score -1.071153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -10711546.000000 Penalty: 3767.007812
	Iteration 18Q: 3 clusters Score -1.071155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -10711552.000000 Penalty: 3767.007812
	Iteration 19Q: 3 clusters Score -1.071155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -10711556.000000 Penalty: 3767.007812
	Iteration 20F: 3 clusters Score -1.071156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 107674 members 
Entering Unmasked Estep 
Score: -10711574.000000 Penalty: 3767.007812
	Iteration 21Q: 3 clusters Score -1.071157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 107677 members 
Entering Unmasked Estep 
Score: -10711573.000000 Penalty: 3767.007812
	Iteration 22Q: 3 clusters Score -1.071157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -10711575.000000 Penalty: 3767.007812
	Iteration 23Q: 3 clusters Score -1.071158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -10711572.000000 Penalty: 3767.007812
	Iteration 24Q: 3 clusters Score -1.071157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -10711568.000000 Penalty: 3767.007812
	Iteration 25Q: 3 clusters Score -1.071157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -10711572.000000 Penalty: 3767.007812
	Iteration 26Q: 3 clusters Score -1.071157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
Score: -10711571.000000 Penalty: 3767.007812
	Iteration 27Q: 3 clusters Score -1.071157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
Score: -10711571.000000 Penalty: 3767.007812
	Iteration 28F: 3 clusters Score -1.071157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Entering Unmasked Estep 
Score: -1992287.625000 Penalty: 1606.199585
	Iteration 0F: 2 clusters Score -1992288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1978951.625000 Penalty: 3212.399170
	Iteration 0F: 3 clusters Score -1978952 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1983676.000000 Penalty: 3212.399170
	Iteration 1F: 3 clusters Score -1983676 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1984084.250000 Penalty: 3212.399170
	Iteration 2F: 3 clusters Score -1984084 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1984620.875000 Penalty: 3212.399170
	Iteration 3F: 3 clusters Score -1984621 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1985404.375000 Penalty: 3212.399170
	Iteration 4F: 3 clusters Score -1985404 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1986514.625000 Penalty: 3212.399170
	Iteration 5F: 3 clusters Score -1986515 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1987926.625000 Penalty: 3212.399170
	Iteration 6F: 3 clusters Score -1987927 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1989253.250000 Penalty: 3212.399170
	Iteration 7F: 3 clusters Score -1989253 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1990165.750000 Penalty: 3212.399170
	Iteration 8Q: 3 clusters Score -1990166 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1990599.875000 Penalty: 3212.399170
	Iteration 9Q: 3 clusters Score -1990600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1990779.625000 Penalty: 3212.399170
	Iteration 10Q: 3 clusters Score -1990780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1990850.625000 Penalty: 3212.399170
	Iteration 11Q: 3 clusters Score -1990851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1990891.375000 Penalty: 3212.399170
	Iteration 12Q: 3 clusters Score -1990891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1990919.625000 Penalty: 3212.399170
	Iteration 13Q: 3 clusters Score -1990920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1990936.000000 Penalty: 3212.399170
	Iteration 14Q: 3 clusters Score -1990936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1990949.875000 Penalty: 3212.399170
	Iteration 15Q: 3 clusters Score -1990950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1990953.375000 Penalty: 3212.399170
	Iteration 16Q: 3 clusters Score -1990953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1990960.000000 Penalty: 3212.399170
	Iteration 17Q: 3 clusters Score -1990960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1990964.875000 Penalty: 3212.399170
	Iteration 18Q: 3 clusters Score -1990965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1990967.625000 Penalty: 3212.399170
	Iteration 19Q: 3 clusters Score -1990968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1990970.500000 Penalty: 3212.399170
	Iteration 20F: 3 clusters Score -1990970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1990972.875000 Penalty: 3212.399170
	Iteration 21Q: 3 clusters Score -1990973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1990974.500000 Penalty: 3212.399170
	Iteration 22Q: 3 clusters Score -1990974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1990981.125000 Penalty: 3212.399170
	Iteration 23Q: 3 clusters Score -1990981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1990979.750000 Penalty: 3212.399170
	Iteration 24Q: 3 clusters Score -1990980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1990984.250000 Penalty: 3212.399170
	Iteration 25Q: 3 clusters Score -1990984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1990983.750000 Penalty: 3212.399170
	Iteration 26Q: 3 clusters Score -1990984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1990984.375000 Penalty: 3212.399170
	Iteration 27Q: 3 clusters Score -1990984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1990985.000000 Penalty: 3212.399170
	Iteration 28Q: 3 clusters Score -1990985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1990985.000000 Penalty: 3212.399170
	Iteration 29F: 3 clusters Score -1990985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -1030498.562500 Penalty: 1503.739746
	Iteration 0F: 2 clusters Score -1030499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1023064.625000 Penalty: 3007.479492
	Iteration 0F: 3 clusters Score -1023065 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1025620.250000 Penalty: 3007.479492
	Iteration 1F: 3 clusters Score -1025620 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1025996.187500 Penalty: 3007.479492
	Iteration 2F: 3 clusters Score -1025996 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1026361.000000 Penalty: 3007.479492
	Iteration 3F: 3 clusters Score -1026361 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1026814.437500 Penalty: 3007.479492
	Iteration 4F: 3 clusters Score -1026814 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1027289.875000 Penalty: 3007.479492
	Iteration 5F: 3 clusters Score -1027290 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1027767.000000 Penalty: 3007.479492
	Iteration 6F: 3 clusters Score -1027767 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1028265.562500 Penalty: 3007.479492
	Iteration 7F: 3 clusters Score -1028266 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1028660.187500 Penalty: 3007.479492
	Iteration 8Q: 3 clusters Score -1028660 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1028891.062500 Penalty: 3007.479492
	Iteration 9Q: 3 clusters Score -1028891 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1029028.812500 Penalty: 3007.479492
	Iteration 10Q: 3 clusters Score -1029029 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1029119.125000 Penalty: 3007.479492
	Iteration 11Q: 3 clusters Score -1029119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1029185.750000 Penalty: 3007.479492
	Iteration 12Q: 3 clusters Score -1029186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1029230.187500 Penalty: 3007.479492
	Iteration 13Q: 3 clusters Score -1029230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1029253.250000 Penalty: 3007.479492
	Iteration 14Q: 3 clusters Score -1029253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1029266.687500 Penalty: 3007.479492
	Iteration 15Q: 3 clusters Score -1029267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1029275.312500 Penalty: 3007.479492
	Iteration 16Q: 3 clusters Score -1029275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1029281.437500 Penalty: 3007.479492
	Iteration 17Q: 3 clusters Score -1029281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1029286.937500 Penalty: 3007.479492
	Iteration 18Q: 3 clusters Score -1029287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1029291.187500 Penalty: 3007.479492
	Iteration 19Q: 3 clusters Score -1029291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1029292.875000 Penalty: 3007.479492
	Iteration 20F: 3 clusters Score -1029293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1029295.562500 Penalty: 3007.479492
	Iteration 21Q: 3 clusters Score -1029296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1029299.062500 Penalty: 3007.479492
	Iteration 22Q: 3 clusters Score -1029299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1029302.125000 Penalty: 3007.479492
	Iteration 23Q: 3 clusters Score -1029302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1029303.687500 Penalty: 3007.479492
	Iteration 24Q: 3 clusters Score -1029304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1029303.687500 Penalty: 3007.479492
	Iteration 25F: 3 clusters Score -1029304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Entering Unmasked Estep 
Score: -6046752.000000 Penalty: 1790.481934
	Iteration 0F: 2 clusters Score -6046752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -6005936.500000 Penalty: 3580.963867
	Iteration 0F: 3 clusters Score -6005936 nChanged 28851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -6022597.500000 Penalty: 3580.963867
	Iteration 1F: 3 clusters Score -6022598 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -6023199.000000 Penalty: 3580.963867
	Iteration 2Q: 3 clusters Score -6023199 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -6023951.000000 Penalty: 3580.963867
	Iteration 3Q: 3 clusters Score -6023951 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6025084.500000 Penalty: 3580.963867
	Iteration 4Q: 3 clusters Score -6025084 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -6026488.000000 Penalty: 3580.963867
	Iteration 5Q: 3 clusters Score -6026488 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6028257.000000 Penalty: 3580.963867
	Iteration 6F: 3 clusters Score -6028257 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -6030304.500000 Penalty: 3580.963867
	Iteration 7F: 3 clusters Score -6030304 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -6032432.500000 Penalty: 3580.963867
	Iteration 8F: 3 clusters Score -6032432 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -6034309.500000 Penalty: 3580.963867
	Iteration 9F: 3 clusters Score -6034310 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -6035540.500000 Penalty: 3580.963867
	Iteration 10Q: 3 clusters Score -6035540 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -6036344.000000 Penalty: 3580.963867
	Iteration 11Q: 3 clusters Score -6036344 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -6036933.500000 Penalty: 3580.963867
	Iteration 12Q: 3 clusters Score -6036934 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -6037415.000000 Penalty: 3580.963867
	Iteration 13Q: 3 clusters Score -6037415 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -6037906.500000 Penalty: 3580.963867
	Iteration 14Q: 3 clusters Score -6037906 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -6038503.500000 Penalty: 3580.963867
	Iteration 15Q: 3 clusters Score -6038504 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -6039122.000000 Penalty: 3580.963867
	Iteration 16Q: 3 clusters Score -6039122 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -6039838.500000 Penalty: 3580.963867
	Iteration 17Q: 3 clusters Score -6039838 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -6040678.000000 Penalty: 3580.963867
	Iteration 18Q: 3 clusters Score -6040678 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -6041493.500000 Penalty: 3580.963867
	Iteration 19Q: 3 clusters Score -6041494 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -6042298.000000 Penalty: 3580.963867
	Iteration 20F: 3 clusters Score -6042298 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -6043068.000000 Penalty: 3580.963867
	Iteration 21Q: 3 clusters Score -6043068 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -6043712.500000 Penalty: 3580.963867
	Iteration 22Q: 3 clusters Score -6043712 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6044245.500000 Penalty: 3580.963867
	Iteration 23Q: 3 clusters Score -6044246 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6044589.500000 Penalty: 3580.963867
	Iteration 24Q: 3 clusters Score -6044590 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6044831.000000 Penalty: 3580.963867
	Iteration 25Q: 3 clusters Score -6044831 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6045034.500000 Penalty: 3580.963867
	Iteration 26Q: 3 clusters Score -6045034 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6045146.000000 Penalty: 3580.963867
	Iteration 27Q: 3 clusters Score -6045146 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -6045227.000000 Penalty: 3580.963867
	Iteration 28Q: 3 clusters Score -6045227 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6045304.500000 Penalty: 3580.963867
	Iteration 29Q: 3 clusters Score -6045304 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6045370.500000 Penalty: 3580.963867
	Iteration 30Q: 3 clusters Score -6045370 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6045421.500000 Penalty: 3580.963867
	Iteration 31Q: 3 clusters Score -6045422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6045451.500000 Penalty: 3580.963867
	Iteration 32Q: 3 clusters Score -6045452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -6045491.500000 Penalty: 3580.963867
	Iteration 33Q: 3 clusters Score -6045492 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6045516.500000 Penalty: 3580.963867
	Iteration 34Q: 3 clusters Score -6045516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6045525.000000 Penalty: 3580.963867
	Iteration 35Q: 3 clusters Score -6045525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6045540.000000 Penalty: 3580.963867
	Iteration 36Q: 3 clusters Score -6045540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6045561.000000 Penalty: 3580.963867
	Iteration 37Q: 3 clusters Score -6045561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6045572.000000 Penalty: 3580.963867
	Iteration 38Q: 3 clusters Score -6045572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6045589.000000 Penalty: 3580.963867
	Iteration 39Q: 3 clusters Score -6045589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -6045600.000000 Penalty: 3580.963867
	Iteration 40F: 3 clusters Score -6045600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6045605.000000 Penalty: 3580.963867
	Iteration 41Q: 3 clusters Score -6045605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6045611.000000 Penalty: 3580.963867
	Iteration 42Q: 3 clusters Score -6045611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6045622.500000 Penalty: 3580.963867
	Iteration 43Q: 3 clusters Score -6045622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6045618.500000 Penalty: 3580.963867
	Iteration 44Q: 3 clusters Score -6045618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6045613.000000 Penalty: 3580.963867
	Iteration 45Q: 3 clusters Score -6045613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6045620.000000 Penalty: 3580.963867
	Iteration 46Q: 3 clusters Score -6045620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6045632.500000 Penalty: 3580.963867
	Iteration 47Q: 3 clusters Score -6045632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6045625.500000 Penalty: 3580.963867
	Iteration 48Q: 3 clusters Score -6045626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6045636.500000 Penalty: 3580.963867
	Iteration 49Q: 3 clusters Score -6045636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6045636.500000 Penalty: 3580.963867
	Iteration 50Q: 3 clusters Score -6045636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6045625.500000 Penalty: 3580.963867
	Iteration 51Q: 3 clusters Score -6045626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6045629.500000 Penalty: 3580.963867
	Iteration 52Q: 3 clusters Score -6045630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6045624.500000 Penalty: 3580.963867
	Iteration 53Q: 3 clusters Score -6045624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6045621.000000 Penalty: 3580.963867
	Iteration 54Q: 3 clusters Score -6045621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6045627.500000 Penalty: 3580.963867
	Iteration 55Q: 3 clusters Score -6045628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6045627.500000 Penalty: 3580.963867
	Iteration 56Q: 3 clusters Score -6045628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6045627.500000 Penalty: 3580.963867
	Iteration 57F: 3 clusters Score -6045628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -218887.812500 Penalty: 1249.001343
	Iteration 0F: 2 clusters Score -218887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -216711.796875 Penalty: 2498.002686
	Iteration 0F: 3 clusters Score -216711.8 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -217150.906250 Penalty: 2498.002686
	Iteration 1F: 3 clusters Score -217150.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -217254.578125 Penalty: 2498.002686
	Iteration 2F: 3 clusters Score -217254.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -217355.312500 Penalty: 2498.002686
	Iteration 3F: 3 clusters Score -217355.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -217436.140625 Penalty: 2498.002686
	Iteration 4Q: 3 clusters Score -217436.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -217508.046875 Penalty: 2498.002686
	Iteration 5Q: 3 clusters Score -217508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217558.765625 Penalty: 2498.002686
	Iteration 6Q: 3 clusters Score -217558.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -217593.984375 Penalty: 2498.002686
	Iteration 7Q: 3 clusters Score -217594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -217631.890625 Penalty: 2498.002686
	Iteration 8Q: 3 clusters Score -217631.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -217655.843750 Penalty: 2498.002686
	Iteration 9Q: 3 clusters Score -217655.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -217681.484375 Penalty: 2498.002686
	Iteration 10Q: 3 clusters Score -217681.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -217707.031250 Penalty: 2498.002686
	Iteration 11Q: 3 clusters Score -217707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -217731.812500 Penalty: 2498.002686
	Iteration 12Q: 3 clusters Score -217731.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -217753.437500 Penalty: 2498.002686
	Iteration 13Q: 3 clusters Score -217753.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217771.593750 Penalty: 2498.002686
	Iteration 14Q: 3 clusters Score -217771.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -217792.843750 Penalty: 2498.002686
	Iteration 15Q: 3 clusters Score -217792.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -217806.609375 Penalty: 2498.002686
	Iteration 16Q: 3 clusters Score -217806.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217817.687500 Penalty: 2498.002686
	Iteration 17Q: 3 clusters Score -217817.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217826.906250 Penalty: 2498.002686
	Iteration 18Q: 3 clusters Score -217826.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217836.234375 Penalty: 2498.002686
	Iteration 19Q: 3 clusters Score -217836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -217844.843750 Penalty: 2498.002686
	Iteration 20F: 3 clusters Score -217844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -217851.281250 Penalty: 2498.002686
	Iteration 21Q: 3 clusters Score -217851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -217855.343750 Penalty: 2498.002686
	Iteration 22Q: 3 clusters Score -217855.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -217859.656250 Penalty: 2498.002686
	Iteration 23Q: 3 clusters Score -217859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -217861.250000 Penalty: 2498.002686
	Iteration 24Q: 3 clusters Score -217861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -217861.812500 Penalty: 2498.002686
	Iteration 25Q: 3 clusters Score -217861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217862.343750 Penalty: 2498.002686
	Iteration 26Q: 3 clusters Score -217862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -217863.265625 Penalty: 2498.002686
	Iteration 27Q: 3 clusters Score -217863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217864.187500 Penalty: 2498.002686
	Iteration 28Q: 3 clusters Score -217864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217864.562500 Penalty: 2498.002686
	Iteration 29Q: 3 clusters Score -217864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -217865.468750 Penalty: 2498.002686
	Iteration 30Q: 3 clusters Score -217865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -217865.906250 Penalty: 2498.002686
	Iteration 31Q: 3 clusters Score -217865.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -217865.906250 Penalty: 2498.002686
	Iteration 32F: 3 clusters Score -217865.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Entering Unmasked Estep 
Score: -1471463.000000 Penalty: 1561.743042
	Iteration 0F: 2 clusters Score -1471463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1461083.750000 Penalty: 3123.486084
	Iteration 0F: 3 clusters Score -1461084 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1464762.750000 Penalty: 3123.486084
	Iteration 1F: 3 clusters Score -1464763 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1465058.250000 Penalty: 3123.486084
	Iteration 2F: 3 clusters Score -1465058 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1465319.500000 Penalty: 3123.486084
	Iteration 3Q: 3 clusters Score -1465320 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1465576.875000 Penalty: 3123.486084
	Iteration 4Q: 3 clusters Score -1465577 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1465908.625000 Penalty: 3123.486084
	Iteration 5Q: 3 clusters Score -1465909 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1466305.125000 Penalty: 3123.486084
	Iteration 6Q: 3 clusters Score -1466305 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1466775.000000 Penalty: 3123.486084
	Iteration 7F: 3 clusters Score -1466775 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1467336.625000 Penalty: 3123.486084
	Iteration 8F: 3 clusters Score -1467337 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1467872.625000 Penalty: 3123.486084
	Iteration 9F: 3 clusters Score -1467873 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1468366.250000 Penalty: 3123.486084
	Iteration 10Q: 3 clusters Score -1468366 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1468799.500000 Penalty: 3123.486084
	Iteration 11Q: 3 clusters Score -1468800 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1469127.875000 Penalty: 3123.486084
	Iteration 12Q: 3 clusters Score -1469128 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1469380.125000 Penalty: 3123.486084
	Iteration 13Q: 3 clusters Score -1469380 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1469573.375000 Penalty: 3123.486084
	Iteration 14Q: 3 clusters Score -1469573 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1469738.500000 Penalty: 3123.486084
	Iteration 15Q: 3 clusters Score -1469738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1469867.375000 Penalty: 3123.486084
	Iteration 16Q: 3 clusters Score -1469867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1469945.625000 Penalty: 3123.486084
	Iteration 17Q: 3 clusters Score -1469946 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1470013.750000 Penalty: 3123.486084
	Iteration 18Q: 3 clusters Score -1470014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1470073.000000 Penalty: 3123.486084
	Iteration 19Q: 3 clusters Score -1470073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1470121.250000 Penalty: 3123.486084
	Iteration 20F: 3 clusters Score -1470121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1470154.750000 Penalty: 3123.486084
	Iteration 21Q: 3 clusters Score -1470155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1470184.000000 Penalty: 3123.486084
	Iteration 22Q: 3 clusters Score -1470184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1470196.250000 Penalty: 3123.486084
	Iteration 23Q: 3 clusters Score -1470196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1470212.750000 Penalty: 3123.486084
	Iteration 24Q: 3 clusters Score -1470213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1470223.625000 Penalty: 3123.486084
	Iteration 25Q: 3 clusters Score -1470224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1470229.000000 Penalty: 3123.486084
	Iteration 26Q: 3 clusters Score -1470229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1470235.625000 Penalty: 3123.486084
	Iteration 27Q: 3 clusters Score -1470236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1470237.125000 Penalty: 3123.486084
	Iteration 28Q: 3 clusters Score -1470237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1470243.500000 Penalty: 3123.486084
	Iteration 29Q: 3 clusters Score -1470244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1470246.500000 Penalty: 3123.486084
	Iteration 30Q: 3 clusters Score -1470246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1470250.000000 Penalty: 3123.486084
	Iteration 31Q: 3 clusters Score -1470250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1470252.000000 Penalty: 3123.486084
	Iteration 32Q: 3 clusters Score -1470252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1470253.250000 Penalty: 3123.486084
	Iteration 33Q: 3 clusters Score -1470253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1470254.000000 Penalty: 3123.486084
	Iteration 34Q: 3 clusters Score -1470254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1470260.250000 Penalty: 3123.486084
	Iteration 35Q: 3 clusters Score -1470260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1470260.250000 Penalty: 3123.486084
	Iteration 36Q: 3 clusters Score -1470260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1470265.625000 Penalty: 3123.486084
	Iteration 37Q: 3 clusters Score -1470266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1470266.875000 Penalty: 3123.486084
	Iteration 38Q: 3 clusters Score -1470267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1470266.875000 Penalty: 3123.486084
	Iteration 39F: 3 clusters Score -1470267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Entering Unmasked Estep 
Score: -1419080.500000 Penalty: 1556.677979
	Iteration 0F: 2 clusters Score -1419080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1408958.250000 Penalty: 3113.355957
	Iteration 0F: 3 clusters Score -1408958 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1412527.125000 Penalty: 3113.355957
	Iteration 1F: 3 clusters Score -1412527 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1412782.750000 Penalty: 3113.355957
	Iteration 2Q: 3 clusters Score -1412783 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1413014.625000 Penalty: 3113.355957
	Iteration 3Q: 3 clusters Score -1413015 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1413248.750000 Penalty: 3113.355957
	Iteration 4Q: 3 clusters Score -1413249 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1413542.375000 Penalty: 3113.355957
	Iteration 5Q: 3 clusters Score -1413542 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1413952.625000 Penalty: 3113.355957
	Iteration 6F: 3 clusters Score -1413953 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1414451.750000 Penalty: 3113.355957
	Iteration 7F: 3 clusters Score -1414452 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1415053.750000 Penalty: 3113.355957
	Iteration 8F: 3 clusters Score -1415054 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1415783.625000 Penalty: 3113.355957
	Iteration 9F: 3 clusters Score -1415784 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1416478.125000 Penalty: 3113.355957
	Iteration 10F: 3 clusters Score -1416478 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1417045.625000 Penalty: 3113.355957
	Iteration 11Q: 3 clusters Score -1417046 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1417431.000000 Penalty: 3113.355957
	Iteration 12Q: 3 clusters Score -1417431 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1417643.500000 Penalty: 3113.355957
	Iteration 13Q: 3 clusters Score -1417644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1417756.375000 Penalty: 3113.355957
	Iteration 14Q: 3 clusters Score -1417756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1417823.125000 Penalty: 3113.355957
	Iteration 15Q: 3 clusters Score -1417823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1417858.000000 Penalty: 3113.355957
	Iteration 16Q: 3 clusters Score -1417858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1417871.375000 Penalty: 3113.355957
	Iteration 17Q: 3 clusters Score -1417871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1417877.750000 Penalty: 3113.355957
	Iteration 18Q: 3 clusters Score -1417878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1417888.875000 Penalty: 3113.355957
	Iteration 19Q: 3 clusters Score -1417889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1417896.375000 Penalty: 3113.355957
	Iteration 20F: 3 clusters Score -1417896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1417901.000000 Penalty: 3113.355957
	Iteration 21Q: 3 clusters Score -1417901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1417907.500000 Penalty: 3113.355957
	Iteration 22Q: 3 clusters Score -1417908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1417909.750000 Penalty: 3113.355957
	Iteration 23Q: 3 clusters Score -1417910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1417910.500000 Penalty: 3113.355957
	Iteration 24Q: 3 clusters Score -1417910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1417910.250000 Penalty: 3113.355957
	Iteration 25Q: 3 clusters Score -1417910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1417914.500000 Penalty: 3113.355957
	Iteration 26Q: 3 clusters Score -1417914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1417914.625000 Penalty: 3113.355957
	Iteration 27Q: 3 clusters Score -1417915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1417916.500000 Penalty: 3113.355957
	Iteration 28Q: 3 clusters Score -1417916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1417919.000000 Penalty: 3113.355957
	Iteration 29Q: 3 clusters Score -1417919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1417918.500000 Penalty: 3113.355957
	Iteration 30Q: 3 clusters Score -1417918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1417921.625000 Penalty: 3113.355957
	Iteration 31Q: 3 clusters Score -1417922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1417924.375000 Penalty: 3113.355957
	Iteration 32Q: 3 clusters Score -1417924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1417920.500000 Penalty: 3113.355957
	Iteration 33Q: 3 clusters Score -1417920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1417920.375000 Penalty: 3113.355957
	Iteration 34Q: 3 clusters Score -1417920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1417920.375000 Penalty: 3113.355957
	Iteration 35F: 3 clusters Score -1417920 nChanged 0
--- Evaluating fit on full set of 1635949 points ---
Entering Unmasked Estep 
Score: -156413344.000000 Penalty: 60450.175781
23->27 Clusters: Score -156413344.000000, best is -157129152.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 545316 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 23844 members 
Mstep: Class 3 contains 23751 members 
Mstep: Class 4 contains 23633 members 
Mstep: Class 5 contains 24118 members 
Mstep: Class 6 contains 23648 members 
Mstep: Class 7 contains 23932 members 
Mstep: Class 8 contains 23954 members 
Mstep: Class 9 contains 23964 members 
Mstep: Class 10 contains 23541 members 
Mstep: Class 11 contains 23706 members 
Mstep: Class 12 contains 23532 members 
Mstep: Class 13 contains 23806 members 
Mstep: Class 14 contains 23768 members 
Mstep: Class 15 contains 23372 members 
Mstep: Class 16 contains 23891 members 
Mstep: Class 17 contains 23523 members 
Mstep: Class 18 contains 23861 members 
Mstep: Class 19 contains 23689 members 
Mstep: Class 20 contains 23513 members 
Mstep: Class 21 contains 23558 members 
Mstep: Class 22 contains 23707 members 
Mstep: Class 23 contains 23526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 429.281494 but Gain 2146.484375
Score: -50084840.000000 Penalty: 47222.605469
Iteration 0F: 23 clusters Score -5.008484e+07 nChanged 520201
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 44089 members 
Mstep: Class 3 contains 34214 members 
Mstep: Class 4 contains 26805 members 
Mstep: Class 5 contains 19491 members 
Mstep: Class 6 contains 20645 members 
Mstep: Class 7 contains 10300 members 
Mstep: Class 8 contains 29169 members 
Mstep: Class 9 contains 28424 members 
Mstep: Class 10 contains 9908 members 
Mstep: Class 11 contains 37548 members 
Mstep: Class 12 contains 19759 members 
Mstep: Class 13 contains 24566 members 
Mstep: Class 14 contains 25530 members 
Mstep: Class 15 contains 36498 members 
Mstep: Class 16 contains 22202 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 34558 members 
Mstep: Class 20 contains 19310 members 
Mstep: Class 21 contains 12264 members 
Mstep: Class 22 contains 25253 members 
Mstep: Class 23 contains 29706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51317448.000000 Penalty: 47222.605469
Iteration 1F: 23 clusters Score -5.131745e+07 nChanged 204754
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 66464 members 
Mstep: Class 3 contains 38800 members 
Mstep: Class 4 contains 25267 members 
Mstep: Class 5 contains 19325 members 
Mstep: Class 6 contains 20404 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 29956 members 
Mstep: Class 9 contains 25060 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 41961 members 
Mstep: Class 12 contains 18828 members 
Mstep: Class 13 contains 16472 members 
Mstep: Class 14 contains 24342 members 
Mstep: Class 15 contains 38714 members 
Mstep: Class 16 contains 22796 members 
Mstep: Class 18 contains 7546 members 
Mstep: Class 19 contains 27598 members 
Mstep: Class 20 contains 15921 members 
Mstep: Class 21 contains 11083 members 
Mstep: Class 22 contains 24640 members 
Mstep: Class 23 contains 29915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51664428.000000 Penalty: 47222.605469
Iteration 2F: 23 clusters Score -5.166443e+07 nChanged 147522
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 80482 members 
Mstep: Class 3 contains 41834 members 
Mstep: Class 4 contains 26138 members 
Mstep: Class 5 contains 23350 members 
Mstep: Class 6 contains 18078 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 31859 members 
Mstep: Class 9 contains 23391 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 50757 members 
Mstep: Class 12 contains 17601 members 
Mstep: Class 13 contains 14035 members 
Mstep: Class 14 contains 20423 members 
Mstep: Class 15 contains 39190 members 
Mstep: Class 16 contains 19227 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 24822 members 
Mstep: Class 20 contains 13416 members 
Mstep: Class 21 contains 11864 members 
Mstep: Class 22 contains 21807 members 
Mstep: Class 23 contains 28391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51849928.000000 Penalty: 47222.605469
Iteration 3F: 23 clusters Score -5.184993e+07 nChanged 110884
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 93722 members 
Mstep: Class 3 contains 43076 members 
Mstep: Class 4 contains 27184 members 
Mstep: Class 5 contains 27140 members 
Mstep: Class 6 contains 15630 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 33394 members 
Mstep: Class 9 contains 23107 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 60850 members 
Mstep: Class 12 contains 17125 members 
Mstep: Class 13 contains 13273 members 
Mstep: Class 14 contains 15954 members 
Mstep: Class 15 contains 38147 members 
Mstep: Class 16 contains 14062 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 19 contains 21950 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 13879 members 
Mstep: Class 22 contains 19313 members 
Mstep: Class 23 contains 24711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1974.633179 but Gain 2146.480469
Score: -51964392.000000 Penalty: 45076.125000
Iteration 4F: 22 clusters Score -5.196439e+07 nChanged 89701
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 109398 members 
Mstep: Class 3 contains 42190 members 
Mstep: Class 4 contains 28072 members 
Mstep: Class 5 contains 30155 members 
Mstep: Class 6 contains 13020 members 
Mstep: Class 8 contains 35031 members 
Mstep: Class 9 contains 22477 members 
Mstep: Class 10 contains 2337 members 
Mstep: Class 11 contains 68724 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 13 contains 13114 members 
Mstep: Class 14 contains 12512 members 
Mstep: Class 15 contains 37262 members 
Mstep: Class 16 contains 9154 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 9595 members 
Mstep: Class 21 contains 16678 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 19064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2075.561035 but Gain 2146.484375
Score: -52045532.000000 Penalty: 42929.640625
Iteration 5F: 21 clusters Score -5.204553e+07 nChanged 75470
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 127441 members 
Mstep: Class 3 contains 38374 members 
Mstep: Class 4 contains 28491 members 
Mstep: Class 5 contains 33330 members 
Mstep: Class 6 contains 10600 members 
Mstep: Class 8 contains 35110 members 
Mstep: Class 9 contains 20926 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 73947 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 13252 members 
Mstep: Class 14 contains 10184 members 
Mstep: Class 15 contains 36469 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 19 contains 17266 members 
Mstep: Class 20 contains 8399 members 
Mstep: Class 21 contains 19954 members 
Mstep: Class 22 contains 15309 members 
Mstep: Class 23 contains 12609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52112192.000000 Penalty: 42929.640625
Iteration 6F: 21 clusters Score -5.211219e+07 nChanged 63763
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 144984 members 
Mstep: Class 3 contains 32040 members 
Mstep: Class 4 contains 28378 members 
Mstep: Class 5 contains 37605 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 8 contains 34275 members 
Mstep: Class 9 contains 18450 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 77263 members 
Mstep: Class 12 contains 20498 members 
Mstep: Class 13 contains 13301 members 
Mstep: Class 14 contains 8355 members 
Mstep: Class 15 contains 35417 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 19 contains 15656 members 
Mstep: Class 20 contains 7672 members 
Mstep: Class 21 contains 23465 members 
Mstep: Class 22 contains 12258 members 
Mstep: Class 23 contains 7234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52168176.000000 Penalty: 42929.640625
Iteration 7F: 21 clusters Score -5.216818e+07 nChanged 53190
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 159431 members 
Mstep: Class 3 contains 24865 members 
Mstep: Class 4 contains 28077 members 
Mstep: Class 5 contains 42399 members 
Mstep: Class 6 contains 7557 members 
Mstep: Class 8 contains 33325 members 
Mstep: Class 9 contains 15879 members 
Mstep: Class 10 contains 2572 members 
Mstep: Class 11 contains 79260 members 
Mstep: Class 12 contains 21187 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 6718 members 
Mstep: Class 15 contains 34015 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 21 contains 26827 members 
Mstep: Class 22 contains 9394 members 
Mstep: Class 23 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1503.344482 but Gain 2146.480469
Score: -52215308.000000 Penalty: 40783.160156
Iteration 8F: 20 clusters Score -5.221531e+07 nChanged 43773
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 171582 members 
Mstep: Class 3 contains 18148 members 
Mstep: Class 4 contains 27664 members 
Mstep: Class 5 contains 46154 members 
Mstep: Class 6 contains 7190 members 
Mstep: Class 8 contains 32933 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 79926 members 
Mstep: Class 12 contains 21640 members 
Mstep: Class 13 contains 13705 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 31992 members 
Mstep: Class 19 contains 13606 members 
Mstep: Class 20 contains 6527 members 
Mstep: Class 21 contains 30155 members 
Mstep: Class 22 contains 7805 members 
Mstep: Class 23 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1631.531860 but Gain 2146.480469
Score: -52252356.000000 Penalty: 38636.679688
Iteration 9F: 19 clusters Score -5.225236e+07 nChanged 35414
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 181524 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 27023 members 
Mstep: Class 5 contains 48650 members 
Mstep: Class 6 contains 7194 members 
Mstep: Class 8 contains 32497 members 
Mstep: Class 9 contains 11357 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 79663 members 
Mstep: Class 12 contains 22186 members 
Mstep: Class 13 contains 13828 members 
Mstep: Class 14 contains 4261 members 
Mstep: Class 15 contains 29332 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 6084 members 
Mstep: Class 21 contains 33106 members 
Mstep: Class 22 contains 7330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52275376.000000 Penalty: 38636.679688
Iteration 10F: 19 clusters Score -5.227538e+07 nChanged 27450
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 188237 members 
Mstep: Class 3 contains 8642 members 
Mstep: Class 4 contains 26348 members 
Mstep: Class 5 contains 49999 members 
Mstep: Class 6 contains 7242 members 
Mstep: Class 8 contains 32210 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 78820 members 
Mstep: Class 12 contains 22824 members 
Mstep: Class 13 contains 13837 members 
Mstep: Class 14 contains 3328 members 
Mstep: Class 15 contains 26568 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 5545 members 
Mstep: Class 21 contains 35525 members 
Mstep: Class 22 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52286688.000000 Penalty: 38636.679688
Iteration 11F: 19 clusters Score -5.228669e+07 nChanged 22161
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 192272 members 
Mstep: Class 3 contains 6091 members 
Mstep: Class 4 contains 25846 members 
Mstep: Class 5 contains 50931 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 8 contains 32095 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 77843 members 
Mstep: Class 12 contains 23448 members 
Mstep: Class 13 contains 13726 members 
Mstep: Class 14 contains 2676 members 
Mstep: Class 15 contains 24065 members 
Mstep: Class 19 contains 12235 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 21 contains 37761 members 
Mstep: Class 22 contains 8512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52294384.000000 Penalty: 38636.679688
Iteration 12Q: 19 clusters Score -5.229438e+07 nChanged 17887
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 194187 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 25424 members 
Mstep: Class 5 contains 51408 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 8 contains 32146 members 
Mstep: Class 9 contains 6762 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 76573 members 
Mstep: Class 12 contains 24001 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 21937 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 4912 members 
Mstep: Class 21 contains 39986 members 
Mstep: Class 22 contains 9596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52300060.000000 Penalty: 38636.679688
Iteration 13Q: 19 clusters Score -5.230006e+07 nChanged 14704
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 194743 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 25090 members 
Mstep: Class 5 contains 51575 members 
Mstep: Class 6 contains 6930 members 
Mstep: Class 8 contains 32291 members 
Mstep: Class 9 contains 5914 members 
Mstep: Class 10 contains 1690 members 
Mstep: Class 11 contains 75092 members 
Mstep: Class 12 contains 24489 members 
Mstep: Class 13 contains 13302 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 20078 members 
Mstep: Class 19 contains 11772 members 
Mstep: Class 20 contains 4773 members 
Mstep: Class 21 contains 42418 members 
Mstep: Class 22 contains 10816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52305528.000000 Penalty: 38636.679688
Iteration 14Q: 19 clusters Score -5.230553e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 194434 members 
Mstep: Class 3 contains 3667 members 
Mstep: Class 4 contains 24839 members 
Mstep: Class 5 contains 51494 members 
Mstep: Class 6 contains 6810 members 
Mstep: Class 8 contains 32472 members 
Mstep: Class 9 contains 5258 members 
Mstep: Class 10 contains 1559 members 
Mstep: Class 11 contains 73429 members 
Mstep: Class 12 contains 24893 members 
Mstep: Class 13 contains 12972 members 
Mstep: Class 14 contains 2186 members 
Mstep: Class 15 contains 18315 members 
Mstep: Class 19 contains 11561 members 
Mstep: Class 20 contains 4646 members 
Mstep: Class 21 contains 45298 members 
Mstep: Class 22 contains 12100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52310668.000000 Penalty: 38636.679688
Iteration 15Q: 19 clusters Score -5.231067e+07 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 193584 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 24614 members 
Mstep: Class 5 contains 51174 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 8 contains 32635 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 71641 members 
Mstep: Class 12 contains 25218 members 
Mstep: Class 13 contains 12555 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 16585 members 
Mstep: Class 19 contains 11381 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 48650 members 
Mstep: Class 22 contains 13276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52315068.000000 Penalty: 38636.679688
Iteration 16Q: 19 clusters Score -5.231507e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 192328 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 24406 members 
Mstep: Class 5 contains 50642 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 8 contains 32802 members 
Mstep: Class 9 contains 4567 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 69884 members 
Mstep: Class 12 contains 25483 members 
Mstep: Class 13 contains 12104 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 4591 members 
Mstep: Class 21 contains 52285 members 
Mstep: Class 22 contains 14339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52319668.000000 Penalty: 38636.679688
Iteration 17Q: 19 clusters Score -5.231967e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 190806 members 
Mstep: Class 3 contains 3281 members 
Mstep: Class 4 contains 24220 members 
Mstep: Class 5 contains 49905 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 8 contains 32900 members 
Mstep: Class 9 contains 4371 members 
Mstep: Class 10 contains 1377 members 
Mstep: Class 11 contains 68225 members 
Mstep: Class 12 contains 25718 members 
Mstep: Class 13 contains 11685 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 13415 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 21 contains 56153 members 
Mstep: Class 22 contains 15249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52324004.000000 Penalty: 38636.679688
Iteration 18Q: 19 clusters Score -5.2324e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 188951 members 
Mstep: Class 3 contains 3234 members 
Mstep: Class 4 contains 24025 members 
Mstep: Class 5 contains 49033 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 8 contains 32980 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 66602 members 
Mstep: Class 12 contains 25900 members 
Mstep: Class 13 contains 11312 members 
Mstep: Class 14 contains 2432 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 60248 members 
Mstep: Class 22 contains 16114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52328212.000000 Penalty: 38636.679688
Iteration 19Q: 19 clusters Score -5.232821e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 186877 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 23865 members 
Mstep: Class 5 contains 48095 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 8 contains 33023 members 
Mstep: Class 9 contains 4302 members 
Mstep: Class 10 contains 1310 members 
Mstep: Class 11 contains 64974 members 
Mstep: Class 12 contains 26093 members 
Mstep: Class 13 contains 10904 members 
Mstep: Class 14 contains 2490 members 
Mstep: Class 15 contains 10748 members 
Mstep: Class 19 contains 11086 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 64519 members 
Mstep: Class 22 contains 16919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52333204.000000 Penalty: 38636.679688
Iteration 20F: 19 clusters Score -5.23332e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 184554 members 
Mstep: Class 3 contains 3109 members 
Mstep: Class 4 contains 23698 members 
Mstep: Class 5 contains 47098 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 8 contains 33021 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 1335 members 
Mstep: Class 11 contains 63198 members 
Mstep: Class 12 contains 26235 members 
Mstep: Class 13 contains 10488 members 
Mstep: Class 14 contains 2586 members 
Mstep: Class 15 contains 9758 members 
Mstep: Class 19 contains 10951 members 
Mstep: Class 20 contains 4696 members 
Mstep: Class 21 contains 68861 members 
Mstep: Class 22 contains 17790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52338104.000000 Penalty: 38636.679688
Iteration 21Q: 19 clusters Score -5.23381e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 182029 members 
Mstep: Class 3 contains 3068 members 
Mstep: Class 4 contains 23586 members 
Mstep: Class 5 contains 46066 members 
Mstep: Class 6 contains 6590 members 
Mstep: Class 8 contains 32943 members 
Mstep: Class 9 contains 4489 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 61513 members 
Mstep: Class 12 contains 26329 members 
Mstep: Class 13 contains 10038 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 9062 members 
Mstep: Class 19 contains 10812 members 
Mstep: Class 20 contains 4768 members 
Mstep: Class 21 contains 73124 members 
Mstep: Class 22 contains 18594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52343084.000000 Penalty: 38636.679688
Iteration 22Q: 19 clusters Score -5.234308e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 179341 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 23457 members 
Mstep: Class 5 contains 45025 members 
Mstep: Class 6 contains 6560 members 
Mstep: Class 8 contains 32878 members 
Mstep: Class 9 contains 4632 members 
Mstep: Class 10 contains 1429 members 
Mstep: Class 11 contains 59914 members 
Mstep: Class 12 contains 26400 members 
Mstep: Class 13 contains 9594 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 8637 members 
Mstep: Class 19 contains 10731 members 
Mstep: Class 20 contains 4875 members 
Mstep: Class 21 contains 77278 members 
Mstep: Class 22 contains 19293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52347276.000000 Penalty: 38636.679688
Iteration 23Q: 19 clusters Score -5.234728e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 176591 members 
Mstep: Class 3 contains 2989 members 
Mstep: Class 4 contains 23343 members 
Mstep: Class 5 contains 44004 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 8 contains 32808 members 
Mstep: Class 9 contains 4771 members 
Mstep: Class 10 contains 1492 members 
Mstep: Class 11 contains 58459 members 
Mstep: Class 12 contains 26481 members 
Mstep: Class 13 contains 9131 members 
Mstep: Class 14 contains 2840 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 19 contains 10637 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 81209 members 
Mstep: Class 22 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52351204.000000 Penalty: 38636.679688
Iteration 24Q: 19 clusters Score -5.23512e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 173907 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 23196 members 
Mstep: Class 5 contains 42988 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 8 contains 32748 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 1541 members 
Mstep: Class 11 contains 57080 members 
Mstep: Class 12 contains 26584 members 
Mstep: Class 13 contains 8711 members 
Mstep: Class 14 contains 2910 members 
Mstep: Class 15 contains 8338 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 5179 members 
Mstep: Class 21 contains 84908 members 
Mstep: Class 22 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52354588.000000 Penalty: 38636.679688
Iteration 25Q: 19 clusters Score -5.235459e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 171172 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 23016 members 
Mstep: Class 5 contains 42000 members 
Mstep: Class 6 contains 6530 members 
Mstep: Class 8 contains 32730 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 1625 members 
Mstep: Class 11 contains 55760 members 
Mstep: Class 12 contains 26659 members 
Mstep: Class 13 contains 8363 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 8267 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 5333 members 
Mstep: Class 21 contains 88534 members 
Mstep: Class 22 contains 20892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52357476.000000 Penalty: 38636.679688
Iteration 26Q: 19 clusters Score -5.235748e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 168459 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 22822 members 
Mstep: Class 5 contains 41036 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 8 contains 32732 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 1687 members 
Mstep: Class 11 contains 54537 members 
Mstep: Class 12 contains 26712 members 
Mstep: Class 13 contains 8057 members 
Mstep: Class 14 contains 3076 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 5507 members 
Mstep: Class 21 contains 92029 members 
Mstep: Class 22 contains 21325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52359940.000000 Penalty: 38636.679688
Iteration 27Q: 19 clusters Score -5.235994e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 165669 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 22647 members 
Mstep: Class 5 contains 40066 members 
Mstep: Class 6 contains 6501 members 
Mstep: Class 8 contains 32774 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 1713 members 
Mstep: Class 11 contains 53412 members 
Mstep: Class 12 contains 26760 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 8183 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 5685 members 
Mstep: Class 21 contains 95437 members 
Mstep: Class 22 contains 21728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52361892.000000 Penalty: 38636.679688
Iteration 28Q: 19 clusters Score -5.236189e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 162727 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 39180 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 8 contains 32880 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 1741 members 
Mstep: Class 11 contains 52304 members 
Mstep: Class 12 contains 26804 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 8167 members 
Mstep: Class 19 contains 10354 members 
Mstep: Class 20 contains 5865 members 
Mstep: Class 21 contains 98817 members 
Mstep: Class 22 contains 22092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52363516.000000 Penalty: 38636.679688
Iteration 29Q: 19 clusters Score -5.236352e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 159599 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 38377 members 
Mstep: Class 6 contains 6485 members 
Mstep: Class 8 contains 32947 members 
Mstep: Class 9 contains 5602 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 51303 members 
Mstep: Class 12 contains 26831 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 102291 members 
Mstep: Class 22 contains 22460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365112.000000 Penalty: 38636.679688
Iteration 30Q: 19 clusters Score -5.236511e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 156417 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 22154 members 
Mstep: Class 5 contains 37634 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 8 contains 33016 members 
Mstep: Class 9 contains 5689 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 50374 members 
Mstep: Class 12 contains 26849 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 3401 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 105661 members 
Mstep: Class 22 contains 22848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365836.000000 Penalty: 38636.679688
Iteration 31Q: 19 clusters Score -5.236584e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 153230 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 22011 members 
Mstep: Class 5 contains 36948 members 
Mstep: Class 6 contains 6504 members 
Mstep: Class 8 contains 33102 members 
Mstep: Class 9 contains 5748 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 49430 members 
Mstep: Class 12 contains 26892 members 
Mstep: Class 13 contains 7094 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 8176 members 
Mstep: Class 19 contains 10257 members 
Mstep: Class 20 contains 6322 members 
Mstep: Class 21 contains 108977 members 
Mstep: Class 22 contains 23256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52367012.000000 Penalty: 38636.679688
Iteration 32Q: 19 clusters Score -5.236701e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 150057 members 
Mstep: Class 3 contains 2773 members 
Mstep: Class 4 contains 21891 members 
Mstep: Class 5 contains 36304 members 
Mstep: Class 6 contains 6504 members 
Mstep: Class 8 contains 33220 members 
Mstep: Class 9 contains 5783 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 48577 members 
Mstep: Class 12 contains 26930 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 15 contains 8180 members 
Mstep: Class 19 contains 10226 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 112207 members 
Mstep: Class 22 contains 23580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52368936.000000 Penalty: 38636.679688
Iteration 33Q: 19 clusters Score -5.236894e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 147025 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 21797 members 
Mstep: Class 5 contains 35737 members 
Mstep: Class 6 contains 6494 members 
Mstep: Class 8 contains 33307 members 
Mstep: Class 9 contains 5776 members 
Mstep: Class 10 contains 1810 members 
Mstep: Class 11 contains 47820 members 
Mstep: Class 12 contains 26975 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 19 contains 10181 members 
Mstep: Class 20 contains 6603 members 
Mstep: Class 21 contains 115300 members 
Mstep: Class 22 contains 23876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52370020.000000 Penalty: 38636.679688
Iteration 34Q: 19 clusters Score -5.237002e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 144261 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 21722 members 
Mstep: Class 5 contains 35181 members 
Mstep: Class 6 contains 6484 members 
Mstep: Class 8 contains 33360 members 
Mstep: Class 9 contains 5781 members 
Mstep: Class 10 contains 1815 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 27021 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 8184 members 
Mstep: Class 19 contains 10134 members 
Mstep: Class 20 contains 6747 members 
Mstep: Class 21 contains 118097 members 
Mstep: Class 22 contains 24077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371140.000000 Penalty: 38636.679688
Iteration 35Q: 19 clusters Score -5.237114e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 141873 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 21689 members 
Mstep: Class 5 contains 34676 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 8 contains 33415 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 1825 members 
Mstep: Class 11 contains 46659 members 
Mstep: Class 12 contains 27051 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 19 contains 10090 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 120441 members 
Mstep: Class 22 contains 24235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372224.000000 Penalty: 38636.679688
Iteration 36Q: 19 clusters Score -5.237222e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 139878 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 21662 members 
Mstep: Class 5 contains 34228 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 8 contains 33442 members 
Mstep: Class 9 contains 5814 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 19 contains 10057 members 
Mstep: Class 20 contains 7016 members 
Mstep: Class 21 contains 122383 members 
Mstep: Class 22 contains 24354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372960.000000 Penalty: 38636.679688
Iteration 37Q: 19 clusters Score -5.237296e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 138147 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 21652 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 6455 members 
Mstep: Class 8 contains 33480 members 
Mstep: Class 9 contains 5809 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 45803 members 
Mstep: Class 12 contains 27124 members 
Mstep: Class 13 contains 6524 members 
Mstep: Class 14 contains 3880 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 19 contains 10025 members 
Mstep: Class 20 contains 7152 members 
Mstep: Class 21 contains 124030 members 
Mstep: Class 22 contains 24433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373340.000000 Penalty: 38636.679688
Iteration 38Q: 19 clusters Score -5.237334e+07 nChanged 2865
Entering ConstructFrom: 
Score: -52373340.000000 Penalty: 38636.679688
Entering ConstructFrom: 
Trying to split cluster 1 (44722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Entering Unmasked Estep 
Score: -4454505.000000 Penalty: 1740.085815
	Iteration 0F: 2 clusters Score -4454505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4424517.000000 Penalty: 3480.171631
	Iteration 0F: 3 clusters Score -4424517 nChanged 20926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4436356.500000 Penalty: 3480.171631
	Iteration 1F: 3 clusters Score -4436356 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4437062.500000 Penalty: 3480.171631
	Iteration 2Q: 3 clusters Score -4437062 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4438126.000000 Penalty: 3480.171631
	Iteration 3F: 3 clusters Score -4438126 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4439995.500000 Penalty: 3480.171631
	Iteration 4F: 3 clusters Score -4439996 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4442861.500000 Penalty: 3480.171631
	Iteration 5F: 3 clusters Score -4442862 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4446626.000000 Penalty: 3480.171631
	Iteration 6F: 3 clusters Score -4446626 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -4450060.500000 Penalty: 3480.171631
	Iteration 7F: 3 clusters Score -4450060 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -4451887.000000 Penalty: 3480.171631
	Iteration 8Q: 3 clusters Score -4451887 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -4452543.500000 Penalty: 3480.171631
	Iteration 9Q: 3 clusters Score -4452544 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -4452795.500000 Penalty: 3480.171631
	Iteration 10Q: 3 clusters Score -4452796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -4452886.000000 Penalty: 3480.171631
	Iteration 11Q: 3 clusters Score -4452886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -4452938.000000 Penalty: 3480.171631
	Iteration 12Q: 3 clusters Score -4452938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -4452976.500000 Penalty: 3480.171631
	Iteration 13Q: 3 clusters Score -4452976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -4453006.000000 Penalty: 3480.171631
	Iteration 14Q: 3 clusters Score -4453006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -4453017.000000 Penalty: 3480.171631
	Iteration 15Q: 3 clusters Score -4453017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -4453023.500000 Penalty: 3480.171631
	Iteration 16Q: 3 clusters Score -4453024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -4453026.500000 Penalty: 3480.171631
	Iteration 17Q: 3 clusters Score -4453026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -4453027.500000 Penalty: 3480.171631
	Iteration 18Q: 3 clusters Score -4453028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -4453028.000000 Penalty: 3480.171631
	Iteration 19Q: 3 clusters Score -4453028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -4453027.000000 Penalty: 3480.171631
	Iteration 20F: 3 clusters Score -4453027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (136794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Entering Unmasked Estep 
Score: -13524774.000000 Penalty: 1921.762573
	Iteration 0F: 2 clusters Score -1.352477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -13434554.000000 Penalty: 3843.525146
	Iteration 0F: 3 clusters Score -1.343455e+07 nChanged 66051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -13473074.000000 Penalty: 3843.525146
	Iteration 1F: 3 clusters Score -1.347307e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -13474609.000000 Penalty: 3843.525146
	Iteration 2Q: 3 clusters Score -1.347461e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -13478016.000000 Penalty: 3843.525146
	Iteration 3F: 3 clusters Score -1.347802e+07 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -13484710.000000 Penalty: 3843.525146
	Iteration 4F: 3 clusters Score -1.348471e+07 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -13496254.000000 Penalty: 3843.525146
	Iteration 5F: 3 clusters Score -1.349625e+07 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -13509426.000000 Penalty: 3843.525146
	Iteration 6F: 3 clusters Score -1.350943e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -13518034.000000 Penalty: 3843.525146
	Iteration 7F: 3 clusters Score -1.351803e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 134233 members 
Entering Unmasked Estep 
Score: -13521387.000000 Penalty: 3843.525146
	Iteration 8Q: 3 clusters Score -1.352139e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -13522374.000000 Penalty: 3843.525146
	Iteration 9Q: 3 clusters Score -1.352237e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -13522712.000000 Penalty: 3843.525146
	Iteration 10Q: 3 clusters Score -1.352271e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -13522871.000000 Penalty: 3843.525146
	Iteration 11Q: 3 clusters Score -1.352287e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 136186 members 
Entering Unmasked Estep 
Score: -13522965.000000 Penalty: 3843.525146
	Iteration 12Q: 3 clusters Score -1.352296e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -13523026.000000 Penalty: 3843.525146
	Iteration 13Q: 3 clusters Score -1.352303e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
Score: -13523072.000000 Penalty: 3843.525146
	Iteration 14Q: 3 clusters Score -1.352307e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -13523124.000000 Penalty: 3843.525146
	Iteration 15Q: 3 clusters Score -1.352312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -13523138.000000 Penalty: 3843.525146
	Iteration 16Q: 3 clusters Score -1.352314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -13523157.000000 Penalty: 3843.525146
	Iteration 17Q: 3 clusters Score -1.352316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 136247 members 
Entering Unmasked Estep 
Score: -13523159.000000 Penalty: 3843.525146
	Iteration 18Q: 3 clusters Score -1.352316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 136250 members 
Entering Unmasked Estep 
Score: -13523167.000000 Penalty: 3843.525146
	Iteration 19Q: 3 clusters Score -1.352317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 136252 members 
Entering Unmasked Estep 
Score: -13523170.000000 Penalty: 3843.525146
	Iteration 20F: 3 clusters Score -1.352317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 136253 members 
Entering Unmasked Estep 
Score: -13523176.000000 Penalty: 3843.525146
	Iteration 21Q: 3 clusters Score -1.352318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 136255 members 
Entering Unmasked Estep 
Score: -13523170.000000 Penalty: 3843.525146
	Iteration 22Q: 3 clusters Score -1.352317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 136257 members 
Entering Unmasked Estep 
Score: -13523177.000000 Penalty: 3843.525146
	Iteration 23Q: 3 clusters Score -1.352318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 136260 members 
Entering Unmasked Estep 
Score: -13523170.000000 Penalty: 3843.525146
	Iteration 24Q: 3 clusters Score -1.352317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 136263 members 
Entering Unmasked Estep 
Score: -13523188.000000 Penalty: 3843.525146
	Iteration 25Q: 3 clusters Score -1.352319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -13523192.000000 Penalty: 3843.525146
	Iteration 26Q: 3 clusters Score -1.352319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -13523195.000000 Penalty: 3843.525146
	Iteration 27Q: 3 clusters Score -1.35232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -13523182.000000 Penalty: 3843.525146
	Iteration 28Q: 3 clusters Score -1.352318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -13523200.000000 Penalty: 3843.525146
	Iteration 29Q: 3 clusters Score -1.35232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 136266 members 
Entering Unmasked Estep 
Score: -13523203.000000 Penalty: 3843.525146
	Iteration 30Q: 3 clusters Score -1.35232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 136265 members 
Entering Unmasked Estep 
Score: -13523201.000000 Penalty: 3843.525146
	Iteration 31Q: 3 clusters Score -1.35232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -13523209.000000 Penalty: 3843.525146
	Iteration 32Q: 3 clusters Score -1.352321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -13523209.000000 Penalty: 3843.525146
	Iteration 33F: 3 clusters Score -1.352321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -272290.875000 Penalty: 1285.887695
	Iteration 0F: 2 clusters Score -272290.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269723.125000 Penalty: 2571.775391
	Iteration 0F: 3 clusters Score -269723.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -270286.250000 Penalty: 2571.775391
	Iteration 1F: 3 clusters Score -270286.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -270428.062500 Penalty: 2571.775391
	Iteration 2F: 3 clusters Score -270428.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -270518.406250 Penalty: 2571.775391
	Iteration 3F: 3 clusters Score -270518.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -270567.562500 Penalty: 2571.775391
	Iteration 4Q: 3 clusters Score -270567.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -270622.125000 Penalty: 2571.775391
	Iteration 5Q: 3 clusters Score -270622.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -270685.750000 Penalty: 2571.775391
	Iteration 6Q: 3 clusters Score -270685.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -270734.312500 Penalty: 2571.775391
	Iteration 7Q: 3 clusters Score -270734.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -270784.125000 Penalty: 2571.775391
	Iteration 8Q: 3 clusters Score -270784.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -270859.125000 Penalty: 2571.775391
	Iteration 9Q: 3 clusters Score -270859.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -270944.406250 Penalty: 2571.775391
	Iteration 10Q: 3 clusters Score -270944.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -271079.218750 Penalty: 2571.775391
	Iteration 11Q: 3 clusters Score -271079.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -271324.437500 Penalty: 2571.775391
	Iteration 12Q: 3 clusters Score -271324.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -271612.312500 Penalty: 2571.775391
	Iteration 13F: 3 clusters Score -271612.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -271788.468750 Penalty: 2571.775391
	Iteration 14F: 3 clusters Score -271788.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -271896.781250 Penalty: 2571.775391
	Iteration 15Q: 3 clusters Score -271896.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -271967.156250 Penalty: 2571.775391
	Iteration 16Q: 3 clusters Score -271967.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -271998.031250 Penalty: 2571.775391
	Iteration 17Q: 3 clusters Score -271998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -272017.468750 Penalty: 2571.775391
	Iteration 18Q: 3 clusters Score -272017.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -272032.875000 Penalty: 2571.775391
	Iteration 19Q: 3 clusters Score -272032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -272042.812500 Penalty: 2571.775391
	Iteration 20F: 3 clusters Score -272042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -272045.968750 Penalty: 2571.775391
	Iteration 21Q: 3 clusters Score -272046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -272046.968750 Penalty: 2571.775391
	Iteration 22Q: 3 clusters Score -272047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -272048.281250 Penalty: 2571.775391
	Iteration 23Q: 3 clusters Score -272048.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -272049.468750 Penalty: 2571.775391
	Iteration 24Q: 3 clusters Score -272049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -272051.687500 Penalty: 2571.775391
	Iteration 25Q: 3 clusters Score -272051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -272053.968750 Penalty: 2571.775391
	Iteration 26Q: 3 clusters Score -272054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -272055.187500 Penalty: 2571.775391
	Iteration 27Q: 3 clusters Score -272055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -272056.593750 Penalty: 2571.775391
	Iteration 28Q: 3 clusters Score -272056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -272056.500000 Penalty: 2571.775391
	Iteration 29Q: 3 clusters Score -272056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -272056.500000 Penalty: 2571.775391
	Iteration 30F: 3 clusters Score -272056.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Entering Unmasked Estep 
Score: -2109829.250000 Penalty: 1622.236084
	Iteration 0F: 2 clusters Score -2109829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2095054.750000 Penalty: 3244.472168
	Iteration 0F: 3 clusters Score -2095055 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2100473.000000 Penalty: 3244.472168
	Iteration 1F: 3 clusters Score -2100473 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2100944.750000 Penalty: 3244.472168
	Iteration 2F: 3 clusters Score -2100945 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2101462.250000 Penalty: 3244.472168
	Iteration 3F: 3 clusters Score -2101462 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2102117.500000 Penalty: 3244.472168
	Iteration 4F: 3 clusters Score -2102118 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2102973.750000 Penalty: 3244.472168
	Iteration 5F: 3 clusters Score -2102974 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2103982.500000 Penalty: 3244.472168
	Iteration 6F: 3 clusters Score -2103982 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2105133.500000 Penalty: 3244.472168
	Iteration 7F: 3 clusters Score -2105134 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2106156.250000 Penalty: 3244.472168
	Iteration 8F: 3 clusters Score -2106156 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2106938.250000 Penalty: 3244.472168
	Iteration 9Q: 3 clusters Score -2106938 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2107513.750000 Penalty: 3244.472168
	Iteration 10Q: 3 clusters Score -2107514 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2107811.750000 Penalty: 3244.472168
	Iteration 11Q: 3 clusters Score -2107812 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2107983.250000 Penalty: 3244.472168
	Iteration 12Q: 3 clusters Score -2107983 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2108101.250000 Penalty: 3244.472168
	Iteration 13Q: 3 clusters Score -2108101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2108209.500000 Penalty: 3244.472168
	Iteration 14Q: 3 clusters Score -2108210 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2108288.250000 Penalty: 3244.472168
	Iteration 15Q: 3 clusters Score -2108288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2108364.250000 Penalty: 3244.472168
	Iteration 16Q: 3 clusters Score -2108364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2108432.750000 Penalty: 3244.472168
	Iteration 17Q: 3 clusters Score -2108433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2108494.500000 Penalty: 3244.472168
	Iteration 18Q: 3 clusters Score -2108494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2108551.500000 Penalty: 3244.472168
	Iteration 19Q: 3 clusters Score -2108552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2108600.000000 Penalty: 3244.472168
	Iteration 20F: 3 clusters Score -2108600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2108642.250000 Penalty: 3244.472168
	Iteration 21Q: 3 clusters Score -2108642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2108677.250000 Penalty: 3244.472168
	Iteration 22Q: 3 clusters Score -2108677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2108697.000000 Penalty: 3244.472168
	Iteration 23Q: 3 clusters Score -2108697 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2108715.000000 Penalty: 3244.472168
	Iteration 24Q: 3 clusters Score -2108715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2108744.250000 Penalty: 3244.472168
	Iteration 25Q: 3 clusters Score -2108744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2108763.500000 Penalty: 3244.472168
	Iteration 26Q: 3 clusters Score -2108764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2108766.250000 Penalty: 3244.472168
	Iteration 27Q: 3 clusters Score -2108766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2108785.750000 Penalty: 3244.472168
	Iteration 28Q: 3 clusters Score -2108786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2108787.750000 Penalty: 3244.472168
	Iteration 29Q: 3 clusters Score -2108788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2108792.250000 Penalty: 3244.472168
	Iteration 30Q: 3 clusters Score -2108792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2108793.000000 Penalty: 3244.472168
	Iteration 31Q: 3 clusters Score -2108793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2108794.750000 Penalty: 3244.472168
	Iteration 32Q: 3 clusters Score -2108795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2108796.000000 Penalty: 3244.472168
	Iteration 33Q: 3 clusters Score -2108796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2108797.000000 Penalty: 3244.472168
	Iteration 34Q: 3 clusters Score -2108797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2108803.500000 Penalty: 3244.472168
	Iteration 35Q: 3 clusters Score -2108804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2108806.250000 Penalty: 3244.472168
	Iteration 36Q: 3 clusters Score -2108806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2108810.750000 Penalty: 3244.472168
	Iteration 37Q: 3 clusters Score -2108811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2108815.250000 Penalty: 3244.472168
	Iteration 38Q: 3 clusters Score -2108815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2108814.500000 Penalty: 3244.472168
	Iteration 39Q: 3 clusters Score -2108814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2108810.500000 Penalty: 3244.472168
	Iteration 40F: 3 clusters Score -2108810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2108811.250000 Penalty: 3244.472168
	Iteration 41Q: 3 clusters Score -2108811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2108812.250000 Penalty: 3244.472168
	Iteration 42Q: 3 clusters Score -2108812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2108812.000000 Penalty: 3244.472168
	Iteration 43Q: 3 clusters Score -2108812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2108812.000000 Penalty: 3244.472168
	Iteration 44F: 3 clusters Score -2108812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Entering Unmasked Estep 
Score: -3361663.750000 Penalty: 1692.922852
	Iteration 0F: 2 clusters Score -3361664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3339228.250000 Penalty: 3385.845703
	Iteration 0F: 3 clusters Score -3339228 nChanged 15457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3348475.250000 Penalty: 3385.845703
	Iteration 1F: 3 clusters Score -3348475 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3349486.250000 Penalty: 3385.845703
	Iteration 2F: 3 clusters Score -3349486 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3350529.000000 Penalty: 3385.845703
	Iteration 3F: 3 clusters Score -3350529 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3351468.500000 Penalty: 3385.845703
	Iteration 4F: 3 clusters Score -3351468 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3352264.500000 Penalty: 3385.845703
	Iteration 5F: 3 clusters Score -3352264 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3353020.750000 Penalty: 3385.845703
	Iteration 6Q: 3 clusters Score -3353021 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3353792.500000 Penalty: 3385.845703
	Iteration 7Q: 3 clusters Score -3353792 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3354577.500000 Penalty: 3385.845703
	Iteration 8Q: 3 clusters Score -3354578 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3355389.750000 Penalty: 3385.845703
	Iteration 9Q: 3 clusters Score -3355390 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3356282.750000 Penalty: 3385.845703
	Iteration 10Q: 3 clusters Score -3356283 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3357114.500000 Penalty: 3385.845703
	Iteration 11Q: 3 clusters Score -3357114 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3357792.250000 Penalty: 3385.845703
	Iteration 12Q: 3 clusters Score -3357792 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3358357.500000 Penalty: 3385.845703
	Iteration 13Q: 3 clusters Score -3358358 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3358794.750000 Penalty: 3385.845703
	Iteration 14Q: 3 clusters Score -3358795 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3359137.750000 Penalty: 3385.845703
	Iteration 15Q: 3 clusters Score -3359138 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3359386.250000 Penalty: 3385.845703
	Iteration 16Q: 3 clusters Score -3359386 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3359576.750000 Penalty: 3385.845703
	Iteration 17Q: 3 clusters Score -3359577 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3359729.500000 Penalty: 3385.845703
	Iteration 18Q: 3 clusters Score -3359730 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3359856.000000 Penalty: 3385.845703
	Iteration 19Q: 3 clusters Score -3359856 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3359949.250000 Penalty: 3385.845703
	Iteration 20F: 3 clusters Score -3359949 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3360025.000000 Penalty: 3385.845703
	Iteration 21Q: 3 clusters Score -3360025 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3360111.750000 Penalty: 3385.845703
	Iteration 22Q: 3 clusters Score -3360112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3360181.750000 Penalty: 3385.845703
	Iteration 23Q: 3 clusters Score -3360182 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3360262.750000 Penalty: 3385.845703
	Iteration 24Q: 3 clusters Score -3360263 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3360319.000000 Penalty: 3385.845703
	Iteration 25Q: 3 clusters Score -3360319 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3360371.500000 Penalty: 3385.845703
	Iteration 26Q: 3 clusters Score -3360372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3360418.500000 Penalty: 3385.845703
	Iteration 27Q: 3 clusters Score -3360418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3360437.250000 Penalty: 3385.845703
	Iteration 28Q: 3 clusters Score -3360437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3360459.250000 Penalty: 3385.845703
	Iteration 29Q: 3 clusters Score -3360459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3360465.250000 Penalty: 3385.845703
	Iteration 30Q: 3 clusters Score -3360465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3360475.250000 Penalty: 3385.845703
	Iteration 31Q: 3 clusters Score -3360475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3360480.000000 Penalty: 3385.845703
	Iteration 32Q: 3 clusters Score -3360480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3360488.000000 Penalty: 3385.845703
	Iteration 33Q: 3 clusters Score -3360488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3360491.000000 Penalty: 3385.845703
	Iteration 34Q: 3 clusters Score -3360491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3360500.000000 Penalty: 3385.845703
	Iteration 35Q: 3 clusters Score -3360500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3360510.750000 Penalty: 3385.845703
	Iteration 36Q: 3 clusters Score -3360511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3360517.500000 Penalty: 3385.845703
	Iteration 37Q: 3 clusters Score -3360518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3360528.500000 Penalty: 3385.845703
	Iteration 38Q: 3 clusters Score -3360528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3360538.750000 Penalty: 3385.845703
	Iteration 39Q: 3 clusters Score -3360539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3360548.250000 Penalty: 3385.845703
	Iteration 40F: 3 clusters Score -3360548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3360563.250000 Penalty: 3385.845703
	Iteration 41Q: 3 clusters Score -3360563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3360575.500000 Penalty: 3385.845703
	Iteration 42Q: 3 clusters Score -3360576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3360582.750000 Penalty: 3385.845703
	Iteration 43Q: 3 clusters Score -3360583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3360588.750000 Penalty: 3385.845703
	Iteration 44Q: 3 clusters Score -3360589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3360600.000000 Penalty: 3385.845703
	Iteration 45Q: 3 clusters Score -3360600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3360606.500000 Penalty: 3385.845703
	Iteration 46Q: 3 clusters Score -3360606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3360619.000000 Penalty: 3385.845703
	Iteration 47Q: 3 clusters Score -3360619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3360625.750000 Penalty: 3385.845703
	Iteration 48Q: 3 clusters Score -3360626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3360635.250000 Penalty: 3385.845703
	Iteration 49Q: 3 clusters Score -3360635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3360643.250000 Penalty: 3385.845703
	Iteration 50Q: 3 clusters Score -3360643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3360652.750000 Penalty: 3385.845703
	Iteration 51Q: 3 clusters Score -3360653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3360670.000000 Penalty: 3385.845703
	Iteration 52Q: 3 clusters Score -3360670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3360678.250000 Penalty: 3385.845703
	Iteration 53Q: 3 clusters Score -3360678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3360693.250000 Penalty: 3385.845703
	Iteration 54Q: 3 clusters Score -3360693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3360711.500000 Penalty: 3385.845703
	Iteration 55Q: 3 clusters Score -3360712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3360734.000000 Penalty: 3385.845703
	Iteration 56Q: 3 clusters Score -3360734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3360750.750000 Penalty: 3385.845703
	Iteration 57Q: 3 clusters Score -3360751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3360768.750000 Penalty: 3385.845703
	Iteration 58Q: 3 clusters Score -3360769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3360774.000000 Penalty: 3385.845703
	Iteration 59Q: 3 clusters Score -3360774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3360787.250000 Penalty: 3385.845703
	Iteration 60F: 3 clusters Score -3360787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3360806.000000 Penalty: 3385.845703
	Iteration 61Q: 3 clusters Score -3360806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3360818.500000 Penalty: 3385.845703
	Iteration 62Q: 3 clusters Score -3360818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3360826.500000 Penalty: 3385.845703
	Iteration 63Q: 3 clusters Score -3360826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3360835.250000 Penalty: 3385.845703
	Iteration 64Q: 3 clusters Score -3360835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3360838.750000 Penalty: 3385.845703
	Iteration 65Q: 3 clusters Score -3360839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3360839.750000 Penalty: 3385.845703
	Iteration 66Q: 3 clusters Score -3360840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3360844.750000 Penalty: 3385.845703
	Iteration 67Q: 3 clusters Score -3360845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3360846.250000 Penalty: 3385.845703
	Iteration 68Q: 3 clusters Score -3360846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3360848.500000 Penalty: 3385.845703
	Iteration 69Q: 3 clusters Score -3360848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3360853.000000 Penalty: 3385.845703
	Iteration 70Q: 3 clusters Score -3360853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3360854.750000 Penalty: 3385.845703
	Iteration 71Q: 3 clusters Score -3360855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3360857.250000 Penalty: 3385.845703
	Iteration 72Q: 3 clusters Score -3360857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3360858.000000 Penalty: 3385.845703
	Iteration 73Q: 3 clusters Score -3360858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3360863.750000 Penalty: 3385.845703
	Iteration 74Q: 3 clusters Score -3360864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3360867.250000 Penalty: 3385.845703
	Iteration 75Q: 3 clusters Score -3360867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3360864.750000 Penalty: 3385.845703
	Iteration 76Q: 3 clusters Score -3360865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3360865.750000 Penalty: 3385.845703
	Iteration 77Q: 3 clusters Score -3360866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3360865.750000 Penalty: 3385.845703
	Iteration 78F: 3 clusters Score -3360866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -644604.187500 Penalty: 1425.398193
	Iteration 0F: 2 clusters Score -644604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -639652.812500 Penalty: 2850.796387
	Iteration 0F: 3 clusters Score -639652.8 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -641118.250000 Penalty: 2850.796387
	Iteration 1F: 3 clusters Score -641118.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -641310.187500 Penalty: 2850.796387
	Iteration 2F: 3 clusters Score -641310.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -641478.000000 Penalty: 2850.796387
	Iteration 3Q: 3 clusters Score -641478 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -641644.250000 Penalty: 2850.796387
	Iteration 4Q: 3 clusters Score -641644.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -641850.125000 Penalty: 2850.796387
	Iteration 5Q: 3 clusters Score -641850.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -642069.562500 Penalty: 2850.796387
	Iteration 6Q: 3 clusters Score -642069.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -642279.500000 Penalty: 2850.796387
	Iteration 7Q: 3 clusters Score -642279.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -642467.062500 Penalty: 2850.796387
	Iteration 8F: 3 clusters Score -642467.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -642619.812500 Penalty: 2850.796387
	Iteration 9Q: 3 clusters Score -642619.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -642796.500000 Penalty: 2850.796387
	Iteration 10Q: 3 clusters Score -642796.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -642972.812500 Penalty: 2850.796387
	Iteration 11Q: 3 clusters Score -642972.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -643151.750000 Penalty: 2850.796387
	Iteration 12Q: 3 clusters Score -643151.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -643343.062500 Penalty: 2850.796387
	Iteration 13Q: 3 clusters Score -643343.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -643525.500000 Penalty: 2850.796387
	Iteration 14Q: 3 clusters Score -643525.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -643670.187500 Penalty: 2850.796387
	Iteration 15Q: 3 clusters Score -643670.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -643784.437500 Penalty: 2850.796387
	Iteration 16Q: 3 clusters Score -643784.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -643868.875000 Penalty: 2850.796387
	Iteration 17Q: 3 clusters Score -643868.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -643945.312500 Penalty: 2850.796387
	Iteration 18Q: 3 clusters Score -643945.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -643994.312500 Penalty: 2850.796387
	Iteration 19Q: 3 clusters Score -643994.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -644019.187500 Penalty: 2850.796387
	Iteration 20F: 3 clusters Score -644019.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -644033.687500 Penalty: 2850.796387
	Iteration 21Q: 3 clusters Score -644033.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -644044.437500 Penalty: 2850.796387
	Iteration 22Q: 3 clusters Score -644044.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -644053.062500 Penalty: 2850.796387
	Iteration 23Q: 3 clusters Score -644053.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -644062.562500 Penalty: 2850.796387
	Iteration 24Q: 3 clusters Score -644062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -644065.375000 Penalty: 2850.796387
	Iteration 25Q: 3 clusters Score -644065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -644069.437500 Penalty: 2850.796387
	Iteration 26Q: 3 clusters Score -644069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -644069.500000 Penalty: 2850.796387
	Iteration 27Q: 3 clusters Score -644069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -644070.062500 Penalty: 2850.796387
	Iteration 28Q: 3 clusters Score -644070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -644070.062500 Penalty: 2850.796387
	Iteration 29F: 3 clusters Score -644070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Entering Unmasked Estep 
Score: -3265636.250000 Penalty: 1693.068359
	Iteration 0F: 2 clusters Score -3265636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3243142.500000 Penalty: 3386.136719
	Iteration 0F: 3 clusters Score -3243142 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3252005.500000 Penalty: 3386.136719
	Iteration 1F: 3 clusters Score -3252006 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3252732.250000 Penalty: 3386.136719
	Iteration 2Q: 3 clusters Score -3252732 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3253658.500000 Penalty: 3386.136719
	Iteration 3F: 3 clusters Score -3253658 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3254728.000000 Penalty: 3386.136719
	Iteration 4F: 3 clusters Score -3254728 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3256040.250000 Penalty: 3386.136719
	Iteration 5F: 3 clusters Score -3256040 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3257518.500000 Penalty: 3386.136719
	Iteration 6F: 3 clusters Score -3257518 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3258791.750000 Penalty: 3386.136719
	Iteration 7F: 3 clusters Score -3258792 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3259783.500000 Penalty: 3386.136719
	Iteration 8F: 3 clusters Score -3259784 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3260468.750000 Penalty: 3386.136719
	Iteration 9Q: 3 clusters Score -3260469 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3260970.500000 Penalty: 3386.136719
	Iteration 10Q: 3 clusters Score -3260970 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3261373.750000 Penalty: 3386.136719
	Iteration 11Q: 3 clusters Score -3261374 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3261754.500000 Penalty: 3386.136719
	Iteration 12Q: 3 clusters Score -3261754 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3262188.750000 Penalty: 3386.136719
	Iteration 13Q: 3 clusters Score -3262189 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3262732.250000 Penalty: 3386.136719
	Iteration 14Q: 3 clusters Score -3262732 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3263198.250000 Penalty: 3386.136719
	Iteration 15Q: 3 clusters Score -3263198 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3263468.750000 Penalty: 3386.136719
	Iteration 16Q: 3 clusters Score -3263469 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3263637.250000 Penalty: 3386.136719
	Iteration 17Q: 3 clusters Score -3263637 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3263761.250000 Penalty: 3386.136719
	Iteration 18Q: 3 clusters Score -3263761 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3263837.750000 Penalty: 3386.136719
	Iteration 19Q: 3 clusters Score -3263838 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -3263905.250000 Penalty: 3386.136719
	Iteration 20F: 3 clusters Score -3263905 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3263967.500000 Penalty: 3386.136719
	Iteration 21Q: 3 clusters Score -3263968 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3264010.500000 Penalty: 3386.136719
	Iteration 22Q: 3 clusters Score -3264010 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3264066.000000 Penalty: 3386.136719
	Iteration 23Q: 3 clusters Score -3264066 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3264121.250000 Penalty: 3386.136719
	Iteration 24Q: 3 clusters Score -3264121 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3264161.250000 Penalty: 3386.136719
	Iteration 25Q: 3 clusters Score -3264161 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3264195.000000 Penalty: 3386.136719
	Iteration 26Q: 3 clusters Score -3264195 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -3264226.000000 Penalty: 3386.136719
	Iteration 27Q: 3 clusters Score -3264226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3264239.750000 Penalty: 3386.136719
	Iteration 28Q: 3 clusters Score -3264240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -3264255.750000 Penalty: 3386.136719
	Iteration 29Q: 3 clusters Score -3264256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3264277.000000 Penalty: 3386.136719
	Iteration 30Q: 3 clusters Score -3264277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3264283.750000 Penalty: 3386.136719
	Iteration 31Q: 3 clusters Score -3264284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -3264297.250000 Penalty: 3386.136719
	Iteration 32Q: 3 clusters Score -3264297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3264302.000000 Penalty: 3386.136719
	Iteration 33Q: 3 clusters Score -3264302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3264310.250000 Penalty: 3386.136719
	Iteration 34Q: 3 clusters Score -3264310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -3264318.750000 Penalty: 3386.136719
	Iteration 35Q: 3 clusters Score -3264319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3264332.750000 Penalty: 3386.136719
	Iteration 36Q: 3 clusters Score -3264333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3264336.500000 Penalty: 3386.136719
	Iteration 37Q: 3 clusters Score -3264336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -3264353.750000 Penalty: 3386.136719
	Iteration 38Q: 3 clusters Score -3264354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3264356.750000 Penalty: 3386.136719
	Iteration 39Q: 3 clusters Score -3264357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3264366.500000 Penalty: 3386.136719
	Iteration 40F: 3 clusters Score -3264366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3264368.250000 Penalty: 3386.136719
	Iteration 41Q: 3 clusters Score -3264368 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -3264374.250000 Penalty: 3386.136719
	Iteration 42Q: 3 clusters Score -3264374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3264381.500000 Penalty: 3386.136719
	Iteration 43Q: 3 clusters Score -3264382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3264394.750000 Penalty: 3386.136719
	Iteration 44Q: 3 clusters Score -3264395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -3264398.250000 Penalty: 3386.136719
	Iteration 45Q: 3 clusters Score -3264398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -3264402.250000 Penalty: 3386.136719
	Iteration 46Q: 3 clusters Score -3264402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3264406.250000 Penalty: 3386.136719
	Iteration 47Q: 3 clusters Score -3264406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3264414.250000 Penalty: 3386.136719
	Iteration 48Q: 3 clusters Score -3264414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -3264418.500000 Penalty: 3386.136719
	Iteration 49Q: 3 clusters Score -3264418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3264425.000000 Penalty: 3386.136719
	Iteration 50Q: 3 clusters Score -3264425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3264423.750000 Penalty: 3386.136719
	Iteration 51Q: 3 clusters Score -3264424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3264431.500000 Penalty: 3386.136719
	Iteration 52Q: 3 clusters Score -3264432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3264437.750000 Penalty: 3386.136719
	Iteration 53Q: 3 clusters Score -3264438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3264437.250000 Penalty: 3386.136719
	Iteration 54Q: 3 clusters Score -3264437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3264438.000000 Penalty: 3386.136719
	Iteration 55Q: 3 clusters Score -3264438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3264443.250000 Penalty: 3386.136719
	Iteration 56Q: 3 clusters Score -3264443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3264450.750000 Penalty: 3386.136719
	Iteration 57Q: 3 clusters Score -3264451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3264451.750000 Penalty: 3386.136719
	Iteration 58Q: 3 clusters Score -3264452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3264457.750000 Penalty: 3386.136719
	Iteration 59Q: 3 clusters Score -3264458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -3264465.750000 Penalty: 3386.136719
	Iteration 60F: 3 clusters Score -3264466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -3264469.250000 Penalty: 3386.136719
	Iteration 61Q: 3 clusters Score -3264469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3264470.250000 Penalty: 3386.136719
	Iteration 62Q: 3 clusters Score -3264470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3264473.750000 Penalty: 3386.136719
	Iteration 63Q: 3 clusters Score -3264474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -3264473.250000 Penalty: 3386.136719
	Iteration 64Q: 3 clusters Score -3264473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3264477.750000 Penalty: 3386.136719
	Iteration 65Q: 3 clusters Score -3264478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -3264480.750000 Penalty: 3386.136719
	Iteration 66Q: 3 clusters Score -3264481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -3264476.000000 Penalty: 3386.136719
	Iteration 67Q: 3 clusters Score -3264476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3264482.500000 Penalty: 3386.136719
	Iteration 68Q: 3 clusters Score -3264482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3264483.000000 Penalty: 3386.136719
	Iteration 69Q: 3 clusters Score -3264483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3264485.000000 Penalty: 3386.136719
	Iteration 70Q: 3 clusters Score -3264485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3264485.750000 Penalty: 3386.136719
	Iteration 71Q: 3 clusters Score -3264486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3264483.250000 Penalty: 3386.136719
	Iteration 72Q: 3 clusters Score -3264483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3264483.250000 Penalty: 3386.136719
	Iteration 73F: 3 clusters Score -3264483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Entering Unmasked Estep 
Score: -557570.562500 Penalty: 1407.657104
	Iteration 0F: 2 clusters Score -557570.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -553103.687500 Penalty: 2815.314209
	Iteration 0F: 3 clusters Score -553103.7 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -554438.125000 Penalty: 2815.314209
	Iteration 1F: 3 clusters Score -554438.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -554651.062500 Penalty: 2815.314209
	Iteration 2F: 3 clusters Score -554651.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -554816.000000 Penalty: 2815.314209
	Iteration 3F: 3 clusters Score -554816 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -554981.187500 Penalty: 2815.314209
	Iteration 4Q: 3 clusters Score -554981.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -555132.500000 Penalty: 2815.314209
	Iteration 5Q: 3 clusters Score -555132.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -555274.500000 Penalty: 2815.314209
	Iteration 6Q: 3 clusters Score -555274.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -555387.125000 Penalty: 2815.314209
	Iteration 7Q: 3 clusters Score -555387.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -555477.937500 Penalty: 2815.314209
	Iteration 8Q: 3 clusters Score -555477.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -555551.625000 Penalty: 2815.314209
	Iteration 9Q: 3 clusters Score -555551.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -555621.812500 Penalty: 2815.314209
	Iteration 10Q: 3 clusters Score -555621.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -555692.375000 Penalty: 2815.314209
	Iteration 11Q: 3 clusters Score -555692.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -555749.187500 Penalty: 2815.314209
	Iteration 12Q: 3 clusters Score -555749.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -555805.062500 Penalty: 2815.314209
	Iteration 13Q: 3 clusters Score -555805.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -555857.250000 Penalty: 2815.314209
	Iteration 14Q: 3 clusters Score -555857.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -555910.437500 Penalty: 2815.314209
	Iteration 15Q: 3 clusters Score -555910.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -555971.062500 Penalty: 2815.314209
	Iteration 16Q: 3 clusters Score -555971.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -556014.875000 Penalty: 2815.314209
	Iteration 17Q: 3 clusters Score -556014.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -556044.625000 Penalty: 2815.314209
	Iteration 18Q: 3 clusters Score -556044.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -556072.312500 Penalty: 2815.314209
	Iteration 19Q: 3 clusters Score -556072.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -556101.750000 Penalty: 2815.314209
	Iteration 20F: 3 clusters Score -556101.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -556124.937500 Penalty: 2815.314209
	Iteration 21Q: 3 clusters Score -556124.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -556141.250000 Penalty: 2815.314209
	Iteration 22Q: 3 clusters Score -556141.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -556152.937500 Penalty: 2815.314209
	Iteration 23Q: 3 clusters Score -556152.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -556172.937500 Penalty: 2815.314209
	Iteration 24Q: 3 clusters Score -556172.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -556189.125000 Penalty: 2815.314209
	Iteration 25Q: 3 clusters Score -556189.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -556206.875000 Penalty: 2815.314209
	Iteration 26Q: 3 clusters Score -556206.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -556224.250000 Penalty: 2815.314209
	Iteration 27Q: 3 clusters Score -556224.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -556247.312500 Penalty: 2815.314209
	Iteration 28Q: 3 clusters Score -556247.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -556268.750000 Penalty: 2815.314209
	Iteration 29Q: 3 clusters Score -556268.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -556284.562500 Penalty: 2815.314209
	Iteration 30Q: 3 clusters Score -556284.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -556299.875000 Penalty: 2815.314209
	Iteration 31Q: 3 clusters Score -556299.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -556310.750000 Penalty: 2815.314209
	Iteration 32Q: 3 clusters Score -556310.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -556323.000000 Penalty: 2815.314209
	Iteration 33Q: 3 clusters Score -556323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -556336.375000 Penalty: 2815.314209
	Iteration 34Q: 3 clusters Score -556336.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -556349.812500 Penalty: 2815.314209
	Iteration 35Q: 3 clusters Score -556349.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -556361.500000 Penalty: 2815.314209
	Iteration 36Q: 3 clusters Score -556361.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -556374.375000 Penalty: 2815.314209
	Iteration 37Q: 3 clusters Score -556374.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -556386.000000 Penalty: 2815.314209
	Iteration 38Q: 3 clusters Score -556386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -556393.625000 Penalty: 2815.314209
	Iteration 39Q: 3 clusters Score -556393.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -556401.687500 Penalty: 2815.314209
	Iteration 40F: 3 clusters Score -556401.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -556408.125000 Penalty: 2815.314209
	Iteration 41Q: 3 clusters Score -556408.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -556416.312500 Penalty: 2815.314209
	Iteration 42Q: 3 clusters Score -556416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -556421.937500 Penalty: 2815.314209
	Iteration 43Q: 3 clusters Score -556421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -556424.500000 Penalty: 2815.314209
	Iteration 44Q: 3 clusters Score -556424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -556427.812500 Penalty: 2815.314209
	Iteration 45Q: 3 clusters Score -556427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -556430.437500 Penalty: 2815.314209
	Iteration 46Q: 3 clusters Score -556430.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -556435.062500 Penalty: 2815.314209
	Iteration 47Q: 3 clusters Score -556435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -556437.000000 Penalty: 2815.314209
	Iteration 48Q: 3 clusters Score -556437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -556439.437500 Penalty: 2815.314209
	Iteration 49Q: 3 clusters Score -556439.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -556441.250000 Penalty: 2815.314209
	Iteration 50Q: 3 clusters Score -556441.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -556445.500000 Penalty: 2815.314209
	Iteration 51Q: 3 clusters Score -556445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -556447.312500 Penalty: 2815.314209
	Iteration 52Q: 3 clusters Score -556447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -556449.937500 Penalty: 2815.314209
	Iteration 53Q: 3 clusters Score -556449.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -556449.625000 Penalty: 2815.314209
	Iteration 54Q: 3 clusters Score -556449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -556450.375000 Penalty: 2815.314209
	Iteration 55Q: 3 clusters Score -556450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -556451.187500 Penalty: 2815.314209
	Iteration 56Q: 3 clusters Score -556451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -556453.312500 Penalty: 2815.314209
	Iteration 57Q: 3 clusters Score -556453.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -556455.062500 Penalty: 2815.314209
	Iteration 58Q: 3 clusters Score -556455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -556457.000000 Penalty: 2815.314209
	Iteration 59Q: 3 clusters Score -556457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -556458.687500 Penalty: 2815.314209
	Iteration 60F: 3 clusters Score -556458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -556460.937500 Penalty: 2815.314209
	Iteration 61Q: 3 clusters Score -556460.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -556462.750000 Penalty: 2815.314209
	Iteration 62Q: 3 clusters Score -556462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -556465.187500 Penalty: 2815.314209
	Iteration 63Q: 3 clusters Score -556465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -556467.375000 Penalty: 2815.314209
	Iteration 64Q: 3 clusters Score -556467.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -556469.375000 Penalty: 2815.314209
	Iteration 65Q: 3 clusters Score -556469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -556470.125000 Penalty: 2815.314209
	Iteration 66Q: 3 clusters Score -556470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -556471.125000 Penalty: 2815.314209
	Iteration 67Q: 3 clusters Score -556471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -556471.625000 Penalty: 2815.314209
	Iteration 68Q: 3 clusters Score -556471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -556474.437500 Penalty: 2815.314209
	Iteration 69Q: 3 clusters Score -556474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -556474.500000 Penalty: 2815.314209
	Iteration 70Q: 3 clusters Score -556474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -556474.125000 Penalty: 2815.314209
	Iteration 71Q: 3 clusters Score -556474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -556475.250000 Penalty: 2815.314209
	Iteration 72Q: 3 clusters Score -556475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -556478.937500 Penalty: 2815.314209
	Iteration 73Q: 3 clusters Score -556478.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -556481.062500 Penalty: 2815.314209
	Iteration 74Q: 3 clusters Score -556481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -556484.937500 Penalty: 2815.314209
	Iteration 75Q: 3 clusters Score -556484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -556487.812500 Penalty: 2815.314209
	Iteration 76Q: 3 clusters Score -556487.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -556491.375000 Penalty: 2815.314209
	Iteration 77Q: 3 clusters Score -556491.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -556495.187500 Penalty: 2815.314209
	Iteration 78Q: 3 clusters Score -556495.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -556502.250000 Penalty: 2815.314209
	Iteration 79Q: 3 clusters Score -556502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -556504.500000 Penalty: 2815.314209
	Iteration 80F: 3 clusters Score -556504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -556506.437500 Penalty: 2815.314209
	Iteration 81Q: 3 clusters Score -556506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -556509.000000 Penalty: 2815.314209
	Iteration 82Q: 3 clusters Score -556509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -556511.562500 Penalty: 2815.314209
	Iteration 83Q: 3 clusters Score -556511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -556513.562500 Penalty: 2815.314209
	Iteration 84Q: 3 clusters Score -556513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -556514.500000 Penalty: 2815.314209
	Iteration 85Q: 3 clusters Score -556514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -556515.187500 Penalty: 2815.314209
	Iteration 86Q: 3 clusters Score -556515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -556516.750000 Penalty: 2815.314209
	Iteration 87Q: 3 clusters Score -556516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -556516.500000 Penalty: 2815.314209
	Iteration 88Q: 3 clusters Score -556516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -556517.000000 Penalty: 2815.314209
	Iteration 89Q: 3 clusters Score -556517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -556516.937500 Penalty: 2815.314209
	Iteration 90Q: 3 clusters Score -556516.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -556516.125000 Penalty: 2815.314209
	Iteration 91Q: 3 clusters Score -556516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -556517.125000 Penalty: 2815.314209
	Iteration 92Q: 3 clusters Score -556517.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -556517.125000 Penalty: 2815.314209
	Iteration 93F: 3 clusters Score -556517.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -171489.843750 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -171489.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -169570.171875 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -169570.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -170046.984375 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -170047 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -170207.937500 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -170207.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -170315.062500 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -170315.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -170455.218750 Penalty: 2444.955811
	Iteration 4F: 3 clusters Score -170455.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -170626.328125 Penalty: 2444.955811
	Iteration 5F: 3 clusters Score -170626.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -170832.937500 Penalty: 2444.955811
	Iteration 6F: 3 clusters Score -170832.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -170982.734375 Penalty: 2444.955811
	Iteration 7F: 3 clusters Score -170982.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -171125.921875 Penalty: 2444.955811
	Iteration 8F: 3 clusters Score -171125.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -171250.796875 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -171250.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -171327.453125 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -171327.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -171366.531250 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -171366.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -171385.812500 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -171385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -171391.031250 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -171391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -171392.531250 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -171392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -171394.703125 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -171394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -171399.656250 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -171399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -171400.421875 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -171400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -171401.062500 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -171401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -171401.062500 Penalty: 2444.955811
	Iteration 19F: 3 clusters Score -171401.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Entering Unmasked Estep 
Score: -4465443.500000 Penalty: 1742.842041
	Iteration 0F: 2 clusters Score -4465444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4435194.500000 Penalty: 3485.684082
	Iteration 0F: 3 clusters Score -4435194 nChanged 21138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4447547.500000 Penalty: 3485.684082
	Iteration 1F: 3 clusters Score -4447548 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4449140.500000 Penalty: 3485.684082
	Iteration 2F: 3 clusters Score -4449140 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -4452198.000000 Penalty: 3485.684082
	Iteration 3F: 3 clusters Score -4452198 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4456412.500000 Penalty: 3485.684082
	Iteration 4F: 3 clusters Score -4456412 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4460238.500000 Penalty: 3485.684082
	Iteration 5F: 3 clusters Score -4460238 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4462778.500000 Penalty: 3485.684082
	Iteration 6F: 3 clusters Score -4462778 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4464441.000000 Penalty: 3485.684082
	Iteration 7Q: 3 clusters Score -4464441 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4465523.500000 Penalty: 3485.684082
	Iteration 8Q: 3 clusters Score -4465524 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4465944.500000 Penalty: 3485.684082
	Iteration 9Q: 3 clusters Score -4465944 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4466113.000000 Penalty: 3485.684082
	Iteration 10Q: 3 clusters Score -4466113 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4466202.500000 Penalty: 3485.684082
	Iteration 11Q: 3 clusters Score -4466202 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4466254.500000 Penalty: 3485.684082
	Iteration 12Q: 3 clusters Score -4466254 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4466269.500000 Penalty: 3485.684082
	Iteration 13Q: 3 clusters Score -4466270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4466287.500000 Penalty: 3485.684082
	Iteration 14Q: 3 clusters Score -4466288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -4466308.500000 Penalty: 3485.684082
	Iteration 15Q: 3 clusters Score -4466308 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -4466332.500000 Penalty: 3485.684082
	Iteration 16Q: 3 clusters Score -4466332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -4466348.000000 Penalty: 3485.684082
	Iteration 17Q: 3 clusters Score -4466348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -4466353.500000 Penalty: 3485.684082
	Iteration 18Q: 3 clusters Score -4466354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -4466354.000000 Penalty: 3485.684082
	Iteration 19Q: 3 clusters Score -4466354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4466361.000000 Penalty: 3485.684082
	Iteration 20F: 3 clusters Score -4466361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -4466367.000000 Penalty: 3485.684082
	Iteration 21Q: 3 clusters Score -4466367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4466373.000000 Penalty: 3485.684082
	Iteration 22Q: 3 clusters Score -4466373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -4466383.000000 Penalty: 3485.684082
	Iteration 23Q: 3 clusters Score -4466383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -4466406.500000 Penalty: 3485.684082
	Iteration 24Q: 3 clusters Score -4466406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4466410.000000 Penalty: 3485.684082
	Iteration 25Q: 3 clusters Score -4466410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4466416.000000 Penalty: 3485.684082
	Iteration 26Q: 3 clusters Score -4466416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4466410.000000 Penalty: 3485.684082
	Iteration 27Q: 3 clusters Score -4466410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -4466413.500000 Penalty: 3485.684082
	Iteration 28Q: 3 clusters Score -4466414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4466419.000000 Penalty: 3485.684082
	Iteration 29Q: 3 clusters Score -4466419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -4466414.500000 Penalty: 3485.684082
	Iteration 30Q: 3 clusters Score -4466414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4466426.000000 Penalty: 3485.684082
	Iteration 31Q: 3 clusters Score -4466426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -4466431.500000 Penalty: 3485.684082
	Iteration 32Q: 3 clusters Score -4466432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4466430.500000 Penalty: 3485.684082
	Iteration 33Q: 3 clusters Score -4466430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4466424.000000 Penalty: 3485.684082
	Iteration 34Q: 3 clusters Score -4466424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4466418.000000 Penalty: 3485.684082
	Iteration 35Q: 3 clusters Score -4466418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4466428.000000 Penalty: 3485.684082
	Iteration 36Q: 3 clusters Score -4466428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -4466432.000000 Penalty: 3485.684082
	Iteration 37Q: 3 clusters Score -4466432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4466435.000000 Penalty: 3485.684082
	Iteration 38Q: 3 clusters Score -4466435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4466439.500000 Penalty: 3485.684082
	Iteration 39Q: 3 clusters Score -4466440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4466437.500000 Penalty: 3485.684082
	Iteration 40F: 3 clusters Score -4466438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -4466433.500000 Penalty: 3485.684082
	Iteration 41Q: 3 clusters Score -4466434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4466434.000000 Penalty: 3485.684082
	Iteration 42Q: 3 clusters Score -4466434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4466443.000000 Penalty: 3485.684082
	Iteration 43Q: 3 clusters Score -4466443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4466451.000000 Penalty: 3485.684082
	Iteration 44Q: 3 clusters Score -4466451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4466454.500000 Penalty: 3485.684082
	Iteration 45Q: 3 clusters Score -4466454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4466461.500000 Penalty: 3485.684082
	Iteration 46Q: 3 clusters Score -4466462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4466455.000000 Penalty: 3485.684082
	Iteration 47Q: 3 clusters Score -4466455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -4466458.500000 Penalty: 3485.684082
	Iteration 48Q: 3 clusters Score -4466458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4466459.000000 Penalty: 3485.684082
	Iteration 49Q: 3 clusters Score -4466459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4466466.500000 Penalty: 3485.684082
	Iteration 50Q: 3 clusters Score -4466466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -4466471.500000 Penalty: 3485.684082
	Iteration 51Q: 3 clusters Score -4466472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4466463.500000 Penalty: 3485.684082
	Iteration 52Q: 3 clusters Score -4466464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4466467.000000 Penalty: 3485.684082
	Iteration 53Q: 3 clusters Score -4466467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4466468.000000 Penalty: 3485.684082
	Iteration 54Q: 3 clusters Score -4466468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -4466471.000000 Penalty: 3485.684082
	Iteration 55Q: 3 clusters Score -4466471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4466470.500000 Penalty: 3485.684082
	Iteration 56Q: 3 clusters Score -4466470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4466466.000000 Penalty: 3485.684082
	Iteration 57Q: 3 clusters Score -4466466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4466475.500000 Penalty: 3485.684082
	Iteration 58Q: 3 clusters Score -4466476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4466476.500000 Penalty: 3485.684082
	Iteration 59Q: 3 clusters Score -4466476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -4466478.000000 Penalty: 3485.684082
	Iteration 60F: 3 clusters Score -4466478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4466478.000000 Penalty: 3485.684082
	Iteration 61Q: 3 clusters Score -4466478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4466473.000000 Penalty: 3485.684082
	Iteration 62Q: 3 clusters Score -4466473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4466478.500000 Penalty: 3485.684082
	Iteration 63Q: 3 clusters Score -4466478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4466473.000000 Penalty: 3485.684082
	Iteration 64Q: 3 clusters Score -4466473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4466472.500000 Penalty: 3485.684082
	Iteration 65Q: 3 clusters Score -4466472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -4466473.500000 Penalty: 3485.684082
	Iteration 66Q: 3 clusters Score -4466474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4466474.500000 Penalty: 3485.684082
	Iteration 67Q: 3 clusters Score -4466474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4466483.000000 Penalty: 3485.684082
	Iteration 68Q: 3 clusters Score -4466483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4466477.000000 Penalty: 3485.684082
	Iteration 69Q: 3 clusters Score -4466477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -4466480.500000 Penalty: 3485.684082
	Iteration 70Q: 3 clusters Score -4466480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4466487.000000 Penalty: 3485.684082
	Iteration 71Q: 3 clusters Score -4466487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -4466483.500000 Penalty: 3485.684082
	Iteration 72Q: 3 clusters Score -4466484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -4466480.000000 Penalty: 3485.684082
	Iteration 73Q: 3 clusters Score -4466480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4466482.500000 Penalty: 3485.684082
	Iteration 74Q: 3 clusters Score -4466482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4466498.000000 Penalty: 3485.684082
	Iteration 75Q: 3 clusters Score -4466498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -4466506.500000 Penalty: 3485.684082
	Iteration 76Q: 3 clusters Score -4466506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -4466500.500000 Penalty: 3485.684082
	Iteration 77Q: 3 clusters Score -4466500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4466505.000000 Penalty: 3485.684082
	Iteration 78Q: 3 clusters Score -4466505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -4466511.500000 Penalty: 3485.684082
	Iteration 79Q: 3 clusters Score -4466512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4466515.000000 Penalty: 3485.684082
	Iteration 80F: 3 clusters Score -4466515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -4466520.000000 Penalty: 3485.684082
	Iteration 81Q: 3 clusters Score -4466520 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4466512 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4466514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4466521 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4466523 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4466526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4466533.500000 Penalty: 3485.684082
	Iteration 87Q: 3 clusters Score -4466534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4466525 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4466524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4466534.500000 Penalty: 3485.684082
	Iteration 90Q: 3 clusters Score -4466534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -4466540.000000 Penalty: 3485.684082
	Iteration 91Q: 3 clusters Score -4466540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -4466541.000000 Penalty: 3485.684082
	Iteration 92Q: 3 clusters Score -4466541 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4466539.000000 Penalty: 3485.684082
	Iteration 93Q: 3 clusters Score -4466539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4466547.500000 Penalty: 3485.684082
	Iteration 94Q: 3 clusters Score -4466548 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4466548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4466556 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4466559 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4466560 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4466552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -4466550.500000 Penalty: 3485.684082
	Iteration 100F: 3 clusters Score -4466550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4466558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4466565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -4466572.000000 Penalty: 3485.684082
	Iteration 103Q: 3 clusters Score -4466572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4466576.500000 Penalty: 3485.684082
	Iteration 104Q: 3 clusters Score -4466576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4466592.000000 Penalty: 3485.684082
	Iteration 105Q: 3 clusters Score -4466592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4466612.000000 Penalty: 3485.684082
	Iteration 106Q: 3 clusters Score -4466612 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4466606.500000 Penalty: 3485.684082
	Iteration 107Q: 3 clusters Score -4466606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4466625.000000 Penalty: 3485.684082
	Iteration 108Q: 3 clusters Score -4466625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -4466651.000000 Penalty: 3485.684082
	Iteration 109Q: 3 clusters Score -4466651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4466648.000000 Penalty: 3485.684082
	Iteration 110Q: 3 clusters Score -4466648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4466638.000000 Penalty: 3485.684082
	Iteration 111Q: 3 clusters Score -4466638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4466645.000000 Penalty: 3485.684082
	Iteration 112Q: 3 clusters Score -4466645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4466650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4466647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4466647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4466650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4466646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4466653.000000 Penalty: 3485.684082
	Iteration 118Q: 3 clusters Score -4466653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4466643.500000 Penalty: 3485.684082
	Iteration 119Q: 3 clusters Score -4466644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4466645.000000 Penalty: 3485.684082
	Iteration 120F: 3 clusters Score -4466645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4466639.000000 Penalty: 3485.684082
	Iteration 121Q: 3 clusters Score -4466639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4466646.500000 Penalty: 3485.684082
	Iteration 122Q: 3 clusters Score -4466646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4466649.000000 Penalty: 3485.684082
	Iteration 123Q: 3 clusters Score -4466649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -4466642.000000 Penalty: 3485.684082
	Iteration 124Q: 3 clusters Score -4466642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4466650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4466652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4466650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4466660.000000 Penalty: 3485.684082
	Iteration 128Q: 3 clusters Score -4466660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4466658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4466657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4466657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4466656.500000 Penalty: 3485.684082
	Iteration 132Q: 3 clusters Score -4466656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4466657.000000 Penalty: 3485.684082
	Iteration 133Q: 3 clusters Score -4466657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4466659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4466655.500000 Penalty: 3485.684082
	Iteration 135Q: 3 clusters Score -4466656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4466650.500000 Penalty: 3485.684082
	Iteration 136Q: 3 clusters Score -4466650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4466645.000000 Penalty: 3485.684082
	Iteration 137Q: 3 clusters Score -4466645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4466656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4466660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4466655.500000 Penalty: 3485.684082
	Iteration 140F: 3 clusters Score -4466656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4466656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4466655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4466650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4466651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -4466652.500000 Penalty: 3485.684082
	Iteration 145Q: 3 clusters Score -4466652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4466649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4466650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4466654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4466654.500000 Penalty: 3485.684082
	Iteration 149F: 3 clusters Score -4466654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 27154 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 125322 members 
Mstep: Class 22 contains 24501 members 
Entering Unmasked Estep 
Score: -52374056.000000 Penalty: 40783.160156
Splitting cluster 11 changes total score from -52373340.000000 to -52374056.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (27154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27154 members 
Entering Unmasked Estep 
Score: -2688011.250000 Penalty: 1659.008057
	Iteration 0F: 2 clusters Score -2688011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2669661 nChanged 12485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2676723 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2677303 nChanged 1518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2678082 nChanged 1674
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2679048 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2680350 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2681922 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -2683567.250000 Penalty: 3318.016113
	Iteration 7F: 3 clusters Score -2683567 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2685003.000000 Penalty: 3318.016113
	Iteration 8F: 3 clusters Score -2685003 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2686122 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2686964 nChanged 418
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Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2687638.500000 Penalty: 3318.016113
	Iteration 11Q: 3 clusters Score -2687638 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2688145.500000 Penalty: 3318.016113
	Iteration 12Q: 3 clusters Score -2688146 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2688332.250000 Penalty: 3318.016113
	Iteration 13Q: 3 clusters Score -2688332 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2688403.500000 Penalty: 3318.016113
	Iteration 14Q: 3 clusters Score -2688404 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2688449.500000 Penalty: 3318.016113
	Iteration 15Q: 3 clusters Score -2688450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2688467.750000 Penalty: 3318.016113
	Iteration 16Q: 3 clusters Score -2688468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2688501.000000 Penalty: 3318.016113
	Iteration 17Q: 3 clusters Score -2688501 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -2688528.000000 Penalty: 3318.016113
	Iteration 18Q: 3 clusters Score -2688528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2688544.000000 Penalty: 3318.016113
	Iteration 19Q: 3 clusters Score -2688544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2688571.500000 Penalty: 3318.016113
	Iteration 20F: 3 clusters Score -2688572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2688583.000000 Penalty: 3318.016113
	Iteration 21Q: 3 clusters Score -2688583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2688602.250000 Penalty: 3318.016113
	Iteration 22Q: 3 clusters Score -2688602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2688610.000000 Penalty: 3318.016113
	Iteration 23Q: 3 clusters Score -2688610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2688631.500000 Penalty: 3318.016113
	Iteration 24Q: 3 clusters Score -2688632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2688644.500000 Penalty: 3318.016113
	Iteration 25Q: 3 clusters Score -2688644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2688650.000000 Penalty: 3318.016113
	Iteration 26Q: 3 clusters Score -2688650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2688660.750000 Penalty: 3318.016113
	Iteration 27Q: 3 clusters Score -2688661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2688662.000000 Penalty: 3318.016113
	Iteration 28Q: 3 clusters Score -2688662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2688673.250000 Penalty: 3318.016113
	Iteration 29Q: 3 clusters Score -2688673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2688681.000000 Penalty: 3318.016113
	Iteration 30Q: 3 clusters Score -2688681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2688690.500000 Penalty: 3318.016113
	Iteration 31Q: 3 clusters Score -2688690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2688701.250000 Penalty: 3318.016113
	Iteration 32Q: 3 clusters Score -2688701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2688715.000000 Penalty: 3318.016113
	Iteration 33Q: 3 clusters Score -2688715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2688728.500000 Penalty: 3318.016113
	Iteration 34Q: 3 clusters Score -2688728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2688741.750000 Penalty: 3318.016113
	Iteration 35Q: 3 clusters Score -2688742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2688764.000000 Penalty: 3318.016113
	Iteration 36Q: 3 clusters Score -2688764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2688790.250000 Penalty: 3318.016113
	Iteration 37Q: 3 clusters Score -2688790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2688818.750000 Penalty: 3318.016113
	Iteration 38Q: 3 clusters Score -2688819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2688852.500000 Penalty: 3318.016113
	Iteration 39Q: 3 clusters Score -2688852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2688887.750000 Penalty: 3318.016113
	Iteration 40F: 3 clusters Score -2688888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2688917.750000 Penalty: 3318.016113
	Iteration 41Q: 3 clusters Score -2688918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -2688943.250000 Penalty: 3318.016113
	Iteration 42Q: 3 clusters Score -2688943 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2688992.250000 Penalty: 3318.016113
	Iteration 43Q: 3 clusters Score -2688992 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2689041.250000 Penalty: 3318.016113
	Iteration 44Q: 3 clusters Score -2689041 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2689109.500000 Penalty: 3318.016113
	Iteration 45Q: 3 clusters Score -2689110 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2689167.750000 Penalty: 3318.016113
	Iteration 46Q: 3 clusters Score -2689168 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2689221.000000 Penalty: 3318.016113
	Iteration 47Q: 3 clusters Score -2689221 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2689277.750000 Penalty: 3318.016113
	Iteration 48Q: 3 clusters Score -2689278 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2689354.500000 Penalty: 3318.016113
	Iteration 49Q: 3 clusters Score -2689354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2689408.750000 Penalty: 3318.016113
	Iteration 50Q: 3 clusters Score -2689409 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2689485.500000 Penalty: 3318.016113
	Iteration 51Q: 3 clusters Score -2689486 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2689548.000000 Penalty: 3318.016113
	Iteration 52Q: 3 clusters Score -2689548 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2689614.750000 Penalty: 3318.016113
	Iteration 53Q: 3 clusters Score -2689615 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2689674.500000 Penalty: 3318.016113
	Iteration 54Q: 3 clusters Score -2689674 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2689731.250000 Penalty: 3318.016113
	Iteration 55Q: 3 clusters Score -2689731 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2689789.000000 Penalty: 3318.016113
	Iteration 56Q: 3 clusters Score -2689789 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2689816.750000 Penalty: 3318.016113
	Iteration 57Q: 3 clusters Score -2689817 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2689856.500000 Penalty: 3318.016113
	Iteration 58Q: 3 clusters Score -2689856 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2689895.250000 Penalty: 3318.016113
	Iteration 59Q: 3 clusters Score -2689895 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2689925.250000 Penalty: 3318.016113
	Iteration 60F: 3 clusters Score -2689925 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2689934.750000 Penalty: 3318.016113
	Iteration 61Q: 3 clusters Score -2689935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2689957.500000 Penalty: 3318.016113
	Iteration 62Q: 3 clusters Score -2689958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2689975.250000 Penalty: 3318.016113
	Iteration 63Q: 3 clusters Score -2689975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2689983.000000 Penalty: 3318.016113
	Iteration 64Q: 3 clusters Score -2689983 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2689998.250000 Penalty: 3318.016113
	Iteration 65Q: 3 clusters Score -2689998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2690005.750000 Penalty: 3318.016113
	Iteration 66Q: 3 clusters Score -2690006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2690028.750000 Penalty: 3318.016113
	Iteration 67Q: 3 clusters Score -2690029 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2690041.000000 Penalty: 3318.016113
	Iteration 68Q: 3 clusters Score -2690041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2690058.500000 Penalty: 3318.016113
	Iteration 69Q: 3 clusters Score -2690058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2690076.500000 Penalty: 3318.016113
	Iteration 70Q: 3 clusters Score -2690076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2690082.000000 Penalty: 3318.016113
	Iteration 71Q: 3 clusters Score -2690082 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2690088.000000 Penalty: 3318.016113
	Iteration 72Q: 3 clusters Score -2690088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2690102.750000 Penalty: 3318.016113
	Iteration 73Q: 3 clusters Score -2690103 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2690111.000000 Penalty: 3318.016113
	Iteration 74Q: 3 clusters Score -2690111 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2690123.500000 Penalty: 3318.016113
	Iteration 75Q: 3 clusters Score -2690124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2690138.250000 Penalty: 3318.016113
	Iteration 76Q: 3 clusters Score -2690138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2690137.250000 Penalty: 3318.016113
	Iteration 77Q: 3 clusters Score -2690137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2690155.500000 Penalty: 3318.016113
	Iteration 78Q: 3 clusters Score -2690156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2690163.000000 Penalty: 3318.016113
	Iteration 79Q: 3 clusters Score -2690163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2690175.250000 Penalty: 3318.016113
	Iteration 80F: 3 clusters Score -2690175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2690173.500000 Penalty: 3318.016113
	Iteration 81Q: 3 clusters Score -2690174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2690175.750000 Penalty: 3318.016113
	Iteration 82Q: 3 clusters Score -2690176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2690188.750000 Penalty: 3318.016113
	Iteration 83Q: 3 clusters Score -2690189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2690199.250000 Penalty: 3318.016113
	Iteration 84Q: 3 clusters Score -2690199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2690205.750000 Penalty: 3318.016113
	Iteration 85Q: 3 clusters Score -2690206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2690212.000000 Penalty: 3318.016113
	Iteration 86Q: 3 clusters Score -2690212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2690218.750000 Penalty: 3318.016113
	Iteration 87Q: 3 clusters Score -2690219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2690232.750000 Penalty: 3318.016113
	Iteration 88Q: 3 clusters Score -2690233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2690237.500000 Penalty: 3318.016113
	Iteration 89Q: 3 clusters Score -2690238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2690242.250000 Penalty: 3318.016113
	Iteration 90Q: 3 clusters Score -2690242 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2690247.250000 Penalty: 3318.016113
	Iteration 91Q: 3 clusters Score -2690247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2690256.000000 Penalty: 3318.016113
	Iteration 92Q: 3 clusters Score -2690256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2690267.250000 Penalty: 3318.016113
	Iteration 93Q: 3 clusters Score -2690267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2690266.000000 Penalty: 3318.016113
	Iteration 94Q: 3 clusters Score -2690266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2690267.000000 Penalty: 3318.016113
	Iteration 95Q: 3 clusters Score -2690267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2690269.750000 Penalty: 3318.016113
	Iteration 96Q: 3 clusters Score -2690270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2690274.250000 Penalty: 3318.016113
	Iteration 97Q: 3 clusters Score -2690274 nChanged 13
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Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2690275.750000 Penalty: 3318.016113
	Iteration 98Q: 3 clusters Score -2690276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2690276.000000 Penalty: 3318.016113
	Iteration 99Q: 3 clusters Score -2690276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2690279.500000 Penalty: 3318.016113
	Iteration 100F: 3 clusters Score -2690280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2690280.000000 Penalty: 3318.016113
	Iteration 101Q: 3 clusters Score -2690280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2690276.500000 Penalty: 3318.016113
	Iteration 102Q: 3 clusters Score -2690276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2690279.250000 Penalty: 3318.016113
	Iteration 103Q: 3 clusters Score -2690279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2690280.250000 Penalty: 3318.016113
	Iteration 104Q: 3 clusters Score -2690280 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2690282.500000 Penalty: 3318.016113
	Iteration 105Q: 3 clusters Score -2690282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2690280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2690280.500000 Penalty: 3318.016113
	Iteration 107Q: 3 clusters Score -2690280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2690277.500000 Penalty: 3318.016113
	Iteration 108Q: 3 clusters Score -2690278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2690281.250000 Penalty: 3318.016113
	Iteration 109Q: 3 clusters Score -2690281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2690284.500000 Penalty: 3318.016113
	Iteration 110Q: 3 clusters Score -2690284 nChanged 18
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Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2690286.250000 Penalty: 3318.016113
	Iteration 111Q: 3 clusters Score -2690286 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2690287.500000 Penalty: 3318.016113
	Iteration 112Q: 3 clusters Score -2690288 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2690288.250000 Penalty: 3318.016113
	Iteration 113Q: 3 clusters Score -2690288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2690282.750000 Penalty: 3318.016113
	Iteration 114Q: 3 clusters Score -2690283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2690282.250000 Penalty: 3318.016113
	Iteration 115Q: 3 clusters Score -2690282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2690286.500000 Penalty: 3318.016113
	Iteration 116Q: 3 clusters Score -2690286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2690288.000000 Penalty: 3318.016113
	Iteration 117Q: 3 clusters Score -2690288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2690289.000000 Penalty: 3318.016113
	Iteration 118Q: 3 clusters Score -2690289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2690291.250000 Penalty: 3318.016113
	Iteration 119Q: 3 clusters Score -2690291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2690291.250000 Penalty: 3318.016113
	Iteration 120F: 3 clusters Score -2690291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 6452 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 125322 members 
Mstep: Class 22 contains 24501 members 
Entering Unmasked Estep 
Score: -52375940.000000 Penalty: 42929.640625
Splitting cluster 12 changes total score from -52373340.000000 to -52375940.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (6452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Entering Unmasked Estep 
Score: -588693.125000 Penalty: 1425.473633
	Iteration 0F: 2 clusters Score -588693.1 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 3188 members 
Entering Unmasked Estep 
Score: -583810.625000 Penalty: 2850.947266
	Iteration 0F: 3 clusters Score -583810.6 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -585666.375000 Penalty: 2850.947266
	Iteration 1F: 3 clusters Score -585666.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -586395.375000 Penalty: 2850.947266
	Iteration 2F: 3 clusters Score -586395.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -586955.562500 Penalty: 2850.947266
	Iteration 3F: 3 clusters Score -586955.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -587299.750000 Penalty: 2850.947266
	Iteration 4F: 3 clusters Score -587299.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -587547.937500 Penalty: 2850.947266
	Iteration 5F: 3 clusters Score -587547.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -587783.750000 Penalty: 2850.947266
	Iteration 6Q: 3 clusters Score -587783.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -587983.000000 Penalty: 2850.947266
	Iteration 7Q: 3 clusters Score -587983 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -588156.437500 Penalty: 2850.947266
	Iteration 8Q: 3 clusters Score -588156.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -588294.875000 Penalty: 2850.947266
	Iteration 9Q: 3 clusters Score -588294.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -588406.000000 Penalty: 2850.947266
	Iteration 10Q: 3 clusters Score -588406 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -588494.562500 Penalty: 2850.947266
	Iteration 11Q: 3 clusters Score -588494.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -588576.250000 Penalty: 2850.947266
	Iteration 12Q: 3 clusters Score -588576.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -588645.437500 Penalty: 2850.947266
	Iteration 13Q: 3 clusters Score -588645.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -588695.000000 Penalty: 2850.947266
	Iteration 14Q: 3 clusters Score -588695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -588744.812500 Penalty: 2850.947266
	Iteration 15Q: 3 clusters Score -588744.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -588795.437500 Penalty: 2850.947266
	Iteration 16Q: 3 clusters Score -588795.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -588829.562500 Penalty: 2850.947266
	Iteration 17Q: 3 clusters Score -588829.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -588852.187500 Penalty: 2850.947266
	Iteration 18Q: 3 clusters Score -588852.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -588865.500000 Penalty: 2850.947266
	Iteration 19Q: 3 clusters Score -588865.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -588881.125000 Penalty: 2850.947266
	Iteration 20F: 3 clusters Score -588881.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -588900.812500 Penalty: 2850.947266
	Iteration 21Q: 3 clusters Score -588900.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -588927.250000 Penalty: 2850.947266
	Iteration 22Q: 3 clusters Score -588927.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -588961.312500 Penalty: 2850.947266
	Iteration 23Q: 3 clusters Score -588961.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -589048.625000 Penalty: 2850.947266
	Iteration 24Q: 3 clusters Score -589048.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -589241.437500 Penalty: 2850.947266
	Iteration 25Q: 3 clusters Score -589241.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -589548.812500 Penalty: 2850.947266
	Iteration 26Q: 3 clusters Score -589548.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -589660.500000 Penalty: 2850.947266
	Iteration 27Q: 3 clusters Score -589660.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -589704.312500 Penalty: 2850.947266
	Iteration 28Q: 3 clusters Score -589704.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -589720.812500 Penalty: 2850.947266
	Iteration 29Q: 3 clusters Score -589720.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -589729.687500 Penalty: 2850.947266
	Iteration 30Q: 3 clusters Score -589729.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -589734.937500 Penalty: 2850.947266
	Iteration 31Q: 3 clusters Score -589734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -589738.437500 Penalty: 2850.947266
	Iteration 32Q: 3 clusters Score -589738.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -589742.312500 Penalty: 2850.947266
	Iteration 33Q: 3 clusters Score -589742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -589745.125000 Penalty: 2850.947266
	Iteration 34Q: 3 clusters Score -589745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -589749.375000 Penalty: 2850.947266
	Iteration 35Q: 3 clusters Score -589749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -589749.687500 Penalty: 2850.947266
	Iteration 36Q: 3 clusters Score -589749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -589750.625000 Penalty: 2850.947266
	Iteration 37Q: 3 clusters Score -589750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -589753.437500 Penalty: 2850.947266
	Iteration 38Q: 3 clusters Score -589753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -589755.437500 Penalty: 2850.947266
	Iteration 39Q: 3 clusters Score -589755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -589758.375000 Penalty: 2850.947266
	Iteration 40F: 3 clusters Score -589758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -589761.000000 Penalty: 2850.947266
	Iteration 41Q: 3 clusters Score -589761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -589763.562500 Penalty: 2850.947266
	Iteration 42Q: 3 clusters Score -589763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -589762.937500 Penalty: 2850.947266
	Iteration 43Q: 3 clusters Score -589762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -589762.937500 Penalty: 2850.947266
	Iteration 44F: 3 clusters Score -589762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 125322 members 
Mstep: Class 22 contains 24501 members 
Entering Unmasked Estep 
Score: -52376312.000000 Penalty: 45076.125000
Splitting cluster 13 changes total score from -52373340.000000 to -52376312.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -378086.906250 Penalty: 1345.368408
	Iteration 0F: 2 clusters Score -378086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -374826.906250 Penalty: 2690.736816
	Iteration 0F: 3 clusters Score -374826.9 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -375768.343750 Penalty: 2690.736816
	Iteration 1F: 3 clusters Score -375768.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -375945.250000 Penalty: 2690.736816
	Iteration 2F: 3 clusters Score -375945.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -376038.156250 Penalty: 2690.736816
	Iteration 3F: 3 clusters Score -376038.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -376095.375000 Penalty: 2690.736816
	Iteration 4Q: 3 clusters Score -376095.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -376145.218750 Penalty: 2690.736816
	Iteration 5Q: 3 clusters Score -376145.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -376191.218750 Penalty: 2690.736816
	Iteration 6Q: 3 clusters Score -376191.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -376229.843750 Penalty: 2690.736816
	Iteration 7Q: 3 clusters Score -376229.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -376265.718750 Penalty: 2690.736816
	Iteration 8Q: 3 clusters Score -376265.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -376295.781250 Penalty: 2690.736816
	Iteration 9Q: 3 clusters Score -376295.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -376314.375000 Penalty: 2690.736816
	Iteration 10Q: 3 clusters Score -376314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -376333.625000 Penalty: 2690.736816
	Iteration 11Q: 3 clusters Score -376333.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -376350.281250 Penalty: 2690.736816
	Iteration 12Q: 3 clusters Score -376350.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -376362.531250 Penalty: 2690.736816
	Iteration 13Q: 3 clusters Score -376362.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -376375.968750 Penalty: 2690.736816
	Iteration 14Q: 3 clusters Score -376376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -376387.562500 Penalty: 2690.736816
	Iteration 15Q: 3 clusters Score -376387.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -376396.156250 Penalty: 2690.736816
	Iteration 16Q: 3 clusters Score -376396.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -376405.375000 Penalty: 2690.736816
	Iteration 17Q: 3 clusters Score -376405.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -376415.781250 Penalty: 2690.736816
	Iteration 18Q: 3 clusters Score -376415.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -376424.812500 Penalty: 2690.736816
	Iteration 19Q: 3 clusters Score -376424.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -376433.281250 Penalty: 2690.736816
	Iteration 20F: 3 clusters Score -376433.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -376439.593750 Penalty: 2690.736816
	Iteration 21Q: 3 clusters Score -376439.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -376444.812500 Penalty: 2690.736816
	Iteration 22Q: 3 clusters Score -376444.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -376449.062500 Penalty: 2690.736816
	Iteration 23Q: 3 clusters Score -376449.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -376453.656250 Penalty: 2690.736816
	Iteration 24Q: 3 clusters Score -376453.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -376459.062500 Penalty: 2690.736816
	Iteration 25Q: 3 clusters Score -376459.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -376462.906250 Penalty: 2690.736816
	Iteration 26Q: 3 clusters Score -376462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -376466.312500 Penalty: 2690.736816
	Iteration 27Q: 3 clusters Score -376466.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -376468.375000 Penalty: 2690.736816
	Iteration 28Q: 3 clusters Score -376468.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376470.468750 Penalty: 2690.736816
	Iteration 29Q: 3 clusters Score -376470.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -376474.218750 Penalty: 2690.736816
	Iteration 30Q: 3 clusters Score -376474.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -376478.062500 Penalty: 2690.736816
	Iteration 31Q: 3 clusters Score -376478.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -376483.562500 Penalty: 2690.736816
	Iteration 32Q: 3 clusters Score -376483.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -376490.593750 Penalty: 2690.736816
	Iteration 33Q: 3 clusters Score -376490.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -376501.812500 Penalty: 2690.736816
	Iteration 34Q: 3 clusters Score -376501.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -376510.093750 Penalty: 2690.736816
	Iteration 35Q: 3 clusters Score -376510.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -376518.500000 Penalty: 2690.736816
	Iteration 36Q: 3 clusters Score -376518.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -376529.000000 Penalty: 2690.736816
	Iteration 37Q: 3 clusters Score -376529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -376534.406250 Penalty: 2690.736816
	Iteration 38Q: 3 clusters Score -376534.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -376539.250000 Penalty: 2690.736816
	Iteration 39Q: 3 clusters Score -376539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -376541.687500 Penalty: 2690.736816
	Iteration 40F: 3 clusters Score -376541.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -376543.875000 Penalty: 2690.736816
	Iteration 41Q: 3 clusters Score -376543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -376547.843750 Penalty: 2690.736816
	Iteration 42Q: 3 clusters Score -376547.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -376550.968750 Penalty: 2690.736816
	Iteration 43Q: 3 clusters Score -376551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -376554.250000 Penalty: 2690.736816
	Iteration 44Q: 3 clusters Score -376554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -376558.843750 Penalty: 2690.736816
	Iteration 45Q: 3 clusters Score -376558.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -376570.312500 Penalty: 2690.736816
	Iteration 46Q: 3 clusters Score -376570.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -376584.281250 Penalty: 2690.736816
	Iteration 47Q: 3 clusters Score -376584.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -376595.125000 Penalty: 2690.736816
	Iteration 48Q: 3 clusters Score -376595.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -376607.093750 Penalty: 2690.736816
	Iteration 49Q: 3 clusters Score -376607.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -376622.187500 Penalty: 2690.736816
	Iteration 50Q: 3 clusters Score -376622.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -376632.625000 Penalty: 2690.736816
	Iteration 51Q: 3 clusters Score -376632.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -376639.593750 Penalty: 2690.736816
	Iteration 52Q: 3 clusters Score -376639.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -376648.406250 Penalty: 2690.736816
	Iteration 53Q: 3 clusters Score -376648.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -376661.500000 Penalty: 2690.736816
	Iteration 54Q: 3 clusters Score -376661.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -376680.093750 Penalty: 2690.736816
	Iteration 55Q: 3 clusters Score -376680.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -376703.750000 Penalty: 2690.736816
	Iteration 56Q: 3 clusters Score -376703.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -376733.375000 Penalty: 2690.736816
	Iteration 57Q: 3 clusters Score -376733.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -376757.000000 Penalty: 2690.736816
	Iteration 58Q: 3 clusters Score -376757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -376773.625000 Penalty: 2690.736816
	Iteration 59Q: 3 clusters Score -376773.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -376786.468750 Penalty: 2690.736816
	Iteration 60F: 3 clusters Score -376786.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -376801.343750 Penalty: 2690.736816
	Iteration 61Q: 3 clusters Score -376801.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -376816.031250 Penalty: 2690.736816
	Iteration 62Q: 3 clusters Score -376816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -376831.750000 Penalty: 2690.736816
	Iteration 63Q: 3 clusters Score -376831.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -376846.968750 Penalty: 2690.736816
	Iteration 64Q: 3 clusters Score -376847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -376858.375000 Penalty: 2690.736816
	Iteration 65Q: 3 clusters Score -376858.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -376874.687500 Penalty: 2690.736816
	Iteration 66Q: 3 clusters Score -376874.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376885.625000 Penalty: 2690.736816
	Iteration 67Q: 3 clusters Score -376885.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376894.031250 Penalty: 2690.736816
	Iteration 68Q: 3 clusters Score -376894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -376903.625000 Penalty: 2690.736816
	Iteration 69Q: 3 clusters Score -376903.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -376909.187500 Penalty: 2690.736816
	Iteration 70Q: 3 clusters Score -376909.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -376914.500000 Penalty: 2690.736816
	Iteration 71Q: 3 clusters Score -376914.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -376917.718750 Penalty: 2690.736816
	Iteration 72Q: 3 clusters Score -376917.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -376921.062500 Penalty: 2690.736816
	Iteration 73Q: 3 clusters Score -376921.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -376925.906250 Penalty: 2690.736816
	Iteration 74Q: 3 clusters Score -376925.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -376935.937500 Penalty: 2690.736816
	Iteration 75Q: 3 clusters Score -376935.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -376943.437500 Penalty: 2690.736816
	Iteration 76Q: 3 clusters Score -376943.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -376946.937500 Penalty: 2690.736816
	Iteration 77Q: 3 clusters Score -376946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -376947.906250 Penalty: 2690.736816
	Iteration 78Q: 3 clusters Score -376947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -376950.656250 Penalty: 2690.736816
	Iteration 79Q: 3 clusters Score -376950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -376951.531250 Penalty: 2690.736816
	Iteration 80F: 3 clusters Score -376951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -376952.218750 Penalty: 2690.736816
	Iteration 81Q: 3 clusters Score -376952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -376952.218750 Penalty: 2690.736816
	Iteration 82F: 3 clusters Score -376952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -811836.375000 Penalty: 1464.669556
	Iteration 0F: 2 clusters Score -811836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -805856.187500 Penalty: 2929.339111
	Iteration 0F: 3 clusters Score -805856.2 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -807633.812500 Penalty: 2929.339111
	Iteration 1F: 3 clusters Score -807633.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -807833.875000 Penalty: 2929.339111
	Iteration 2F: 3 clusters Score -807833.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -807993.812500 Penalty: 2929.339111
	Iteration 3Q: 3 clusters Score -807993.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -808140.750000 Penalty: 2929.339111
	Iteration 4Q: 3 clusters Score -808140.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -808271.687500 Penalty: 2929.339111
	Iteration 5Q: 3 clusters Score -808271.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -808375.125000 Penalty: 2929.339111
	Iteration 6Q: 3 clusters Score -808375.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -808493.687500 Penalty: 2929.339111
	Iteration 7Q: 3 clusters Score -808493.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -808614.000000 Penalty: 2929.339111
	Iteration 8Q: 3 clusters Score -808614 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -808717.562500 Penalty: 2929.339111
	Iteration 9Q: 3 clusters Score -808717.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -808819.000000 Penalty: 2929.339111
	Iteration 10Q: 3 clusters Score -808819 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -808949.125000 Penalty: 2929.339111
	Iteration 11Q: 3 clusters Score -808949.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -809081.687500 Penalty: 2929.339111
	Iteration 12Q: 3 clusters Score -809081.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -809215.625000 Penalty: 2929.339111
	Iteration 13Q: 3 clusters Score -809215.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -809350.625000 Penalty: 2929.339111
	Iteration 14Q: 3 clusters Score -809350.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -809482.437500 Penalty: 2929.339111
	Iteration 15Q: 3 clusters Score -809482.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -809585.375000 Penalty: 2929.339111
	Iteration 16Q: 3 clusters Score -809585.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -809675.500000 Penalty: 2929.339111
	Iteration 17Q: 3 clusters Score -809675.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -809750.125000 Penalty: 2929.339111
	Iteration 18Q: 3 clusters Score -809750.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -809835.312500 Penalty: 2929.339111
	Iteration 19Q: 3 clusters Score -809835.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -809900.000000 Penalty: 2929.339111
	Iteration 20F: 3 clusters Score -809900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -809952.875000 Penalty: 2929.339111
	Iteration 21Q: 3 clusters Score -809952.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -810000.375000 Penalty: 2929.339111
	Iteration 22Q: 3 clusters Score -810000.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -810039.125000 Penalty: 2929.339111
	Iteration 23Q: 3 clusters Score -810039.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -810072.937500 Penalty: 2929.339111
	Iteration 24Q: 3 clusters Score -810072.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -810100.687500 Penalty: 2929.339111
	Iteration 25Q: 3 clusters Score -810100.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -810121.375000 Penalty: 2929.339111
	Iteration 26Q: 3 clusters Score -810121.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -810140.687500 Penalty: 2929.339111
	Iteration 27Q: 3 clusters Score -810140.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -810159.812500 Penalty: 2929.339111
	Iteration 28Q: 3 clusters Score -810159.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -810171.687500 Penalty: 2929.339111
	Iteration 29Q: 3 clusters Score -810171.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -810183.375000 Penalty: 2929.339111
	Iteration 30Q: 3 clusters Score -810183.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -810192.062500 Penalty: 2929.339111
	Iteration 31Q: 3 clusters Score -810192.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -810205.375000 Penalty: 2929.339111
	Iteration 32Q: 3 clusters Score -810205.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -810222.625000 Penalty: 2929.339111
	Iteration 33Q: 3 clusters Score -810222.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -810237.187500 Penalty: 2929.339111
	Iteration 34Q: 3 clusters Score -810237.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -810255.250000 Penalty: 2929.339111
	Iteration 35Q: 3 clusters Score -810255.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -810270.812500 Penalty: 2929.339111
	Iteration 36Q: 3 clusters Score -810270.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -810294.250000 Penalty: 2929.339111
	Iteration 37Q: 3 clusters Score -810294.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -810314.687500 Penalty: 2929.339111
	Iteration 38Q: 3 clusters Score -810314.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -810335.125000 Penalty: 2929.339111
	Iteration 39Q: 3 clusters Score -810335.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -810353.312500 Penalty: 2929.339111
	Iteration 40F: 3 clusters Score -810353.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -810371.937500 Penalty: 2929.339111
	Iteration 41Q: 3 clusters Score -810371.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -810385.000000 Penalty: 2929.339111
	Iteration 42Q: 3 clusters Score -810385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -810395.750000 Penalty: 2929.339111
	Iteration 43Q: 3 clusters Score -810395.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -810409.937500 Penalty: 2929.339111
	Iteration 44Q: 3 clusters Score -810409.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -810424.125000 Penalty: 2929.339111
	Iteration 45Q: 3 clusters Score -810424.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -810438.437500 Penalty: 2929.339111
	Iteration 46Q: 3 clusters Score -810438.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -810459.875000 Penalty: 2929.339111
	Iteration 47Q: 3 clusters Score -810459.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -810487.625000 Penalty: 2929.339111
	Iteration 48Q: 3 clusters Score -810487.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -810514.312500 Penalty: 2929.339111
	Iteration 49Q: 3 clusters Score -810514.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -810536.312500 Penalty: 2929.339111
	Iteration 50Q: 3 clusters Score -810536.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -810558.562500 Penalty: 2929.339111
	Iteration 51Q: 3 clusters Score -810558.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -810580.500000 Penalty: 2929.339111
	Iteration 52Q: 3 clusters Score -810580.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -810597.750000 Penalty: 2929.339111
	Iteration 53Q: 3 clusters Score -810597.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -810627.562500 Penalty: 2929.339111
	Iteration 54Q: 3 clusters Score -810627.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -810650.062500 Penalty: 2929.339111
	Iteration 55Q: 3 clusters Score -810650.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -810669.812500 Penalty: 2929.339111
	Iteration 56Q: 3 clusters Score -810669.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -810683.187500 Penalty: 2929.339111
	Iteration 57Q: 3 clusters Score -810683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -810688.187500 Penalty: 2929.339111
	Iteration 58Q: 3 clusters Score -810688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -810697.875000 Penalty: 2929.339111
	Iteration 59Q: 3 clusters Score -810697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -810704.375000 Penalty: 2929.339111
	Iteration 60F: 3 clusters Score -810704.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -810708.687500 Penalty: 2929.339111
	Iteration 61Q: 3 clusters Score -810708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -810715.750000 Penalty: 2929.339111
	Iteration 62Q: 3 clusters Score -810715.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -810721.500000 Penalty: 2929.339111
	Iteration 63Q: 3 clusters Score -810721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -810724.312500 Penalty: 2929.339111
	Iteration 64Q: 3 clusters Score -810724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -810728.750000 Penalty: 2929.339111
	Iteration 65Q: 3 clusters Score -810728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -810729.437500 Penalty: 2929.339111
	Iteration 66Q: 3 clusters Score -810729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -810737.125000 Penalty: 2929.339111
	Iteration 67Q: 3 clusters Score -810737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -810742.687500 Penalty: 2929.339111
	Iteration 68Q: 3 clusters Score -810742.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -810747.250000 Penalty: 2929.339111
	Iteration 69Q: 3 clusters Score -810747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -810756.625000 Penalty: 2929.339111
	Iteration 70Q: 3 clusters Score -810756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -810758.875000 Penalty: 2929.339111
	Iteration 71Q: 3 clusters Score -810758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -810760.812500 Penalty: 2929.339111
	Iteration 72Q: 3 clusters Score -810760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -810762.562500 Penalty: 2929.339111
	Iteration 73Q: 3 clusters Score -810762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -810762.875000 Penalty: 2929.339111
	Iteration 74Q: 3 clusters Score -810762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -810763.687500 Penalty: 2929.339111
	Iteration 75Q: 3 clusters Score -810763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -810764.000000 Penalty: 2929.339111
	Iteration 76Q: 3 clusters Score -810764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -810764.000000 Penalty: 2929.339111
	Iteration 77F: 3 clusters Score -810764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Entering Unmasked Estep 
Score: -928704.125000 Penalty: 1496.647827
	Iteration 0F: 2 clusters Score -928704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -921623.875000 Penalty: 2993.295654
	Iteration 0F: 3 clusters Score -921623.9 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -924394.937500 Penalty: 2993.295654
	Iteration 1F: 3 clusters Score -924394.9 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -925095.812500 Penalty: 2993.295654
	Iteration 2F: 3 clusters Score -925095.8 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -925881.375000 Penalty: 2993.295654
	Iteration 3F: 3 clusters Score -925881.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -926740.875000 Penalty: 2993.295654
	Iteration 4F: 3 clusters Score -926740.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -927500.125000 Penalty: 2993.295654
	Iteration 5F: 3 clusters Score -927500.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -928104.937500 Penalty: 2993.295654
	Iteration 6F: 3 clusters Score -928104.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -928590.312500 Penalty: 2993.295654
	Iteration 7F: 3 clusters Score -928590.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -928939.312500 Penalty: 2993.295654
	Iteration 8Q: 3 clusters Score -928939.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -929157.125000 Penalty: 2993.295654
	Iteration 9Q: 3 clusters Score -929157.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -929276.625000 Penalty: 2993.295654
	Iteration 10Q: 3 clusters Score -929276.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -929352.000000 Penalty: 2993.295654
	Iteration 11Q: 3 clusters Score -929352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -929408.562500 Penalty: 2993.295654
	Iteration 12Q: 3 clusters Score -929408.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -929449.437500 Penalty: 2993.295654
	Iteration 13Q: 3 clusters Score -929449.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -929483.000000 Penalty: 2993.295654
	Iteration 14Q: 3 clusters Score -929483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -929499.812500 Penalty: 2993.295654
	Iteration 15Q: 3 clusters Score -929499.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -929514.625000 Penalty: 2993.295654
	Iteration 16Q: 3 clusters Score -929514.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -929520.250000 Penalty: 2993.295654
	Iteration 17Q: 3 clusters Score -929520.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -929527.187500 Penalty: 2993.295654
	Iteration 18Q: 3 clusters Score -929527.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -929532.125000 Penalty: 2993.295654
	Iteration 19Q: 3 clusters Score -929532.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -929540.250000 Penalty: 2993.295654
	Iteration 20F: 3 clusters Score -929540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -929545.062500 Penalty: 2993.295654
	Iteration 21Q: 3 clusters Score -929545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -929547.062500 Penalty: 2993.295654
	Iteration 22Q: 3 clusters Score -929547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -929546.562500 Penalty: 2993.295654
	Iteration 23Q: 3 clusters Score -929546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -929550.875000 Penalty: 2993.295654
	Iteration 24Q: 3 clusters Score -929550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -929549.687500 Penalty: 2993.295654
	Iteration 25Q: 3 clusters Score -929549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -929550.875000 Penalty: 2993.295654
	Iteration 26Q: 3 clusters Score -929550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -929552.312500 Penalty: 2993.295654
	Iteration 27Q: 3 clusters Score -929552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -929551.812500 Penalty: 2993.295654
	Iteration 28Q: 3 clusters Score -929551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -929552.812500 Penalty: 2993.295654
	Iteration 29Q: 3 clusters Score -929552.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -929555.062500 Penalty: 2993.295654
	Iteration 30Q: 3 clusters Score -929555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -929554.562500 Penalty: 2993.295654
	Iteration 31Q: 3 clusters Score -929554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -929553.750000 Penalty: 2993.295654
	Iteration 32Q: 3 clusters Score -929553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -929554.687500 Penalty: 2993.295654
	Iteration 33Q: 3 clusters Score -929554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -929557.750000 Penalty: 2993.295654
	Iteration 34Q: 3 clusters Score -929557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -929557.750000 Penalty: 2993.295654
	Iteration 35F: 3 clusters Score -929557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 125322 members 
Mstep: Class 22 contains 24501 members 
Entering Unmasked Estep 
Score: -52376440.000000 Penalty: 47222.605469
Splitting cluster 19 changes total score from -52373340.000000 to -52376440.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 20 (7263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Entering Unmasked Estep 
Score: -638251.562500 Penalty: 1444.714111
	Iteration 0F: 2 clusters Score -638251.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -632884.125000 Penalty: 2889.428223
	Iteration 0F: 3 clusters Score -632884.1 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -634929.625000 Penalty: 2889.428223
	Iteration 1F: 3 clusters Score -634929.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -635357.187500 Penalty: 2889.428223
	Iteration 2F: 3 clusters Score -635357.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -635697.375000 Penalty: 2889.428223
	Iteration 3F: 3 clusters Score -635697.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -636024.687500 Penalty: 2889.428223
	Iteration 4F: 3 clusters Score -636024.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -636349.812500 Penalty: 2889.428223
	Iteration 5F: 3 clusters Score -636349.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -636713.375000 Penalty: 2889.428223
	Iteration 6F: 3 clusters Score -636713.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -637109.187500 Penalty: 2889.428223
	Iteration 7F: 3 clusters Score -637109.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -637503.875000 Penalty: 2889.428223
	Iteration 8Q: 3 clusters Score -637503.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -637763.750000 Penalty: 2889.428223
	Iteration 9Q: 3 clusters Score -637763.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -637930.250000 Penalty: 2889.428223
	Iteration 10Q: 3 clusters Score -637930.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -638021.437500 Penalty: 2889.428223
	Iteration 11Q: 3 clusters Score -638021.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -638083.187500 Penalty: 2889.428223
	Iteration 12Q: 3 clusters Score -638083.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -638123.875000 Penalty: 2889.428223
	Iteration 13Q: 3 clusters Score -638123.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -638157.187500 Penalty: 2889.428223
	Iteration 14Q: 3 clusters Score -638157.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -638181.375000 Penalty: 2889.428223
	Iteration 15Q: 3 clusters Score -638181.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -638200.250000 Penalty: 2889.428223
	Iteration 16Q: 3 clusters Score -638200.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -638215.250000 Penalty: 2889.428223
	Iteration 17Q: 3 clusters Score -638215.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -638225.000000 Penalty: 2889.428223
	Iteration 18Q: 3 clusters Score -638225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -638235.125000 Penalty: 2889.428223
	Iteration 19Q: 3 clusters Score -638235.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -638239.500000 Penalty: 2889.428223
	Iteration 20F: 3 clusters Score -638239.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -638243.812500 Penalty: 2889.428223
	Iteration 21Q: 3 clusters Score -638243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -638248.750000 Penalty: 2889.428223
	Iteration 22Q: 3 clusters Score -638248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -638253.187500 Penalty: 2889.428223
	Iteration 23Q: 3 clusters Score -638253.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -638258.687500 Penalty: 2889.428223
	Iteration 24Q: 3 clusters Score -638258.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -638264.250000 Penalty: 2889.428223
	Iteration 25Q: 3 clusters Score -638264.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -638272.687500 Penalty: 2889.428223
	Iteration 26Q: 3 clusters Score -638272.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -638278.625000 Penalty: 2889.428223
	Iteration 27Q: 3 clusters Score -638278.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -638286.250000 Penalty: 2889.428223
	Iteration 28Q: 3 clusters Score -638286.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -638292.125000 Penalty: 2889.428223
	Iteration 29Q: 3 clusters Score -638292.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -638296.250000 Penalty: 2889.428223
	Iteration 30Q: 3 clusters Score -638296.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -638299.437500 Penalty: 2889.428223
	Iteration 31Q: 3 clusters Score -638299.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -638303.812500 Penalty: 2889.428223
	Iteration 32Q: 3 clusters Score -638303.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -638308.937500 Penalty: 2889.428223
	Iteration 33Q: 3 clusters Score -638308.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -638313.937500 Penalty: 2889.428223
	Iteration 34Q: 3 clusters Score -638313.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -638315.875000 Penalty: 2889.428223
	Iteration 35Q: 3 clusters Score -638315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -638318.187500 Penalty: 2889.428223
	Iteration 36Q: 3 clusters Score -638318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -638320.187500 Penalty: 2889.428223
	Iteration 37Q: 3 clusters Score -638320.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -638323.187500 Penalty: 2889.428223
	Iteration 38Q: 3 clusters Score -638323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -638325.125000 Penalty: 2889.428223
	Iteration 39Q: 3 clusters Score -638325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -638324.937500 Penalty: 2889.428223
	Iteration 40F: 3 clusters Score -638324.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -638326.937500 Penalty: 2889.428223
	Iteration 41Q: 3 clusters Score -638326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -638325.937500 Penalty: 2889.428223
	Iteration 42Q: 3 clusters Score -638325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -638327.000000 Penalty: 2889.428223
	Iteration 43Q: 3 clusters Score -638327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -638328.000000 Penalty: 2889.428223
	Iteration 44Q: 3 clusters Score -638328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -638327.812500 Penalty: 2889.428223
	Iteration 45Q: 3 clusters Score -638327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -638328.687500 Penalty: 2889.428223
	Iteration 46Q: 3 clusters Score -638328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -638328.750000 Penalty: 2889.428223
	Iteration 47Q: 3 clusters Score -638328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -638328.750000 Penalty: 2889.428223
	Iteration 48F: 3 clusters Score -638328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 125322 members 
Mstep: Class 22 contains 24501 members 
Mstep: Class 23 contains 2616 members 
Entering Unmasked Estep 
Score: -52375676.000000 Penalty: 49369.089844
Splitting cluster 20 changes total score from -52373340.000000 to -52375676.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (125322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125322 members 
Entering Unmasked Estep 
Score: -12383413.000000 Penalty: 1907.529297
	Iteration 0F: 2 clusters Score -1.238341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -12300917.000000 Penalty: 3815.058594
	Iteration 0F: 3 clusters Score -1.230092e+07 nChanged 60255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -12338047.000000 Penalty: 3815.058594
	Iteration 1F: 3 clusters Score -1.233805e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -12341323.000000 Penalty: 3815.058594
	Iteration 2F: 3 clusters Score -1.234132e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -12346873.000000 Penalty: 3815.058594
	Iteration 3F: 3 clusters Score -1.234687e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -12354699.000000 Penalty: 3815.058594
	Iteration 4F: 3 clusters Score -1.23547e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -12363453.000000 Penalty: 3815.058594
	Iteration 5F: 3 clusters Score -1.236345e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -12371049.000000 Penalty: 3815.058594
	Iteration 6F: 3 clusters Score -1.237105e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -12376981.000000 Penalty: 3815.058594
	Iteration 7Q: 3 clusters Score -1.237698e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116123 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -12380901.000000 Penalty: 3815.058594
	Iteration 8Q: 3 clusters Score -1.23809e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -12382645.000000 Penalty: 3815.058594
	Iteration 9Q: 3 clusters Score -1.238264e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -12383271.000000 Penalty: 3815.058594
	Iteration 10Q: 3 clusters Score -1.238327e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -12383754.000000 Penalty: 3815.058594
	Iteration 11Q: 3 clusters Score -1.238375e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -12383972.000000 Penalty: 3815.058594
	Iteration 12Q: 3 clusters Score -1.238397e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -12384150.000000 Penalty: 3815.058594
	Iteration 13Q: 3 clusters Score -1.238415e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -12384345.000000 Penalty: 3815.058594
	Iteration 14Q: 3 clusters Score -1.238434e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115123 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -12384469.000000 Penalty: 3815.058594
	Iteration 15Q: 3 clusters Score -1.238447e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114787 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -12384573.000000 Penalty: 3815.058594
	Iteration 16Q: 3 clusters Score -1.238457e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114452 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -12384619.000000 Penalty: 3815.058594
	Iteration 17Q: 3 clusters Score -1.238462e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -12384682.000000 Penalty: 3815.058594
	Iteration 18Q: 3 clusters Score -1.238468e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -12384782.000000 Penalty: 3815.058594
	Iteration 19Q: 3 clusters Score -1.238478e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -12384846.000000 Penalty: 3815.058594
	Iteration 20F: 3 clusters Score -1.238485e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -12384953.000000 Penalty: 3815.058594
	Iteration 21Q: 3 clusters Score -1.238495e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -12384995.000000 Penalty: 3815.058594
	Iteration 22Q: 3 clusters Score -1.2385e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112455 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -12385050.000000 Penalty: 3815.058594
	Iteration 23Q: 3 clusters Score -1.238505e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -12385145.000000 Penalty: 3815.058594
	Iteration 24Q: 3 clusters Score -1.238514e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -12385237.000000 Penalty: 3815.058594
	Iteration 25Q: 3 clusters Score -1.238524e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -12385305.000000 Penalty: 3815.058594
	Iteration 26Q: 3 clusters Score -1.23853e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -12385354.000000 Penalty: 3815.058594
	Iteration 27Q: 3 clusters Score -1.238535e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -12385395.000000 Penalty: 3815.058594
	Iteration 28Q: 3 clusters Score -1.23854e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110566 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -12385453.000000 Penalty: 3815.058594
	Iteration 29Q: 3 clusters Score -1.238545e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110267 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -12385532.000000 Penalty: 3815.058594
	Iteration 30Q: 3 clusters Score -1.238553e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -12385599.000000 Penalty: 3815.058594
	Iteration 31Q: 3 clusters Score -1.23856e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -12385671.000000 Penalty: 3815.058594
	Iteration 32Q: 3 clusters Score -1.238567e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109316 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -12385707.000000 Penalty: 3815.058594
	Iteration 33Q: 3 clusters Score -1.238571e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108958 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -12385768.000000 Penalty: 3815.058594
	Iteration 34Q: 3 clusters Score -1.238577e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108598 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -12385818.000000 Penalty: 3815.058594
	Iteration 35Q: 3 clusters Score -1.238582e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -12385873.000000 Penalty: 3815.058594
	Iteration 36Q: 3 clusters Score -1.238587e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -12385974.000000 Penalty: 3815.058594
	Iteration 37Q: 3 clusters Score -1.238597e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -12386013.000000 Penalty: 3815.058594
	Iteration 38Q: 3 clusters Score -1.238601e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -12386056.000000 Penalty: 3815.058594
	Iteration 39Q: 3 clusters Score -1.238606e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -12386129.000000 Penalty: 3815.058594
	Iteration 40F: 3 clusters Score -1.238613e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -12386145.000000 Penalty: 3815.058594
	Iteration 41Q: 3 clusters Score -1.238614e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -12386168.000000 Penalty: 3815.058594
	Iteration 42Q: 3 clusters Score -1.238617e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106143 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -12386190.000000 Penalty: 3815.058594
	Iteration 43Q: 3 clusters Score -1.238619e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -12386252.000000 Penalty: 3815.058594
	Iteration 44Q: 3 clusters Score -1.238625e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105609 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -12386255.000000 Penalty: 3815.058594
	Iteration 45Q: 3 clusters Score -1.238626e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -12386286.000000 Penalty: 3815.058594
	Iteration 46Q: 3 clusters Score -1.238629e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -12386343.000000 Penalty: 3815.058594
	Iteration 47Q: 3 clusters Score -1.238634e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -12386393.000000 Penalty: 3815.058594
	Iteration 48Q: 3 clusters Score -1.238639e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -12386412.000000 Penalty: 3815.058594
	Iteration 49Q: 3 clusters Score -1.238641e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104417 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -12386437.000000 Penalty: 3815.058594
	Iteration 50Q: 3 clusters Score -1.238644e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104243 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -12386450.000000 Penalty: 3815.058594
	Iteration 51Q: 3 clusters Score -1.238645e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -12386486.000000 Penalty: 3815.058594
	Iteration 52Q: 3 clusters Score -1.238649e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -12386542.000000 Penalty: 3815.058594
	Iteration 53Q: 3 clusters Score -1.238654e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -12386576.000000 Penalty: 3815.058594
	Iteration 54Q: 3 clusters Score -1.238658e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -12386598.000000 Penalty: 3815.058594
	Iteration 55Q: 3 clusters Score -1.23866e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -12386624.000000 Penalty: 3815.058594
	Iteration 56Q: 3 clusters Score -1.238662e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -12386626.000000 Penalty: 3815.058594
	Iteration 57Q: 3 clusters Score -1.238663e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -12386633.000000 Penalty: 3815.058594
	Iteration 58Q: 3 clusters Score -1.238663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -12386634.000000 Penalty: 3815.058594
	Iteration 59Q: 3 clusters Score -1.238663e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -12386642.000000 Penalty: 3815.058594
	Iteration 60F: 3 clusters Score -1.238664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -12386648.000000 Penalty: 3815.058594
	Iteration 61Q: 3 clusters Score -1.238665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -12386634.000000 Penalty: 3815.058594
	Iteration 62Q: 3 clusters Score -1.238663e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -12386657.000000 Penalty: 3815.058594
	Iteration 63Q: 3 clusters Score -1.238666e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -12386647.000000 Penalty: 3815.058594
	Iteration 64Q: 3 clusters Score -1.238665e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -12386656.000000 Penalty: 3815.058594
	Iteration 65Q: 3 clusters Score -1.238666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -12386649.000000 Penalty: 3815.058594
	Iteration 66Q: 3 clusters Score -1.238665e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -12386660.000000 Penalty: 3815.058594
	Iteration 67Q: 3 clusters Score -1.238666e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -12386642.000000 Penalty: 3815.058594
	Iteration 68Q: 3 clusters Score -1.238664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -12386650.000000 Penalty: 3815.058594
	Iteration 69Q: 3 clusters Score -1.238665e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -12386657.000000 Penalty: 3815.058594
	Iteration 70Q: 3 clusters Score -1.238666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -12386656.000000 Penalty: 3815.058594
	Iteration 71Q: 3 clusters Score -1.238666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -12386663.000000 Penalty: 3815.058594
	Iteration 72Q: 3 clusters Score -1.238666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -12386667.000000 Penalty: 3815.058594
	Iteration 73Q: 3 clusters Score -1.238667e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -12386683.000000 Penalty: 3815.058594
	Iteration 74Q: 3 clusters Score -1.238668e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -12386671.000000 Penalty: 3815.058594
	Iteration 75Q: 3 clusters Score -1.238667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -12386660.000000 Penalty: 3815.058594
	Iteration 76Q: 3 clusters Score -1.238666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102519 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -12386664.000000 Penalty: 3815.058594
	Iteration 77Q: 3 clusters Score -1.238666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -12386664.000000 Penalty: 3815.058594
	Iteration 78Q: 3 clusters Score -1.238666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -12386661.000000 Penalty: 3815.058594
	Iteration 79Q: 3 clusters Score -1.238666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -12386666.000000 Penalty: 3815.058594
	Iteration 80F: 3 clusters Score -1.238667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -12386678.000000 Penalty: 3815.058594
	Iteration 81Q: 3 clusters Score -1.238668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102409 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -12386701.000000 Penalty: 3815.058594
	Iteration 82Q: 3 clusters Score -1.23867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -12386692.000000 Penalty: 3815.058594
	Iteration 83Q: 3 clusters Score -1.238669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102386 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -12386696.000000 Penalty: 3815.058594
	Iteration 84Q: 3 clusters Score -1.23867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102381 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -12386693.000000 Penalty: 3815.058594
	Iteration 85Q: 3 clusters Score -1.238669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102378 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -12386685.000000 Penalty: 3815.058594
	Iteration 86Q: 3 clusters Score -1.238668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -12386702.000000 Penalty: 3815.058594
	Iteration 87Q: 3 clusters Score -1.23867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -12386700.000000 Penalty: 3815.058594
	Iteration 88Q: 3 clusters Score -1.23867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -12386705.000000 Penalty: 3815.058594
	Iteration 89Q: 3 clusters Score -1.23867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -12386709.000000 Penalty: 3815.058594
	Iteration 90Q: 3 clusters Score -1.238671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102355 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -12386714.000000 Penalty: 3815.058594
	Iteration 91Q: 3 clusters Score -1.238671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102351 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -12386713.000000 Penalty: 3815.058594
	Iteration 92Q: 3 clusters Score -1.238671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102346 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -12386713.000000 Penalty: 3815.058594
	Iteration 93Q: 3 clusters Score -1.238671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -12386723.000000 Penalty: 3815.058594
	Iteration 94Q: 3 clusters Score -1.238672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102337 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -12386721.000000 Penalty: 3815.058594
	Iteration 95Q: 3 clusters Score -1.238672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -12386718.000000 Penalty: 3815.058594
	Iteration 96Q: 3 clusters Score -1.238672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -12386714.000000 Penalty: 3815.058594
	Iteration 97Q: 3 clusters Score -1.238671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -12386717.000000 Penalty: 3815.058594
	Iteration 98Q: 3 clusters Score -1.238672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -12386712.000000 Penalty: 3815.058594
	Iteration 99Q: 3 clusters Score -1.238671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102326 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -12386709.000000 Penalty: 3815.058594
	Iteration 100F: 3 clusters Score -1.238671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -12386714.000000 Penalty: 3815.058594
	Iteration 101Q: 3 clusters Score -1.238671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -12386724.000000 Penalty: 3815.058594
	Iteration 102Q: 3 clusters Score -1.238672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -12386715.000000 Penalty: 3815.058594
	Iteration 103Q: 3 clusters Score -1.238672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -12386715.000000 Penalty: 3815.058594
	Iteration 104F: 3 clusters Score -1.238672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 102321 members 
Mstep: Class 22 contains 24501 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 23001 members 
Entering Unmasked Estep 
Score: -52378380.000000 Penalty: 51515.570312
Splitting cluster 21 changes total score from -52373340.000000 to -52378380.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (24501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Entering Unmasked Estep 
Score: -2384838.000000 Penalty: 1642.301270
	Iteration 0F: 2 clusters Score -2384838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2368306.250000 Penalty: 3284.602539
	Iteration 0F: 3 clusters Score -2368306 nChanged 11139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2374490.250000 Penalty: 3284.602539
	Iteration 1F: 3 clusters Score -2374490 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2374917.750000 Penalty: 3284.602539
	Iteration 2Q: 3 clusters Score -2374918 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2375470.000000 Penalty: 3284.602539
	Iteration 3Q: 3 clusters Score -2375470 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2376180.500000 Penalty: 3284.602539
	Iteration 4Q: 3 clusters Score -2376180 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2377113.500000 Penalty: 3284.602539
	Iteration 5F: 3 clusters Score -2377114 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2378173.500000 Penalty: 3284.602539
	Iteration 6F: 3 clusters Score -2378174 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2379245.250000 Penalty: 3284.602539
	Iteration 7F: 3 clusters Score -2379245 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2380253.750000 Penalty: 3284.602539
	Iteration 8F: 3 clusters Score -2380254 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2381053.500000 Penalty: 3284.602539
	Iteration 9F: 3 clusters Score -2381054 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2381591.500000 Penalty: 3284.602539
	Iteration 10Q: 3 clusters Score -2381592 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2381959.000000 Penalty: 3284.602539
	Iteration 11Q: 3 clusters Score -2381959 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2382295.750000 Penalty: 3284.602539
	Iteration 12Q: 3 clusters Score -2382296 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2382677.500000 Penalty: 3284.602539
	Iteration 13Q: 3 clusters Score -2382678 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2383159.250000 Penalty: 3284.602539
	Iteration 14Q: 3 clusters Score -2383159 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2383678.250000 Penalty: 3284.602539
	Iteration 15Q: 3 clusters Score -2383678 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2384228.750000 Penalty: 3284.602539
	Iteration 16Q: 3 clusters Score -2384229 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2384771.750000 Penalty: 3284.602539
	Iteration 17Q: 3 clusters Score -2384772 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2385166.000000 Penalty: 3284.602539
	Iteration 18Q: 3 clusters Score -2385166 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2385399.500000 Penalty: 3284.602539
	Iteration 19Q: 3 clusters Score -2385400 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2385557.250000 Penalty: 3284.602539
	Iteration 20F: 3 clusters Score -2385557 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2385620.750000 Penalty: 3284.602539
	Iteration 21Q: 3 clusters Score -2385621 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2385669.750000 Penalty: 3284.602539
	Iteration 22Q: 3 clusters Score -2385670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2385677.750000 Penalty: 3284.602539
	Iteration 23Q: 3 clusters Score -2385678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2385689.000000 Penalty: 3284.602539
	Iteration 24Q: 3 clusters Score -2385689 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2385694.750000 Penalty: 3284.602539
	Iteration 25Q: 3 clusters Score -2385695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2385714.000000 Penalty: 3284.602539
	Iteration 26Q: 3 clusters Score -2385714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2385715.750000 Penalty: 3284.602539
	Iteration 27Q: 3 clusters Score -2385716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2385716.000000 Penalty: 3284.602539
	Iteration 28Q: 3 clusters Score -2385716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2385715.500000 Penalty: 3284.602539
	Iteration 29Q: 3 clusters Score -2385716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2385719.000000 Penalty: 3284.602539
	Iteration 30Q: 3 clusters Score -2385719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2385723.500000 Penalty: 3284.602539
	Iteration 31Q: 3 clusters Score -2385724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2385724.500000 Penalty: 3284.602539
	Iteration 32Q: 3 clusters Score -2385724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2385722.750000 Penalty: 3284.602539
	Iteration 33Q: 3 clusters Score -2385723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2385721.500000 Penalty: 3284.602539
	Iteration 34Q: 3 clusters Score -2385722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2385723.750000 Penalty: 3284.602539
	Iteration 35Q: 3 clusters Score -2385724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2385723.500000 Penalty: 3284.602539
	Iteration 36Q: 3 clusters Score -2385724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2385723.250000 Penalty: 3284.602539
	Iteration 37Q: 3 clusters Score -2385723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2385723.250000 Penalty: 3284.602539
	Iteration 38F: 3 clusters Score -2385723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 7 contains 35879 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 16097 members 
Mstep: Class 17 contains 5467 members 
Mstep: Class 18 contains 801 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 102321 members 
Mstep: Class 22 contains 11359 members 
Mstep: Class 23 contains 2616 members 
Mstep: Class 24 contains 23001 members 
Mstep: Class 25 contains 13142 members 
Entering Unmasked Estep 
Score: -52378708.000000 Penalty: 53662.054688
Splitting cluster 22 changes total score from -52373340.000000 to -52378708.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 136794 members 
Mstep: Class 3 contains 2733 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 33456 members 
Mstep: Class 6 contains 6449 members 
Mstep: Class 8 contains 33486 members 
Mstep: Class 9 contains 5782 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 4647 members 
Mstep: Class 21 contains 102321 members 
Mstep: Class 22 contains 11359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386324.000000 Penalty: 53662.054688
Iteration 39Q: 26 clusters Score -5.238632e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 135920 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 21644 members 
Mstep: Class 5 contains 33202 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 35125 members 
Mstep: Class 8 contains 34310 members 
Mstep: Class 9 contains 5736 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 9888 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 15782 members 
Mstep: Class 17 contains 5416 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 4749 members 
Mstep: Class 21 contains 103215 members 
Mstep: Class 22 contains 11590 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 22316 members 
Mstep: Class 25 contains 12585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52392752.000000 Penalty: 53662.054688
Iteration 40F: 26 clusters Score -5.239275e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 133992 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 21310 members 
Mstep: Class 5 contains 32875 members 
Mstep: Class 6 contains 6477 members 
Mstep: Class 7 contains 35222 members 
Mstep: Class 8 contains 34395 members 
Mstep: Class 9 contains 5599 members 
Mstep: Class 10 contains 1922 members 
Mstep: Class 11 contains 10090 members 
Mstep: Class 12 contains 11121 members 
Mstep: Class 13 contains 1257 members 
Mstep: Class 14 contains 3936 members 
Mstep: Class 15 contains 8359 members 
Mstep: Class 16 contains 16394 members 
Mstep: Class 17 contains 5440 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 8680 members 
Mstep: Class 20 contains 4803 members 
Mstep: Class 21 contains 103391 members 
Mstep: Class 22 contains 11741 members 
Mstep: Class 23 contains 3129 members 
Mstep: Class 24 contains 22545 members 
Mstep: Class 25 contains 13129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52396064.000000 Penalty: 53662.054688
Iteration 41Q: 26 clusters Score -5.239606e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 132370 members 
Mstep: Class 3 contains 2717 members 
Mstep: Class 4 contains 21039 members 
Mstep: Class 5 contains 32551 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 34477 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 1921 members 
Mstep: Class 11 contains 10329 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 1293 members 
Mstep: Class 14 contains 3933 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 16 contains 16739 members 
Mstep: Class 17 contains 5403 members 
Mstep: Class 18 contains 866 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 4863 members 
Mstep: Class 21 contains 103835 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 3553 members 
Mstep: Class 24 contains 22721 members 
Mstep: Class 25 contains 13561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52397916.000000 Penalty: 53662.054688
Iteration 42Q: 26 clusters Score -5.239792e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 131066 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 20815 members 
Mstep: Class 5 contains 32261 members 
Mstep: Class 6 contains 6408 members 
Mstep: Class 7 contains 35049 members 
Mstep: Class 8 contains 34486 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 10536 members 
Mstep: Class 12 contains 11283 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 3933 members 
Mstep: Class 15 contains 8390 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 5351 members 
Mstep: Class 18 contains 879 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 104191 members 
Mstep: Class 22 contains 12025 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 22952 members 
Mstep: Class 25 contains 13993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52399340.000000 Penalty: 53662.054688
Iteration 43Q: 26 clusters Score -5.239934e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 129977 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 20597 members 
Mstep: Class 5 contains 31990 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 34915 members 
Mstep: Class 8 contains 34523 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 1923 members 
Mstep: Class 11 contains 10743 members 
Mstep: Class 12 contains 11344 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 14 contains 3919 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 17180 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 7579 members 
Mstep: Class 20 contains 4937 members 
Mstep: Class 21 contains 104496 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 4182 members 
Mstep: Class 24 contains 23193 members 
Mstep: Class 25 contains 14382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52400620.000000 Penalty: 53662.054688
Iteration 44Q: 26 clusters Score -5.240062e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 129067 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 20404 members 
Mstep: Class 5 contains 31744 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 34760 members 
Mstep: Class 8 contains 34555 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 11396 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 8382 members 
Mstep: Class 16 contains 17311 members 
Mstep: Class 17 contains 5294 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 7233 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 104825 members 
Mstep: Class 22 contains 12265 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 23364 members 
Mstep: Class 25 contains 14734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52401820.000000 Penalty: 53662.054688
Iteration 45Q: 26 clusters Score -5.240182e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 128331 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 20214 members 
Mstep: Class 5 contains 31505 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 34617 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 1927 members 
Mstep: Class 11 contains 11184 members 
Mstep: Class 12 contains 11432 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 8380 members 
Mstep: Class 16 contains 17426 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 105075 members 
Mstep: Class 22 contains 12380 members 
Mstep: Class 23 contains 4651 members 
Mstep: Class 24 contains 23506 members 
Mstep: Class 25 contains 14973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52402780.000000 Penalty: 53662.054688
Iteration 46Q: 26 clusters Score -5.240278e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 127757 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 20046 members 
Mstep: Class 5 contains 31288 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 34464 members 
Mstep: Class 8 contains 34612 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 1930 members 
Mstep: Class 11 contains 11374 members 
Mstep: Class 12 contains 11467 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 3901 members 
Mstep: Class 15 contains 8390 members 
Mstep: Class 16 contains 17508 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 5032 members 
Mstep: Class 21 contains 105310 members 
Mstep: Class 22 contains 12487 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 23625 members 
Mstep: Class 25 contains 15094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403524.000000 Penalty: 53662.054688
Iteration 47Q: 26 clusters Score -5.240352e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 127318 members 
Mstep: Class 3 contains 2721 members 
Mstep: Class 4 contains 19920 members 
Mstep: Class 5 contains 31064 members 
Mstep: Class 6 contains 6304 members 
Mstep: Class 7 contains 34278 members 
Mstep: Class 8 contains 34610 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 11498 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 8397 members 
Mstep: Class 16 contains 17562 members 
Mstep: Class 17 contains 5193 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 6652 members 
Mstep: Class 20 contains 5077 members 
Mstep: Class 21 contains 105484 members 
Mstep: Class 22 contains 12571 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 23727 members 
Mstep: Class 25 contains 15140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404184.000000 Penalty: 53662.054688
Iteration 48Q: 26 clusters Score -5.240418e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 126975 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 19840 members 
Mstep: Class 5 contains 30863 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 34068 members 
Mstep: Class 8 contains 34607 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 1936 members 
Mstep: Class 11 contains 11739 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 8406 members 
Mstep: Class 16 contains 17610 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 989 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 105596 members 
Mstep: Class 22 contains 12651 members 
Mstep: Class 23 contains 5267 members 
Mstep: Class 24 contains 23823 members 
Mstep: Class 25 contains 15159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404140.000000 Penalty: 53662.054688
Iteration 49Q: 26 clusters Score -5.240414e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 126724 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 19775 members 
Mstep: Class 5 contains 30685 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 11887 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 3902 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 17648 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 998 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 105672 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 5417 members 
Mstep: Class 24 contains 23916 members 
Mstep: Class 25 contains 15164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404212.000000 Penalty: 53662.054688
Iteration 50Q: 26 clusters Score -5.240421e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 126502 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 19713 members 
Mstep: Class 5 contains 30519 members 
Mstep: Class 6 contains 6273 members 
Mstep: Class 7 contains 33671 members 
Mstep: Class 8 contains 34590 members 
Mstep: Class 9 contains 5252 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 12040 members 
Mstep: Class 12 contains 11553 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 3900 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 17685 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 1006 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 5154 members 
Mstep: Class 21 contains 105728 members 
Mstep: Class 22 contains 12743 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 24005 members 
Mstep: Class 25 contains 15174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404488.000000 Penalty: 53662.054688
Iteration 51Q: 26 clusters Score -5.240449e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 126315 members 
Mstep: Class 3 contains 2715 members 
Mstep: Class 4 contains 19655 members 
Mstep: Class 5 contains 30373 members 
Mstep: Class 6 contains 6266 members 
Mstep: Class 7 contains 33468 members 
Mstep: Class 8 contains 34592 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 12204 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 17715 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 5155 members 
Mstep: Class 21 contains 105747 members 
Mstep: Class 22 contains 12790 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 24090 members 
Mstep: Class 25 contains 15173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404540.000000 Penalty: 53662.054688
Iteration 52Q: 26 clusters Score -5.240454e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 126159 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 19607 members 
Mstep: Class 5 contains 30232 members 
Mstep: Class 6 contains 6253 members 
Mstep: Class 7 contains 33269 members 
Mstep: Class 8 contains 34596 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 11563 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 15 contains 8416 members 
Mstep: Class 16 contains 17747 members 
Mstep: Class 17 contains 4869 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 19 contains 6520 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 105763 members 
Mstep: Class 22 contains 12819 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 24172 members 
Mstep: Class 25 contains 15169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404648.000000 Penalty: 53662.054688
Iteration 53Q: 26 clusters Score -5.240465e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 126040 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 19553 members 
Mstep: Class 5 contains 30102 members 
Mstep: Class 6 contains 6242 members 
Mstep: Class 7 contains 33062 members 
Mstep: Class 8 contains 34594 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 12453 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 3884 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 4790 members 
Mstep: Class 18 contains 1013 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 5185 members 
Mstep: Class 21 contains 105772 members 
Mstep: Class 22 contains 12859 members 
Mstep: Class 23 contains 6142 members 
Mstep: Class 24 contains 24265 members 
Mstep: Class 25 contains 15152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404788.000000 Penalty: 53662.054688
Iteration 54Q: 26 clusters Score -5.240479e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 125929 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 19499 members 
Mstep: Class 5 contains 29980 members 
Mstep: Class 6 contains 6233 members 
Mstep: Class 7 contains 32859 members 
Mstep: Class 8 contains 34592 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 12550 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 1376 members 
Mstep: Class 14 contains 3878 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 17806 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 5207 members 
Mstep: Class 21 contains 105788 members 
Mstep: Class 22 contains 12902 members 
Mstep: Class 23 contains 6314 members 
Mstep: Class 24 contains 24351 members 
Mstep: Class 25 contains 15143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405060.000000 Penalty: 53662.054688
Iteration 55Q: 26 clusters Score -5.240506e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 125838 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 19451 members 
Mstep: Class 5 contains 29848 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 32674 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 12646 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 3873 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 17835 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 1023 members 
Mstep: Class 19 contains 6513 members 
Mstep: Class 20 contains 5218 members 
Mstep: Class 21 contains 105792 members 
Mstep: Class 22 contains 12950 members 
Mstep: Class 23 contains 6491 members 
Mstep: Class 24 contains 24428 members 
Mstep: Class 25 contains 15127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405192.000000 Penalty: 53662.054688
Iteration 56Q: 26 clusters Score -5.240519e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 125751 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 19379 members 
Mstep: Class 5 contains 29720 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 32494 members 
Mstep: Class 8 contains 34578 members 
Mstep: Class 9 contains 5284 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 11566 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 3863 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 17852 members 
Mstep: Class 17 contains 4507 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 6511 members 
Mstep: Class 20 contains 5219 members 
Mstep: Class 21 contains 105793 members 
Mstep: Class 22 contains 12986 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 24531 members 
Mstep: Class 25 contains 15112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405232.000000 Penalty: 53662.054688
Iteration 57Q: 26 clusters Score -5.240523e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 125660 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 19302 members 
Mstep: Class 5 contains 29584 members 
Mstep: Class 6 contains 6221 members 
Mstep: Class 7 contains 32339 members 
Mstep: Class 8 contains 34578 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 12801 members 
Mstep: Class 12 contains 11570 members 
Mstep: Class 13 contains 1376 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 17865 members 
Mstep: Class 17 contains 4418 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 105801 members 
Mstep: Class 22 contains 13014 members 
Mstep: Class 23 contains 6883 members 
Mstep: Class 24 contains 24633 members 
Mstep: Class 25 contains 15112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405256.000000 Penalty: 53662.054688
Iteration 58Q: 26 clusters Score -5.240526e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 125588 members 
Mstep: Class 3 contains 2707 members 
Mstep: Class 4 contains 19220 members 
Mstep: Class 5 contains 29465 members 
Mstep: Class 6 contains 6217 members 
Mstep: Class 7 contains 32194 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 12865 members 
Mstep: Class 12 contains 11573 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 3854 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 17879 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 1031 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 5215 members 
Mstep: Class 21 contains 105791 members 
Mstep: Class 22 contains 13041 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 24728 members 
Mstep: Class 25 contains 15114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405688.000000 Penalty: 53662.054688
Iteration 59Q: 26 clusters Score -5.240569e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 125518 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 19147 members 
Mstep: Class 5 contains 29325 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 32026 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 1936 members 
Mstep: Class 11 contains 12941 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 17885 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 6512 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 105793 members 
Mstep: Class 22 contains 13060 members 
Mstep: Class 23 contains 7235 members 
Mstep: Class 24 contains 24830 members 
Mstep: Class 25 contains 15111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405784.000000 Penalty: 53662.054688
Iteration 60F: 26 clusters Score -5.240578e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 125430 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 19055 members 
Mstep: Class 5 contains 29198 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 7 contains 31865 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 11584 members 
Mstep: Class 13 contains 1376 members 
Mstep: Class 14 contains 3861 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 17895 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 1047 members 
Mstep: Class 19 contains 6508 members 
Mstep: Class 20 contains 5188 members 
Mstep: Class 21 contains 105804 members 
Mstep: Class 22 contains 13091 members 
Mstep: Class 23 contains 7409 members 
Mstep: Class 24 contains 24929 members 
Mstep: Class 25 contains 15121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405652.000000 Penalty: 53662.054688
Iteration 61Q: 26 clusters Score -5.240565e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 125330 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 18983 members 
Mstep: Class 5 contains 29077 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 31711 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13032 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 1376 members 
Mstep: Class 14 contains 3868 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 17908 members 
Mstep: Class 17 contains 4189 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 6507 members 
Mstep: Class 20 contains 5168 members 
Mstep: Class 21 contains 105803 members 
Mstep: Class 22 contains 13108 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 25030 members 
Mstep: Class 25 contains 15129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405812.000000 Penalty: 53662.054688
Iteration 62Q: 26 clusters Score -5.240581e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 125244 members 
Mstep: Class 3 contains 2702 members 
Mstep: Class 4 contains 18914 members 
Mstep: Class 5 contains 28959 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 31579 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 5259 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 3871 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 17923 members 
Mstep: Class 17 contains 4152 members 
Mstep: Class 18 contains 1055 members 
Mstep: Class 19 contains 6507 members 
Mstep: Class 20 contains 5153 members 
Mstep: Class 21 contains 105795 members 
Mstep: Class 22 contains 13132 members 
Mstep: Class 23 contains 7747 members 
Mstep: Class 24 contains 25104 members 
Mstep: Class 25 contains 15137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405960.000000 Penalty: 53662.054688
Iteration 63Q: 26 clusters Score -5.240596e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 125169 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 5 contains 28851 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 31426 members 
Mstep: Class 8 contains 34612 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 13141 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 3883 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 4109 members 
Mstep: Class 18 contains 1055 members 
Mstep: Class 19 contains 6507 members 
Mstep: Class 20 contains 5136 members 
Mstep: Class 21 contains 105769 members 
Mstep: Class 22 contains 13157 members 
Mstep: Class 23 contains 7896 members 
Mstep: Class 24 contains 25192 members 
Mstep: Class 25 contains 15147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52405984.000000 Penalty: 53662.054688
Iteration 64Q: 26 clusters Score -5.240598e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 125092 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 18809 members 
Mstep: Class 5 contains 28747 members 
Mstep: Class 6 contains 6199 members 
Mstep: Class 7 contains 31271 members 
Mstep: Class 8 contains 34607 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13188 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 17941 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 105748 members 
Mstep: Class 22 contains 13180 members 
Mstep: Class 23 contains 8024 members 
Mstep: Class 24 contains 25282 members 
Mstep: Class 25 contains 15163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406108.000000 Penalty: 53662.054688
Iteration 65Q: 26 clusters Score -5.240611e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 125035 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 18758 members 
Mstep: Class 5 contains 28657 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 34606 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 13237 members 
Mstep: Class 12 contains 11607 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 17950 members 
Mstep: Class 17 contains 4027 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 5127 members 
Mstep: Class 21 contains 105737 members 
Mstep: Class 22 contains 13202 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 25360 members 
Mstep: Class 25 contains 15175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406124.000000 Penalty: 53662.054688
Iteration 66Q: 26 clusters Score -5.240612e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 124991 members 
Mstep: Class 3 contains 2693 members 
Mstep: Class 4 contains 18704 members 
Mstep: Class 5 contains 28574 members 
Mstep: Class 6 contains 6194 members 
Mstep: Class 7 contains 30965 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 13293 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 17962 members 
Mstep: Class 17 contains 4007 members 
Mstep: Class 18 contains 1062 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 5110 members 
Mstep: Class 21 contains 105723 members 
Mstep: Class 22 contains 13232 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 25440 members 
Mstep: Class 25 contains 15181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406176.000000 Penalty: 53662.054688
Iteration 67Q: 26 clusters Score -5.240618e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 124954 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 18658 members 
Mstep: Class 5 contains 28490 members 
Mstep: Class 6 contains 6193 members 
Mstep: Class 7 contains 30831 members 
Mstep: Class 8 contains 34601 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 13350 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 17974 members 
Mstep: Class 17 contains 3991 members 
Mstep: Class 18 contains 1057 members 
Mstep: Class 19 contains 6509 members 
Mstep: Class 20 contains 5088 members 
Mstep: Class 21 contains 105719 members 
Mstep: Class 22 contains 13251 members 
Mstep: Class 23 contains 8292 members 
Mstep: Class 24 contains 25503 members 
Mstep: Class 25 contains 15189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406284.000000 Penalty: 53662.054688
Iteration 68Q: 26 clusters Score -5.240628e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 124919 members 
Mstep: Class 3 contains 2695 members 
Mstep: Class 4 contains 18618 members 
Mstep: Class 5 contains 28416 members 
Mstep: Class 6 contains 6188 members 
Mstep: Class 7 contains 30693 members 
Mstep: Class 8 contains 34594 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 3972 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 17990 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 1058 members 
Mstep: Class 19 contains 6508 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 21 contains 105724 members 
Mstep: Class 22 contains 13262 members 
Mstep: Class 23 contains 8350 members 
Mstep: Class 24 contains 25559 members 
Mstep: Class 25 contains 15194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406232.000000 Penalty: 53662.054688
Iteration 69Q: 26 clusters Score -5.240623e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 124893 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 18594 members 
Mstep: Class 5 contains 28342 members 
Mstep: Class 6 contains 6187 members 
Mstep: Class 7 contains 30540 members 
Mstep: Class 8 contains 34595 members 
Mstep: Class 9 contains 5255 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 4011 members 
Mstep: Class 15 contains 8428 members 
Mstep: Class 16 contains 18000 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 6510 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 105714 members 
Mstep: Class 22 contains 13289 members 
Mstep: Class 23 contains 8403 members 
Mstep: Class 24 contains 25614 members 
Mstep: Class 25 contains 15196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406276.000000 Penalty: 53662.054688
Iteration 70Q: 26 clusters Score -5.240628e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 124879 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 28271 members 
Mstep: Class 6 contains 6187 members 
Mstep: Class 7 contains 30404 members 
Mstep: Class 8 contains 34591 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 13555 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 18006 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 6514 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 105692 members 
Mstep: Class 22 contains 13317 members 
Mstep: Class 23 contains 8452 members 
Mstep: Class 24 contains 25668 members 
Mstep: Class 25 contains 15202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406260.000000 Penalty: 53662.054688
Iteration 71Q: 26 clusters Score -5.240626e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 124863 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 18553 members 
Mstep: Class 5 contains 28196 members 
Mstep: Class 6 contains 6183 members 
Mstep: Class 7 contains 30269 members 
Mstep: Class 8 contains 34597 members 
Mstep: Class 9 contains 5249 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 18002 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 18 contains 1051 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 4943 members 
Mstep: Class 21 contains 105692 members 
Mstep: Class 22 contains 13334 members 
Mstep: Class 23 contains 8482 members 
Mstep: Class 24 contains 25710 members 
Mstep: Class 25 contains 15204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406440.000000 Penalty: 53662.054688
Iteration 72Q: 26 clusters Score -5.240644e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 124847 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 28135 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 30125 members 
Mstep: Class 8 contains 34593 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 4156 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 18004 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 1054 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 4899 members 
Mstep: Class 21 contains 105695 members 
Mstep: Class 22 contains 13352 members 
Mstep: Class 23 contains 8504 members 
Mstep: Class 24 contains 25742 members 
Mstep: Class 25 contains 15214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406464.000000 Penalty: 53662.054688
Iteration 73Q: 26 clusters Score -5.240646e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 124843 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 18521 members 
Mstep: Class 5 contains 28073 members 
Mstep: Class 6 contains 6179 members 
Mstep: Class 7 contains 29978 members 
Mstep: Class 8 contains 34596 members 
Mstep: Class 9 contains 5242 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13753 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 4207 members 
Mstep: Class 15 contains 8429 members 
Mstep: Class 16 contains 18003 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 4850 members 
Mstep: Class 21 contains 105681 members 
Mstep: Class 22 contains 13378 members 
Mstep: Class 23 contains 8537 members 
Mstep: Class 24 contains 25780 members 
Mstep: Class 25 contains 15223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406632.000000 Penalty: 53662.054688
Iteration 74Q: 26 clusters Score -5.240663e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 124834 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 18502 members 
Mstep: Class 5 contains 28000 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 29828 members 
Mstep: Class 8 contains 34594 members 
Mstep: Class 9 contains 5240 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13818 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 18005 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 6517 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 105681 members 
Mstep: Class 22 contains 13397 members 
Mstep: Class 23 contains 8570 members 
Mstep: Class 24 contains 25815 members 
Mstep: Class 25 contains 15220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406592.000000 Penalty: 53662.054688
Iteration 75Q: 26 clusters Score -5.240659e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 124825 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 18490 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 6178 members 
Mstep: Class 7 contains 29656 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 11625 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 16 contains 18004 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 6518 members 
Mstep: Class 20 contains 4753 members 
Mstep: Class 21 contains 105678 members 
Mstep: Class 22 contains 13412 members 
Mstep: Class 23 contains 8604 members 
Mstep: Class 24 contains 25862 members 
Mstep: Class 25 contains 15211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406640.000000 Penalty: 53662.054688
Iteration 76Q: 26 clusters Score -5.240664e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 124814 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 18479 members 
Mstep: Class 5 contains 27859 members 
Mstep: Class 6 contains 6179 members 
Mstep: Class 7 contains 29474 members 
Mstep: Class 8 contains 34578 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 13948 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 17998 members 
Mstep: Class 17 contains 3904 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 105687 members 
Mstep: Class 22 contains 13435 members 
Mstep: Class 23 contains 8632 members 
Mstep: Class 24 contains 25900 members 
Mstep: Class 25 contains 15211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406620.000000 Penalty: 53662.054688
Iteration 77Q: 26 clusters Score -5.240662e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 124807 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 18471 members 
Mstep: Class 5 contains 27785 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 29316 members 
Mstep: Class 8 contains 34565 members 
Mstep: Class 9 contains 5220 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 14010 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 17995 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 19 contains 6525 members 
Mstep: Class 20 contains 4686 members 
Mstep: Class 21 contains 105691 members 
Mstep: Class 22 contains 13461 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 25945 members 
Mstep: Class 25 contains 15207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52406684.000000 Penalty: 53662.054688
Iteration 78Q: 26 clusters Score -5.240668e+07 nChanged 516
Entering ConstructFrom: 
Score: -52406684.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (51441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Entering Unmasked Estep 
Score: -5112138.000000 Penalty: 1762.831055
	Iteration 0F: 2 clusters Score -5112138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -5077652.500000 Penalty: 3525.662109
	Iteration 0F: 3 clusters Score -5077652 nChanged 24391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5091336.500000 Penalty: 3525.662109
	Iteration 1F: 3 clusters Score -5091336 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -5091879.500000 Penalty: 3525.662109
	Iteration 2Q: 3 clusters Score -5091880 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -5092449.000000 Penalty: 3525.662109
	Iteration 3Q: 3 clusters Score -5092449 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -5093084.000000 Penalty: 3525.662109
	Iteration 4Q: 3 clusters Score -5093084 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -5093936.500000 Penalty: 3525.662109
	Iteration 5Q: 3 clusters Score -5093936 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -5094898.000000 Penalty: 3525.662109
	Iteration 6Q: 3 clusters Score -5094898 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5096124.000000 Penalty: 3525.662109
	Iteration 7Q: 3 clusters Score -5096124 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5097477.500000 Penalty: 3525.662109
	Iteration 8F: 3 clusters Score -5097478 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -5098949.000000 Penalty: 3525.662109
	Iteration 9F: 3 clusters Score -5098949 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -5100481.000000 Penalty: 3525.662109
	Iteration 10F: 3 clusters Score -5100481 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -5102139.000000 Penalty: 3525.662109
	Iteration 11F: 3 clusters Score -5102139 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5103747.500000 Penalty: 3525.662109
	Iteration 12Q: 3 clusters Score -5103748 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5105304.000000 Penalty: 3525.662109
	Iteration 13Q: 3 clusters Score -5105304 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -5106677.500000 Penalty: 3525.662109
	Iteration 14Q: 3 clusters Score -5106678 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5107753.500000 Penalty: 3525.662109
	Iteration 15Q: 3 clusters Score -5107754 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5108713.000000 Penalty: 3525.662109
	Iteration 16Q: 3 clusters Score -5108713 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -5109376.500000 Penalty: 3525.662109
	Iteration 17Q: 3 clusters Score -5109376 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5109870.500000 Penalty: 3525.662109
	Iteration 18Q: 3 clusters Score -5109870 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5110150.500000 Penalty: 3525.662109
	Iteration 19Q: 3 clusters Score -5110150 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5110318.000000 Penalty: 3525.662109
	Iteration 20F: 3 clusters Score -5110318 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5110424.500000 Penalty: 3525.662109
	Iteration 21Q: 3 clusters Score -5110424 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5110496.000000 Penalty: 3525.662109
	Iteration 22Q: 3 clusters Score -5110496 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5110557.500000 Penalty: 3525.662109
	Iteration 23Q: 3 clusters Score -5110558 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5110616.500000 Penalty: 3525.662109
	Iteration 24Q: 3 clusters Score -5110616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5110661.000000 Penalty: 3525.662109
	Iteration 25Q: 3 clusters Score -5110661 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5110689.500000 Penalty: 3525.662109
	Iteration 26Q: 3 clusters Score -5110690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5110713.500000 Penalty: 3525.662109
	Iteration 27Q: 3 clusters Score -5110714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5110732.000000 Penalty: 3525.662109
	Iteration 28Q: 3 clusters Score -5110732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5110757.500000 Penalty: 3525.662109
	Iteration 29Q: 3 clusters Score -5110758 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5110772.500000 Penalty: 3525.662109
	Iteration 30Q: 3 clusters Score -5110772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5110792.500000 Penalty: 3525.662109
	Iteration 31Q: 3 clusters Score -5110792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5110796.000000 Penalty: 3525.662109
	Iteration 32Q: 3 clusters Score -5110796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5110803.500000 Penalty: 3525.662109
	Iteration 33Q: 3 clusters Score -5110804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5110828.500000 Penalty: 3525.662109
	Iteration 34Q: 3 clusters Score -5110828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5110820.500000 Penalty: 3525.662109
	Iteration 35Q: 3 clusters Score -5110820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5110825.000000 Penalty: 3525.662109
	Iteration 36Q: 3 clusters Score -5110825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5110838.500000 Penalty: 3525.662109
	Iteration 37Q: 3 clusters Score -5110838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5110844.500000 Penalty: 3525.662109
	Iteration 38Q: 3 clusters Score -5110844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5110850.000000 Penalty: 3525.662109
	Iteration 39Q: 3 clusters Score -5110850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5110860.000000 Penalty: 3525.662109
	Iteration 40F: 3 clusters Score -5110860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5110868.500000 Penalty: 3525.662109
	Iteration 41Q: 3 clusters Score -5110868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5110878.500000 Penalty: 3525.662109
	Iteration 42Q: 3 clusters Score -5110878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5110878.000000 Penalty: 3525.662109
	Iteration 43Q: 3 clusters Score -5110878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5110878.500000 Penalty: 3525.662109
	Iteration 44Q: 3 clusters Score -5110878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5110877.500000 Penalty: 3525.662109
	Iteration 45Q: 3 clusters Score -5110878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5110866.000000 Penalty: 3525.662109
	Iteration 46Q: 3 clusters Score -5110866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5110869.500000 Penalty: 3525.662109
	Iteration 47Q: 3 clusters Score -5110870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5110878.000000 Penalty: 3525.662109
	Iteration 48Q: 3 clusters Score -5110878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5110875.000000 Penalty: 3525.662109
	Iteration 49Q: 3 clusters Score -5110875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5110876.000000 Penalty: 3525.662109
	Iteration 50Q: 3 clusters Score -5110876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5110889.000000 Penalty: 3525.662109
	Iteration 51Q: 3 clusters Score -5110889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5110882.000000 Penalty: 3525.662109
	Iteration 52Q: 3 clusters Score -5110882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5110893.000000 Penalty: 3525.662109
	Iteration 53Q: 3 clusters Score -5110893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5110920.500000 Penalty: 3525.662109
	Iteration 54Q: 3 clusters Score -5110920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5110917.500000 Penalty: 3525.662109
	Iteration 55Q: 3 clusters Score -5110918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5110927.500000 Penalty: 3525.662109
	Iteration 56Q: 3 clusters Score -5110928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5110928.000000 Penalty: 3525.662109
	Iteration 57Q: 3 clusters Score -5110928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5110939.000000 Penalty: 3525.662109
	Iteration 58Q: 3 clusters Score -5110939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5110944.500000 Penalty: 3525.662109
	Iteration 59Q: 3 clusters Score -5110944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5110945.000000 Penalty: 3525.662109
	Iteration 60F: 3 clusters Score -5110945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5110952.000000 Penalty: 3525.662109
	Iteration 61Q: 3 clusters Score -5110952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5110953.500000 Penalty: 3525.662109
	Iteration 62Q: 3 clusters Score -5110954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5110957.500000 Penalty: 3525.662109
	Iteration 63Q: 3 clusters Score -5110958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5110959.500000 Penalty: 3525.662109
	Iteration 64Q: 3 clusters Score -5110960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5110963.500000 Penalty: 3525.662109
	Iteration 65Q: 3 clusters Score -5110964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5110965.000000 Penalty: 3525.662109
	Iteration 66Q: 3 clusters Score -5110965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5110963.500000 Penalty: 3525.662109
	Iteration 67Q: 3 clusters Score -5110964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5110957.000000 Penalty: 3525.662109
	Iteration 68Q: 3 clusters Score -5110957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5110954.500000 Penalty: 3525.662109
	Iteration 69Q: 3 clusters Score -5110954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5110951.500000 Penalty: 3525.662109
	Iteration 70Q: 3 clusters Score -5110952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5110965.500000 Penalty: 3525.662109
	Iteration 71Q: 3 clusters Score -5110966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5110969.500000 Penalty: 3525.662109
	Iteration 72Q: 3 clusters Score -5110970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5110976.000000 Penalty: 3525.662109
	Iteration 73Q: 3 clusters Score -5110976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5110982.000000 Penalty: 3525.662109
	Iteration 74Q: 3 clusters Score -5110982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5110980.500000 Penalty: 3525.662109
	Iteration 75Q: 3 clusters Score -5110980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5110978.000000 Penalty: 3525.662109
	Iteration 76Q: 3 clusters Score -5110978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5110981.000000 Penalty: 3525.662109
	Iteration 77Q: 3 clusters Score -5110981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5110981.000000 Penalty: 3525.662109
	Iteration 78Q: 3 clusters Score -5110981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5110985.000000 Penalty: 3525.662109
	Iteration 79Q: 3 clusters Score -5110985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5110984.000000 Penalty: 3525.662109
	Iteration 80F: 3 clusters Score -5110984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5110981.000000 Penalty: 3525.662109
	Iteration 81Q: 3 clusters Score -5110981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5110980.500000 Penalty: 3525.662109
	Iteration 82Q: 3 clusters Score -5110980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5110983.000000 Penalty: 3525.662109
	Iteration 83Q: 3 clusters Score -5110983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5110983.000000 Penalty: 3525.662109
	Iteration 84F: 3 clusters Score -5110983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (124795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124795 members 
Entering Unmasked Estep 
Score: -12379116.000000 Penalty: 1906.844482
	Iteration 0F: 2 clusters Score -1.237912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -12296801.000000 Penalty: 3813.688965
	Iteration 0F: 3 clusters Score -1.22968e+07 nChanged 59889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -12332505.000000 Penalty: 3813.688965
	Iteration 1F: 3 clusters Score -1.23325e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -12335241.000000 Penalty: 3813.688965
	Iteration 2Q: 3 clusters Score -1.233524e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -12340725.000000 Penalty: 3813.688965
	Iteration 3F: 3 clusters Score -1.234072e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -12350078.000000 Penalty: 3813.688965
	Iteration 4F: 3 clusters Score -1.235008e+07 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 108387 members 
Entering Unmasked Estep 
Score: -12361509.000000 Penalty: 3813.688965
	Iteration 5F: 3 clusters Score -1.236151e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 117665 members 
Entering Unmasked Estep 
Score: -12370570.000000 Penalty: 3813.688965
	Iteration 6F: 3 clusters Score -1.237057e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -12375256.000000 Penalty: 3813.688965
	Iteration 7Q: 3 clusters Score -1.237526e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 124139 members 
Entering Unmasked Estep 
Score: -12376761.000000 Penalty: 3813.688965
	Iteration 8Q: 3 clusters Score -1.237676e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 124539 members 
Entering Unmasked Estep 
Score: -12377166.000000 Penalty: 3813.688965
	Iteration 9Q: 3 clusters Score -1.237717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 124629 members 
Entering Unmasked Estep 
Score: -12377298.000000 Penalty: 3813.688965
	Iteration 10Q: 3 clusters Score -1.23773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124656 members 
Entering Unmasked Estep 
Score: -12377351.000000 Penalty: 3813.688965
	Iteration 11Q: 3 clusters Score -1.237735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -12377370.000000 Penalty: 3813.688965
	Iteration 12Q: 3 clusters Score -1.237737e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -12377376.000000 Penalty: 3813.688965
	Iteration 13Q: 3 clusters Score -1.237738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -12377397.000000 Penalty: 3813.688965
	Iteration 14Q: 3 clusters Score -1.23774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124673 members 
Entering Unmasked Estep 
Score: -12377393.000000 Penalty: 3813.688965
	Iteration 15Q: 3 clusters Score -1.237739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -12377397.000000 Penalty: 3813.688965
	Iteration 16Q: 3 clusters Score -1.23774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -12377401.000000 Penalty: 3813.688965
	Iteration 17Q: 3 clusters Score -1.23774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -12377409.000000 Penalty: 3813.688965
	Iteration 18Q: 3 clusters Score -1.237741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -12377409.000000 Penalty: 3813.688965
	Iteration 19F: 3 clusters Score -1.237741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -268966.000000 Penalty: 1283.672729
	Iteration 0F: 2 clusters Score -268966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -266409.906250 Penalty: 2567.345459
	Iteration 0F: 3 clusters Score -266409.9 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -267033.250000 Penalty: 2567.345459
	Iteration 1F: 3 clusters Score -267033.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -267179.000000 Penalty: 2567.345459
	Iteration 2F: 3 clusters Score -267179 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -267307.750000 Penalty: 2567.345459
	Iteration 3F: 3 clusters Score -267307.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -267399.312500 Penalty: 2567.345459
	Iteration 4Q: 3 clusters Score -267399.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -267468.593750 Penalty: 2567.345459
	Iteration 5Q: 3 clusters Score -267468.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -267538.656250 Penalty: 2567.345459
	Iteration 6Q: 3 clusters Score -267538.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -267601.250000 Penalty: 2567.345459
	Iteration 7Q: 3 clusters Score -267601.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -267656.187500 Penalty: 2567.345459
	Iteration 8Q: 3 clusters Score -267656.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -267738.718750 Penalty: 2567.345459
	Iteration 9Q: 3 clusters Score -267738.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -267916.750000 Penalty: 2567.345459
	Iteration 10Q: 3 clusters Score -267916.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -268159.375000 Penalty: 2567.345459
	Iteration 11Q: 3 clusters Score -268159.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -268313.343750 Penalty: 2567.345459
	Iteration 12Q: 3 clusters Score -268313.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -268394.031250 Penalty: 2567.345459
	Iteration 13Q: 3 clusters Score -268394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -268449.093750 Penalty: 2567.345459
	Iteration 14Q: 3 clusters Score -268449.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -268500.031250 Penalty: 2567.345459
	Iteration 15Q: 3 clusters Score -268500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -268535.625000 Penalty: 2567.345459
	Iteration 16Q: 3 clusters Score -268535.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -268561.812500 Penalty: 2567.345459
	Iteration 17Q: 3 clusters Score -268561.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -268590.968750 Penalty: 2567.345459
	Iteration 18Q: 3 clusters Score -268591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -268612.593750 Penalty: 2567.345459
	Iteration 19Q: 3 clusters Score -268612.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -268636.531250 Penalty: 2567.345459
	Iteration 20F: 3 clusters Score -268636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -268651.531250 Penalty: 2567.345459
	Iteration 21Q: 3 clusters Score -268651.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -268664.343750 Penalty: 2567.345459
	Iteration 22Q: 3 clusters Score -268664.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -268668.093750 Penalty: 2567.345459
	Iteration 23Q: 3 clusters Score -268668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -268669.468750 Penalty: 2567.345459
	Iteration 24Q: 3 clusters Score -268669.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -268669.531250 Penalty: 2567.345459
	Iteration 25Q: 3 clusters Score -268669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -268669.656250 Penalty: 2567.345459
	Iteration 26Q: 3 clusters Score -268669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -268670.187500 Penalty: 2567.345459
	Iteration 27Q: 3 clusters Score -268670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -268670.187500 Penalty: 2567.345459
	Iteration 28F: 3 clusters Score -268670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Entering Unmasked Estep 
Score: -1810173.375000 Penalty: 1596.313843
	Iteration 0F: 2 clusters Score -1810173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1797624.125000 Penalty: 3192.627686
	Iteration 0F: 3 clusters Score -1797624 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1801851.125000 Penalty: 3192.627686
	Iteration 1F: 3 clusters Score -1801851 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1802128.500000 Penalty: 3192.627686
	Iteration 2Q: 3 clusters Score -1802128 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1802356.375000 Penalty: 3192.627686
	Iteration 3Q: 3 clusters Score -1802356 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1802583.000000 Penalty: 3192.627686
	Iteration 4Q: 3 clusters Score -1802583 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1802843.125000 Penalty: 3192.627686
	Iteration 5Q: 3 clusters Score -1802843 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1803137.625000 Penalty: 3192.627686
	Iteration 6Q: 3 clusters Score -1803138 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1803550.125000 Penalty: 3192.627686
	Iteration 7Q: 3 clusters Score -1803550 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1804125.750000 Penalty: 3192.627686
	Iteration 8F: 3 clusters Score -1804126 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1804954.375000 Penalty: 3192.627686
	Iteration 9F: 3 clusters Score -1804954 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1805842.250000 Penalty: 3192.627686
	Iteration 10F: 3 clusters Score -1805842 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1806674.500000 Penalty: 3192.627686
	Iteration 11F: 3 clusters Score -1806674 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1807295.625000 Penalty: 3192.627686
	Iteration 12Q: 3 clusters Score -1807296 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1807706.625000 Penalty: 3192.627686
	Iteration 13Q: 3 clusters Score -1807707 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1807983.750000 Penalty: 3192.627686
	Iteration 14Q: 3 clusters Score -1807984 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1808211.000000 Penalty: 3192.627686
	Iteration 15Q: 3 clusters Score -1808211 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1808371.375000 Penalty: 3192.627686
	Iteration 16Q: 3 clusters Score -1808371 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1808489.875000 Penalty: 3192.627686
	Iteration 17Q: 3 clusters Score -1808490 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1808598.875000 Penalty: 3192.627686
	Iteration 18Q: 3 clusters Score -1808599 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1808678.875000 Penalty: 3192.627686
	Iteration 19Q: 3 clusters Score -1808679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1808728.875000 Penalty: 3192.627686
	Iteration 20F: 3 clusters Score -1808729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1808756.625000 Penalty: 3192.627686
	Iteration 21Q: 3 clusters Score -1808757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1808782.625000 Penalty: 3192.627686
	Iteration 22Q: 3 clusters Score -1808783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1808794.000000 Penalty: 3192.627686
	Iteration 23Q: 3 clusters Score -1808794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1808806.500000 Penalty: 3192.627686
	Iteration 24Q: 3 clusters Score -1808806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1808808.500000 Penalty: 3192.627686
	Iteration 25Q: 3 clusters Score -1808808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1808814.750000 Penalty: 3192.627686
	Iteration 26Q: 3 clusters Score -1808815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1808822.625000 Penalty: 3192.627686
	Iteration 27Q: 3 clusters Score -1808823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1808826.250000 Penalty: 3192.627686
	Iteration 28Q: 3 clusters Score -1808826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1808831.750000 Penalty: 3192.627686
	Iteration 29Q: 3 clusters Score -1808832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1808836.250000 Penalty: 3192.627686
	Iteration 30Q: 3 clusters Score -1808836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1808838.625000 Penalty: 3192.627686
	Iteration 31Q: 3 clusters Score -1808839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1808839.500000 Penalty: 3192.627686
	Iteration 32Q: 3 clusters Score -1808840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1808836.750000 Penalty: 3192.627686
	Iteration 33Q: 3 clusters Score -1808837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1808836.875000 Penalty: 3192.627686
	Iteration 34Q: 3 clusters Score -1808837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1808837.500000 Penalty: 3192.627686
	Iteration 35Q: 3 clusters Score -1808838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1808840.125000 Penalty: 3192.627686
	Iteration 36Q: 3 clusters Score -1808840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1808839.000000 Penalty: 3192.627686
	Iteration 37Q: 3 clusters Score -1808839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1808839.500000 Penalty: 3192.627686
	Iteration 38Q: 3 clusters Score -1808840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1808839.500000 Penalty: 3192.627686
	Iteration 39F: 3 clusters Score -1808840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Entering Unmasked Estep 
Score: -2794161.750000 Penalty: 1662.260498
	Iteration 0F: 2 clusters Score -2794162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2775453.500000 Penalty: 3324.520996
	Iteration 0F: 3 clusters Score -2775454 nChanged 12688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2782409.500000 Penalty: 3324.520996
	Iteration 1F: 3 clusters Score -2782410 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2782786.750000 Penalty: 3324.520996
	Iteration 2Q: 3 clusters Score -2782787 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2783183.000000 Penalty: 3324.520996
	Iteration 3Q: 3 clusters Score -2783183 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2783610.750000 Penalty: 3324.520996
	Iteration 4Q: 3 clusters Score -2783611 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2784119.250000 Penalty: 3324.520996
	Iteration 5Q: 3 clusters Score -2784119 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2784870.750000 Penalty: 3324.520996
	Iteration 6Q: 3 clusters Score -2784871 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2785779.000000 Penalty: 3324.520996
	Iteration 7F: 3 clusters Score -2785779 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2786871.000000 Penalty: 3324.520996
	Iteration 8F: 3 clusters Score -2786871 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2787923.000000 Penalty: 3324.520996
	Iteration 9F: 3 clusters Score -2787923 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2788767.000000 Penalty: 3324.520996
	Iteration 10F: 3 clusters Score -2788767 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2789348.750000 Penalty: 3324.520996
	Iteration 11Q: 3 clusters Score -2789349 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2789664.250000 Penalty: 3324.520996
	Iteration 12Q: 3 clusters Score -2789664 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2789835.000000 Penalty: 3324.520996
	Iteration 13Q: 3 clusters Score -2789835 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2789931.750000 Penalty: 3324.520996
	Iteration 14Q: 3 clusters Score -2789932 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2789980.500000 Penalty: 3324.520996
	Iteration 15Q: 3 clusters Score -2789980 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2790029.000000 Penalty: 3324.520996
	Iteration 16Q: 3 clusters Score -2790029 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2790071.750000 Penalty: 3324.520996
	Iteration 17Q: 3 clusters Score -2790072 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2790104.750000 Penalty: 3324.520996
	Iteration 18Q: 3 clusters Score -2790105 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2790145.500000 Penalty: 3324.520996
	Iteration 19Q: 3 clusters Score -2790146 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2790178.000000 Penalty: 3324.520996
	Iteration 20F: 3 clusters Score -2790178 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2790213.250000 Penalty: 3324.520996
	Iteration 21Q: 3 clusters Score -2790213 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2790251.500000 Penalty: 3324.520996
	Iteration 22Q: 3 clusters Score -2790252 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2790285.250000 Penalty: 3324.520996
	Iteration 23Q: 3 clusters Score -2790285 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2790319.750000 Penalty: 3324.520996
	Iteration 24Q: 3 clusters Score -2790320 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2790361.250000 Penalty: 3324.520996
	Iteration 25Q: 3 clusters Score -2790361 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2790396.500000 Penalty: 3324.520996
	Iteration 26Q: 3 clusters Score -2790396 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2790453.500000 Penalty: 3324.520996
	Iteration 27Q: 3 clusters Score -2790454 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2790509.000000 Penalty: 3324.520996
	Iteration 28Q: 3 clusters Score -2790509 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2790571.250000 Penalty: 3324.520996
	Iteration 29Q: 3 clusters Score -2790571 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2790661.500000 Penalty: 3324.520996
	Iteration 30Q: 3 clusters Score -2790662 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2790744.750000 Penalty: 3324.520996
	Iteration 31Q: 3 clusters Score -2790745 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2790842.000000 Penalty: 3324.520996
	Iteration 32Q: 3 clusters Score -2790842 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2790971.750000 Penalty: 3324.520996
	Iteration 33Q: 3 clusters Score -2790972 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2791154.500000 Penalty: 3324.520996
	Iteration 34Q: 3 clusters Score -2791154 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2791346.750000 Penalty: 3324.520996
	Iteration 35Q: 3 clusters Score -2791347 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2791571.750000 Penalty: 3324.520996
	Iteration 36Q: 3 clusters Score -2791572 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2791778.250000 Penalty: 3324.520996
	Iteration 37Q: 3 clusters Score -2791778 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2791965.250000 Penalty: 3324.520996
	Iteration 38Q: 3 clusters Score -2791965 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2792155.250000 Penalty: 3324.520996
	Iteration 39Q: 3 clusters Score -2792155 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2792326.000000 Penalty: 3324.520996
	Iteration 40F: 3 clusters Score -2792326 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2792474.500000 Penalty: 3324.520996
	Iteration 41Q: 3 clusters Score -2792474 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2792606.000000 Penalty: 3324.520996
	Iteration 42Q: 3 clusters Score -2792606 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2792733.000000 Penalty: 3324.520996
	Iteration 43Q: 3 clusters Score -2792733 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2792811.500000 Penalty: 3324.520996
	Iteration 44Q: 3 clusters Score -2792812 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2792861.750000 Penalty: 3324.520996
	Iteration 45Q: 3 clusters Score -2792862 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2792910.750000 Penalty: 3324.520996
	Iteration 46Q: 3 clusters Score -2792911 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2792954.250000 Penalty: 3324.520996
	Iteration 47Q: 3 clusters Score -2792954 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2792990.250000 Penalty: 3324.520996
	Iteration 48Q: 3 clusters Score -2792990 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2793012.250000 Penalty: 3324.520996
	Iteration 49Q: 3 clusters Score -2793012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2793031.500000 Penalty: 3324.520996
	Iteration 50Q: 3 clusters Score -2793032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2793050.750000 Penalty: 3324.520996
	Iteration 51Q: 3 clusters Score -2793051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2793061.750000 Penalty: 3324.520996
	Iteration 52Q: 3 clusters Score -2793062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2793084.250000 Penalty: 3324.520996
	Iteration 53Q: 3 clusters Score -2793084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2793099.000000 Penalty: 3324.520996
	Iteration 54Q: 3 clusters Score -2793099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2793123.750000 Penalty: 3324.520996
	Iteration 55Q: 3 clusters Score -2793124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2793129.500000 Penalty: 3324.520996
	Iteration 56Q: 3 clusters Score -2793130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2793140.250000 Penalty: 3324.520996
	Iteration 57Q: 3 clusters Score -2793140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2793151.750000 Penalty: 3324.520996
	Iteration 58Q: 3 clusters Score -2793152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2793150.500000 Penalty: 3324.520996
	Iteration 59Q: 3 clusters Score -2793150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2793152.750000 Penalty: 3324.520996
	Iteration 60F: 3 clusters Score -2793153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2793152.500000 Penalty: 3324.520996
	Iteration 61Q: 3 clusters Score -2793152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2793163.250000 Penalty: 3324.520996
	Iteration 62Q: 3 clusters Score -2793163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2793162.250000 Penalty: 3324.520996
	Iteration 63Q: 3 clusters Score -2793162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2793160.000000 Penalty: 3324.520996
	Iteration 64Q: 3 clusters Score -2793160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2793163.000000 Penalty: 3324.520996
	Iteration 65Q: 3 clusters Score -2793163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2793164.500000 Penalty: 3324.520996
	Iteration 66Q: 3 clusters Score -2793164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2793160.750000 Penalty: 3324.520996
	Iteration 67Q: 3 clusters Score -2793161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2793163.250000 Penalty: 3324.520996
	Iteration 68Q: 3 clusters Score -2793163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2793163.750000 Penalty: 3324.520996
	Iteration 69Q: 3 clusters Score -2793164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2793166.000000 Penalty: 3324.520996
	Iteration 70Q: 3 clusters Score -2793166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2793168.500000 Penalty: 3324.520996
	Iteration 71Q: 3 clusters Score -2793168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2793174.500000 Penalty: 3324.520996
	Iteration 72Q: 3 clusters Score -2793174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2793173.750000 Penalty: 3324.520996
	Iteration 73Q: 3 clusters Score -2793174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2793180.250000 Penalty: 3324.520996
	Iteration 74Q: 3 clusters Score -2793180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2793183.500000 Penalty: 3324.520996
	Iteration 75Q: 3 clusters Score -2793184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2793182.750000 Penalty: 3324.520996
	Iteration 76Q: 3 clusters Score -2793183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2793186.500000 Penalty: 3324.520996
	Iteration 77Q: 3 clusters Score -2793186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2793184.250000 Penalty: 3324.520996
	Iteration 78Q: 3 clusters Score -2793184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2793184.500000 Penalty: 3324.520996
	Iteration 79Q: 3 clusters Score -2793184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2793189.250000 Penalty: 3324.520996
	Iteration 80F: 3 clusters Score -2793189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2793185.250000 Penalty: 3324.520996
	Iteration 81Q: 3 clusters Score -2793185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2793188.000000 Penalty: 3324.520996
	Iteration 82Q: 3 clusters Score -2793188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2793189.000000 Penalty: 3324.520996
	Iteration 83Q: 3 clusters Score -2793189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2793188.500000 Penalty: 3324.520996
	Iteration 84Q: 3 clusters Score -2793188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2793188.500000 Penalty: 3324.520996
	Iteration 85F: 3 clusters Score -2793188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Entering Unmasked Estep 
Score: -618474.062500 Penalty: 1418.500732
	Iteration 0F: 2 clusters Score -618474.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -613763.437500 Penalty: 2837.001465
	Iteration 0F: 3 clusters Score -613763.4 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -615107.500000 Penalty: 2837.001465
	Iteration 1F: 3 clusters Score -615107.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -615290.687500 Penalty: 2837.001465
	Iteration 2F: 3 clusters Score -615290.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -615418.250000 Penalty: 2837.001465
	Iteration 3Q: 3 clusters Score -615418.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -615530.625000 Penalty: 2837.001465
	Iteration 4Q: 3 clusters Score -615530.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -615636.250000 Penalty: 2837.001465
	Iteration 5Q: 3 clusters Score -615636.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -615778.375000 Penalty: 2837.001465
	Iteration 6Q: 3 clusters Score -615778.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -615965.375000 Penalty: 2837.001465
	Iteration 7Q: 3 clusters Score -615965.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -616219.625000 Penalty: 2837.001465
	Iteration 8F: 3 clusters Score -616219.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -616501.312500 Penalty: 2837.001465
	Iteration 9F: 3 clusters Score -616501.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -616803.625000 Penalty: 2837.001465
	Iteration 10Q: 3 clusters Score -616803.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -617109.500000 Penalty: 2837.001465
	Iteration 11Q: 3 clusters Score -617109.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -617331.125000 Penalty: 2837.001465
	Iteration 12Q: 3 clusters Score -617331.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -617449.375000 Penalty: 2837.001465
	Iteration 13Q: 3 clusters Score -617449.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -617546.750000 Penalty: 2837.001465
	Iteration 14Q: 3 clusters Score -617546.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -617610.125000 Penalty: 2837.001465
	Iteration 15Q: 3 clusters Score -617610.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -617643.687500 Penalty: 2837.001465
	Iteration 16Q: 3 clusters Score -617643.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -617676.812500 Penalty: 2837.001465
	Iteration 17Q: 3 clusters Score -617676.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -617712.500000 Penalty: 2837.001465
	Iteration 18Q: 3 clusters Score -617712.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -617734.000000 Penalty: 2837.001465
	Iteration 19Q: 3 clusters Score -617734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -617758.500000 Penalty: 2837.001465
	Iteration 20F: 3 clusters Score -617758.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -617778.937500 Penalty: 2837.001465
	Iteration 21Q: 3 clusters Score -617778.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -617789.687500 Penalty: 2837.001465
	Iteration 22Q: 3 clusters Score -617789.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -617802.187500 Penalty: 2837.001465
	Iteration 23Q: 3 clusters Score -617802.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -617820.125000 Penalty: 2837.001465
	Iteration 24Q: 3 clusters Score -617820.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -617837.437500 Penalty: 2837.001465
	Iteration 25Q: 3 clusters Score -617837.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -617855.062500 Penalty: 2837.001465
	Iteration 26Q: 3 clusters Score -617855.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -617867.187500 Penalty: 2837.001465
	Iteration 27Q: 3 clusters Score -617867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -617880.875000 Penalty: 2837.001465
	Iteration 28Q: 3 clusters Score -617880.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -617898.875000 Penalty: 2837.001465
	Iteration 29Q: 3 clusters Score -617898.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -617910.312500 Penalty: 2837.001465
	Iteration 30Q: 3 clusters Score -617910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -617914.000000 Penalty: 2837.001465
	Iteration 31Q: 3 clusters Score -617914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -617922.812500 Penalty: 2837.001465
	Iteration 32Q: 3 clusters Score -617922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -617931.062500 Penalty: 2837.001465
	Iteration 33Q: 3 clusters Score -617931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -617936.812500 Penalty: 2837.001465
	Iteration 34Q: 3 clusters Score -617936.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -617943.000000 Penalty: 2837.001465
	Iteration 35Q: 3 clusters Score -617943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -617946.812500 Penalty: 2837.001465
	Iteration 36Q: 3 clusters Score -617946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -617951.000000 Penalty: 2837.001465
	Iteration 37Q: 3 clusters Score -617951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -617954.812500 Penalty: 2837.001465
	Iteration 38Q: 3 clusters Score -617954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -617958.687500 Penalty: 2837.001465
	Iteration 39Q: 3 clusters Score -617958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -617966.437500 Penalty: 2837.001465
	Iteration 40F: 3 clusters Score -617966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -617969.187500 Penalty: 2837.001465
	Iteration 41Q: 3 clusters Score -617969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -617971.875000 Penalty: 2837.001465
	Iteration 42Q: 3 clusters Score -617971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -617971.125000 Penalty: 2837.001465
	Iteration 43Q: 3 clusters Score -617971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -617971.125000 Penalty: 2837.001465
	Iteration 44F: 3 clusters Score -617971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Entering Unmasked Estep 
Score: -2906871.500000 Penalty: 1670.556519
	Iteration 0F: 2 clusters Score -2906872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2887379.750000 Penalty: 3341.113037
	Iteration 0F: 3 clusters Score -2887380 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2894914.250000 Penalty: 3341.113037
	Iteration 1F: 3 clusters Score -2894914 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2895570.750000 Penalty: 3341.113037
	Iteration 2F: 3 clusters Score -2895571 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2896450.000000 Penalty: 3341.113037
	Iteration 3F: 3 clusters Score -2896450 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2897747.500000 Penalty: 3341.113037
	Iteration 4F: 3 clusters Score -2897748 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2899585.000000 Penalty: 3341.113037
	Iteration 5F: 3 clusters Score -2899585 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2901600.250000 Penalty: 3341.113037
	Iteration 6F: 3 clusters Score -2901600 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -2903345.000000 Penalty: 3341.113037
	Iteration 7F: 3 clusters Score -2903345 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -2904493.500000 Penalty: 3341.113037
	Iteration 8Q: 3 clusters Score -2904494 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2904993.000000 Penalty: 3341.113037
	Iteration 9Q: 3 clusters Score -2904993 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2905210.750000 Penalty: 3341.113037
	Iteration 10Q: 3 clusters Score -2905211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -2905293.500000 Penalty: 3341.113037
	Iteration 11Q: 3 clusters Score -2905294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -2905323.250000 Penalty: 3341.113037
	Iteration 12Q: 3 clusters Score -2905323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -2905345.250000 Penalty: 3341.113037
	Iteration 13Q: 3 clusters Score -2905345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -2905360.750000 Penalty: 3341.113037
	Iteration 14Q: 3 clusters Score -2905361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -2905386.750000 Penalty: 3341.113037
	Iteration 15Q: 3 clusters Score -2905387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -2905402.250000 Penalty: 3341.113037
	Iteration 16Q: 3 clusters Score -2905402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -2905409.250000 Penalty: 3341.113037
	Iteration 17Q: 3 clusters Score -2905409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2905411.750000 Penalty: 3341.113037
	Iteration 18Q: 3 clusters Score -2905412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -2905417.250000 Penalty: 3341.113037
	Iteration 19Q: 3 clusters Score -2905417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -2905432.250000 Penalty: 3341.113037
	Iteration 20F: 3 clusters Score -2905432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2905428.750000 Penalty: 3341.113037
	Iteration 21Q: 3 clusters Score -2905429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -2905428.750000 Penalty: 3341.113037
	Iteration 22F: 3 clusters Score -2905429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Entering Unmasked Estep 
Score: -3376124.500000 Penalty: 1698.193726
	Iteration 0F: 2 clusters Score -3376124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3352800.750000 Penalty: 3396.387451
	Iteration 0F: 3 clusters Score -3352801 nChanged 16034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3361783.750000 Penalty: 3396.387451
	Iteration 1F: 3 clusters Score -3361784 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3362358.000000 Penalty: 3396.387451
	Iteration 2Q: 3 clusters Score -3362358 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3363159.250000 Penalty: 3396.387451
	Iteration 3Q: 3 clusters Score -3363159 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3364407.750000 Penalty: 3396.387451
	Iteration 4F: 3 clusters Score -3364408 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3366231.000000 Penalty: 3396.387451
	Iteration 5F: 3 clusters Score -3366231 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3368536.000000 Penalty: 3396.387451
	Iteration 6F: 3 clusters Score -3368536 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3370830.000000 Penalty: 3396.387451
	Iteration 7F: 3 clusters Score -3370830 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3372612.750000 Penalty: 3396.387451
	Iteration 8F: 3 clusters Score -3372613 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3373833.250000 Penalty: 3396.387451
	Iteration 9Q: 3 clusters Score -3373833 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3374760.250000 Penalty: 3396.387451
	Iteration 10Q: 3 clusters Score -3374760 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3375443.750000 Penalty: 3396.387451
	Iteration 11Q: 3 clusters Score -3375444 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3375858.000000 Penalty: 3396.387451
	Iteration 12Q: 3 clusters Score -3375858 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3376121.000000 Penalty: 3396.387451
	Iteration 13Q: 3 clusters Score -3376121 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -3376366.750000 Penalty: 3396.387451
	Iteration 14Q: 3 clusters Score -3376367 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3376583.500000 Penalty: 3396.387451
	Iteration 15Q: 3 clusters Score -3376584 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3376844.500000 Penalty: 3396.387451
	Iteration 16Q: 3 clusters Score -3376844 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3377036.000000 Penalty: 3396.387451
	Iteration 17Q: 3 clusters Score -3377036 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3377190.250000 Penalty: 3396.387451
	Iteration 18Q: 3 clusters Score -3377190 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3377341.500000 Penalty: 3396.387451
	Iteration 19Q: 3 clusters Score -3377342 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3377398.750000 Penalty: 3396.387451
	Iteration 20F: 3 clusters Score -3377399 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3377433.750000 Penalty: 3396.387451
	Iteration 21Q: 3 clusters Score -3377434 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3377469.000000 Penalty: 3396.387451
	Iteration 22Q: 3 clusters Score -3377469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3377488.750000 Penalty: 3396.387451
	Iteration 23Q: 3 clusters Score -3377489 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3377503.500000 Penalty: 3396.387451
	Iteration 24Q: 3 clusters Score -3377504 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3377528.500000 Penalty: 3396.387451
	Iteration 25Q: 3 clusters Score -3377528 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3377540.250000 Penalty: 3396.387451
	Iteration 26Q: 3 clusters Score -3377540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3377537.750000 Penalty: 3396.387451
	Iteration 27Q: 3 clusters Score -3377538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3377546.250000 Penalty: 3396.387451
	Iteration 28Q: 3 clusters Score -3377546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3377551.250000 Penalty: 3396.387451
	Iteration 29Q: 3 clusters Score -3377551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3377553.500000 Penalty: 3396.387451
	Iteration 30Q: 3 clusters Score -3377554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3377551.250000 Penalty: 3396.387451
	Iteration 31Q: 3 clusters Score -3377551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3377561.000000 Penalty: 3396.387451
	Iteration 32Q: 3 clusters Score -3377561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3377567.250000 Penalty: 3396.387451
	Iteration 33Q: 3 clusters Score -3377567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3377568.000000 Penalty: 3396.387451
	Iteration 34Q: 3 clusters Score -3377568 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3377575.000000 Penalty: 3396.387451
	Iteration 35Q: 3 clusters Score -3377575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3377577.000000 Penalty: 3396.387451
	Iteration 36Q: 3 clusters Score -3377577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3377580.250000 Penalty: 3396.387451
	Iteration 37Q: 3 clusters Score -3377580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3377581.250000 Penalty: 3396.387451
	Iteration 38Q: 3 clusters Score -3377581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3377581.000000 Penalty: 3396.387451
	Iteration 39Q: 3 clusters Score -3377581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3377575.250000 Penalty: 3396.387451
	Iteration 40F: 3 clusters Score -3377575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3377576.000000 Penalty: 3396.387451
	Iteration 41Q: 3 clusters Score -3377576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3377577.750000 Penalty: 3396.387451
	Iteration 42Q: 3 clusters Score -3377578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3377571.500000 Penalty: 3396.387451
	Iteration 43Q: 3 clusters Score -3377572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3377579.500000 Penalty: 3396.387451
	Iteration 44Q: 3 clusters Score -3377580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3377573.000000 Penalty: 3396.387451
	Iteration 45Q: 3 clusters Score -3377573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3377568.000000 Penalty: 3396.387451
	Iteration 46Q: 3 clusters Score -3377568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3377572.750000 Penalty: 3396.387451
	Iteration 47Q: 3 clusters Score -3377573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3377570.750000 Penalty: 3396.387451
	Iteration 48Q: 3 clusters Score -3377571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3377569.500000 Penalty: 3396.387451
	Iteration 49Q: 3 clusters Score -3377570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3377569.500000 Penalty: 3396.387451
	Iteration 50F: 3 clusters Score -3377570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 124795 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 18462 members 
Mstep: Class 5 contains 27703 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 29154 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 14060 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 17995 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 4661 members 
Mstep: Class 21 contains 105688 members 
Mstep: Class 22 contains 13487 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 25992 members 
Mstep: Class 25 contains 15204 members 
Mstep: Class 26 contains 14163 members 
Entering Unmasked Estep 
Score: -52407628.000000 Penalty: 55808.535156
Splitting cluster 8 changes total score from -52406684.000000 to -52407628.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (5216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Entering Unmasked Estep 
Score: -507401.437500 Penalty: 1390.916504
	Iteration 0F: 2 clusters Score -507401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -503309.875000 Penalty: 2781.833008
	Iteration 0F: 3 clusters Score -503309.9 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -504515.062500 Penalty: 2781.833008
	Iteration 1F: 3 clusters Score -504515.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -504662.187500 Penalty: 2781.833008
	Iteration 2F: 3 clusters Score -504662.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -504738.468750 Penalty: 2781.833008
	Iteration 3Q: 3 clusters Score -504738.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -504798.062500 Penalty: 2781.833008
	Iteration 4Q: 3 clusters Score -504798.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -504843.687500 Penalty: 2781.833008
	Iteration 5Q: 3 clusters Score -504843.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -504878.531250 Penalty: 2781.833008
	Iteration 6Q: 3 clusters Score -504878.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -504910.750000 Penalty: 2781.833008
	Iteration 7Q: 3 clusters Score -504910.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -504942.468750 Penalty: 2781.833008
	Iteration 8Q: 3 clusters Score -504942.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -504977.218750 Penalty: 2781.833008
	Iteration 9Q: 3 clusters Score -504977.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -505008.250000 Penalty: 2781.833008
	Iteration 10Q: 3 clusters Score -505008.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -505044.031250 Penalty: 2781.833008
	Iteration 11Q: 3 clusters Score -505044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -505080.093750 Penalty: 2781.833008
	Iteration 12Q: 3 clusters Score -505080.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -505123.062500 Penalty: 2781.833008
	Iteration 13Q: 3 clusters Score -505123.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -505166.062500 Penalty: 2781.833008
	Iteration 14Q: 3 clusters Score -505166.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -505215.750000 Penalty: 2781.833008
	Iteration 15Q: 3 clusters Score -505215.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -505280.718750 Penalty: 2781.833008
	Iteration 16Q: 3 clusters Score -505280.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -505361.093750 Penalty: 2781.833008
	Iteration 17Q: 3 clusters Score -505361.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -505457.500000 Penalty: 2781.833008
	Iteration 18Q: 3 clusters Score -505457.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -505566.875000 Penalty: 2781.833008
	Iteration 19Q: 3 clusters Score -505566.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -505680.625000 Penalty: 2781.833008
	Iteration 20F: 3 clusters Score -505680.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -505795.375000 Penalty: 2781.833008
	Iteration 21Q: 3 clusters Score -505795.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -505892.250000 Penalty: 2781.833008
	Iteration 22Q: 3 clusters Score -505892.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -505977.843750 Penalty: 2781.833008
	Iteration 23Q: 3 clusters Score -505977.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -506038.625000 Penalty: 2781.833008
	Iteration 24Q: 3 clusters Score -506038.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -506084.281250 Penalty: 2781.833008
	Iteration 25Q: 3 clusters Score -506084.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -506116.531250 Penalty: 2781.833008
	Iteration 26Q: 3 clusters Score -506116.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -506138.843750 Penalty: 2781.833008
	Iteration 27Q: 3 clusters Score -506138.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -506162.750000 Penalty: 2781.833008
	Iteration 28Q: 3 clusters Score -506162.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -506183.625000 Penalty: 2781.833008
	Iteration 29Q: 3 clusters Score -506183.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -506200.343750 Penalty: 2781.833008
	Iteration 30Q: 3 clusters Score -506200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -506211.812500 Penalty: 2781.833008
	Iteration 31Q: 3 clusters Score -506211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -506217.500000 Penalty: 2781.833008
	Iteration 32Q: 3 clusters Score -506217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -506219.718750 Penalty: 2781.833008
	Iteration 33Q: 3 clusters Score -506219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -506220.187500 Penalty: 2781.833008
	Iteration 34Q: 3 clusters Score -506220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -506220.187500 Penalty: 2781.833008
	Iteration 35F: 3 clusters Score -506220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -179127.046875 Penalty: 1230.197021
	Iteration 0F: 2 clusters Score -179127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -177154.984375 Penalty: 2460.394043
	Iteration 0F: 3 clusters Score -177155 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -177732.750000 Penalty: 2460.394043
	Iteration 1F: 3 clusters Score -177732.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -177943.640625 Penalty: 2460.394043
	Iteration 2F: 3 clusters Score -177943.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178182.500000 Penalty: 2460.394043
	Iteration 3F: 3 clusters Score -178182.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178432.187500 Penalty: 2460.394043
	Iteration 4F: 3 clusters Score -178432.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -178678.312500 Penalty: 2460.394043
	Iteration 5F: 3 clusters Score -178678.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -178880.890625 Penalty: 2460.394043
	Iteration 6F: 3 clusters Score -178880.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -178954.937500 Penalty: 2460.394043
	Iteration 7Q: 3 clusters Score -178954.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -178989.078125 Penalty: 2460.394043
	Iteration 8Q: 3 clusters Score -178989.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -179006.312500 Penalty: 2460.394043
	Iteration 9Q: 3 clusters Score -179006.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -179013.781250 Penalty: 2460.394043
	Iteration 10Q: 3 clusters Score -179013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -179016.265625 Penalty: 2460.394043
	Iteration 11Q: 3 clusters Score -179016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -179018.609375 Penalty: 2460.394043
	Iteration 12Q: 3 clusters Score -179018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -179019.781250 Penalty: 2460.394043
	Iteration 13Q: 3 clusters Score -179019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -179020.968750 Penalty: 2460.394043
	Iteration 14Q: 3 clusters Score -179021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -179022.109375 Penalty: 2460.394043
	Iteration 15Q: 3 clusters Score -179022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -179022.640625 Penalty: 2460.394043
	Iteration 16Q: 3 clusters Score -179022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -179023.640625 Penalty: 2460.394043
	Iteration 17Q: 3 clusters Score -179023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -179023.531250 Penalty: 2460.394043
	Iteration 18Q: 3 clusters Score -179023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -179023.781250 Penalty: 2460.394043
	Iteration 19Q: 3 clusters Score -179023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -179024.515625 Penalty: 2460.394043
	Iteration 20F: 3 clusters Score -179024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -179026.296875 Penalty: 2460.394043
	Iteration 21Q: 3 clusters Score -179026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -179029.265625 Penalty: 2460.394043
	Iteration 22Q: 3 clusters Score -179029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -179041.984375 Penalty: 2460.394043
	Iteration 23Q: 3 clusters Score -179042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -179050.203125 Penalty: 2460.394043
	Iteration 24Q: 3 clusters Score -179050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -179056.484375 Penalty: 2460.394043
	Iteration 25Q: 3 clusters Score -179056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -179062.562500 Penalty: 2460.394043
	Iteration 26Q: 3 clusters Score -179062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -179073.921875 Penalty: 2460.394043
	Iteration 27Q: 3 clusters Score -179073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -179084.921875 Penalty: 2460.394043
	Iteration 28Q: 3 clusters Score -179084.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -179088.625000 Penalty: 2460.394043
	Iteration 29Q: 3 clusters Score -179088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -179095.562500 Penalty: 2460.394043
	Iteration 30Q: 3 clusters Score -179095.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -179100.828125 Penalty: 2460.394043
	Iteration 31Q: 3 clusters Score -179100.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -179107.359375 Penalty: 2460.394043
	Iteration 32Q: 3 clusters Score -179107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -179113.843750 Penalty: 2460.394043
	Iteration 33Q: 3 clusters Score -179113.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -179118.703125 Penalty: 2460.394043
	Iteration 34Q: 3 clusters Score -179118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -179121.000000 Penalty: 2460.394043
	Iteration 35Q: 3 clusters Score -179121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -179130.437500 Penalty: 2460.394043
	Iteration 36Q: 3 clusters Score -179130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -179140.187500 Penalty: 2460.394043
	Iteration 37Q: 3 clusters Score -179140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -179147.625000 Penalty: 2460.394043
	Iteration 38Q: 3 clusters Score -179147.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -179154.359375 Penalty: 2460.394043
	Iteration 39Q: 3 clusters Score -179154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -179159.500000 Penalty: 2460.394043
	Iteration 40F: 3 clusters Score -179159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -179166.296875 Penalty: 2460.394043
	Iteration 41Q: 3 clusters Score -179166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -179175.125000 Penalty: 2460.394043
	Iteration 42Q: 3 clusters Score -179175.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -179181.843750 Penalty: 2460.394043
	Iteration 43Q: 3 clusters Score -179181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -179187.031250 Penalty: 2460.394043
	Iteration 44Q: 3 clusters Score -179187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -179190.828125 Penalty: 2460.394043
	Iteration 45Q: 3 clusters Score -179190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -179194.484375 Penalty: 2460.394043
	Iteration 46Q: 3 clusters Score -179194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -179196.796875 Penalty: 2460.394043
	Iteration 47Q: 3 clusters Score -179196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -179198.234375 Penalty: 2460.394043
	Iteration 48Q: 3 clusters Score -179198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -179199.984375 Penalty: 2460.394043
	Iteration 49Q: 3 clusters Score -179200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -179202.390625 Penalty: 2460.394043
	Iteration 50Q: 3 clusters Score -179202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -179203.375000 Penalty: 2460.394043
	Iteration 51Q: 3 clusters Score -179203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -179203.375000 Penalty: 2460.394043
	Iteration 52F: 3 clusters Score -179203.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 124795 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 18462 members 
Mstep: Class 5 contains 27703 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 29154 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 1711 members 
Mstep: Class 11 contains 14060 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 17995 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 4661 members 
Mstep: Class 21 contains 105688 members 
Mstep: Class 22 contains 13487 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 25992 members 
Mstep: Class 25 contains 15204 members 
Mstep: Class 26 contains 14163 members 
Mstep: Class 27 contains 229 members 
Entering Unmasked Estep 
Score: -52406776.000000 Penalty: 57955.015625
Splitting cluster 10 changes total score from -52406684.000000 to -52406776.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (14060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Entering Unmasked Estep 
Score: -1375796.625000 Penalty: 1552.052002
	Iteration 0F: 2 clusters Score -1375797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1365951.500000 Penalty: 3104.104004
	Iteration 0F: 3 clusters Score -1365952 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1369273.250000 Penalty: 3104.104004
	Iteration 1F: 3 clusters Score -1369273 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1369564.500000 Penalty: 3104.104004
	Iteration 2F: 3 clusters Score -1369564 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1369885.500000 Penalty: 3104.104004
	Iteration 3F: 3 clusters Score -1369886 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1370245.625000 Penalty: 3104.104004
	Iteration 4F: 3 clusters Score -1370246 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1370663.000000 Penalty: 3104.104004
	Iteration 5F: 3 clusters Score -1370663 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1371120.875000 Penalty: 3104.104004
	Iteration 6F: 3 clusters Score -1371121 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1371659.375000 Penalty: 3104.104004
	Iteration 7F: 3 clusters Score -1371659 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1372231.000000 Penalty: 3104.104004
	Iteration 8F: 3 clusters Score -1372231 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1372846.375000 Penalty: 3104.104004
	Iteration 9F: 3 clusters Score -1372846 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1373424.625000 Penalty: 3104.104004
	Iteration 10Q: 3 clusters Score -1373425 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1373912.000000 Penalty: 3104.104004
	Iteration 11Q: 3 clusters Score -1373912 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1374266.000000 Penalty: 3104.104004
	Iteration 12Q: 3 clusters Score -1374266 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1374452.875000 Penalty: 3104.104004
	Iteration 13Q: 3 clusters Score -1374453 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1374563.000000 Penalty: 3104.104004
	Iteration 14Q: 3 clusters Score -1374563 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1374619.000000 Penalty: 3104.104004
	Iteration 15Q: 3 clusters Score -1374619 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1374664.500000 Penalty: 3104.104004
	Iteration 16Q: 3 clusters Score -1374664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1374691.875000 Penalty: 3104.104004
	Iteration 17Q: 3 clusters Score -1374692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1374736.125000 Penalty: 3104.104004
	Iteration 18Q: 3 clusters Score -1374736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1374764.875000 Penalty: 3104.104004
	Iteration 19Q: 3 clusters Score -1374765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1374788.125000 Penalty: 3104.104004
	Iteration 20F: 3 clusters Score -1374788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1374803.375000 Penalty: 3104.104004
	Iteration 21Q: 3 clusters Score -1374803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1374818.625000 Penalty: 3104.104004
	Iteration 22Q: 3 clusters Score -1374819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1374822.000000 Penalty: 3104.104004
	Iteration 23Q: 3 clusters Score -1374822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1374822.250000 Penalty: 3104.104004
	Iteration 24Q: 3 clusters Score -1374822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1374827.125000 Penalty: 3104.104004
	Iteration 25Q: 3 clusters Score -1374827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1374832.250000 Penalty: 3104.104004
	Iteration 26Q: 3 clusters Score -1374832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1374837.250000 Penalty: 3104.104004
	Iteration 27Q: 3 clusters Score -1374837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1374840.500000 Penalty: 3104.104004
	Iteration 28Q: 3 clusters Score -1374840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1374843.750000 Penalty: 3104.104004
	Iteration 29Q: 3 clusters Score -1374844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1374843.875000 Penalty: 3104.104004
	Iteration 30Q: 3 clusters Score -1374844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1374843.625000 Penalty: 3104.104004
	Iteration 31Q: 3 clusters Score -1374844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1374847.875000 Penalty: 3104.104004
	Iteration 32Q: 3 clusters Score -1374848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1374848.250000 Penalty: 3104.104004
	Iteration 33Q: 3 clusters Score -1374848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1374846.500000 Penalty: 3104.104004
	Iteration 34Q: 3 clusters Score -1374846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1374847.125000 Penalty: 3104.104004
	Iteration 35Q: 3 clusters Score -1374847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1374849.625000 Penalty: 3104.104004
	Iteration 36Q: 3 clusters Score -1374850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1374852.500000 Penalty: 3104.104004
	Iteration 37Q: 3 clusters Score -1374852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1374856.000000 Penalty: 3104.104004
	Iteration 38Q: 3 clusters Score -1374856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1374860.875000 Penalty: 3104.104004
	Iteration 39Q: 3 clusters Score -1374861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1374862.875000 Penalty: 3104.104004
	Iteration 40F: 3 clusters Score -1374863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1374866.375000 Penalty: 3104.104004
	Iteration 41Q: 3 clusters Score -1374866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1374870.250000 Penalty: 3104.104004
	Iteration 42Q: 3 clusters Score -1374870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1374868.875000 Penalty: 3104.104004
	Iteration 43Q: 3 clusters Score -1374869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1374873.000000 Penalty: 3104.104004
	Iteration 44Q: 3 clusters Score -1374873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1374876.125000 Penalty: 3104.104004
	Iteration 45Q: 3 clusters Score -1374876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1374875.375000 Penalty: 3104.104004
	Iteration 46Q: 3 clusters Score -1374875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1374880.000000 Penalty: 3104.104004
	Iteration 47Q: 3 clusters Score -1374880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1374882.250000 Penalty: 3104.104004
	Iteration 48Q: 3 clusters Score -1374882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1374887.500000 Penalty: 3104.104004
	Iteration 49Q: 3 clusters Score -1374888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1374887.875000 Penalty: 3104.104004
	Iteration 50Q: 3 clusters Score -1374888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1374887.625000 Penalty: 3104.104004
	Iteration 51Q: 3 clusters Score -1374888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1374890.875000 Penalty: 3104.104004
	Iteration 52Q: 3 clusters Score -1374891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1374893.250000 Penalty: 3104.104004
	Iteration 53Q: 3 clusters Score -1374893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1374892.250000 Penalty: 3104.104004
	Iteration 54Q: 3 clusters Score -1374892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1374899.125000 Penalty: 3104.104004
	Iteration 55Q: 3 clusters Score -1374899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1374896.250000 Penalty: 3104.104004
	Iteration 56Q: 3 clusters Score -1374896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1374899.000000 Penalty: 3104.104004
	Iteration 57Q: 3 clusters Score -1374899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1374901.375000 Penalty: 3104.104004
	Iteration 58Q: 3 clusters Score -1374901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1374902.875000 Penalty: 3104.104004
	Iteration 59Q: 3 clusters Score -1374903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1374902.125000 Penalty: 3104.104004
	Iteration 60F: 3 clusters Score -1374902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1374901.875000 Penalty: 3104.104004
	Iteration 61Q: 3 clusters Score -1374902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1374901.875000 Penalty: 3104.104004
	Iteration 62F: 3 clusters Score -1374902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Entering Unmasked Estep 
Score: -1166298.000000 Penalty: 1521.274048
	Iteration 0F: 2 clusters Score -1166298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1158111.125000 Penalty: 3042.548096
	Iteration 0F: 3 clusters Score -1158111 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1160833.250000 Penalty: 3042.548096
	Iteration 1F: 3 clusters Score -1160833 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1161049.625000 Penalty: 3042.548096
	Iteration 2F: 3 clusters Score -1161050 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1161249.125000 Penalty: 3042.548096
	Iteration 3Q: 3 clusters Score -1161249 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1161418.875000 Penalty: 3042.548096
	Iteration 4Q: 3 clusters Score -1161419 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1161568.375000 Penalty: 3042.548096
	Iteration 5Q: 3 clusters Score -1161568 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1161730.625000 Penalty: 3042.548096
	Iteration 6Q: 3 clusters Score -1161731 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1161932.500000 Penalty: 3042.548096
	Iteration 7Q: 3 clusters Score -1161932 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1162206.375000 Penalty: 3042.548096
	Iteration 8Q: 3 clusters Score -1162206 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1162600.750000 Penalty: 3042.548096
	Iteration 9F: 3 clusters Score -1162601 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1163100.375000 Penalty: 3042.548096
	Iteration 10F: 3 clusters Score -1163100 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1163697.000000 Penalty: 3042.548096
	Iteration 11F: 3 clusters Score -1163697 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1164208.375000 Penalty: 3042.548096
	Iteration 12F: 3 clusters Score -1164208 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1164579.125000 Penalty: 3042.548096
	Iteration 13Q: 3 clusters Score -1164579 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1164823.000000 Penalty: 3042.548096
	Iteration 14Q: 3 clusters Score -1164823 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1164944.500000 Penalty: 3042.548096
	Iteration 15Q: 3 clusters Score -1164944 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1165019.250000 Penalty: 3042.548096
	Iteration 16Q: 3 clusters Score -1165019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1165059.000000 Penalty: 3042.548096
	Iteration 17Q: 3 clusters Score -1165059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1165086.875000 Penalty: 3042.548096
	Iteration 18Q: 3 clusters Score -1165087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1165113.125000 Penalty: 3042.548096
	Iteration 19Q: 3 clusters Score -1165113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1165125.875000 Penalty: 3042.548096
	Iteration 20F: 3 clusters Score -1165126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1165137.875000 Penalty: 3042.548096
	Iteration 21Q: 3 clusters Score -1165138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1165149.625000 Penalty: 3042.548096
	Iteration 22Q: 3 clusters Score -1165150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1165156.875000 Penalty: 3042.548096
	Iteration 23Q: 3 clusters Score -1165157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1165163.750000 Penalty: 3042.548096
	Iteration 24Q: 3 clusters Score -1165164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1165164.625000 Penalty: 3042.548096
	Iteration 25Q: 3 clusters Score -1165165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1165171.625000 Penalty: 3042.548096
	Iteration 26Q: 3 clusters Score -1165172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1165173.500000 Penalty: 3042.548096
	Iteration 27Q: 3 clusters Score -1165174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1165176.125000 Penalty: 3042.548096
	Iteration 28Q: 3 clusters Score -1165176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1165175.625000 Penalty: 3042.548096
	Iteration 29Q: 3 clusters Score -1165176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1165175.625000 Penalty: 3042.548096
	Iteration 30F: 3 clusters Score -1165176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -131525.640625 Penalty: 1173.072876
	Iteration 0F: 2 clusters Score -131525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129878.070312 Penalty: 2346.145752
	Iteration 0F: 3 clusters Score -129878.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130155.187500 Penalty: 2346.145752
	Iteration 1F: 3 clusters Score -130155.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130236.632812 Penalty: 2346.145752
	Iteration 2F: 3 clusters Score -130236.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -130286.414062 Penalty: 2346.145752
	Iteration 3Q: 3 clusters Score -130286.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -130318.859375 Penalty: 2346.145752
	Iteration 4Q: 3 clusters Score -130318.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -130345.976562 Penalty: 2346.145752
	Iteration 5Q: 3 clusters Score -130346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130363.835938 Penalty: 2346.145752
	Iteration 6Q: 3 clusters Score -130363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -130381.062500 Penalty: 2346.145752
	Iteration 7Q: 3 clusters Score -130381.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -130390.656250 Penalty: 2346.145752
	Iteration 8Q: 3 clusters Score -130390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -130399.046875 Penalty: 2346.145752
	Iteration 9Q: 3 clusters Score -130399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130407.312500 Penalty: 2346.145752
	Iteration 10Q: 3 clusters Score -130407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130414.000000 Penalty: 2346.145752
	Iteration 11Q: 3 clusters Score -130414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130418.445312 Penalty: 2346.145752
	Iteration 12Q: 3 clusters Score -130418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130423.000000 Penalty: 2346.145752
	Iteration 13Q: 3 clusters Score -130423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -130424.101562 Penalty: 2346.145752
	Iteration 14Q: 3 clusters Score -130424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130425.468750 Penalty: 2346.145752
	Iteration 15Q: 3 clusters Score -130425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -130425.468750 Penalty: 2346.145752
	Iteration 16F: 3 clusters Score -130425.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -429239.031250 Penalty: 1365.835815
	Iteration 0F: 2 clusters Score -429239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -425608.093750 Penalty: 2731.671631
	Iteration 0F: 3 clusters Score -425608.1 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -426556.750000 Penalty: 2731.671631
	Iteration 1F: 3 clusters Score -426556.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -426771.656250 Penalty: 2731.671631
	Iteration 2F: 3 clusters Score -426771.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -426924.468750 Penalty: 2731.671631
	Iteration 3F: 3 clusters Score -426924.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -427044.656250 Penalty: 2731.671631
	Iteration 4Q: 3 clusters Score -427044.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -427176.343750 Penalty: 2731.671631
	Iteration 5Q: 3 clusters Score -427176.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -427289.343750 Penalty: 2731.671631
	Iteration 6Q: 3 clusters Score -427289.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -427378.062500 Penalty: 2731.671631
	Iteration 7Q: 3 clusters Score -427378.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -427458.656250 Penalty: 2731.671631
	Iteration 8Q: 3 clusters Score -427458.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -427547.593750 Penalty: 2731.671631
	Iteration 9Q: 3 clusters Score -427547.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -427630.687500 Penalty: 2731.671631
	Iteration 10Q: 3 clusters Score -427630.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -427721.562500 Penalty: 2731.671631
	Iteration 11Q: 3 clusters Score -427721.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -427798.468750 Penalty: 2731.671631
	Iteration 12Q: 3 clusters Score -427798.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -427880.281250 Penalty: 2731.671631
	Iteration 13Q: 3 clusters Score -427880.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -427942.968750 Penalty: 2731.671631
	Iteration 14Q: 3 clusters Score -427943 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -427989.250000 Penalty: 2731.671631
	Iteration 15Q: 3 clusters Score -427989.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -428028.968750 Penalty: 2731.671631
	Iteration 16Q: 3 clusters Score -428029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -428061.687500 Penalty: 2731.671631
	Iteration 17Q: 3 clusters Score -428061.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -428083.843750 Penalty: 2731.671631
	Iteration 18Q: 3 clusters Score -428083.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -428094.562500 Penalty: 2731.671631
	Iteration 19Q: 3 clusters Score -428094.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -428103.781250 Penalty: 2731.671631
	Iteration 20F: 3 clusters Score -428103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -428111.593750 Penalty: 2731.671631
	Iteration 21Q: 3 clusters Score -428111.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -428120.531250 Penalty: 2731.671631
	Iteration 22Q: 3 clusters Score -428120.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -428133.437500 Penalty: 2731.671631
	Iteration 23Q: 3 clusters Score -428133.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -428149.562500 Penalty: 2731.671631
	Iteration 24Q: 3 clusters Score -428149.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -428161.218750 Penalty: 2731.671631
	Iteration 25Q: 3 clusters Score -428161.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -428167.406250 Penalty: 2731.671631
	Iteration 26Q: 3 clusters Score -428167.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -428175.593750 Penalty: 2731.671631
	Iteration 27Q: 3 clusters Score -428175.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -428186.750000 Penalty: 2731.671631
	Iteration 28Q: 3 clusters Score -428186.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -428195.156250 Penalty: 2731.671631
	Iteration 29Q: 3 clusters Score -428195.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -428202.187500 Penalty: 2731.671631
	Iteration 30Q: 3 clusters Score -428202.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -428211.625000 Penalty: 2731.671631
	Iteration 31Q: 3 clusters Score -428211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -428216.718750 Penalty: 2731.671631
	Iteration 32Q: 3 clusters Score -428216.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -428221.281250 Penalty: 2731.671631
	Iteration 33Q: 3 clusters Score -428221.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -428225.093750 Penalty: 2731.671631
	Iteration 34Q: 3 clusters Score -428225.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -428228.687500 Penalty: 2731.671631
	Iteration 35Q: 3 clusters Score -428228.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -428232.562500 Penalty: 2731.671631
	Iteration 36Q: 3 clusters Score -428232.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -428234.468750 Penalty: 2731.671631
	Iteration 37Q: 3 clusters Score -428234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -428235.343750 Penalty: 2731.671631
	Iteration 38Q: 3 clusters Score -428235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -428236.031250 Penalty: 2731.671631
	Iteration 39Q: 3 clusters Score -428236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -428236.281250 Penalty: 2731.671631
	Iteration 40F: 3 clusters Score -428236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -428237.375000 Penalty: 2731.671631
	Iteration 41Q: 3 clusters Score -428237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -428237.875000 Penalty: 2731.671631
	Iteration 42Q: 3 clusters Score -428237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -428237.687500 Penalty: 2731.671631
	Iteration 43Q: 3 clusters Score -428237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -428237.218750 Penalty: 2731.671631
	Iteration 44Q: 3 clusters Score -428237.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -428237.218750 Penalty: 2731.671631
	Iteration 45F: 3 clusters Score -428237.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Entering Unmasked Estep 
Score: -833510.875000 Penalty: 1468.830811
	Iteration 0F: 2 clusters Score -833510.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -827333.062500 Penalty: 2937.661621
	Iteration 0F: 3 clusters Score -827333.1 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -829285.750000 Penalty: 2937.661621
	Iteration 1F: 3 clusters Score -829285.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -829544.187500 Penalty: 2937.661621
	Iteration 2F: 3 clusters Score -829544.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -829719.750000 Penalty: 2937.661621
	Iteration 3Q: 3 clusters Score -829719.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -829880.562500 Penalty: 2937.661621
	Iteration 4Q: 3 clusters Score -829880.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -830036.812500 Penalty: 2937.661621
	Iteration 5Q: 3 clusters Score -830036.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -830220.812500 Penalty: 2937.661621
	Iteration 6Q: 3 clusters Score -830220.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -830424.250000 Penalty: 2937.661621
	Iteration 7Q: 3 clusters Score -830424.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -830635.437500 Penalty: 2937.661621
	Iteration 8Q: 3 clusters Score -830635.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -830882.125000 Penalty: 2937.661621
	Iteration 9Q: 3 clusters Score -830882.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -831152.875000 Penalty: 2937.661621
	Iteration 10Q: 3 clusters Score -831152.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -831450.750000 Penalty: 2937.661621
	Iteration 11Q: 3 clusters Score -831450.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -831704.125000 Penalty: 2937.661621
	Iteration 12Q: 3 clusters Score -831704.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -831889.375000 Penalty: 2937.661621
	Iteration 13Q: 3 clusters Score -831889.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -832024.625000 Penalty: 2937.661621
	Iteration 14Q: 3 clusters Score -832024.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -832089.750000 Penalty: 2937.661621
	Iteration 15Q: 3 clusters Score -832089.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -832128.375000 Penalty: 2937.661621
	Iteration 16Q: 3 clusters Score -832128.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -832152.875000 Penalty: 2937.661621
	Iteration 17Q: 3 clusters Score -832152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -832171.187500 Penalty: 2937.661621
	Iteration 18Q: 3 clusters Score -832171.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -832187.687500 Penalty: 2937.661621
	Iteration 19Q: 3 clusters Score -832187.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -832200.625000 Penalty: 2937.661621
	Iteration 20F: 3 clusters Score -832200.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -832211.812500 Penalty: 2937.661621
	Iteration 21Q: 3 clusters Score -832211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -832219.000000 Penalty: 2937.661621
	Iteration 22Q: 3 clusters Score -832219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -832223.625000 Penalty: 2937.661621
	Iteration 23Q: 3 clusters Score -832223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -832227.812500 Penalty: 2937.661621
	Iteration 24Q: 3 clusters Score -832227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -832235.812500 Penalty: 2937.661621
	Iteration 25Q: 3 clusters Score -832235.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -832245.937500 Penalty: 2937.661621
	Iteration 26Q: 3 clusters Score -832245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -832253.250000 Penalty: 2937.661621
	Iteration 27Q: 3 clusters Score -832253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -832256.062500 Penalty: 2937.661621
	Iteration 28Q: 3 clusters Score -832256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -832259.812500 Penalty: 2937.661621
	Iteration 29Q: 3 clusters Score -832259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -832264.562500 Penalty: 2937.661621
	Iteration 30Q: 3 clusters Score -832264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -832271.687500 Penalty: 2937.661621
	Iteration 31Q: 3 clusters Score -832271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -832275.375000 Penalty: 2937.661621
	Iteration 32Q: 3 clusters Score -832275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -832280.000000 Penalty: 2937.661621
	Iteration 33Q: 3 clusters Score -832280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -832281.937500 Penalty: 2937.661621
	Iteration 34Q: 3 clusters Score -832281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -832283.187500 Penalty: 2937.661621
	Iteration 35Q: 3 clusters Score -832283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -832284.437500 Penalty: 2937.661621
	Iteration 36Q: 3 clusters Score -832284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -832284.437500 Penalty: 2937.661621
	Iteration 37F: 3 clusters Score -832284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Entering Unmasked Estep 
Score: -1784809.750000 Penalty: 1592.150513
	Iteration 0F: 2 clusters Score -1784810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1772515.500000 Penalty: 3184.301025
	Iteration 0F: 3 clusters Score -1772516 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1776990.625000 Penalty: 3184.301025
	Iteration 1F: 3 clusters Score -1776991 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1777432.625000 Penalty: 3184.301025
	Iteration 2F: 3 clusters Score -1777433 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1777840.625000 Penalty: 3184.301025
	Iteration 3F: 3 clusters Score -1777841 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1778247.375000 Penalty: 3184.301025
	Iteration 4F: 3 clusters Score -1778247 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1778627.500000 Penalty: 3184.301025
	Iteration 5Q: 3 clusters Score -1778628 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1779050.125000 Penalty: 3184.301025
	Iteration 6Q: 3 clusters Score -1779050 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1779478.500000 Penalty: 3184.301025
	Iteration 7Q: 3 clusters Score -1779478 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1779903.500000 Penalty: 3184.301025
	Iteration 8Q: 3 clusters Score -1779904 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1780306.500000 Penalty: 3184.301025
	Iteration 9Q: 3 clusters Score -1780306 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1780705.000000 Penalty: 3184.301025
	Iteration 10Q: 3 clusters Score -1780705 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1781050.375000 Penalty: 3184.301025
	Iteration 11Q: 3 clusters Score -1781050 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1781318.000000 Penalty: 3184.301025
	Iteration 12Q: 3 clusters Score -1781318 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1781506.375000 Penalty: 3184.301025
	Iteration 13Q: 3 clusters Score -1781506 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1781690.500000 Penalty: 3184.301025
	Iteration 14Q: 3 clusters Score -1781690 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1781834.125000 Penalty: 3184.301025
	Iteration 15Q: 3 clusters Score -1781834 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1781966.625000 Penalty: 3184.301025
	Iteration 16Q: 3 clusters Score -1781967 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1782094.250000 Penalty: 3184.301025
	Iteration 17Q: 3 clusters Score -1782094 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1782214.500000 Penalty: 3184.301025
	Iteration 18Q: 3 clusters Score -1782214 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1782325.250000 Penalty: 3184.301025
	Iteration 19Q: 3 clusters Score -1782325 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1782468.750000 Penalty: 3184.301025
	Iteration 20F: 3 clusters Score -1782469 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1782615.625000 Penalty: 3184.301025
	Iteration 21Q: 3 clusters Score -1782616 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1782761.000000 Penalty: 3184.301025
	Iteration 22Q: 3 clusters Score -1782761 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -1782886.375000 Penalty: 3184.301025
	Iteration 23Q: 3 clusters Score -1782886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1783009.125000 Penalty: 3184.301025
	Iteration 24Q: 3 clusters Score -1783009 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1783102.000000 Penalty: 3184.301025
	Iteration 25Q: 3 clusters Score -1783102 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -1783186.625000 Penalty: 3184.301025
	Iteration 26Q: 3 clusters Score -1783187 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1783265.000000 Penalty: 3184.301025
	Iteration 27Q: 3 clusters Score -1783265 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1783328.625000 Penalty: 3184.301025
	Iteration 28Q: 3 clusters Score -1783329 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1783392.250000 Penalty: 3184.301025
	Iteration 29Q: 3 clusters Score -1783392 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1783434.875000 Penalty: 3184.301025
	Iteration 30Q: 3 clusters Score -1783435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1783469.625000 Penalty: 3184.301025
	Iteration 31Q: 3 clusters Score -1783470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -1783508.000000 Penalty: 3184.301025
	Iteration 32Q: 3 clusters Score -1783508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -1783537.875000 Penalty: 3184.301025
	Iteration 33Q: 3 clusters Score -1783538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1783564.500000 Penalty: 3184.301025
	Iteration 34Q: 3 clusters Score -1783564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -1783586.750000 Penalty: 3184.301025
	Iteration 35Q: 3 clusters Score -1783587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1783602.875000 Penalty: 3184.301025
	Iteration 36Q: 3 clusters Score -1783603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1783617.125000 Penalty: 3184.301025
	Iteration 37Q: 3 clusters Score -1783617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1783619.750000 Penalty: 3184.301025
	Iteration 38Q: 3 clusters Score -1783620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1783623.750000 Penalty: 3184.301025
	Iteration 39Q: 3 clusters Score -1783624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1783627.125000 Penalty: 3184.301025
	Iteration 40F: 3 clusters Score -1783627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1783627.375000 Penalty: 3184.301025
	Iteration 41Q: 3 clusters Score -1783627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -1783627.375000 Penalty: 3184.301025
	Iteration 42F: 3 clusters Score -1783627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Entering Unmasked Estep 
Score: -370149.750000 Penalty: 1343.752197
	Iteration 0F: 2 clusters Score -370149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -366884.281250 Penalty: 2687.504395
	Iteration 0F: 3 clusters Score -366884.3 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -367884.812500 Penalty: 2687.504395
	Iteration 1F: 3 clusters Score -367884.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -368192.656250 Penalty: 2687.504395
	Iteration 2F: 3 clusters Score -368192.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -368399.031250 Penalty: 2687.504395
	Iteration 3F: 3 clusters Score -368399 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -368545.843750 Penalty: 2687.504395
	Iteration 4F: 3 clusters Score -368545.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -368667.625000 Penalty: 2687.504395
	Iteration 5Q: 3 clusters Score -368667.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -368772.437500 Penalty: 2687.504395
	Iteration 6Q: 3 clusters Score -368772.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -368846.375000 Penalty: 2687.504395
	Iteration 7Q: 3 clusters Score -368846.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -368897.500000 Penalty: 2687.504395
	Iteration 8Q: 3 clusters Score -368897.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -368940.437500 Penalty: 2687.504395
	Iteration 9Q: 3 clusters Score -368940.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -368975.812500 Penalty: 2687.504395
	Iteration 10Q: 3 clusters Score -368975.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -369003.875000 Penalty: 2687.504395
	Iteration 11Q: 3 clusters Score -369003.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -369021.343750 Penalty: 2687.504395
	Iteration 12Q: 3 clusters Score -369021.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -369036.125000 Penalty: 2687.504395
	Iteration 13Q: 3 clusters Score -369036.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -369046.000000 Penalty: 2687.504395
	Iteration 14Q: 3 clusters Score -369046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -369058.562500 Penalty: 2687.504395
	Iteration 15Q: 3 clusters Score -369058.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -369069.187500 Penalty: 2687.504395
	Iteration 16Q: 3 clusters Score -369069.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -369078.531250 Penalty: 2687.504395
	Iteration 17Q: 3 clusters Score -369078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -369090.375000 Penalty: 2687.504395
	Iteration 18Q: 3 clusters Score -369090.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -369100.437500 Penalty: 2687.504395
	Iteration 19Q: 3 clusters Score -369100.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -369111.593750 Penalty: 2687.504395
	Iteration 20F: 3 clusters Score -369111.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -369120.875000 Penalty: 2687.504395
	Iteration 21Q: 3 clusters Score -369120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -369130.625000 Penalty: 2687.504395
	Iteration 22Q: 3 clusters Score -369130.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -369137.531250 Penalty: 2687.504395
	Iteration 23Q: 3 clusters Score -369137.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -369145.656250 Penalty: 2687.504395
	Iteration 24Q: 3 clusters Score -369145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -369150.625000 Penalty: 2687.504395
	Iteration 25Q: 3 clusters Score -369150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -369150.437500 Penalty: 2687.504395
	Iteration 26Q: 3 clusters Score -369150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -369151.343750 Penalty: 2687.504395
	Iteration 27Q: 3 clusters Score -369151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -369151.343750 Penalty: 2687.504395
	Iteration 28F: 3 clusters Score -369151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -86152.625000 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -86152.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84725.789062 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -84725.79 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85074.101562 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -85074.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85192.492188 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -85192.49 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85278.484375 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -85278.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85346.945312 Penalty: 2253.995361
	Iteration 4Q: 3 clusters Score -85346.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85389.406250 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -85389.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85406.500000 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -85406.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85418.343750 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -85418.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85420.687500 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -85420.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85422.109375 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -85422.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85422.109375 Penalty: 2253.995361
	Iteration 10F: 3 clusters Score -85422.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -618602.437500 Penalty: 1427.326782
	Iteration 0F: 2 clusters Score -618602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -613653.375000 Penalty: 2854.653564
	Iteration 0F: 3 clusters Score -613653.4 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -615236.437500 Penalty: 2854.653564
	Iteration 1F: 3 clusters Score -615236.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -615541.812500 Penalty: 2854.653564
	Iteration 2F: 3 clusters Score -615541.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -615887.625000 Penalty: 2854.653564
	Iteration 3F: 3 clusters Score -615887.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -616336.312500 Penalty: 2854.653564
	Iteration 4F: 3 clusters Score -616336.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -616824.312500 Penalty: 2854.653564
	Iteration 5F: 3 clusters Score -616824.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -617338.187500 Penalty: 2854.653564
	Iteration 6F: 3 clusters Score -617338.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -617863.687500 Penalty: 2854.653564
	Iteration 7F: 3 clusters Score -617863.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -618264.437500 Penalty: 2854.653564
	Iteration 8F: 3 clusters Score -618264.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -618445.812500 Penalty: 2854.653564
	Iteration 9Q: 3 clusters Score -618445.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -618516.437500 Penalty: 2854.653564
	Iteration 10Q: 3 clusters Score -618516.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -618549.187500 Penalty: 2854.653564
	Iteration 11Q: 3 clusters Score -618549.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -618560.437500 Penalty: 2854.653564
	Iteration 12Q: 3 clusters Score -618560.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -618566.000000 Penalty: 2854.653564
	Iteration 13Q: 3 clusters Score -618566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -618569.500000 Penalty: 2854.653564
	Iteration 14Q: 3 clusters Score -618569.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -618572.125000 Penalty: 2854.653564
	Iteration 15Q: 3 clusters Score -618572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -618571.750000 Penalty: 2854.653564
	Iteration 16Q: 3 clusters Score -618571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -618573.000000 Penalty: 2854.653564
	Iteration 17Q: 3 clusters Score -618573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -618572.750000 Penalty: 2854.653564
	Iteration 18Q: 3 clusters Score -618572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -618572.187500 Penalty: 2854.653564
	Iteration 19Q: 3 clusters Score -618572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -618572.187500 Penalty: 2854.653564
	Iteration 20F: 3 clusters Score -618572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -414859.656250 Penalty: 1372.635132
	Iteration 0F: 2 clusters Score -414859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -411134.812500 Penalty: 2745.270264
	Iteration 0F: 3 clusters Score -411134.8 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -412251.468750 Penalty: 2745.270264
	Iteration 1F: 3 clusters Score -412251.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -412487.718750 Penalty: 2745.270264
	Iteration 2F: 3 clusters Score -412487.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -412658.218750 Penalty: 2745.270264
	Iteration 3F: 3 clusters Score -412658.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -412798.718750 Penalty: 2745.270264
	Iteration 4Q: 3 clusters Score -412798.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -412911.750000 Penalty: 2745.270264
	Iteration 5Q: 3 clusters Score -412911.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -413009.437500 Penalty: 2745.270264
	Iteration 6Q: 3 clusters Score -413009.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -413114.656250 Penalty: 2745.270264
	Iteration 7Q: 3 clusters Score -413114.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -413226.468750 Penalty: 2745.270264
	Iteration 8Q: 3 clusters Score -413226.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -413315.718750 Penalty: 2745.270264
	Iteration 9Q: 3 clusters Score -413315.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -413381.187500 Penalty: 2745.270264
	Iteration 10Q: 3 clusters Score -413381.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -413446.625000 Penalty: 2745.270264
	Iteration 11Q: 3 clusters Score -413446.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -413493.593750 Penalty: 2745.270264
	Iteration 12Q: 3 clusters Score -413493.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -413531.500000 Penalty: 2745.270264
	Iteration 13Q: 3 clusters Score -413531.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -413562.656250 Penalty: 2745.270264
	Iteration 14Q: 3 clusters Score -413562.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -413596.562500 Penalty: 2745.270264
	Iteration 15Q: 3 clusters Score -413596.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -413635.187500 Penalty: 2745.270264
	Iteration 16Q: 3 clusters Score -413635.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -413676.906250 Penalty: 2745.270264
	Iteration 17Q: 3 clusters Score -413676.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -413717.718750 Penalty: 2745.270264
	Iteration 18Q: 3 clusters Score -413717.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -413751.375000 Penalty: 2745.270264
	Iteration 19Q: 3 clusters Score -413751.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -413779.062500 Penalty: 2745.270264
	Iteration 20F: 3 clusters Score -413779.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -413801.718750 Penalty: 2745.270264
	Iteration 21Q: 3 clusters Score -413801.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -413815.656250 Penalty: 2745.270264
	Iteration 22Q: 3 clusters Score -413815.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -413827.687500 Penalty: 2745.270264
	Iteration 23Q: 3 clusters Score -413827.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -413835.437500 Penalty: 2745.270264
	Iteration 24Q: 3 clusters Score -413835.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -413837.812500 Penalty: 2745.270264
	Iteration 25Q: 3 clusters Score -413837.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -413841.437500 Penalty: 2745.270264
	Iteration 26Q: 3 clusters Score -413841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -413843.218750 Penalty: 2745.270264
	Iteration 27Q: 3 clusters Score -413843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -413844.875000 Penalty: 2745.270264
	Iteration 28Q: 3 clusters Score -413844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -413846.687500 Penalty: 2745.270264
	Iteration 29Q: 3 clusters Score -413846.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -413849.125000 Penalty: 2745.270264
	Iteration 30Q: 3 clusters Score -413849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -413850.781250 Penalty: 2745.270264
	Iteration 31Q: 3 clusters Score -413850.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -413853.031250 Penalty: 2745.270264
	Iteration 32Q: 3 clusters Score -413853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -413854.937500 Penalty: 2745.270264
	Iteration 33Q: 3 clusters Score -413854.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -413857.750000 Penalty: 2745.270264
	Iteration 34Q: 3 clusters Score -413857.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -413860.312500 Penalty: 2745.270264
	Iteration 35Q: 3 clusters Score -413860.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -413863.343750 Penalty: 2745.270264
	Iteration 36Q: 3 clusters Score -413863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -413864.062500 Penalty: 2745.270264
	Iteration 37Q: 3 clusters Score -413864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -413864.906250 Penalty: 2745.270264
	Iteration 38Q: 3 clusters Score -413864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -413864.656250 Penalty: 2745.270264
	Iteration 39Q: 3 clusters Score -413864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -413865.875000 Penalty: 2745.270264
	Iteration 40F: 3 clusters Score -413865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -413866.312500 Penalty: 2745.270264
	Iteration 41Q: 3 clusters Score -413866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -413867.468750 Penalty: 2745.270264
	Iteration 42Q: 3 clusters Score -413867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -413868.281250 Penalty: 2745.270264
	Iteration 43Q: 3 clusters Score -413868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -413868.531250 Penalty: 2745.270264
	Iteration 44Q: 3 clusters Score -413868.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -413869.781250 Penalty: 2745.270264
	Iteration 45Q: 3 clusters Score -413869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -413870.843750 Penalty: 2745.270264
	Iteration 46Q: 3 clusters Score -413870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -413871.718750 Penalty: 2745.270264
	Iteration 47Q: 3 clusters Score -413871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -413873.968750 Penalty: 2745.270264
	Iteration 48Q: 3 clusters Score -413874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -413874.875000 Penalty: 2745.270264
	Iteration 49Q: 3 clusters Score -413874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -413874.843750 Penalty: 2745.270264
	Iteration 50Q: 3 clusters Score -413874.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -413874.625000 Penalty: 2745.270264
	Iteration 51Q: 3 clusters Score -413874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -413874.625000 Penalty: 2745.270264
	Iteration 52F: 3 clusters Score -413874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (105688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Entering Unmasked Estep 
Score: -10480028.000000 Penalty: 1879.840088
	Iteration 0F: 2 clusters Score -1.048003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -10409958.000000 Penalty: 3759.680176
	Iteration 0F: 3 clusters Score -1.040996e+07 nChanged 50705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -10439970.000000 Penalty: 3759.680176
	Iteration 1F: 3 clusters Score -1.043997e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -10441617.000000 Penalty: 3759.680176
	Iteration 2Q: 3 clusters Score -1.044162e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -10444369.000000 Penalty: 3759.680176
	Iteration 3F: 3 clusters Score -1.044437e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -10448695.000000 Penalty: 3759.680176
	Iteration 4F: 3 clusters Score -1.04487e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -10455008.000000 Penalty: 3759.680176
	Iteration 5F: 3 clusters Score -1.045501e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -10462532.000000 Penalty: 3759.680176
	Iteration 6F: 3 clusters Score -1.046253e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -10469515.000000 Penalty: 3759.680176
	Iteration 7F: 3 clusters Score -1.046952e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -10474264.000000 Penalty: 3759.680176
	Iteration 8Q: 3 clusters Score -1.047426e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -10476740.000000 Penalty: 3759.680176
	Iteration 9Q: 3 clusters Score -1.047674e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -10477845.000000 Penalty: 3759.680176
	Iteration 10Q: 3 clusters Score -1.047784e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -10478295.000000 Penalty: 3759.680176
	Iteration 11Q: 3 clusters Score -1.04783e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -10478552.000000 Penalty: 3759.680176
	Iteration 12Q: 3 clusters Score -1.047855e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -10478671.000000 Penalty: 3759.680176
	Iteration 13Q: 3 clusters Score -1.047867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -10478735.000000 Penalty: 3759.680176
	Iteration 14Q: 3 clusters Score -1.047874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -10478780.000000 Penalty: 3759.680176
	Iteration 15Q: 3 clusters Score -1.047878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -10478796.000000 Penalty: 3759.680176
	Iteration 16Q: 3 clusters Score -1.04788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -10478805.000000 Penalty: 3759.680176
	Iteration 17Q: 3 clusters Score -1.04788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -10478808.000000 Penalty: 3759.680176
	Iteration 18Q: 3 clusters Score -1.047881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 105487 members 
Entering Unmasked Estep 
Score: -10478815.000000 Penalty: 3759.680176
	Iteration 19Q: 3 clusters Score -1.047882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -10478819.000000 Penalty: 3759.680176
	Iteration 20F: 3 clusters Score -1.047882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -10478831.000000 Penalty: 3759.680176
	Iteration 21Q: 3 clusters Score -1.047883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 105484 members 
Entering Unmasked Estep 
Score: -10478831.000000 Penalty: 3759.680176
	Iteration 22F: 3 clusters Score -1.047883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Entering Unmasked Estep 
Score: -1325416.625000 Penalty: 1545.290771
	Iteration 0F: 2 clusters Score -1325417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1316040.500000 Penalty: 3090.581543
	Iteration 0F: 3 clusters Score -1316040 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1319151.625000 Penalty: 3090.581543
	Iteration 1F: 3 clusters Score -1319152 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1319377.750000 Penalty: 3090.581543
	Iteration 2F: 3 clusters Score -1319378 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1319563.125000 Penalty: 3090.581543
	Iteration 3Q: 3 clusters Score -1319563 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1319741.125000 Penalty: 3090.581543
	Iteration 4Q: 3 clusters Score -1319741 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1319907.000000 Penalty: 3090.581543
	Iteration 5Q: 3 clusters Score -1319907 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1320102.500000 Penalty: 3090.581543
	Iteration 6Q: 3 clusters Score -1320102 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1320347.750000 Penalty: 3090.581543
	Iteration 7Q: 3 clusters Score -1320348 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1320705.000000 Penalty: 3090.581543
	Iteration 8Q: 3 clusters Score -1320705 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1321158.625000 Penalty: 3090.581543
	Iteration 9F: 3 clusters Score -1321159 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1321751.000000 Penalty: 3090.581543
	Iteration 10F: 3 clusters Score -1321751 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1322383.875000 Penalty: 3090.581543
	Iteration 11F: 3 clusters Score -1322384 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1322959.375000 Penalty: 3090.581543
	Iteration 12Q: 3 clusters Score -1322959 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1323373.125000 Penalty: 3090.581543
	Iteration 13Q: 3 clusters Score -1323373 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1323660.250000 Penalty: 3090.581543
	Iteration 14Q: 3 clusters Score -1323660 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1323847.875000 Penalty: 3090.581543
	Iteration 15Q: 3 clusters Score -1323848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1323950.250000 Penalty: 3090.581543
	Iteration 16Q: 3 clusters Score -1323950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1324017.625000 Penalty: 3090.581543
	Iteration 17Q: 3 clusters Score -1324018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1324061.875000 Penalty: 3090.581543
	Iteration 18Q: 3 clusters Score -1324062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1324101.750000 Penalty: 3090.581543
	Iteration 19Q: 3 clusters Score -1324102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1324129.500000 Penalty: 3090.581543
	Iteration 20F: 3 clusters Score -1324130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1324149.250000 Penalty: 3090.581543
	Iteration 21Q: 3 clusters Score -1324149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1324157.250000 Penalty: 3090.581543
	Iteration 22Q: 3 clusters Score -1324157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1324167.250000 Penalty: 3090.581543
	Iteration 23Q: 3 clusters Score -1324167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1324171.750000 Penalty: 3090.581543
	Iteration 24Q: 3 clusters Score -1324172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1324172.500000 Penalty: 3090.581543
	Iteration 25Q: 3 clusters Score -1324172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1324172.125000 Penalty: 3090.581543
	Iteration 26Q: 3 clusters Score -1324172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1324172.125000 Penalty: 3090.581543
	Iteration 27F: 3 clusters Score -1324172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -781390.812500 Penalty: 1473.676270
	Iteration 0F: 2 clusters Score -781390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -775083.437500 Penalty: 2947.352539
	Iteration 0F: 3 clusters Score -775083.4 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -777097.562500 Penalty: 2947.352539
	Iteration 1F: 3 clusters Score -777097.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -777334.437500 Penalty: 2947.352539
	Iteration 2F: 3 clusters Score -777334.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -777541.125000 Penalty: 2947.352539
	Iteration 3F: 3 clusters Score -777541.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -777743.750000 Penalty: 2947.352539
	Iteration 4Q: 3 clusters Score -777743.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -777959.750000 Penalty: 2947.352539
	Iteration 5Q: 3 clusters Score -777959.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -778152.125000 Penalty: 2947.352539
	Iteration 6Q: 3 clusters Score -778152.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -778338.500000 Penalty: 2947.352539
	Iteration 7Q: 3 clusters Score -778338.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -778536.437500 Penalty: 2947.352539
	Iteration 8Q: 3 clusters Score -778536.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -778751.812500 Penalty: 2947.352539
	Iteration 9Q: 3 clusters Score -778751.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -778984.687500 Penalty: 2947.352539
	Iteration 10Q: 3 clusters Score -778984.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -779195.812500 Penalty: 2947.352539
	Iteration 11Q: 3 clusters Score -779195.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -779365.125000 Penalty: 2947.352539
	Iteration 12Q: 3 clusters Score -779365.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -779499.250000 Penalty: 2947.352539
	Iteration 13Q: 3 clusters Score -779499.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -779602.625000 Penalty: 2947.352539
	Iteration 14Q: 3 clusters Score -779602.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -779701.937500 Penalty: 2947.352539
	Iteration 15Q: 3 clusters Score -779701.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -779775.437500 Penalty: 2947.352539
	Iteration 16Q: 3 clusters Score -779775.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -779840.187500 Penalty: 2947.352539
	Iteration 17Q: 3 clusters Score -779840.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -779895.937500 Penalty: 2947.352539
	Iteration 18Q: 3 clusters Score -779895.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -779944.812500 Penalty: 2947.352539
	Iteration 19Q: 3 clusters Score -779944.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -779978.312500 Penalty: 2947.352539
	Iteration 20F: 3 clusters Score -779978.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -780007.625000 Penalty: 2947.352539
	Iteration 21Q: 3 clusters Score -780007.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -780032.687500 Penalty: 2947.352539
	Iteration 22Q: 3 clusters Score -780032.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -780054.437500 Penalty: 2947.352539
	Iteration 23Q: 3 clusters Score -780054.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -780078.500000 Penalty: 2947.352539
	Iteration 24Q: 3 clusters Score -780078.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -780093.437500 Penalty: 2947.352539
	Iteration 25Q: 3 clusters Score -780093.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -780112.750000 Penalty: 2947.352539
	Iteration 26Q: 3 clusters Score -780112.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -780136.500000 Penalty: 2947.352539
	Iteration 27Q: 3 clusters Score -780136.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -780148.250000 Penalty: 2947.352539
	Iteration 28Q: 3 clusters Score -780148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -780156.875000 Penalty: 2947.352539
	Iteration 29Q: 3 clusters Score -780156.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -780159.625000 Penalty: 2947.352539
	Iteration 30Q: 3 clusters Score -780159.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -780160.812500 Penalty: 2947.352539
	Iteration 31Q: 3 clusters Score -780160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -780161.375000 Penalty: 2947.352539
	Iteration 32Q: 3 clusters Score -780161.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -780160.625000 Penalty: 2947.352539
	Iteration 33Q: 3 clusters Score -780160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -780162.625000 Penalty: 2947.352539
	Iteration 34Q: 3 clusters Score -780162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -780165.062500 Penalty: 2947.352539
	Iteration 35Q: 3 clusters Score -780165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -780165.125000 Penalty: 2947.352539
	Iteration 36Q: 3 clusters Score -780165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -780165.125000 Penalty: 2947.352539
	Iteration 37F: 3 clusters Score -780165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Entering Unmasked Estep 
Score: -2597546.750000 Penalty: 1651.901001
	Iteration 0F: 2 clusters Score -2597547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2580035.500000 Penalty: 3303.802002
	Iteration 0F: 3 clusters Score -2580036 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2586497.500000 Penalty: 3303.802002
	Iteration 1F: 3 clusters Score -2586498 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2586826.500000 Penalty: 3303.802002
	Iteration 2Q: 3 clusters Score -2586826 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2587185.000000 Penalty: 3303.802002
	Iteration 3Q: 3 clusters Score -2587185 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2587606.250000 Penalty: 3303.802002
	Iteration 4Q: 3 clusters Score -2587606 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2588059.750000 Penalty: 3303.802002
	Iteration 5Q: 3 clusters Score -2588060 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2588645.000000 Penalty: 3303.802002
	Iteration 6Q: 3 clusters Score -2588645 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2589406.000000 Penalty: 3303.802002
	Iteration 7Q: 3 clusters Score -2589406 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2590235.750000 Penalty: 3303.802002
	Iteration 8F: 3 clusters Score -2590236 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2591113.250000 Penalty: 3303.802002
	Iteration 9F: 3 clusters Score -2591113 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2591868.750000 Penalty: 3303.802002
	Iteration 10Q: 3 clusters Score -2591869 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2592288.000000 Penalty: 3303.802002
	Iteration 11Q: 3 clusters Score -2592288 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2592508.250000 Penalty: 3303.802002
	Iteration 12Q: 3 clusters Score -2592508 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2592632.250000 Penalty: 3303.802002
	Iteration 13Q: 3 clusters Score -2592632 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2592720.000000 Penalty: 3303.802002
	Iteration 14Q: 3 clusters Score -2592720 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2592784.500000 Penalty: 3303.802002
	Iteration 15Q: 3 clusters Score -2592784 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2592820.250000 Penalty: 3303.802002
	Iteration 16Q: 3 clusters Score -2592820 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2592854.750000 Penalty: 3303.802002
	Iteration 17Q: 3 clusters Score -2592855 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2592887.000000 Penalty: 3303.802002
	Iteration 18Q: 3 clusters Score -2592887 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2592907.250000 Penalty: 3303.802002
	Iteration 19Q: 3 clusters Score -2592907 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2592932.250000 Penalty: 3303.802002
	Iteration 20F: 3 clusters Score -2592932 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2592960.250000 Penalty: 3303.802002
	Iteration 21Q: 3 clusters Score -2592960 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2592992.250000 Penalty: 3303.802002
	Iteration 22Q: 3 clusters Score -2592992 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2593026.750000 Penalty: 3303.802002
	Iteration 23Q: 3 clusters Score -2593027 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2593068.750000 Penalty: 3303.802002
	Iteration 24Q: 3 clusters Score -2593069 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2593117.000000 Penalty: 3303.802002
	Iteration 25Q: 3 clusters Score -2593117 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2593149.500000 Penalty: 3303.802002
	Iteration 26Q: 3 clusters Score -2593150 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2593196.750000 Penalty: 3303.802002
	Iteration 27Q: 3 clusters Score -2593197 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2593240.000000 Penalty: 3303.802002
	Iteration 28Q: 3 clusters Score -2593240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2593308.750000 Penalty: 3303.802002
	Iteration 29Q: 3 clusters Score -2593309 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2593369.500000 Penalty: 3303.802002
	Iteration 30Q: 3 clusters Score -2593370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2593432.000000 Penalty: 3303.802002
	Iteration 31Q: 3 clusters Score -2593432 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2593510.000000 Penalty: 3303.802002
	Iteration 32Q: 3 clusters Score -2593510 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2593588.750000 Penalty: 3303.802002
	Iteration 33Q: 3 clusters Score -2593589 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2593661.500000 Penalty: 3303.802002
	Iteration 34Q: 3 clusters Score -2593662 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2593737.250000 Penalty: 3303.802002
	Iteration 35Q: 3 clusters Score -2593737 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2593805.000000 Penalty: 3303.802002
	Iteration 36Q: 3 clusters Score -2593805 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2593896.250000 Penalty: 3303.802002
	Iteration 37Q: 3 clusters Score -2593896 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2593991.500000 Penalty: 3303.802002
	Iteration 38Q: 3 clusters Score -2593992 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2594072.750000 Penalty: 3303.802002
	Iteration 39Q: 3 clusters Score -2594073 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2594149.000000 Penalty: 3303.802002
	Iteration 40F: 3 clusters Score -2594149 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2594223.000000 Penalty: 3303.802002
	Iteration 41Q: 3 clusters Score -2594223 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2594317.500000 Penalty: 3303.802002
	Iteration 42Q: 3 clusters Score -2594318 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2594382.500000 Penalty: 3303.802002
	Iteration 43Q: 3 clusters Score -2594382 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2594457.000000 Penalty: 3303.802002
	Iteration 44Q: 3 clusters Score -2594457 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2594537.250000 Penalty: 3303.802002
	Iteration 45Q: 3 clusters Score -2594537 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2594613.000000 Penalty: 3303.802002
	Iteration 46Q: 3 clusters Score -2594613 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2594693.250000 Penalty: 3303.802002
	Iteration 47Q: 3 clusters Score -2594693 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2594760.000000 Penalty: 3303.802002
	Iteration 48Q: 3 clusters Score -2594760 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2594849.750000 Penalty: 3303.802002
	Iteration 49Q: 3 clusters Score -2594850 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2594925.500000 Penalty: 3303.802002
	Iteration 50Q: 3 clusters Score -2594926 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -2595004.250000 Penalty: 3303.802002
	Iteration 51Q: 3 clusters Score -2595004 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2595066.750000 Penalty: 3303.802002
	Iteration 52Q: 3 clusters Score -2595067 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2595142.500000 Penalty: 3303.802002
	Iteration 53Q: 3 clusters Score -2595142 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -2595212.250000 Penalty: 3303.802002
	Iteration 54Q: 3 clusters Score -2595212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2595285.250000 Penalty: 3303.802002
	Iteration 55Q: 3 clusters Score -2595285 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2595354.750000 Penalty: 3303.802002
	Iteration 56Q: 3 clusters Score -2595355 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2595452.500000 Penalty: 3303.802002
	Iteration 57Q: 3 clusters Score -2595452 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2595522.250000 Penalty: 3303.802002
	Iteration 58Q: 3 clusters Score -2595522 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2595599.500000 Penalty: 3303.802002
	Iteration 59Q: 3 clusters Score -2595600 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -2595670.500000 Penalty: 3303.802002
	Iteration 60F: 3 clusters Score -2595670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2595719.250000 Penalty: 3303.802002
	Iteration 61Q: 3 clusters Score -2595719 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2595783.750000 Penalty: 3303.802002
	Iteration 62Q: 3 clusters Score -2595784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -2595840.500000 Penalty: 3303.802002
	Iteration 63Q: 3 clusters Score -2595840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2595886.250000 Penalty: 3303.802002
	Iteration 64Q: 3 clusters Score -2595886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2595919.750000 Penalty: 3303.802002
	Iteration 65Q: 3 clusters Score -2595920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -2595956.250000 Penalty: 3303.802002
	Iteration 66Q: 3 clusters Score -2595956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2595976.250000 Penalty: 3303.802002
	Iteration 67Q: 3 clusters Score -2595976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2596002.500000 Penalty: 3303.802002
	Iteration 68Q: 3 clusters Score -2596002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -2596019.500000 Penalty: 3303.802002
	Iteration 69Q: 3 clusters Score -2596020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2596041.250000 Penalty: 3303.802002
	Iteration 70Q: 3 clusters Score -2596041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -2596048.000000 Penalty: 3303.802002
	Iteration 71Q: 3 clusters Score -2596048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -2596064.000000 Penalty: 3303.802002
	Iteration 72Q: 3 clusters Score -2596064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -2596065.000000 Penalty: 3303.802002
	Iteration 73Q: 3 clusters Score -2596065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2596064.000000 Penalty: 3303.802002
	Iteration 74Q: 3 clusters Score -2596064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2596074.000000 Penalty: 3303.802002
	Iteration 75Q: 3 clusters Score -2596074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2596076.250000 Penalty: 3303.802002
	Iteration 76Q: 3 clusters Score -2596076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -2596076.500000 Penalty: 3303.802002
	Iteration 77Q: 3 clusters Score -2596076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2596081.000000 Penalty: 3303.802002
	Iteration 78Q: 3 clusters Score -2596081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2596081.250000 Penalty: 3303.802002
	Iteration 79Q: 3 clusters Score -2596081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2596081.500000 Penalty: 3303.802002
	Iteration 80F: 3 clusters Score -2596082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -2596083.750000 Penalty: 3303.802002
	Iteration 81Q: 3 clusters Score -2596084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -2596082.250000 Penalty: 3303.802002
	Iteration 82Q: 3 clusters Score -2596082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2596083.500000 Penalty: 3303.802002
	Iteration 83Q: 3 clusters Score -2596084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2596081.250000 Penalty: 3303.802002
	Iteration 84Q: 3 clusters Score -2596081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2596081.250000 Penalty: 3303.802002
	Iteration 85F: 3 clusters Score -2596081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Entering Unmasked Estep 
Score: -1475796.375000 Penalty: 1564.763428
	Iteration 0F: 2 clusters Score -1475796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1465329.125000 Penalty: 3129.526855
	Iteration 0F: 3 clusters Score -1465329 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1469082.875000 Penalty: 3129.526855
	Iteration 1F: 3 clusters Score -1469083 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1469590.125000 Penalty: 3129.526855
	Iteration 2F: 3 clusters Score -1469590 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1470223.500000 Penalty: 3129.526855
	Iteration 3F: 3 clusters Score -1470224 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1470945.125000 Penalty: 3129.526855
	Iteration 4F: 3 clusters Score -1470945 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1471847.000000 Penalty: 3129.526855
	Iteration 5F: 3 clusters Score -1471847 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1472840.375000 Penalty: 3129.526855
	Iteration 6F: 3 clusters Score -1472840 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1473687.500000 Penalty: 3129.526855
	Iteration 7F: 3 clusters Score -1473688 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1474283.750000 Penalty: 3129.526855
	Iteration 8F: 3 clusters Score -1474284 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1474717.625000 Penalty: 3129.526855
	Iteration 9Q: 3 clusters Score -1474718 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1474974.500000 Penalty: 3129.526855
	Iteration 10Q: 3 clusters Score -1474974 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1475123.000000 Penalty: 3129.526855
	Iteration 11Q: 3 clusters Score -1475123 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1475217.500000 Penalty: 3129.526855
	Iteration 12Q: 3 clusters Score -1475218 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1475296.750000 Penalty: 3129.526855
	Iteration 13Q: 3 clusters Score -1475297 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1475359.125000 Penalty: 3129.526855
	Iteration 14Q: 3 clusters Score -1475359 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1475414.750000 Penalty: 3129.526855
	Iteration 15Q: 3 clusters Score -1475415 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1475442.625000 Penalty: 3129.526855
	Iteration 16Q: 3 clusters Score -1475443 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1475463.500000 Penalty: 3129.526855
	Iteration 17Q: 3 clusters Score -1475464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1475486.750000 Penalty: 3129.526855
	Iteration 18Q: 3 clusters Score -1475487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1475507.500000 Penalty: 3129.526855
	Iteration 19Q: 3 clusters Score -1475508 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1475524.000000 Penalty: 3129.526855
	Iteration 20F: 3 clusters Score -1475524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1475534.500000 Penalty: 3129.526855
	Iteration 21Q: 3 clusters Score -1475534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1475556.500000 Penalty: 3129.526855
	Iteration 22Q: 3 clusters Score -1475556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1475567.250000 Penalty: 3129.526855
	Iteration 23Q: 3 clusters Score -1475567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1475580.375000 Penalty: 3129.526855
	Iteration 24Q: 3 clusters Score -1475580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1475587.125000 Penalty: 3129.526855
	Iteration 25Q: 3 clusters Score -1475587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1475590.250000 Penalty: 3129.526855
	Iteration 26Q: 3 clusters Score -1475590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1475595.500000 Penalty: 3129.526855
	Iteration 27Q: 3 clusters Score -1475596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1475601.125000 Penalty: 3129.526855
	Iteration 28Q: 3 clusters Score -1475601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1475601.875000 Penalty: 3129.526855
	Iteration 29Q: 3 clusters Score -1475602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1475605.000000 Penalty: 3129.526855
	Iteration 30Q: 3 clusters Score -1475605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1475607.125000 Penalty: 3129.526855
	Iteration 31Q: 3 clusters Score -1475607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1475606.000000 Penalty: 3129.526855
	Iteration 32Q: 3 clusters Score -1475606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1475606.125000 Penalty: 3129.526855
	Iteration 33Q: 3 clusters Score -1475606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1475605.000000 Penalty: 3129.526855
	Iteration 34Q: 3 clusters Score -1475605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1475604.625000 Penalty: 3129.526855
	Iteration 35Q: 3 clusters Score -1475605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1475604.750000 Penalty: 3129.526855
	Iteration 36Q: 3 clusters Score -1475605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1475606.625000 Penalty: 3129.526855
	Iteration 37Q: 3 clusters Score -1475607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1475607.250000 Penalty: 3129.526855
	Iteration 38Q: 3 clusters Score -1475607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1475611.875000 Penalty: 3129.526855
	Iteration 39Q: 3 clusters Score -1475612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1475609.375000 Penalty: 3129.526855
	Iteration 40F: 3 clusters Score -1475609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1475610.875000 Penalty: 3129.526855
	Iteration 41Q: 3 clusters Score -1475611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1475609.125000 Penalty: 3129.526855
	Iteration 42Q: 3 clusters Score -1475609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1475606.250000 Penalty: 3129.526855
	Iteration 43Q: 3 clusters Score -1475606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1475606.875000 Penalty: 3129.526855
	Iteration 44Q: 3 clusters Score -1475607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1475608.000000 Penalty: 3129.526855
	Iteration 45Q: 3 clusters Score -1475608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1475607.875000 Penalty: 3129.526855
	Iteration 46Q: 3 clusters Score -1475608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1475608.125000 Penalty: 3129.526855
	Iteration 47Q: 3 clusters Score -1475608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1475609.375000 Penalty: 3129.526855
	Iteration 48Q: 3 clusters Score -1475609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1475611.875000 Penalty: 3129.526855
	Iteration 49Q: 3 clusters Score -1475612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1475610.000000 Penalty: 3129.526855
	Iteration 50Q: 3 clusters Score -1475610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1475612.875000 Penalty: 3129.526855
	Iteration 51Q: 3 clusters Score -1475613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1475613.000000 Penalty: 3129.526855
	Iteration 52Q: 3 clusters Score -1475613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1475609.000000 Penalty: 3129.526855
	Iteration 53Q: 3 clusters Score -1475609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1475606.750000 Penalty: 3129.526855
	Iteration 54Q: 3 clusters Score -1475607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1475606.750000 Penalty: 3129.526855
	Iteration 55F: 3 clusters Score -1475607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 124795 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 18462 members 
Mstep: Class 5 contains 27703 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 29154 members 
Mstep: Class 8 contains 20396 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 1711 members 
Mstep: Class 11 contains 14060 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 17995 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 1028 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 4661 members 
Mstep: Class 21 contains 105688 members 
Mstep: Class 22 contains 13487 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 25992 members 
Mstep: Class 25 contains 15204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408344.000000 Penalty: 57955.015625
Iteration 79Q: 28 clusters Score -5.240834e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 125061 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 18123 members 
Mstep: Class 5 contains 27640 members 
Mstep: Class 6 contains 6179 members 
Mstep: Class 7 contains 29023 members 
Mstep: Class 8 contains 20452 members 
Mstep: Class 9 contains 5238 members 
Mstep: Class 10 contains 1780 members 
Mstep: Class 11 contains 14093 members 
Mstep: Class 12 contains 11635 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 18172 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 1026 members 
Mstep: Class 19 contains 6527 members 
Mstep: Class 20 contains 4659 members 
Mstep: Class 21 contains 106052 members 
Mstep: Class 22 contains 13514 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 26152 members 
Mstep: Class 25 contains 15208 members 
Mstep: Class 26 contains 13057 members 
Mstep: Class 27 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52409672.000000 Penalty: 57955.015625
Iteration 80F: 28 clusters Score -5.240967e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 125136 members 
Mstep: Class 3 contains 2541 members 
Mstep: Class 4 contains 17841 members 
Mstep: Class 5 contains 27560 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 28879 members 
Mstep: Class 8 contains 20450 members 
Mstep: Class 9 contains 5241 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 11 contains 14109 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 4572 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 18215 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 1029 members 
Mstep: Class 19 contains 6526 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 106150 members 
Mstep: Class 22 contains 13550 members 
Mstep: Class 23 contains 8823 members 
Mstep: Class 24 contains 26217 members 
Mstep: Class 25 contains 15199 members 
Mstep: Class 26 contains 13109 members 
Mstep: Class 27 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410244.000000 Penalty: 57955.015625
Iteration 81Q: 28 clusters Score -5.241024e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 125193 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 17594 members 
Mstep: Class 5 contains 27464 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 28731 members 
Mstep: Class 8 contains 20514 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 10 contains 1646 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 11658 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 8693 members 
Mstep: Class 16 contains 18251 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 106217 members 
Mstep: Class 22 contains 13582 members 
Mstep: Class 23 contains 8853 members 
Mstep: Class 24 contains 26292 members 
Mstep: Class 25 contains 15197 members 
Mstep: Class 26 contains 13091 members 
Mstep: Class 27 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410660.000000 Penalty: 57955.015625
Iteration 82Q: 28 clusters Score -5.241066e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 125235 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 17391 members 
Mstep: Class 5 contains 27368 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 28580 members 
Mstep: Class 8 contains 20609 members 
Mstep: Class 9 contains 5247 members 
Mstep: Class 10 contains 1644 members 
Mstep: Class 11 contains 14146 members 
Mstep: Class 12 contains 11669 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 8708 members 
Mstep: Class 16 contains 18267 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 1020 members 
Mstep: Class 19 contains 6531 members 
Mstep: Class 20 contains 4601 members 
Mstep: Class 21 contains 106272 members 
Mstep: Class 22 contains 13611 members 
Mstep: Class 23 contains 8879 members 
Mstep: Class 24 contains 26343 members 
Mstep: Class 25 contains 15197 members 
Mstep: Class 26 contains 13060 members 
Mstep: Class 27 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410828.000000 Penalty: 57955.015625
Iteration 83Q: 28 clusters Score -5.241083e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 125242 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 17226 members 
Mstep: Class 5 contains 27277 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 28437 members 
Mstep: Class 8 contains 20727 members 
Mstep: Class 9 contains 5244 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 14171 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 8736 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 1009 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 4571 members 
Mstep: Class 21 contains 106316 members 
Mstep: Class 22 contains 13647 members 
Mstep: Class 23 contains 8906 members 
Mstep: Class 24 contains 26395 members 
Mstep: Class 25 contains 15186 members 
Mstep: Class 26 contains 13028 members 
Mstep: Class 27 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410844.000000 Penalty: 57955.015625
Iteration 84Q: 28 clusters Score -5.241084e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 125245 members 
Mstep: Class 3 contains 2286 members 
Mstep: Class 4 contains 17075 members 
Mstep: Class 5 contains 27208 members 
Mstep: Class 6 contains 6164 members 
Mstep: Class 7 contains 28292 members 
Mstep: Class 8 contains 20855 members 
Mstep: Class 9 contains 5235 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 14197 members 
Mstep: Class 12 contains 11687 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 8753 members 
Mstep: Class 16 contains 18278 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 4532 members 
Mstep: Class 21 contains 106340 members 
Mstep: Class 22 contains 13678 members 
Mstep: Class 23 contains 8951 members 
Mstep: Class 24 contains 26444 members 
Mstep: Class 25 contains 15175 members 
Mstep: Class 26 contains 13032 members 
Mstep: Class 27 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411092.000000 Penalty: 57955.015625
Iteration 85Q: 28 clusters Score -5.241109e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 125235 members 
Mstep: Class 3 contains 2229 members 
Mstep: Class 4 contains 16953 members 
Mstep: Class 5 contains 27155 members 
Mstep: Class 6 contains 6166 members 
Mstep: Class 7 contains 28158 members 
Mstep: Class 8 contains 20992 members 
Mstep: Class 9 contains 5233 members 
Mstep: Class 10 contains 1641 members 
Mstep: Class 11 contains 14214 members 
Mstep: Class 12 contains 11691 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 8761 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 6553 members 
Mstep: Class 20 contains 4499 members 
Mstep: Class 21 contains 106354 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 8980 members 
Mstep: Class 24 contains 26480 members 
Mstep: Class 25 contains 15166 members 
Mstep: Class 26 contains 13036 members 
Mstep: Class 27 contains 136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411228.000000 Penalty: 57955.015625
Iteration 86Q: 28 clusters Score -5.241123e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 125234 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 16857 members 
Mstep: Class 5 contains 27106 members 
Mstep: Class 6 contains 6165 members 
Mstep: Class 7 contains 28037 members 
Mstep: Class 8 contains 21112 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 1645 members 
Mstep: Class 11 contains 14226 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 3949 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 6558 members 
Mstep: Class 20 contains 4466 members 
Mstep: Class 21 contains 106366 members 
Mstep: Class 22 contains 13737 members 
Mstep: Class 23 contains 9006 members 
Mstep: Class 24 contains 26512 members 
Mstep: Class 25 contains 15158 members 
Mstep: Class 26 contains 13026 members 
Mstep: Class 27 contains 129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411676.000000 Penalty: 57955.015625
Iteration 87Q: 28 clusters Score -5.241168e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 125236 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 16761 members 
Mstep: Class 5 contains 27056 members 
Mstep: Class 6 contains 6162 members 
Mstep: Class 7 contains 27941 members 
Mstep: Class 8 contains 21205 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14238 members 
Mstep: Class 12 contains 11694 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 4877 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 1007 members 
Mstep: Class 19 contains 6565 members 
Mstep: Class 20 contains 4449 members 
Mstep: Class 21 contains 106369 members 
Mstep: Class 22 contains 13758 members 
Mstep: Class 23 contains 9031 members 
Mstep: Class 24 contains 26547 members 
Mstep: Class 25 contains 15155 members 
Mstep: Class 26 contains 13022 members 
Mstep: Class 27 contains 122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411880.000000 Penalty: 57955.015625
Iteration 88Q: 28 clusters Score -5.241188e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 125268 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 16676 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 6163 members 
Mstep: Class 7 contains 27845 members 
Mstep: Class 8 contains 21263 members 
Mstep: Class 9 contains 5226 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 14258 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 3953 members 
Mstep: Class 18 contains 1005 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 4435 members 
Mstep: Class 21 contains 106366 members 
Mstep: Class 22 contains 13775 members 
Mstep: Class 23 contains 9044 members 
Mstep: Class 24 contains 26589 members 
Mstep: Class 25 contains 15142 members 
Mstep: Class 26 contains 13028 members 
Mstep: Class 27 contains 120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412124.000000 Penalty: 57955.015625
Iteration 89Q: 28 clusters Score -5.241212e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 125277 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 16597 members 
Mstep: Class 5 contains 26959 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 27750 members 
Mstep: Class 8 contains 21324 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14265 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 4926 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 3955 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 6571 members 
Mstep: Class 20 contains 4434 members 
Mstep: Class 21 contains 106363 members 
Mstep: Class 22 contains 13783 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 26636 members 
Mstep: Class 25 contains 15128 members 
Mstep: Class 26 contains 13027 members 
Mstep: Class 27 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412128.000000 Penalty: 57955.015625
Iteration 90Q: 28 clusters Score -5.241213e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 125293 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 16518 members 
Mstep: Class 5 contains 26895 members 
Mstep: Class 6 contains 6159 members 
Mstep: Class 7 contains 27657 members 
Mstep: Class 8 contains 21371 members 
Mstep: Class 9 contains 5223 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 14273 members 
Mstep: Class 12 contains 11699 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 4974 members 
Mstep: Class 15 contains 8781 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 3959 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 19 contains 6573 members 
Mstep: Class 20 contains 4437 members 
Mstep: Class 21 contains 106358 members 
Mstep: Class 22 contains 13790 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 26676 members 
Mstep: Class 25 contains 15115 members 
Mstep: Class 26 contains 13026 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412096.000000 Penalty: 57955.015625
Iteration 91Q: 28 clusters Score -5.24121e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 125298 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 16461 members 
Mstep: Class 5 contains 26849 members 
Mstep: Class 6 contains 6158 members 
Mstep: Class 7 contains 27568 members 
Mstep: Class 8 contains 21413 members 
Mstep: Class 9 contains 5216 members 
Mstep: Class 10 contains 1656 members 
Mstep: Class 11 contains 14280 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3961 members 
Mstep: Class 18 contains 995 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 4436 members 
Mstep: Class 21 contains 106362 members 
Mstep: Class 22 contains 13806 members 
Mstep: Class 23 contains 9033 members 
Mstep: Class 24 contains 26708 members 
Mstep: Class 25 contains 15109 members 
Mstep: Class 26 contains 13025 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412212.000000 Penalty: 57955.015625
Iteration 92Q: 28 clusters Score -5.241221e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 16392 members 
Mstep: Class 5 contains 26801 members 
Mstep: Class 6 contains 6154 members 
Mstep: Class 7 contains 27495 members 
Mstep: Class 8 contains 21459 members 
Mstep: Class 9 contains 5214 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 992 members 
Mstep: Class 19 contains 6572 members 
Mstep: Class 20 contains 4449 members 
Mstep: Class 21 contains 106372 members 
Mstep: Class 22 contains 13813 members 
Mstep: Class 23 contains 9035 members 
Mstep: Class 24 contains 26735 members 
Mstep: Class 25 contains 15102 members 
Mstep: Class 26 contains 13027 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412204.000000 Penalty: 57955.015625
Iteration 93Q: 28 clusters Score -5.24122e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 125310 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16339 members 
Mstep: Class 5 contains 26749 members 
Mstep: Class 6 contains 6155 members 
Mstep: Class 7 contains 27404 members 
Mstep: Class 8 contains 21489 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14287 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 986 members 
Mstep: Class 19 contains 6574 members 
Mstep: Class 20 contains 4460 members 
Mstep: Class 21 contains 106383 members 
Mstep: Class 22 contains 13819 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 26776 members 
Mstep: Class 25 contains 15093 members 
Mstep: Class 26 contains 13028 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412188.000000 Penalty: 57955.015625
Iteration 94Q: 28 clusters Score -5.241219e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 125304 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 16298 members 
Mstep: Class 5 contains 26692 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 21522 members 
Mstep: Class 9 contains 5209 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14288 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 5089 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 18281 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 984 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 4471 members 
Mstep: Class 21 contains 106400 members 
Mstep: Class 22 contains 13828 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 26820 members 
Mstep: Class 25 contains 15083 members 
Mstep: Class 26 contains 13031 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412192.000000 Penalty: 57955.015625
Iteration 95Q: 28 clusters Score -5.241219e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 125306 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 16259 members 
Mstep: Class 5 contains 26632 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 27190 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 5205 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14288 members 
Mstep: Class 12 contains 11707 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 8778 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 6575 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 106403 members 
Mstep: Class 22 contains 13840 members 
Mstep: Class 23 contains 9046 members 
Mstep: Class 24 contains 26876 members 
Mstep: Class 25 contains 15076 members 
Mstep: Class 26 contains 13037 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412208.000000 Penalty: 57955.015625
Iteration 96Q: 28 clusters Score -5.241221e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 125313 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16224 members 
Mstep: Class 5 contains 26581 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 27055 members 
Mstep: Class 8 contains 21584 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14296 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5163 members 
Mstep: Class 15 contains 8778 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 106405 members 
Mstep: Class 22 contains 13858 members 
Mstep: Class 23 contains 9047 members 
Mstep: Class 24 contains 26955 members 
Mstep: Class 25 contains 15070 members 
Mstep: Class 26 contains 13039 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412228.000000 Penalty: 57955.015625
Iteration 97Q: 28 clusters Score -5.241223e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 125316 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 16186 members 
Mstep: Class 5 contains 26535 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 26940 members 
Mstep: Class 8 contains 21612 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14311 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 6576 members 
Mstep: Class 20 contains 4488 members 
Mstep: Class 21 contains 106403 members 
Mstep: Class 22 contains 13870 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 27020 members 
Mstep: Class 25 contains 15061 members 
Mstep: Class 26 contains 13038 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412368.000000 Penalty: 57955.015625
Iteration 98Q: 28 clusters Score -5.241237e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 125310 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 16167 members 
Mstep: Class 5 contains 26494 members 
Mstep: Class 6 contains 6152 members 
Mstep: Class 7 contains 26838 members 
Mstep: Class 8 contains 21629 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14322 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 5227 members 
Mstep: Class 15 contains 8780 members 
Mstep: Class 16 contains 18275 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 19 contains 6576 members 
Mstep: Class 20 contains 4496 members 
Mstep: Class 21 contains 106393 members 
Mstep: Class 22 contains 13891 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 27073 members 
Mstep: Class 25 contains 15058 members 
Mstep: Class 26 contains 13037 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412332.000000 Penalty: 57955.015625
Iteration 99Q: 28 clusters Score -5.241233e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 125301 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 16148 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 26721 members 
Mstep: Class 8 contains 21644 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 14335 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 8781 members 
Mstep: Class 16 contains 18280 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 106391 members 
Mstep: Class 22 contains 13908 members 
Mstep: Class 23 contains 9059 members 
Mstep: Class 24 contains 27139 members 
Mstep: Class 25 contains 15047 members 
Mstep: Class 26 contains 13038 members 
Mstep: Class 27 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412328.000000 Penalty: 57955.015625
Iteration 100F: 28 clusters Score -5.241233e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 125300 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16128 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 26603 members 
Mstep: Class 8 contains 21663 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14342 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 5284 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 957 members 
Mstep: Class 19 contains 6581 members 
Mstep: Class 20 contains 4512 members 
Mstep: Class 21 contains 106387 members 
Mstep: Class 22 contains 13923 members 
Mstep: Class 23 contains 9056 members 
Mstep: Class 24 contains 27218 members 
Mstep: Class 25 contains 15039 members 
Mstep: Class 26 contains 13039 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412376.000000 Penalty: 57955.015625
Iteration 101Q: 28 clusters Score -5.241238e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 125295 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16109 members 
Mstep: Class 5 contains 26350 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 26513 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 14337 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 6584 members 
Mstep: Class 20 contains 4518 members 
Mstep: Class 21 contains 106370 members 
Mstep: Class 22 contains 13936 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 27278 members 
Mstep: Class 25 contains 15044 members 
Mstep: Class 26 contains 13038 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412536.000000 Penalty: 57955.015625
Iteration 102Q: 28 clusters Score -5.241254e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 125285 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16096 members 
Mstep: Class 5 contains 26298 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 26424 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 5196 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 14340 members 
Mstep: Class 12 contains 11707 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 6586 members 
Mstep: Class 20 contains 4524 members 
Mstep: Class 21 contains 106372 members 
Mstep: Class 22 contains 13946 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 27329 members 
Mstep: Class 25 contains 15039 members 
Mstep: Class 26 contains 13038 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412512.000000 Penalty: 57955.015625
Iteration 103Q: 28 clusters Score -5.241251e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 125277 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16081 members 
Mstep: Class 5 contains 26247 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 21694 members 
Mstep: Class 9 contains 5192 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 14345 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 5373 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 6589 members 
Mstep: Class 20 contains 4534 members 
Mstep: Class 21 contains 106369 members 
Mstep: Class 22 contains 13966 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 27397 members 
Mstep: Class 25 contains 15035 members 
Mstep: Class 26 contains 13034 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412680.000000 Penalty: 57955.015625
Iteration 104Q: 28 clusters Score -5.241268e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 125270 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16070 members 
Mstep: Class 5 contains 26197 members 
Mstep: Class 6 contains 6147 members 
Mstep: Class 7 contains 26213 members 
Mstep: Class 8 contains 21698 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14358 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 6591 members 
Mstep: Class 20 contains 4547 members 
Mstep: Class 21 contains 106362 members 
Mstep: Class 22 contains 13990 members 
Mstep: Class 23 contains 9052 members 
Mstep: Class 24 contains 27449 members 
Mstep: Class 25 contains 15026 members 
Mstep: Class 26 contains 13031 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412652.000000 Penalty: 57955.015625
Iteration 105Q: 28 clusters Score -5.241265e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 125260 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16062 members 
Mstep: Class 5 contains 26136 members 
Mstep: Class 6 contains 6143 members 
Mstep: Class 7 contains 26109 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 5187 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14361 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 18265 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 6591 members 
Mstep: Class 20 contains 4553 members 
Mstep: Class 21 contains 106360 members 
Mstep: Class 22 contains 14014 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 27523 members 
Mstep: Class 25 contains 15023 members 
Mstep: Class 26 contains 13030 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412752.000000 Penalty: 57955.015625
Iteration 106Q: 28 clusters Score -5.241275e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 125260 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16047 members 
Mstep: Class 5 contains 26074 members 
Mstep: Class 6 contains 6143 members 
Mstep: Class 7 contains 25971 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14372 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 5425 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 18260 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 106355 members 
Mstep: Class 22 contains 14041 members 
Mstep: Class 23 contains 9047 members 
Mstep: Class 24 contains 27595 members 
Mstep: Class 25 contains 15023 members 
Mstep: Class 26 contains 13026 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412724.000000 Penalty: 57955.015625
Iteration 107Q: 28 clusters Score -5.241272e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 125259 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16036 members 
Mstep: Class 5 contains 26013 members 
Mstep: Class 6 contains 6142 members 
Mstep: Class 7 contains 25817 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 5192 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14389 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 18257 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 929 members 
Mstep: Class 19 contains 6594 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 106351 members 
Mstep: Class 22 contains 14069 members 
Mstep: Class 23 contains 9047 members 
Mstep: Class 24 contains 27665 members 
Mstep: Class 25 contains 15019 members 
Mstep: Class 26 contains 13024 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412764.000000 Penalty: 57955.015625
Iteration 108Q: 28 clusters Score -5.241276e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 125251 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16022 members 
Mstep: Class 5 contains 25945 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 25641 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14398 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5505 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18264 members 
Mstep: Class 17 contains 3978 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4598 members 
Mstep: Class 21 contains 106348 members 
Mstep: Class 22 contains 14106 members 
Mstep: Class 23 contains 9056 members 
Mstep: Class 24 contains 27743 members 
Mstep: Class 25 contains 15017 members 
Mstep: Class 26 contains 13021 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412712.000000 Penalty: 57955.015625
Iteration 109Q: 28 clusters Score -5.241271e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 125248 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16015 members 
Mstep: Class 5 contains 25885 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 25456 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 5199 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14406 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5544 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18270 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 106357 members 
Mstep: Class 22 contains 14141 members 
Mstep: Class 23 contains 9058 members 
Mstep: Class 24 contains 27827 members 
Mstep: Class 25 contains 15015 members 
Mstep: Class 26 contains 13018 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412748.000000 Penalty: 57955.015625
Iteration 110Q: 28 clusters Score -5.241275e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 125247 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16007 members 
Mstep: Class 5 contains 25835 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 5197 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14418 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 4626 members 
Mstep: Class 21 contains 106365 members 
Mstep: Class 22 contains 14167 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 27927 members 
Mstep: Class 25 contains 15011 members 
Mstep: Class 26 contains 13015 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412648.000000 Penalty: 57955.015625
Iteration 111Q: 28 clusters Score -5.241265e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 125245 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 16000 members 
Mstep: Class 5 contains 25787 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 25111 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 5196 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14421 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5597 members 
Mstep: Class 15 contains 8790 members 
Mstep: Class 16 contains 18272 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4645 members 
Mstep: Class 21 contains 106373 members 
Mstep: Class 22 contains 14186 members 
Mstep: Class 23 contains 9042 members 
Mstep: Class 24 contains 28025 members 
Mstep: Class 25 contains 15006 members 
Mstep: Class 26 contains 13011 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412664.000000 Penalty: 57955.015625
Iteration 112Q: 28 clusters Score -5.241266e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 125245 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 15993 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 24947 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 5187 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14420 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4649 members 
Mstep: Class 21 contains 106374 members 
Mstep: Class 22 contains 14206 members 
Mstep: Class 23 contains 9031 members 
Mstep: Class 24 contains 28136 members 
Mstep: Class 25 contains 15007 members 
Mstep: Class 26 contains 13010 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412620.000000 Penalty: 57955.015625
Iteration 113Q: 28 clusters Score -5.241262e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 125235 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 15986 members 
Mstep: Class 5 contains 25670 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 24773 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14426 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 5664 members 
Mstep: Class 15 contains 8792 members 
Mstep: Class 16 contains 18276 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 106374 members 
Mstep: Class 22 contains 14236 members 
Mstep: Class 23 contains 9024 members 
Mstep: Class 24 contains 28256 members 
Mstep: Class 25 contains 15003 members 
Mstep: Class 26 contains 13010 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412764.000000 Penalty: 57955.015625
Iteration 114Q: 28 clusters Score -5.241276e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 125231 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15980 members 
Mstep: Class 5 contains 25610 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 24582 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14429 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5693 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18278 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4667 members 
Mstep: Class 21 contains 106384 members 
Mstep: Class 22 contains 14262 members 
Mstep: Class 23 contains 9019 members 
Mstep: Class 24 contains 28386 members 
Mstep: Class 25 contains 15005 members 
Mstep: Class 26 contains 13013 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412744.000000 Penalty: 57955.015625
Iteration 115Q: 28 clusters Score -5.241274e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 125224 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15972 members 
Mstep: Class 5 contains 25558 members 
Mstep: Class 6 contains 6138 members 
Mstep: Class 7 contains 24355 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14438 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5744 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18280 members 
Mstep: Class 17 contains 3976 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4675 members 
Mstep: Class 21 contains 106395 members 
Mstep: Class 22 contains 14287 members 
Mstep: Class 23 contains 9017 members 
Mstep: Class 24 contains 28531 members 
Mstep: Class 25 contains 15001 members 
Mstep: Class 26 contains 13011 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412832.000000 Penalty: 57955.015625
Iteration 116Q: 28 clusters Score -5.241283e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 125223 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15967 members 
Mstep: Class 5 contains 25514 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 24113 members 
Mstep: Class 8 contains 21737 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14444 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 18278 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4686 members 
Mstep: Class 21 contains 106399 members 
Mstep: Class 22 contains 14309 members 
Mstep: Class 23 contains 9011 members 
Mstep: Class 24 contains 28695 members 
Mstep: Class 25 contains 15002 members 
Mstep: Class 26 contains 13013 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412868.000000 Penalty: 57955.015625
Iteration 117Q: 28 clusters Score -5.241287e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 125229 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15962 members 
Mstep: Class 5 contains 25474 members 
Mstep: Class 6 contains 6135 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 21741 members 
Mstep: Class 9 contains 5170 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 14443 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 8792 members 
Mstep: Class 16 contains 18282 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 19 contains 6593 members 
Mstep: Class 20 contains 4695 members 
Mstep: Class 21 contains 106414 members 
Mstep: Class 22 contains 14324 members 
Mstep: Class 23 contains 8999 members 
Mstep: Class 24 contains 28832 members 
Mstep: Class 25 contains 15001 members 
Mstep: Class 26 contains 13013 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412928.000000 Penalty: 57955.015625
Iteration 118Q: 28 clusters Score -5.241293e+07 nChanged 421
Entering ConstructFrom: 
Score: -52412928.000000 Penalty: 57955.015625
Entering ConstructFrom: 
Trying to split cluster 1 (54661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54661 members 
Entering Unmasked Estep 
Score: -5426339.000000 Penalty: 1772.697266
	Iteration 0F: 2 clusters Score -5426339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5389769.500000 Penalty: 3545.394531
	Iteration 0F: 3 clusters Score -5389770 nChanged 25617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5404210.000000 Penalty: 3545.394531
	Iteration 1F: 3 clusters Score -5404210 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5404743.500000 Penalty: 3545.394531
	Iteration 2Q: 3 clusters Score -5404744 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -5405399.500000 Penalty: 3545.394531
	Iteration 3Q: 3 clusters Score -5405400 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -5406073.000000 Penalty: 3545.394531
	Iteration 4Q: 3 clusters Score -5406073 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5406899.500000 Penalty: 3545.394531
	Iteration 5Q: 3 clusters Score -5406900 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5407984.500000 Penalty: 3545.394531
	Iteration 6Q: 3 clusters Score -5407984 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5409367.500000 Penalty: 3545.394531
	Iteration 7Q: 3 clusters Score -5409368 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -5411185.000000 Penalty: 3545.394531
	Iteration 8F: 3 clusters Score -5411185 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5413633.000000 Penalty: 3545.394531
	Iteration 9F: 3 clusters Score -5413633 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -5416307.000000 Penalty: 3545.394531
	Iteration 10F: 3 clusters Score -5416307 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -5418639.000000 Penalty: 3545.394531
	Iteration 11Q: 3 clusters Score -5418639 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -5420257.000000 Penalty: 3545.394531
	Iteration 12Q: 3 clusters Score -5420257 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5421282.000000 Penalty: 3545.394531
	Iteration 13Q: 3 clusters Score -5421282 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -5422010.000000 Penalty: 3545.394531
	Iteration 14Q: 3 clusters Score -5422010 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5422563.500000 Penalty: 3545.394531
	Iteration 15Q: 3 clusters Score -5422564 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5423012.500000 Penalty: 3545.394531
	Iteration 16Q: 3 clusters Score -5423012 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5423351.500000 Penalty: 3545.394531
	Iteration 17Q: 3 clusters Score -5423352 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5423673.500000 Penalty: 3545.394531
	Iteration 18Q: 3 clusters Score -5423674 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5423932.500000 Penalty: 3545.394531
	Iteration 19Q: 3 clusters Score -5423932 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5424113.000000 Penalty: 3545.394531
	Iteration 20F: 3 clusters Score -5424113 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5424276.000000 Penalty: 3545.394531
	Iteration 21Q: 3 clusters Score -5424276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5424399.000000 Penalty: 3545.394531
	Iteration 22Q: 3 clusters Score -5424399 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53313 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5424499.000000 Penalty: 3545.394531
	Iteration 23Q: 3 clusters Score -5424499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5424575.500000 Penalty: 3545.394531
	Iteration 24Q: 3 clusters Score -5424576 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5424657.000000 Penalty: 3545.394531
	Iteration 25Q: 3 clusters Score -5424657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5424695.000000 Penalty: 3545.394531
	Iteration 26Q: 3 clusters Score -5424695 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5424721.500000 Penalty: 3545.394531
	Iteration 27Q: 3 clusters Score -5424722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5424748.500000 Penalty: 3545.394531
	Iteration 28Q: 3 clusters Score -5424748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5424764.000000 Penalty: 3545.394531
	Iteration 29Q: 3 clusters Score -5424764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5424772.000000 Penalty: 3545.394531
	Iteration 30Q: 3 clusters Score -5424772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5424786.500000 Penalty: 3545.394531
	Iteration 31Q: 3 clusters Score -5424786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5424803.500000 Penalty: 3545.394531
	Iteration 32Q: 3 clusters Score -5424804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5424821.500000 Penalty: 3545.394531
	Iteration 33Q: 3 clusters Score -5424822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5424840.000000 Penalty: 3545.394531
	Iteration 34Q: 3 clusters Score -5424840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5424842.500000 Penalty: 3545.394531
	Iteration 35Q: 3 clusters Score -5424842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5424856.500000 Penalty: 3545.394531
	Iteration 36Q: 3 clusters Score -5424856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5424857.500000 Penalty: 3545.394531
	Iteration 37Q: 3 clusters Score -5424858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5424860.500000 Penalty: 3545.394531
	Iteration 38Q: 3 clusters Score -5424860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5424864.000000 Penalty: 3545.394531
	Iteration 39Q: 3 clusters Score -5424864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5424874.000000 Penalty: 3545.394531
	Iteration 40F: 3 clusters Score -5424874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5424873.000000 Penalty: 3545.394531
	Iteration 41Q: 3 clusters Score -5424873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5424877.000000 Penalty: 3545.394531
	Iteration 42Q: 3 clusters Score -5424877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5424879.000000 Penalty: 3545.394531
	Iteration 43Q: 3 clusters Score -5424879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5424878.000000 Penalty: 3545.394531
	Iteration 44Q: 3 clusters Score -5424878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5424876.000000 Penalty: 3545.394531
	Iteration 45Q: 3 clusters Score -5424876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5424876.500000 Penalty: 3545.394531
	Iteration 46Q: 3 clusters Score -5424876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5424879.000000 Penalty: 3545.394531
	Iteration 47Q: 3 clusters Score -5424879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5424879.000000 Penalty: 3545.394531
	Iteration 48F: 3 clusters Score -5424879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125224 members 
Entering Unmasked Estep 
Score: -12420970.000000 Penalty: 1907.402222
	Iteration 0F: 2 clusters Score -1.242097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -12338503.000000 Penalty: 3814.804443
	Iteration 0F: 3 clusters Score -1.23385e+07 nChanged 60002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -12373085.000000 Penalty: 3814.804443
	Iteration 1F: 3 clusters Score -1.237308e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -12373818.000000 Penalty: 3814.804443
	Iteration 2Q: 3 clusters Score -1.237382e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -12374747.000000 Penalty: 3814.804443
	Iteration 3Q: 3 clusters Score -1.237475e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -12375847.000000 Penalty: 3814.804443
	Iteration 4Q: 3 clusters Score -1.237585e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -12377293.000000 Penalty: 3814.804443
	Iteration 5Q: 3 clusters Score -1.237729e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -12379429.000000 Penalty: 3814.804443
	Iteration 6Q: 3 clusters Score -1.237943e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -12381955.000000 Penalty: 3814.804443
	Iteration 7Q: 3 clusters Score -1.238196e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -12384631.000000 Penalty: 3814.804443
	Iteration 8Q: 3 clusters Score -1.238463e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -12387351.000000 Penalty: 3814.804443
	Iteration 9Q: 3 clusters Score -1.238735e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -12390199.000000 Penalty: 3814.804443
	Iteration 10Q: 3 clusters Score -1.23902e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -12393053.000000 Penalty: 3814.804443
	Iteration 11Q: 3 clusters Score -1.239305e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -12395954.000000 Penalty: 3814.804443
	Iteration 12Q: 3 clusters Score -1.239595e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -12399167.000000 Penalty: 3814.804443
	Iteration 13Q: 3 clusters Score -1.239917e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -12402657.000000 Penalty: 3814.804443
	Iteration 14F: 3 clusters Score -1.240266e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -12406479.000000 Penalty: 3814.804443
	Iteration 15F: 3 clusters Score -1.240648e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109175 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -12410073.000000 Penalty: 3814.804443
	Iteration 16Q: 3 clusters Score -1.241007e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -12413120.000000 Penalty: 3814.804443
	Iteration 17Q: 3 clusters Score -1.241312e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117593 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -12415512.000000 Penalty: 3814.804443
	Iteration 18Q: 3 clusters Score -1.241551e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120019 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -12417059.000000 Penalty: 3814.804443
	Iteration 19Q: 3 clusters Score -1.241706e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121530 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -12418017.000000 Penalty: 3814.804443
	Iteration 20F: 3 clusters Score -1.241802e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -12418692.000000 Penalty: 3814.804443
	Iteration 21Q: 3 clusters Score -1.241869e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122989 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12419185.000000 Penalty: 3814.804443
	Iteration 22Q: 3 clusters Score -1.241918e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123272 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -12419460.000000 Penalty: 3814.804443
	Iteration 23Q: 3 clusters Score -1.241946e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -12419569.000000 Penalty: 3814.804443
	Iteration 24Q: 3 clusters Score -1.241957e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123512 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12419624.000000 Penalty: 3814.804443
	Iteration 25Q: 3 clusters Score -1.241962e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12419651.000000 Penalty: 3814.804443
	Iteration 26Q: 3 clusters Score -1.241965e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12419666.000000 Penalty: 3814.804443
	Iteration 27Q: 3 clusters Score -1.241967e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123645 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12419674.000000 Penalty: 3814.804443
	Iteration 28Q: 3 clusters Score -1.241967e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123670 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12419674.000000 Penalty: 3814.804443
	Iteration 29Q: 3 clusters Score -1.241967e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123697 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -12419685.000000 Penalty: 3814.804443
	Iteration 30Q: 3 clusters Score -1.241968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123715 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12419689.000000 Penalty: 3814.804443
	Iteration 31Q: 3 clusters Score -1.241969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123736 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12419708.000000 Penalty: 3814.804443
	Iteration 32Q: 3 clusters Score -1.241971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123751 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12419717.000000 Penalty: 3814.804443
	Iteration 33Q: 3 clusters Score -1.241972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123766 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12419710.000000 Penalty: 3814.804443
	Iteration 34Q: 3 clusters Score -1.241971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123778 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12419713.000000 Penalty: 3814.804443
	Iteration 35Q: 3 clusters Score -1.241971e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12419727.000000 Penalty: 3814.804443
	Iteration 36Q: 3 clusters Score -1.241973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123792 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12419725.000000 Penalty: 3814.804443
	Iteration 37Q: 3 clusters Score -1.241972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123799 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -12419720.000000 Penalty: 3814.804443
	Iteration 38Q: 3 clusters Score -1.241972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12419713.000000 Penalty: 3814.804443
	Iteration 39Q: 3 clusters Score -1.241971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12419717.000000 Penalty: 3814.804443
	Iteration 40F: 3 clusters Score -1.241972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12419721.000000 Penalty: 3814.804443
	Iteration 41Q: 3 clusters Score -1.241972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12419717.000000 Penalty: 3814.804443
	Iteration 42Q: 3 clusters Score -1.241972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12419717.000000 Penalty: 3814.804443
	Iteration 43F: 3 clusters Score -1.241972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -213747.078125 Penalty: 1244.845093
	Iteration 0F: 2 clusters Score -213747.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -211579.437500 Penalty: 2489.690186
	Iteration 0F: 3 clusters Score -211579.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -212048.703125 Penalty: 2489.690186
	Iteration 1F: 3 clusters Score -212048.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -212174.218750 Penalty: 2489.690186
	Iteration 2F: 3 clusters Score -212174.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -212240.875000 Penalty: 2489.690186
	Iteration 3Q: 3 clusters Score -212240.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212303.171875 Penalty: 2489.690186
	Iteration 4Q: 3 clusters Score -212303.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -212355.937500 Penalty: 2489.690186
	Iteration 5Q: 3 clusters Score -212355.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212395.453125 Penalty: 2489.690186
	Iteration 6Q: 3 clusters Score -212395.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -212421.609375 Penalty: 2489.690186
	Iteration 7Q: 3 clusters Score -212421.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -212433.984375 Penalty: 2489.690186
	Iteration 8Q: 3 clusters Score -212434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212443.562500 Penalty: 2489.690186
	Iteration 9Q: 3 clusters Score -212443.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -212451.359375 Penalty: 2489.690186
	Iteration 10Q: 3 clusters Score -212451.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -212458.296875 Penalty: 2489.690186
	Iteration 11Q: 3 clusters Score -212458.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -212463.875000 Penalty: 2489.690186
	Iteration 12Q: 3 clusters Score -212463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -212468.046875 Penalty: 2489.690186
	Iteration 13Q: 3 clusters Score -212468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -212473.796875 Penalty: 2489.690186
	Iteration 14Q: 3 clusters Score -212473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212479.171875 Penalty: 2489.690186
	Iteration 15Q: 3 clusters Score -212479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -212481.671875 Penalty: 2489.690186
	Iteration 16Q: 3 clusters Score -212481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -212484.156250 Penalty: 2489.690186
	Iteration 17Q: 3 clusters Score -212484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -212484.578125 Penalty: 2489.690186
	Iteration 18Q: 3 clusters Score -212484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -212485.390625 Penalty: 2489.690186
	Iteration 19Q: 3 clusters Score -212485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -212486.156250 Penalty: 2489.690186
	Iteration 20F: 3 clusters Score -212486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212486.281250 Penalty: 2489.690186
	Iteration 21Q: 3 clusters Score -212486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -212487.203125 Penalty: 2489.690186
	Iteration 22Q: 3 clusters Score -212487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -212490.656250 Penalty: 2489.690186
	Iteration 23Q: 3 clusters Score -212490.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -212490.656250 Penalty: 2489.690186
	Iteration 24F: 3 clusters Score -212490.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Entering Unmasked Estep 
Score: -1566980.500000 Penalty: 1572.638916
	Iteration 0F: 2 clusters Score -1566980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1555993.750000 Penalty: 3145.277832
	Iteration 0F: 3 clusters Score -1555994 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1559844.875000 Penalty: 3145.277832
	Iteration 1F: 3 clusters Score -1559845 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1560134.875000 Penalty: 3145.277832
	Iteration 2F: 3 clusters Score -1560135 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1560397.500000 Penalty: 3145.277832
	Iteration 3Q: 3 clusters Score -1560398 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1560672.625000 Penalty: 3145.277832
	Iteration 4Q: 3 clusters Score -1560673 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1561025.875000 Penalty: 3145.277832
	Iteration 5Q: 3 clusters Score -1561026 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1561495.375000 Penalty: 3145.277832
	Iteration 6F: 3 clusters Score -1561495 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1562045.500000 Penalty: 3145.277832
	Iteration 7F: 3 clusters Score -1562046 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1562762.125000 Penalty: 3145.277832
	Iteration 8F: 3 clusters Score -1562762 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1563586.250000 Penalty: 3145.277832
	Iteration 9F: 3 clusters Score -1563586 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1564358.875000 Penalty: 3145.277832
	Iteration 10F: 3 clusters Score -1564359 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1564928.625000 Penalty: 3145.277832
	Iteration 11Q: 3 clusters Score -1564929 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1565267.250000 Penalty: 3145.277832
	Iteration 12Q: 3 clusters Score -1565267 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1565445.125000 Penalty: 3145.277832
	Iteration 13Q: 3 clusters Score -1565445 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1565531.125000 Penalty: 3145.277832
	Iteration 14Q: 3 clusters Score -1565531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1565561.000000 Penalty: 3145.277832
	Iteration 15Q: 3 clusters Score -1565561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1565593.625000 Penalty: 3145.277832
	Iteration 16Q: 3 clusters Score -1565594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1565607.875000 Penalty: 3145.277832
	Iteration 17Q: 3 clusters Score -1565608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1565610.750000 Penalty: 3145.277832
	Iteration 18Q: 3 clusters Score -1565611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1565614.500000 Penalty: 3145.277832
	Iteration 19Q: 3 clusters Score -1565614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1565616.750000 Penalty: 3145.277832
	Iteration 20F: 3 clusters Score -1565617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1565615.500000 Penalty: 3145.277832
	Iteration 21Q: 3 clusters Score -1565616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1565615.500000 Penalty: 3145.277832
	Iteration 22F: 3 clusters Score -1565616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Entering Unmasked Estep 
Score: -2568970.500000 Penalty: 1648.355225
	Iteration 0F: 2 clusters Score -2568970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2551752.500000 Penalty: 3296.710449
	Iteration 0F: 3 clusters Score -2551752 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2558037.250000 Penalty: 3296.710449
	Iteration 1F: 3 clusters Score -2558037 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2558351.500000 Penalty: 3296.710449
	Iteration 2Q: 3 clusters Score -2558352 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2558683.250000 Penalty: 3296.710449
	Iteration 3Q: 3 clusters Score -2558683 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2559104.250000 Penalty: 3296.710449
	Iteration 4Q: 3 clusters Score -2559104 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2559696.500000 Penalty: 3296.710449
	Iteration 5Q: 3 clusters Score -2559696 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2560511.000000 Penalty: 3296.710449
	Iteration 6F: 3 clusters Score -2560511 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2561643.500000 Penalty: 3296.710449
	Iteration 7F: 3 clusters Score -2561644 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2563068.750000 Penalty: 3296.710449
	Iteration 8F: 3 clusters Score -2563069 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2564502.500000 Penalty: 3296.710449
	Iteration 9F: 3 clusters Score -2564502 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2565800.000000 Penalty: 3296.710449
	Iteration 10F: 3 clusters Score -2565800 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2566672.500000 Penalty: 3296.710449
	Iteration 11Q: 3 clusters Score -2566672 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2567193.250000 Penalty: 3296.710449
	Iteration 12Q: 3 clusters Score -2567193 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2567449.750000 Penalty: 3296.710449
	Iteration 13Q: 3 clusters Score -2567450 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2567563.500000 Penalty: 3296.710449
	Iteration 14Q: 3 clusters Score -2567564 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2567632.750000 Penalty: 3296.710449
	Iteration 15Q: 3 clusters Score -2567633 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2567670.000000 Penalty: 3296.710449
	Iteration 16Q: 3 clusters Score -2567670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2567702.250000 Penalty: 3296.710449
	Iteration 17Q: 3 clusters Score -2567702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2567732.750000 Penalty: 3296.710449
	Iteration 18Q: 3 clusters Score -2567733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2567753.250000 Penalty: 3296.710449
	Iteration 19Q: 3 clusters Score -2567753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2567777.500000 Penalty: 3296.710449
	Iteration 20F: 3 clusters Score -2567778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2567785.750000 Penalty: 3296.710449
	Iteration 21Q: 3 clusters Score -2567786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2567792.750000 Penalty: 3296.710449
	Iteration 22Q: 3 clusters Score -2567793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2567793.000000 Penalty: 3296.710449
	Iteration 23Q: 3 clusters Score -2567793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2567790.250000 Penalty: 3296.710449
	Iteration 24Q: 3 clusters Score -2567790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2567791.000000 Penalty: 3296.710449
	Iteration 25Q: 3 clusters Score -2567791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2567796.250000 Penalty: 3296.710449
	Iteration 26Q: 3 clusters Score -2567796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2567799.000000 Penalty: 3296.710449
	Iteration 27Q: 3 clusters Score -2567799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2567804.250000 Penalty: 3296.710449
	Iteration 28Q: 3 clusters Score -2567804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2567805.750000 Penalty: 3296.710449
	Iteration 29Q: 3 clusters Score -2567806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2567813.250000 Penalty: 3296.710449
	Iteration 30Q: 3 clusters Score -2567813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2567819.250000 Penalty: 3296.710449
	Iteration 31Q: 3 clusters Score -2567819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2567823.500000 Penalty: 3296.710449
	Iteration 32Q: 3 clusters Score -2567824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2567825.000000 Penalty: 3296.710449
	Iteration 33Q: 3 clusters Score -2567825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2567823.250000 Penalty: 3296.710449
	Iteration 34Q: 3 clusters Score -2567823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2567829.250000 Penalty: 3296.710449
	Iteration 35Q: 3 clusters Score -2567829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2567830.250000 Penalty: 3296.710449
	Iteration 36Q: 3 clusters Score -2567830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2567832.750000 Penalty: 3296.710449
	Iteration 37Q: 3 clusters Score -2567833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2567833.000000 Penalty: 3296.710449
	Iteration 38Q: 3 clusters Score -2567833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2567832.500000 Penalty: 3296.710449
	Iteration 39Q: 3 clusters Score -2567832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2567832.500000 Penalty: 3296.710449
	Iteration 40F: 3 clusters Score -2567832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -613867.812500 Penalty: 1417.286865
	Iteration 0F: 2 clusters Score -613867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -609158.187500 Penalty: 2834.573730
	Iteration 0F: 3 clusters Score -609158.2 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -610611.312500 Penalty: 2834.573730
	Iteration 1F: 3 clusters Score -610611.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -610891.562500 Penalty: 2834.573730
	Iteration 2F: 3 clusters Score -610891.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -611132.562500 Penalty: 2834.573730
	Iteration 3F: 3 clusters Score -611132.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -611384.875000 Penalty: 2834.573730
	Iteration 4F: 3 clusters Score -611384.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -611662.625000 Penalty: 2834.573730
	Iteration 5F: 3 clusters Score -611662.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -611957.312500 Penalty: 2834.573730
	Iteration 6F: 3 clusters Score -611957.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -612317.750000 Penalty: 2834.573730
	Iteration 7F: 3 clusters Score -612317.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -612627.937500 Penalty: 2834.573730
	Iteration 8F: 3 clusters Score -612627.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -612864.250000 Penalty: 2834.573730
	Iteration 9Q: 3 clusters Score -612864.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -612980.937500 Penalty: 2834.573730
	Iteration 10Q: 3 clusters Score -612980.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -613077.000000 Penalty: 2834.573730
	Iteration 11Q: 3 clusters Score -613077 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -613150.500000 Penalty: 2834.573730
	Iteration 12Q: 3 clusters Score -613150.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -613206.937500 Penalty: 2834.573730
	Iteration 13Q: 3 clusters Score -613206.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -613244.812500 Penalty: 2834.573730
	Iteration 14Q: 3 clusters Score -613244.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -613273.875000 Penalty: 2834.573730
	Iteration 15Q: 3 clusters Score -613273.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -613288.437500 Penalty: 2834.573730
	Iteration 16Q: 3 clusters Score -613288.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -613299.687500 Penalty: 2834.573730
	Iteration 17Q: 3 clusters Score -613299.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -613308.625000 Penalty: 2834.573730
	Iteration 18Q: 3 clusters Score -613308.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -613316.437500 Penalty: 2834.573730
	Iteration 19Q: 3 clusters Score -613316.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -613321.375000 Penalty: 2834.573730
	Iteration 20F: 3 clusters Score -613321.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -613327.062500 Penalty: 2834.573730
	Iteration 21Q: 3 clusters Score -613327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -613336.125000 Penalty: 2834.573730
	Iteration 22Q: 3 clusters Score -613336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -613337.500000 Penalty: 2834.573730
	Iteration 23Q: 3 clusters Score -613337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -613339.000000 Penalty: 2834.573730
	Iteration 24Q: 3 clusters Score -613339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -613341.062500 Penalty: 2834.573730
	Iteration 25Q: 3 clusters Score -613341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -613340.750000 Penalty: 2834.573730
	Iteration 26Q: 3 clusters Score -613340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -613340.750000 Penalty: 2834.573730
	Iteration 27F: 3 clusters Score -613340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Entering Unmasked Estep 
Score: -2367921.000000 Penalty: 1636.563599
	Iteration 0F: 2 clusters Score -2367921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2351942.750000 Penalty: 3273.127197
	Iteration 0F: 3 clusters Score -2351943 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2357653.750000 Penalty: 3273.127197
	Iteration 1F: 3 clusters Score -2357654 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2357943.250000 Penalty: 3273.127197
	Iteration 2Q: 3 clusters Score -2357943 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2358203.250000 Penalty: 3273.127197
	Iteration 3Q: 3 clusters Score -2358203 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2358430.000000 Penalty: 3273.127197
	Iteration 4Q: 3 clusters Score -2358430 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2358631.000000 Penalty: 3273.127197
	Iteration 5Q: 3 clusters Score -2358631 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2358853.750000 Penalty: 3273.127197
	Iteration 6Q: 3 clusters Score -2358854 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2359105.750000 Penalty: 3273.127197
	Iteration 7Q: 3 clusters Score -2359106 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2359459.500000 Penalty: 3273.127197
	Iteration 8Q: 3 clusters Score -2359460 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2359931.500000 Penalty: 3273.127197
	Iteration 9Q: 3 clusters Score -2359932 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2360522.250000 Penalty: 3273.127197
	Iteration 10Q: 3 clusters Score -2360522 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2361281 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -2362088 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2362747.750000 Penalty: 3273.127197
	Iteration 13F: 3 clusters Score -2362748 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2363138.750000 Penalty: 3273.127197
	Iteration 14Q: 3 clusters Score -2363139 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2363335.000000 Penalty: 3273.127197
	Iteration 15Q: 3 clusters Score -2363335 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2363421.250000 Penalty: 3273.127197
	Iteration 16Q: 3 clusters Score -2363421 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2363484 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2363534 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2363568 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2363590.500000 Penalty: 3273.127197
	Iteration 20F: 3 clusters Score -2363590 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2363614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2363641.250000 Penalty: 3273.127197
	Iteration 22Q: 3 clusters Score -2363641 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2363676 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2363686 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2363699.250000 Penalty: 3273.127197
	Iteration 25Q: 3 clusters Score -2363699 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2363718.500000 Penalty: 3273.127197
	Iteration 26Q: 3 clusters Score -2363718 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2363730.500000 Penalty: 3273.127197
	Iteration 27Q: 3 clusters Score -2363730 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2363744.000000 Penalty: 3273.127197
	Iteration 28Q: 3 clusters Score -2363744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2363762.250000 Penalty: 3273.127197
	Iteration 29Q: 3 clusters Score -2363762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2363772.000000 Penalty: 3273.127197
	Iteration 30Q: 3 clusters Score -2363772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2363781.250000 Penalty: 3273.127197
	Iteration 31Q: 3 clusters Score -2363781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2363786.750000 Penalty: 3273.127197
	Iteration 32Q: 3 clusters Score -2363787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2363788.500000 Penalty: 3273.127197
	Iteration 33Q: 3 clusters Score -2363788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2363786.250000 Penalty: 3273.127197
	Iteration 34Q: 3 clusters Score -2363786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2363783.500000 Penalty: 3273.127197
	Iteration 35Q: 3 clusters Score -2363784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2363794.250000 Penalty: 3273.127197
	Iteration 36Q: 3 clusters Score -2363794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2363800.250000 Penalty: 3273.127197
	Iteration 37Q: 3 clusters Score -2363800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2363803.500000 Penalty: 3273.127197
	Iteration 38Q: 3 clusters Score -2363804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2363817.250000 Penalty: 3273.127197
	Iteration 39Q: 3 clusters Score -2363817 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2363824.500000 Penalty: 3273.127197
	Iteration 40F: 3 clusters Score -2363824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2363832.250000 Penalty: 3273.127197
	Iteration 41Q: 3 clusters Score -2363832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2363852.250000 Penalty: 3273.127197
	Iteration 42Q: 3 clusters Score -2363852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2363863.500000 Penalty: 3273.127197
	Iteration 43Q: 3 clusters Score -2363864 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2363878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2363893 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2363900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2363917.000000 Penalty: 3273.127197
	Iteration 47Q: 3 clusters Score -2363917 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2363935 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2363951 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2363961.750000 Penalty: 3273.127197
	Iteration 50Q: 3 clusters Score -2363962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2363979.250000 Penalty: 3273.127197
	Iteration 51Q: 3 clusters Score -2363979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2363988.500000 Penalty: 3273.127197
	Iteration 52Q: 3 clusters Score -2363988 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2364002.000000 Penalty: 3273.127197
	Iteration 53Q: 3 clusters Score -2364002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2364022.000000 Penalty: 3273.127197
	Iteration 54Q: 3 clusters Score -2364022 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2364038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2364062.250000 Penalty: 3273.127197
	Iteration 56Q: 3 clusters Score -2364062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2364086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2364104.750000 Penalty: 3273.127197
	Iteration 58Q: 3 clusters Score -2364105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2364137.500000 Penalty: 3273.127197
	Iteration 59Q: 3 clusters Score -2364138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2364155.250000 Penalty: 3273.127197
	Iteration 60F: 3 clusters Score -2364155 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2364182.500000 Penalty: 3273.127197
	Iteration 61Q: 3 clusters Score -2364182 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2364228.000000 Penalty: 3273.127197
	Iteration 62Q: 3 clusters Score -2364228 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2364259.250000 Penalty: 3273.127197
	Iteration 63Q: 3 clusters Score -2364259 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2364286.000000 Penalty: 3273.127197
	Iteration 64Q: 3 clusters Score -2364286 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2364326 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2364360.500000 Penalty: 3273.127197
	Iteration 66Q: 3 clusters Score -2364360 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2364417 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 6761 members 
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	Iteration 68Q: 3 clusters Score -2364488 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2364565 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2364646 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2364756.000000 Penalty: 3273.127197
	Iteration 71Q: 3 clusters Score -2364756 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2364850 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2364974 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2365117 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2365234.750000 Penalty: 3273.127197
	Iteration 75Q: 3 clusters Score -2365235 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2365345 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2365448 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19426 members 
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Entering Unmasked Estep 
Score: -2365553.250000 Penalty: 3273.127197
	Iteration 78Q: 3 clusters Score -2365553 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2365631.500000 Penalty: 3273.127197
	Iteration 79Q: 3 clusters Score -2365632 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2365690.250000 Penalty: 3273.127197
	Iteration 80F: 3 clusters Score -2365690 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2365744 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2365797 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2365842 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20433 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2365872 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2365918 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20675 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2365948 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2365976 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2366010 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2366035 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2366055 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21120 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2366070 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2366094 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21261 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2366109 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2366117 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21370 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2366132 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2366150.000000 Penalty: 3273.127197
	Iteration 96Q: 3 clusters Score -2366150 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2366154 nChanged 50
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Mstep: Class 1 contains 21530 members 
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Entering Unmasked Estep 
Score: -2366163.500000 Penalty: 3273.127197
	Iteration 98Q: 3 clusters Score -2366164 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2366178.500000 Penalty: 3273.127197
	Iteration 99Q: 3 clusters Score -2366178 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2366185.000000 Penalty: 3273.127197
	Iteration 100F: 3 clusters Score -2366185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2366198.500000 Penalty: 3273.127197
	Iteration 101Q: 3 clusters Score -2366198 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2366199.250000 Penalty: 3273.127197
	Iteration 102Q: 3 clusters Score -2366199 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2366208.250000 Penalty: 3273.127197
	Iteration 103Q: 3 clusters Score -2366208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2366228.250000 Penalty: 3273.127197
	Iteration 104Q: 3 clusters Score -2366228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2366234.000000 Penalty: 3273.127197
	Iteration 105Q: 3 clusters Score -2366234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2366248.250000 Penalty: 3273.127197
	Iteration 106Q: 3 clusters Score -2366248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2366258.250000 Penalty: 3273.127197
	Iteration 107Q: 3 clusters Score -2366258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2366274.000000 Penalty: 3273.127197
	Iteration 108Q: 3 clusters Score -2366274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2366280.000000 Penalty: 3273.127197
	Iteration 109Q: 3 clusters Score -2366280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2366293.250000 Penalty: 3273.127197
	Iteration 110Q: 3 clusters Score -2366293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2366305.500000 Penalty: 3273.127197
	Iteration 111Q: 3 clusters Score -2366306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2366326.250000 Penalty: 3273.127197
	Iteration 112Q: 3 clusters Score -2366326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2366340.750000 Penalty: 3273.127197
	Iteration 113Q: 3 clusters Score -2366341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2366346.250000 Penalty: 3273.127197
	Iteration 114Q: 3 clusters Score -2366346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2366358.250000 Penalty: 3273.127197
	Iteration 115Q: 3 clusters Score -2366358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2366357.250000 Penalty: 3273.127197
	Iteration 116Q: 3 clusters Score -2366357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2366363.250000 Penalty: 3273.127197
	Iteration 117Q: 3 clusters Score -2366363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2366374.500000 Penalty: 3273.127197
	Iteration 118Q: 3 clusters Score -2366374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2366381.500000 Penalty: 3273.127197
	Iteration 119Q: 3 clusters Score -2366382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2366381.500000 Penalty: 3273.127197
	Iteration 120F: 3 clusters Score -2366382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2366385.500000 Penalty: 3273.127197
	Iteration 121Q: 3 clusters Score -2366386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2366388.000000 Penalty: 3273.127197
	Iteration 122Q: 3 clusters Score -2366388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2366397.250000 Penalty: 3273.127197
	Iteration 123Q: 3 clusters Score -2366397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2366405.250000 Penalty: 3273.127197
	Iteration 124Q: 3 clusters Score -2366405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2366412.750000 Penalty: 3273.127197
	Iteration 125Q: 3 clusters Score -2366413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2366415.500000 Penalty: 3273.127197
	Iteration 126Q: 3 clusters Score -2366416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2366415.750000 Penalty: 3273.127197
	Iteration 127Q: 3 clusters Score -2366416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2366425.000000 Penalty: 3273.127197
	Iteration 128Q: 3 clusters Score -2366425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2366431.250000 Penalty: 3273.127197
	Iteration 129Q: 3 clusters Score -2366431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2366432.500000 Penalty: 3273.127197
	Iteration 130Q: 3 clusters Score -2366432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2366441.000000 Penalty: 3273.127197
	Iteration 131Q: 3 clusters Score -2366441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2366444.750000 Penalty: 3273.127197
	Iteration 132Q: 3 clusters Score -2366445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2366448.000000 Penalty: 3273.127197
	Iteration 133Q: 3 clusters Score -2366448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2366447.250000 Penalty: 3273.127197
	Iteration 134Q: 3 clusters Score -2366447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2366450.500000 Penalty: 3273.127197
	Iteration 135Q: 3 clusters Score -2366450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2366453.000000 Penalty: 3273.127197
	Iteration 136Q: 3 clusters Score -2366453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2366454.250000 Penalty: 3273.127197
	Iteration 137Q: 3 clusters Score -2366454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2366457.750000 Penalty: 3273.127197
	Iteration 138Q: 3 clusters Score -2366458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2366453.250000 Penalty: 3273.127197
	Iteration 139Q: 3 clusters Score -2366453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2366456.250000 Penalty: 3273.127197
	Iteration 140F: 3 clusters Score -2366456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2366456.750000 Penalty: 3273.127197
	Iteration 141Q: 3 clusters Score -2366457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2366464.000000 Penalty: 3273.127197
	Iteration 142Q: 3 clusters Score -2366464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2366466.000000 Penalty: 3273.127197
	Iteration 143Q: 3 clusters Score -2366466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2366469.500000 Penalty: 3273.127197
	Iteration 144Q: 3 clusters Score -2366470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2366471.250000 Penalty: 3273.127197
	Iteration 145Q: 3 clusters Score -2366471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2366473.250000 Penalty: 3273.127197
	Iteration 146Q: 3 clusters Score -2366473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2366473.000000 Penalty: 3273.127197
	Iteration 147Q: 3 clusters Score -2366473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2366475.750000 Penalty: 3273.127197
	Iteration 148Q: 3 clusters Score -2366476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2366474.500000 Penalty: 3273.127197
	Iteration 149Q: 3 clusters Score -2366474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2366472.000000 Penalty: 3273.127197
	Iteration 150Q: 3 clusters Score -2366472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2366472.000000 Penalty: 3273.127197
	Iteration 151F: 3 clusters Score -2366472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Entering Unmasked Estep 
Score: -2133633.250000 Penalty: 1622.917603
	Iteration 0F: 2 clusters Score -2133633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2118875.500000 Penalty: 3245.835205
	Iteration 0F: 3 clusters Score -2118876 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2124331.750000 Penalty: 3245.835205
	Iteration 1F: 3 clusters Score -2124332 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2124805.000000 Penalty: 3245.835205
	Iteration 2F: 3 clusters Score -2124805 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2125364.750000 Penalty: 3245.835205
	Iteration 3F: 3 clusters Score -2125365 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2125986.250000 Penalty: 3245.835205
	Iteration 4F: 3 clusters Score -2125986 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2126720.000000 Penalty: 3245.835205
	Iteration 5F: 3 clusters Score -2126720 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2127603.000000 Penalty: 3245.835205
	Iteration 6F: 3 clusters Score -2127603 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2128657.750000 Penalty: 3245.835205
	Iteration 7F: 3 clusters Score -2128658 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2129634.250000 Penalty: 3245.835205
	Iteration 8F: 3 clusters Score -2129634 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2130471.500000 Penalty: 3245.835205
	Iteration 9Q: 3 clusters Score -2130472 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2131126.750000 Penalty: 3245.835205
	Iteration 10Q: 3 clusters Score -2131127 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2131548.500000 Penalty: 3245.835205
	Iteration 11Q: 3 clusters Score -2131548 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2131805.000000 Penalty: 3245.835205
	Iteration 12Q: 3 clusters Score -2131805 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2131980.500000 Penalty: 3245.835205
	Iteration 13Q: 3 clusters Score -2131980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2132083.500000 Penalty: 3245.835205
	Iteration 14Q: 3 clusters Score -2132084 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2132133.750000 Penalty: 3245.835205
	Iteration 15Q: 3 clusters Score -2132134 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2132167.250000 Penalty: 3245.835205
	Iteration 16Q: 3 clusters Score -2132167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2132187.750000 Penalty: 3245.835205
	Iteration 17Q: 3 clusters Score -2132188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2132205.750000 Penalty: 3245.835205
	Iteration 18Q: 3 clusters Score -2132206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2132229.750000 Penalty: 3245.835205
	Iteration 19Q: 3 clusters Score -2132230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2132235.500000 Penalty: 3245.835205
	Iteration 20F: 3 clusters Score -2132236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2132245.250000 Penalty: 3245.835205
	Iteration 21Q: 3 clusters Score -2132245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2132252.250000 Penalty: 3245.835205
	Iteration 22Q: 3 clusters Score -2132252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2132250.500000 Penalty: 3245.835205
	Iteration 23Q: 3 clusters Score -2132250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2132253.000000 Penalty: 3245.835205
	Iteration 24Q: 3 clusters Score -2132253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2132258.000000 Penalty: 3245.835205
	Iteration 25Q: 3 clusters Score -2132258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2132267.500000 Penalty: 3245.835205
	Iteration 26Q: 3 clusters Score -2132268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2132276.500000 Penalty: 3245.835205
	Iteration 27Q: 3 clusters Score -2132276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2132284.750000 Penalty: 3245.835205
	Iteration 28Q: 3 clusters Score -2132285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2132295.500000 Penalty: 3245.835205
	Iteration 29Q: 3 clusters Score -2132296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2132306.500000 Penalty: 3245.835205
	Iteration 30Q: 3 clusters Score -2132306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2132308.500000 Penalty: 3245.835205
	Iteration 31Q: 3 clusters Score -2132308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2132314.750000 Penalty: 3245.835205
	Iteration 32Q: 3 clusters Score -2132315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2132323.250000 Penalty: 3245.835205
	Iteration 33Q: 3 clusters Score -2132323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2132322.750000 Penalty: 3245.835205
	Iteration 34Q: 3 clusters Score -2132323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2132321.750000 Penalty: 3245.835205
	Iteration 35Q: 3 clusters Score -2132322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2132325.000000 Penalty: 3245.835205
	Iteration 36Q: 3 clusters Score -2132325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2132324.250000 Penalty: 3245.835205
	Iteration 37Q: 3 clusters Score -2132324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2132324.250000 Penalty: 3245.835205
	Iteration 38F: 3 clusters Score -2132324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -503380.937500 Penalty: 1389.508423
	Iteration 0F: 2 clusters Score -503380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -499231.812500 Penalty: 2779.016846
	Iteration 0F: 3 clusters Score -499231.8 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -500359.843750 Penalty: 2779.016846
	Iteration 1F: 3 clusters Score -500359.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -500562.218750 Penalty: 2779.016846
	Iteration 2F: 3 clusters Score -500562.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -500697.687500 Penalty: 2779.016846
	Iteration 3F: 3 clusters Score -500697.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -500809.968750 Penalty: 2779.016846
	Iteration 4Q: 3 clusters Score -500810 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -500926.093750 Penalty: 2779.016846
	Iteration 5Q: 3 clusters Score -500926.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -501039.687500 Penalty: 2779.016846
	Iteration 6Q: 3 clusters Score -501039.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -501154.687500 Penalty: 2779.016846
	Iteration 7Q: 3 clusters Score -501154.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -501262.656250 Penalty: 2779.016846
	Iteration 8Q: 3 clusters Score -501262.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -501368.343750 Penalty: 2779.016846
	Iteration 9Q: 3 clusters Score -501368.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -501476.343750 Penalty: 2779.016846
	Iteration 10Q: 3 clusters Score -501476.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -501548.125000 Penalty: 2779.016846
	Iteration 11Q: 3 clusters Score -501548.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -501607.687500 Penalty: 2779.016846
	Iteration 12Q: 3 clusters Score -501607.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -501658.843750 Penalty: 2779.016846
	Iteration 13Q: 3 clusters Score -501658.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -501704.718750 Penalty: 2779.016846
	Iteration 14Q: 3 clusters Score -501704.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -501753.000000 Penalty: 2779.016846
	Iteration 15Q: 3 clusters Score -501753 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -501806.093750 Penalty: 2779.016846
	Iteration 16Q: 3 clusters Score -501806.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -501857.656250 Penalty: 2779.016846
	Iteration 17Q: 3 clusters Score -501857.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -501916.937500 Penalty: 2779.016846
	Iteration 18Q: 3 clusters Score -501916.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -501970.750000 Penalty: 2779.016846
	Iteration 19Q: 3 clusters Score -501970.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -502002.187500 Penalty: 2779.016846
	Iteration 20F: 3 clusters Score -502002.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -502034.906250 Penalty: 2779.016846
	Iteration 21Q: 3 clusters Score -502034.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -502055.781250 Penalty: 2779.016846
	Iteration 22Q: 3 clusters Score -502055.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -502076.000000 Penalty: 2779.016846
	Iteration 23Q: 3 clusters Score -502076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -502092.906250 Penalty: 2779.016846
	Iteration 24Q: 3 clusters Score -502092.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -502105.250000 Penalty: 2779.016846
	Iteration 25Q: 3 clusters Score -502105.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -502110.718750 Penalty: 2779.016846
	Iteration 26Q: 3 clusters Score -502110.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -502119.062500 Penalty: 2779.016846
	Iteration 27Q: 3 clusters Score -502119.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -502126.687500 Penalty: 2779.016846
	Iteration 28Q: 3 clusters Score -502126.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -502135.562500 Penalty: 2779.016846
	Iteration 29Q: 3 clusters Score -502135.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -502145.437500 Penalty: 2779.016846
	Iteration 30Q: 3 clusters Score -502145.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -502155.593750 Penalty: 2779.016846
	Iteration 31Q: 3 clusters Score -502155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -502164.312500 Penalty: 2779.016846
	Iteration 32Q: 3 clusters Score -502164.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -502173.000000 Penalty: 2779.016846
	Iteration 33Q: 3 clusters Score -502173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -502177.656250 Penalty: 2779.016846
	Iteration 34Q: 3 clusters Score -502177.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -502187.093750 Penalty: 2779.016846
	Iteration 35Q: 3 clusters Score -502187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -502190.531250 Penalty: 2779.016846
	Iteration 36Q: 3 clusters Score -502190.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -502198.343750 Penalty: 2779.016846
	Iteration 37Q: 3 clusters Score -502198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -502202.750000 Penalty: 2779.016846
	Iteration 38Q: 3 clusters Score -502202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -502206.187500 Penalty: 2779.016846
	Iteration 39Q: 3 clusters Score -502206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -502210.156250 Penalty: 2779.016846
	Iteration 40F: 3 clusters Score -502210.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -502214.562500 Penalty: 2779.016846
	Iteration 41Q: 3 clusters Score -502214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -502217.625000 Penalty: 2779.016846
	Iteration 42Q: 3 clusters Score -502217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -502221.093750 Penalty: 2779.016846
	Iteration 43Q: 3 clusters Score -502221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -502224.718750 Penalty: 2779.016846
	Iteration 44Q: 3 clusters Score -502224.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -502226.656250 Penalty: 2779.016846
	Iteration 45Q: 3 clusters Score -502226.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -502228.000000 Penalty: 2779.016846
	Iteration 46Q: 3 clusters Score -502228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -502229.781250 Penalty: 2779.016846
	Iteration 47Q: 3 clusters Score -502229.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -502229.968750 Penalty: 2779.016846
	Iteration 48Q: 3 clusters Score -502230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -502230.250000 Penalty: 2779.016846
	Iteration 49Q: 3 clusters Score -502230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -502231.406250 Penalty: 2779.016846
	Iteration 50Q: 3 clusters Score -502231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -502231.937500 Penalty: 2779.016846
	Iteration 51Q: 3 clusters Score -502231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -502231.937500 Penalty: 2779.016846
	Iteration 52F: 3 clusters Score -502231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -154098.781250 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -154098.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152202.390625 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -152202.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152577.531250 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -152577.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152703.562500 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -152703.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -152779.484375 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -152779.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152835.515625 Penalty: 2408.166016
	Iteration 4Q: 3 clusters Score -152835.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152888.000000 Penalty: 2408.166016
	Iteration 5Q: 3 clusters Score -152888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152946.140625 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -152946.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153021.687500 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -153021.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153120.218750 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -153120.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153210.359375 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -153210.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153313.359375 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -153313.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153458.125000 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -153458.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153564.890625 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -153564.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -153653.171875 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -153653.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153699.859375 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -153699.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153720.890625 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -153720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153729.093750 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -153729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153737.984375 Penalty: 2408.166016
	Iteration 17Q: 3 clusters Score -153738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153744.531250 Penalty: 2408.166016
	Iteration 18Q: 3 clusters Score -153744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153747.406250 Penalty: 2408.166016
	Iteration 19Q: 3 clusters Score -153747.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153749.984375 Penalty: 2408.166016
	Iteration 20F: 3 clusters Score -153750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153755.656250 Penalty: 2408.166016
	Iteration 21Q: 3 clusters Score -153755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153760.984375 Penalty: 2408.166016
	Iteration 22Q: 3 clusters Score -153761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -153762.921875 Penalty: 2408.166016
	Iteration 23Q: 3 clusters Score -153762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153763.515625 Penalty: 2408.166016
	Iteration 24Q: 3 clusters Score -153763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153763.515625 Penalty: 2408.166016
	Iteration 25F: 3 clusters Score -153763.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Entering Unmasked Estep 
Score: -1414111.375000 Penalty: 1556.498047
	Iteration 0F: 2 clusters Score -1414111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1404143.250000 Penalty: 3112.996094
	Iteration 0F: 3 clusters Score -1404143 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1407608.000000 Penalty: 3112.996094
	Iteration 1F: 3 clusters Score -1407608 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1407904.125000 Penalty: 3112.996094
	Iteration 2F: 3 clusters Score -1407904 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1408200.500000 Penalty: 3112.996094
	Iteration 3Q: 3 clusters Score -1408200 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1408509.125000 Penalty: 3112.996094
	Iteration 4Q: 3 clusters Score -1408509 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1408867.875000 Penalty: 3112.996094
	Iteration 5Q: 3 clusters Score -1408868 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1409304.000000 Penalty: 3112.996094
	Iteration 6F: 3 clusters Score -1409304 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1409825.000000 Penalty: 3112.996094
	Iteration 7F: 3 clusters Score -1409825 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1410403.875000 Penalty: 3112.996094
	Iteration 8F: 3 clusters Score -1410404 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1410938.000000 Penalty: 3112.996094
	Iteration 9F: 3 clusters Score -1410938 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1411439.875000 Penalty: 3112.996094
	Iteration 10Q: 3 clusters Score -1411440 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1411867.625000 Penalty: 3112.996094
	Iteration 11Q: 3 clusters Score -1411868 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1412121.250000 Penalty: 3112.996094
	Iteration 12Q: 3 clusters Score -1412121 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1412274.375000 Penalty: 3112.996094
	Iteration 13Q: 3 clusters Score -1412274 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1412367.500000 Penalty: 3112.996094
	Iteration 14Q: 3 clusters Score -1412368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1412437.125000 Penalty: 3112.996094
	Iteration 15Q: 3 clusters Score -1412437 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1412491.750000 Penalty: 3112.996094
	Iteration 16Q: 3 clusters Score -1412492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1412529.500000 Penalty: 3112.996094
	Iteration 17Q: 3 clusters Score -1412530 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1412574.000000 Penalty: 3112.996094
	Iteration 18Q: 3 clusters Score -1412574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1412630.250000 Penalty: 3112.996094
	Iteration 19Q: 3 clusters Score -1412630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1412676.500000 Penalty: 3112.996094
	Iteration 20F: 3 clusters Score -1412676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1412718.750000 Penalty: 3112.996094
	Iteration 21Q: 3 clusters Score -1412719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1412763.500000 Penalty: 3112.996094
	Iteration 22Q: 3 clusters Score -1412764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1412799.750000 Penalty: 3112.996094
	Iteration 23Q: 3 clusters Score -1412800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1412824.250000 Penalty: 3112.996094
	Iteration 24Q: 3 clusters Score -1412824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1412855.875000 Penalty: 3112.996094
	Iteration 25Q: 3 clusters Score -1412856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1412886.250000 Penalty: 3112.996094
	Iteration 26Q: 3 clusters Score -1412886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1412924.625000 Penalty: 3112.996094
	Iteration 27Q: 3 clusters Score -1412925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1412955.250000 Penalty: 3112.996094
	Iteration 28Q: 3 clusters Score -1412955 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1412987.125000 Penalty: 3112.996094
	Iteration 29Q: 3 clusters Score -1412987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1412997.500000 Penalty: 3112.996094
	Iteration 30Q: 3 clusters Score -1412998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1413008.500000 Penalty: 3112.996094
	Iteration 31Q: 3 clusters Score -1413008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1413021.625000 Penalty: 3112.996094
	Iteration 32Q: 3 clusters Score -1413022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1413029.250000 Penalty: 3112.996094
	Iteration 33Q: 3 clusters Score -1413029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1413038.500000 Penalty: 3112.996094
	Iteration 34Q: 3 clusters Score -1413038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1413046.250000 Penalty: 3112.996094
	Iteration 35Q: 3 clusters Score -1413046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1413054.875000 Penalty: 3112.996094
	Iteration 36Q: 3 clusters Score -1413055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1413064.375000 Penalty: 3112.996094
	Iteration 37Q: 3 clusters Score -1413064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1413071.250000 Penalty: 3112.996094
	Iteration 38Q: 3 clusters Score -1413071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1413076.875000 Penalty: 3112.996094
	Iteration 39Q: 3 clusters Score -1413077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1413077.125000 Penalty: 3112.996094
	Iteration 40F: 3 clusters Score -1413077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1413080.375000 Penalty: 3112.996094
	Iteration 41Q: 3 clusters Score -1413080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1413085.750000 Penalty: 3112.996094
	Iteration 42Q: 3 clusters Score -1413086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1413089.500000 Penalty: 3112.996094
	Iteration 43Q: 3 clusters Score -1413090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1413099.375000 Penalty: 3112.996094
	Iteration 44Q: 3 clusters Score -1413099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1413099.000000 Penalty: 3112.996094
	Iteration 45Q: 3 clusters Score -1413099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1413101.625000 Penalty: 3112.996094
	Iteration 46Q: 3 clusters Score -1413102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1413103.875000 Penalty: 3112.996094
	Iteration 47Q: 3 clusters Score -1413104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1413105.125000 Penalty: 3112.996094
	Iteration 48Q: 3 clusters Score -1413105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1413107.750000 Penalty: 3112.996094
	Iteration 49Q: 3 clusters Score -1413108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1413107.750000 Penalty: 3112.996094
	Iteration 50F: 3 clusters Score -1413108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -1173828.875000 Penalty: 1522.346191
	Iteration 0F: 2 clusters Score -1173829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1165586.125000 Penalty: 3044.692383
	Iteration 0F: 3 clusters Score -1165586 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1168383.000000 Penalty: 3044.692383
	Iteration 1F: 3 clusters Score -1168383 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1168730.000000 Penalty: 3044.692383
	Iteration 2F: 3 clusters Score -1168730 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1169085.750000 Penalty: 3044.692383
	Iteration 3F: 3 clusters Score -1169086 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1169493.000000 Penalty: 3044.692383
	Iteration 4F: 3 clusters Score -1169493 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1170005.250000 Penalty: 3044.692383
	Iteration 5F: 3 clusters Score -1170005 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1170646.375000 Penalty: 3044.692383
	Iteration 6F: 3 clusters Score -1170646 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1171269.625000 Penalty: 3044.692383
	Iteration 7F: 3 clusters Score -1171270 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1171793.375000 Penalty: 3044.692383
	Iteration 8Q: 3 clusters Score -1171793 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1172122.875000 Penalty: 3044.692383
	Iteration 9Q: 3 clusters Score -1172123 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1172294.250000 Penalty: 3044.692383
	Iteration 10Q: 3 clusters Score -1172294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1172383.375000 Penalty: 3044.692383
	Iteration 11Q: 3 clusters Score -1172383 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1172443.875000 Penalty: 3044.692383
	Iteration 12Q: 3 clusters Score -1172444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1172481.000000 Penalty: 3044.692383
	Iteration 13Q: 3 clusters Score -1172481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1172501.250000 Penalty: 3044.692383
	Iteration 14Q: 3 clusters Score -1172501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1172515.125000 Penalty: 3044.692383
	Iteration 15Q: 3 clusters Score -1172515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1172526.375000 Penalty: 3044.692383
	Iteration 16Q: 3 clusters Score -1172526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1172536.250000 Penalty: 3044.692383
	Iteration 17Q: 3 clusters Score -1172536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1172541.500000 Penalty: 3044.692383
	Iteration 18Q: 3 clusters Score -1172542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1172548.250000 Penalty: 3044.692383
	Iteration 19Q: 3 clusters Score -1172548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1172549.000000 Penalty: 3044.692383
	Iteration 20F: 3 clusters Score -1172549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1172553.250000 Penalty: 3044.692383
	Iteration 21Q: 3 clusters Score -1172553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1172555.500000 Penalty: 3044.692383
	Iteration 22Q: 3 clusters Score -1172556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1172556.875000 Penalty: 3044.692383
	Iteration 23Q: 3 clusters Score -1172557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1172559.500000 Penalty: 3044.692383
	Iteration 24Q: 3 clusters Score -1172560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1172559.500000 Penalty: 3044.692383
	Iteration 25F: 3 clusters Score -1172560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -129100.210938 Penalty: 1169.826294
	Iteration 0F: 2 clusters Score -129100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -127429.679688 Penalty: 2339.652588
	Iteration 0F: 3 clusters Score -127429.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127709.726562 Penalty: 2339.652588
	Iteration 1F: 3 clusters Score -127709.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -127786.093750 Penalty: 2339.652588
	Iteration 2F: 3 clusters Score -127786.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -127825.882812 Penalty: 2339.652588
	Iteration 3Q: 3 clusters Score -127825.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -127851.046875 Penalty: 2339.652588
	Iteration 4Q: 3 clusters Score -127851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -127862.609375 Penalty: 2339.652588
	Iteration 5Q: 3 clusters Score -127862.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127869.828125 Penalty: 2339.652588
	Iteration 6Q: 3 clusters Score -127869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127878.375000 Penalty: 2339.652588
	Iteration 7Q: 3 clusters Score -127878.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -127885.218750 Penalty: 2339.652588
	Iteration 8Q: 3 clusters Score -127885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -127893.851562 Penalty: 2339.652588
	Iteration 9Q: 3 clusters Score -127893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -127899.914062 Penalty: 2339.652588
	Iteration 10Q: 3 clusters Score -127899.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127907.359375 Penalty: 2339.652588
	Iteration 11Q: 3 clusters Score -127907.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127914.382812 Penalty: 2339.652588
	Iteration 12Q: 3 clusters Score -127914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -127920.601562 Penalty: 2339.652588
	Iteration 13Q: 3 clusters Score -127920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -127923.781250 Penalty: 2339.652588
	Iteration 14Q: 3 clusters Score -127923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127925.156250 Penalty: 2339.652588
	Iteration 15Q: 3 clusters Score -127925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127927.328125 Penalty: 2339.652588
	Iteration 16Q: 3 clusters Score -127927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -127930.710938 Penalty: 2339.652588
	Iteration 17Q: 3 clusters Score -127930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -127932.523438 Penalty: 2339.652588
	Iteration 18Q: 3 clusters Score -127932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -127934.867188 Penalty: 2339.652588
	Iteration 19Q: 3 clusters Score -127934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -127938.804688 Penalty: 2339.652588
	Iteration 20F: 3 clusters Score -127938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -127942.187500 Penalty: 2339.652588
	Iteration 21Q: 3 clusters Score -127942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127943.914062 Penalty: 2339.652588
	Iteration 22Q: 3 clusters Score -127943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127944.101562 Penalty: 2339.652588
	Iteration 23Q: 3 clusters Score -127944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127944.101562 Penalty: 2339.652588
	Iteration 24F: 3 clusters Score -127944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -568830.375000 Penalty: 1410.636719
	Iteration 0F: 2 clusters Score -568830.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -564298.375000 Penalty: 2821.273438
	Iteration 0F: 3 clusters Score -564298.4 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -565650.437500 Penalty: 2821.273438
	Iteration 1F: 3 clusters Score -565650.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -565821.000000 Penalty: 2821.273438
	Iteration 2F: 3 clusters Score -565821 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -565960.062500 Penalty: 2821.273438
	Iteration 3Q: 3 clusters Score -565960.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -566115.750000 Penalty: 2821.273438
	Iteration 4Q: 3 clusters Score -566115.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -566304.562500 Penalty: 2821.273438
	Iteration 5Q: 3 clusters Score -566304.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -566519.000000 Penalty: 2821.273438
	Iteration 6Q: 3 clusters Score -566519 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -566748.812500 Penalty: 2821.273438
	Iteration 7F: 3 clusters Score -566748.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -566976.250000 Penalty: 2821.273438
	Iteration 8Q: 3 clusters Score -566976.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -567171.437500 Penalty: 2821.273438
	Iteration 9Q: 3 clusters Score -567171.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -567317.000000 Penalty: 2821.273438
	Iteration 10Q: 3 clusters Score -567317 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -567437.312500 Penalty: 2821.273438
	Iteration 11Q: 3 clusters Score -567437.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -567535.875000 Penalty: 2821.273438
	Iteration 12Q: 3 clusters Score -567535.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -567607.812500 Penalty: 2821.273438
	Iteration 13Q: 3 clusters Score -567607.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -567679.000000 Penalty: 2821.273438
	Iteration 14Q: 3 clusters Score -567679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -567728.437500 Penalty: 2821.273438
	Iteration 15Q: 3 clusters Score -567728.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -567765.750000 Penalty: 2821.273438
	Iteration 16Q: 3 clusters Score -567765.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -567782.437500 Penalty: 2821.273438
	Iteration 17Q: 3 clusters Score -567782.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -567791.687500 Penalty: 2821.273438
	Iteration 18Q: 3 clusters Score -567791.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -567801.437500 Penalty: 2821.273438
	Iteration 19Q: 3 clusters Score -567801.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -567807.562500 Penalty: 2821.273438
	Iteration 20F: 3 clusters Score -567807.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -567810.687500 Penalty: 2821.273438
	Iteration 21Q: 3 clusters Score -567810.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -567814.375000 Penalty: 2821.273438
	Iteration 22Q: 3 clusters Score -567814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -567815.937500 Penalty: 2821.273438
	Iteration 23Q: 3 clusters Score -567815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -567816.500000 Penalty: 2821.273438
	Iteration 24Q: 3 clusters Score -567816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -567818.875000 Penalty: 2821.273438
	Iteration 25Q: 3 clusters Score -567818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -567819.687500 Penalty: 2821.273438
	Iteration 26Q: 3 clusters Score -567819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -567821.062500 Penalty: 2821.273438
	Iteration 27Q: 3 clusters Score -567821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -567822.062500 Penalty: 2821.273438
	Iteration 28Q: 3 clusters Score -567822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -567822.062500 Penalty: 2821.273438
	Iteration 29F: 3 clusters Score -567822.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -869702.937500 Penalty: 1475.796631
	Iteration 0F: 2 clusters Score -869702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -863279.500000 Penalty: 2951.593262
	Iteration 0F: 3 clusters Score -863279.5 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -865337.312500 Penalty: 2951.593262
	Iteration 1F: 3 clusters Score -865337.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -865673.937500 Penalty: 2951.593262
	Iteration 2F: 3 clusters Score -865673.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -865987.375000 Penalty: 2951.593262
	Iteration 3F: 3 clusters Score -865987.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -866326.625000 Penalty: 2951.593262
	Iteration 4F: 3 clusters Score -866326.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -866721.187500 Penalty: 2951.593262
	Iteration 5F: 3 clusters Score -866721.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -867125.562500 Penalty: 2951.593262
	Iteration 6F: 3 clusters Score -867125.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -867469.625000 Penalty: 2951.593262
	Iteration 7F: 3 clusters Score -867469.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -867745.562500 Penalty: 2951.593262
	Iteration 8Q: 3 clusters Score -867745.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -867966.187500 Penalty: 2951.593262
	Iteration 9Q: 3 clusters Score -867966.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -868182.312500 Penalty: 2951.593262
	Iteration 10Q: 3 clusters Score -868182.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -868315.687500 Penalty: 2951.593262
	Iteration 11Q: 3 clusters Score -868315.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -868419.750000 Penalty: 2951.593262
	Iteration 12Q: 3 clusters Score -868419.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -868487.812500 Penalty: 2951.593262
	Iteration 13Q: 3 clusters Score -868487.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -868541.750000 Penalty: 2951.593262
	Iteration 14Q: 3 clusters Score -868541.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -868565.000000 Penalty: 2951.593262
	Iteration 15Q: 3 clusters Score -868565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -868584.250000 Penalty: 2951.593262
	Iteration 16Q: 3 clusters Score -868584.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -868595.500000 Penalty: 2951.593262
	Iteration 17Q: 3 clusters Score -868595.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -868608.250000 Penalty: 2951.593262
	Iteration 18Q: 3 clusters Score -868608.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -868624.000000 Penalty: 2951.593262
	Iteration 19Q: 3 clusters Score -868624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -868640.125000 Penalty: 2951.593262
	Iteration 20F: 3 clusters Score -868640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -868647.250000 Penalty: 2951.593262
	Iteration 21Q: 3 clusters Score -868647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -868649.812500 Penalty: 2951.593262
	Iteration 22Q: 3 clusters Score -868649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -868650.125000 Penalty: 2951.593262
	Iteration 23Q: 3 clusters Score -868650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -868652.750000 Penalty: 2951.593262
	Iteration 24Q: 3 clusters Score -868652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -868657.125000 Penalty: 2951.593262
	Iteration 25Q: 3 clusters Score -868657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -868659.500000 Penalty: 2951.593262
	Iteration 26Q: 3 clusters Score -868659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -868661.312500 Penalty: 2951.593262
	Iteration 27Q: 3 clusters Score -868661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -868663.750000 Penalty: 2951.593262
	Iteration 28Q: 3 clusters Score -868663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -868666.000000 Penalty: 2951.593262
	Iteration 29Q: 3 clusters Score -868666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -868666.000000 Penalty: 2951.593262
	Iteration 30F: 3 clusters Score -868666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Entering Unmasked Estep 
Score: -1812607.375000 Penalty: 1594.730713
	Iteration 0F: 2 clusters Score -1812607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1800067.000000 Penalty: 3189.461426
	Iteration 0F: 3 clusters Score -1800067 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1804514.625000 Penalty: 3189.461426
	Iteration 1F: 3 clusters Score -1804515 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1804853.750000 Penalty: 3189.461426
	Iteration 2F: 3 clusters Score -1804854 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1805128.000000 Penalty: 3189.461426
	Iteration 3Q: 3 clusters Score -1805128 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1805392.250000 Penalty: 3189.461426
	Iteration 4Q: 3 clusters Score -1805392 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1805658.625000 Penalty: 3189.461426
	Iteration 5Q: 3 clusters Score -1805659 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1805918.125000 Penalty: 3189.461426
	Iteration 6Q: 3 clusters Score -1805918 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1806211.625000 Penalty: 3189.461426
	Iteration 7Q: 3 clusters Score -1806212 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1806589.250000 Penalty: 3189.461426
	Iteration 8Q: 3 clusters Score -1806589 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1806990.250000 Penalty: 3189.461426
	Iteration 9Q: 3 clusters Score -1806990 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1807408.125000 Penalty: 3189.461426
	Iteration 10Q: 3 clusters Score -1807408 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1807825.375000 Penalty: 3189.461426
	Iteration 11Q: 3 clusters Score -1807825 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1808151.375000 Penalty: 3189.461426
	Iteration 12Q: 3 clusters Score -1808151 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1808381.750000 Penalty: 3189.461426
	Iteration 13Q: 3 clusters Score -1808382 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1808493.875000 Penalty: 3189.461426
	Iteration 14Q: 3 clusters Score -1808494 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1808555.125000 Penalty: 3189.461426
	Iteration 15Q: 3 clusters Score -1808555 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1808600.500000 Penalty: 3189.461426
	Iteration 16Q: 3 clusters Score -1808600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1808620.000000 Penalty: 3189.461426
	Iteration 17Q: 3 clusters Score -1808620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1808639.625000 Penalty: 3189.461426
	Iteration 18Q: 3 clusters Score -1808640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1808660.875000 Penalty: 3189.461426
	Iteration 19Q: 3 clusters Score -1808661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1808685.750000 Penalty: 3189.461426
	Iteration 20F: 3 clusters Score -1808686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1808697.375000 Penalty: 3189.461426
	Iteration 21Q: 3 clusters Score -1808697 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1808719.875000 Penalty: 3189.461426
	Iteration 22Q: 3 clusters Score -1808720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1808736.250000 Penalty: 3189.461426
	Iteration 23Q: 3 clusters Score -1808736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1808746.625000 Penalty: 3189.461426
	Iteration 24Q: 3 clusters Score -1808747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1808751.000000 Penalty: 3189.461426
	Iteration 25Q: 3 clusters Score -1808751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1808766.750000 Penalty: 3189.461426
	Iteration 26Q: 3 clusters Score -1808767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1808781.750000 Penalty: 3189.461426
	Iteration 27Q: 3 clusters Score -1808782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7336 members 
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Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 7227 members 
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Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6989 members 
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Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 6869 members 
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Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1809147 nChanged 136
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Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1809169 nChanged 134
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Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 5413 members 
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Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4450 members 
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Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 3714 members 
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Mstep: Class 1 contains 14725 members 
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Mstep: Class 2 contains 3398 members 
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Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3243 members 
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Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 3088 members 
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Mstep: Class 1 contains 15339 members 
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Mstep: Class 2 contains 2811 members 
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Mstep: Class 1 contains 15764 members 
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Mstep: Class 1 contains 15877 members 
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Mstep: Class 1 contains 15977 members 
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Mstep: Class 1 contains 16072 members 
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Mstep: Class 1 contains 16160 members 
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Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 2032 members 
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	Iteration 69Q: 3 clusters Score -1810795 nChanged 100
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Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1932 members 
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	Iteration 70Q: 3 clusters Score -1810832 nChanged 93
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Mstep: Class 1 contains 16442 members 
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	Iteration 71Q: 3 clusters Score -1810874 nChanged 86
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Mstep: Class 1 contains 16528 members 
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	Iteration 72Q: 3 clusters Score -1810909 nChanged 88
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Mstep: Class 1 contains 16612 members 
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	Iteration 73Q: 3 clusters Score -1810935 nChanged 71
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Mstep: Class 1 contains 16679 members 
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	Iteration 74Q: 3 clusters Score -1810960 nChanged 62
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Mstep: Class 1 contains 16741 members 
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Mstep: Class 1 contains 16798 members 
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Mstep: Class 1 contains 16916 members 
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Mstep: Class 1 contains 17219 members 
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Mstep: Class 1 contains 17247 members 
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	Iteration 86Q: 3 clusters Score -1811197 nChanged 21
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Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1015 members 
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Mstep: Class 1 contains 17287 members 
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Mstep: Class 1 contains 17306 members 
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	Iteration 89Q: 3 clusters Score -1811218 nChanged 15
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Mstep: Class 1 contains 17319 members 
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	Iteration 90Q: 3 clusters Score -1811222 nChanged 11
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Mstep: Class 1 contains 17328 members 
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Entering Unmasked Estep 
Score: -1811223.625000 Penalty: 3189.461426
	Iteration 91Q: 3 clusters Score -1811224 nChanged 8
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Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1811226.625000 Penalty: 3189.461426
	Iteration 92Q: 3 clusters Score -1811227 nChanged 11
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Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1811232.500000 Penalty: 3189.461426
	Iteration 93Q: 3 clusters Score -1811232 nChanged 15
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Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1811238 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1811240 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1811246.625000 Penalty: 3189.461426
	Iteration 96Q: 3 clusters Score -1811247 nChanged 11
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Mstep: Class 1 contains 17406 members 
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	Iteration 97Q: 3 clusters Score -1811252 nChanged 14
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Mstep: Class 1 contains 17420 members 
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	Iteration 98Q: 3 clusters Score -1811253 nChanged 12
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Mstep: Class 1 contains 17432 members 
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	Iteration 99Q: 3 clusters Score -1811257 nChanged 16
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Mstep: Class 1 contains 17448 members 
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	Iteration 100F: 3 clusters Score -1811266 nChanged 18
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Mstep: Class 1 contains 17466 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1811272 nChanged 11
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Mstep: Class 1 contains 17477 members 
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	Iteration 102Q: 3 clusters Score -1811276 nChanged 10
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Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1811282 nChanged 5
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Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 791 members 
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	Iteration 104Q: 3 clusters Score -1811282 nChanged 3
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Mstep: Class 1 contains 17495 members 
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	Iteration 105Q: 3 clusters Score -1811285 nChanged 6
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Mstep: Class 1 contains 17499 members 
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	Iteration 106Q: 3 clusters Score -1811288 nChanged 9
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Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 775 members 
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	Iteration 107Q: 3 clusters Score -1811289 nChanged 8
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1811293 nChanged 7
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Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1811294 nChanged 9
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Mstep: Class 1 contains 17532 members 
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	Iteration 110Q: 3 clusters Score -1811296 nChanged 4
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Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1811296 nChanged 6
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	Iteration 112Q: 3 clusters Score -1811297 nChanged 6
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1811301 nChanged 8
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	Iteration 114Q: 3 clusters Score -1811305 nChanged 10
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	Iteration 115Q: 3 clusters Score -1811311 nChanged 8
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Mstep: Class 1 contains 17572 members 
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	Iteration 116Q: 3 clusters Score -1811316 nChanged 10
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1811321 nChanged 7
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Mstep: Class 1 contains 17589 members 
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Entering Unmasked Estep 
Score: -1811322.750000 Penalty: 3189.461426
	Iteration 118Q: 3 clusters Score -1811323 nChanged 8
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Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1811328.375000 Penalty: 3189.461426
	Iteration 119Q: 3 clusters Score -1811328 nChanged 8
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Mstep: Class 1 contains 17605 members 
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Entering Unmasked Estep 
Score: -1811332.750000 Penalty: 3189.461426
	Iteration 120F: 3 clusters Score -1811333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1811333.250000 Penalty: 3189.461426
	Iteration 121Q: 3 clusters Score -1811333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1811334.125000 Penalty: 3189.461426
	Iteration 122Q: 3 clusters Score -1811334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1811334.625000 Penalty: 3189.461426
	Iteration 123Q: 3 clusters Score -1811335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1811335.250000 Penalty: 3189.461426
	Iteration 124Q: 3 clusters Score -1811335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1811339.875000 Penalty: 3189.461426
	Iteration 125Q: 3 clusters Score -1811340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1811341.250000 Penalty: 3189.461426
	Iteration 126Q: 3 clusters Score -1811341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1811341.625000 Penalty: 3189.461426
	Iteration 127Q: 3 clusters Score -1811342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1811341.625000 Penalty: 3189.461426
	Iteration 128F: 3 clusters Score -1811342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -377405.250000 Penalty: 1346.723267
	Iteration 0F: 2 clusters Score -377405.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -374110.500000 Penalty: 2693.446533
	Iteration 0F: 3 clusters Score -374110.5 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -375035.406250 Penalty: 2693.446533
	Iteration 1F: 3 clusters Score -375035.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -375202.750000 Penalty: 2693.446533
	Iteration 2F: 3 clusters Score -375202.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -375320.750000 Penalty: 2693.446533
	Iteration 3F: 3 clusters Score -375320.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -375419.250000 Penalty: 2693.446533
	Iteration 4Q: 3 clusters Score -375419.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -375514.093750 Penalty: 2693.446533
	Iteration 5Q: 3 clusters Score -375514.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -375618.062500 Penalty: 2693.446533
	Iteration 6Q: 3 clusters Score -375618.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -375727.625000 Penalty: 2693.446533
	Iteration 7Q: 3 clusters Score -375727.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -375822.125000 Penalty: 2693.446533
	Iteration 8Q: 3 clusters Score -375822.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -375907.656250 Penalty: 2693.446533
	Iteration 9Q: 3 clusters Score -375907.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -375982.562500 Penalty: 2693.446533
	Iteration 10Q: 3 clusters Score -375982.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -376045.718750 Penalty: 2693.446533
	Iteration 11Q: 3 clusters Score -376045.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -376094.312500 Penalty: 2693.446533
	Iteration 12Q: 3 clusters Score -376094.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -376141.750000 Penalty: 2693.446533
	Iteration 13Q: 3 clusters Score -376141.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -376190.906250 Penalty: 2693.446533
	Iteration 14Q: 3 clusters Score -376190.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -376223.968750 Penalty: 2693.446533
	Iteration 15Q: 3 clusters Score -376224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -376250.125000 Penalty: 2693.446533
	Iteration 16Q: 3 clusters Score -376250.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -376273.281250 Penalty: 2693.446533
	Iteration 17Q: 3 clusters Score -376273.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -376294.968750 Penalty: 2693.446533
	Iteration 18Q: 3 clusters Score -376295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -376310.187500 Penalty: 2693.446533
	Iteration 19Q: 3 clusters Score -376310.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -376326.937500 Penalty: 2693.446533
	Iteration 20F: 3 clusters Score -376326.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -376337.250000 Penalty: 2693.446533
	Iteration 21Q: 3 clusters Score -376337.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -376349.500000 Penalty: 2693.446533
	Iteration 22Q: 3 clusters Score -376349.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -376362.750000 Penalty: 2693.446533
	Iteration 23Q: 3 clusters Score -376362.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -376375.000000 Penalty: 2693.446533
	Iteration 24Q: 3 clusters Score -376375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -376385.531250 Penalty: 2693.446533
	Iteration 25Q: 3 clusters Score -376385.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -376398.343750 Penalty: 2693.446533
	Iteration 26Q: 3 clusters Score -376398.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -376412.781250 Penalty: 2693.446533
	Iteration 27Q: 3 clusters Score -376412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -376427.656250 Penalty: 2693.446533
	Iteration 28Q: 3 clusters Score -376427.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -376435.250000 Penalty: 2693.446533
	Iteration 29Q: 3 clusters Score -376435.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -376438.625000 Penalty: 2693.446533
	Iteration 30Q: 3 clusters Score -376438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -376444.625000 Penalty: 2693.446533
	Iteration 31Q: 3 clusters Score -376444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -376446.781250 Penalty: 2693.446533
	Iteration 32Q: 3 clusters Score -376446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -376449.312500 Penalty: 2693.446533
	Iteration 33Q: 3 clusters Score -376449.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -376450.781250 Penalty: 2693.446533
	Iteration 34Q: 3 clusters Score -376450.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -376452.718750 Penalty: 2693.446533
	Iteration 35Q: 3 clusters Score -376452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -376454.437500 Penalty: 2693.446533
	Iteration 36Q: 3 clusters Score -376454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -376455.000000 Penalty: 2693.446533
	Iteration 37Q: 3 clusters Score -376455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -376455.000000 Penalty: 2693.446533
	Iteration 38F: 3 clusters Score -376455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -76622.296875 Penalty: 1109.841553
	Iteration 0F: 2 clusters Score -76622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75266.976562 Penalty: 2219.683105
	Iteration 0F: 3 clusters Score -75266.98 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75546.101562 Penalty: 2219.683105
	Iteration 1F: 3 clusters Score -75546.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75633.640625 Penalty: 2219.683105
	Iteration 2F: 3 clusters Score -75633.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75664.078125 Penalty: 2219.683105
	Iteration 3Q: 3 clusters Score -75664.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75695.156250 Penalty: 2219.683105
	Iteration 4Q: 3 clusters Score -75695.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75715.375000 Penalty: 2219.683105
	Iteration 5Q: 3 clusters Score -75715.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75739.734375 Penalty: 2219.683105
	Iteration 6Q: 3 clusters Score -75739.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75755.984375 Penalty: 2219.683105
	Iteration 7Q: 3 clusters Score -75755.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75767.398438 Penalty: 2219.683105
	Iteration 8Q: 3 clusters Score -75767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75777.617188 Penalty: 2219.683105
	Iteration 9Q: 3 clusters Score -75777.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75784.476562 Penalty: 2219.683105
	Iteration 10Q: 3 clusters Score -75784.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75795.750000 Penalty: 2219.683105
	Iteration 11Q: 3 clusters Score -75795.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75806.851562 Penalty: 2219.683105
	Iteration 12Q: 3 clusters Score -75806.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75811.804688 Penalty: 2219.683105
	Iteration 13Q: 3 clusters Score -75811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75815.789062 Penalty: 2219.683105
	Iteration 14Q: 3 clusters Score -75815.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75818.671875 Penalty: 2219.683105
	Iteration 15Q: 3 clusters Score -75818.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75821.398438 Penalty: 2219.683105
	Iteration 16Q: 3 clusters Score -75821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75822.570312 Penalty: 2219.683105
	Iteration 17Q: 3 clusters Score -75822.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75823.851562 Penalty: 2219.683105
	Iteration 18Q: 3 clusters Score -75823.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75823.851562 Penalty: 2219.683105
	Iteration 19F: 3 clusters Score -75823.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -624515.062500 Penalty: 1429.035889
	Iteration 0F: 2 clusters Score -624515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -619521.562500 Penalty: 2858.071777
	Iteration 0F: 3 clusters Score -619521.6 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -620924.687500 Penalty: 2858.071777
	Iteration 1F: 3 clusters Score -620924.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -621172.375000 Penalty: 2858.071777
	Iteration 2F: 3 clusters Score -621172.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -621396.187500 Penalty: 2858.071777
	Iteration 3F: 3 clusters Score -621396.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -621640.250000 Penalty: 2858.071777
	Iteration 4F: 3 clusters Score -621640.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -621905.937500 Penalty: 2858.071777
	Iteration 5F: 3 clusters Score -621905.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -622122.812500 Penalty: 2858.071777
	Iteration 6Q: 3 clusters Score -622122.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -622345.750000 Penalty: 2858.071777
	Iteration 7Q: 3 clusters Score -622345.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -622555.500000 Penalty: 2858.071777
	Iteration 8Q: 3 clusters Score -622555.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -622768.687500 Penalty: 2858.071777
	Iteration 9Q: 3 clusters Score -622768.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -622958.312500 Penalty: 2858.071777
	Iteration 10Q: 3 clusters Score -622958.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -623137.187500 Penalty: 2858.071777
	Iteration 11Q: 3 clusters Score -623137.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -623306.000000 Penalty: 2858.071777
	Iteration 12Q: 3 clusters Score -623306 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -623437.000000 Penalty: 2858.071777
	Iteration 13Q: 3 clusters Score -623437 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -623550.125000 Penalty: 2858.071777
	Iteration 14Q: 3 clusters Score -623550.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -623635.062500 Penalty: 2858.071777
	Iteration 15Q: 3 clusters Score -623635.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -623689.625000 Penalty: 2858.071777
	Iteration 16Q: 3 clusters Score -623689.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -623724.250000 Penalty: 2858.071777
	Iteration 17Q: 3 clusters Score -623724.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -623753.875000 Penalty: 2858.071777
	Iteration 18Q: 3 clusters Score -623753.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -623772.750000 Penalty: 2858.071777
	Iteration 19Q: 3 clusters Score -623772.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -623789.750000 Penalty: 2858.071777
	Iteration 20F: 3 clusters Score -623789.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -623799.000000 Penalty: 2858.071777
	Iteration 21Q: 3 clusters Score -623799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -623804.937500 Penalty: 2858.071777
	Iteration 22Q: 3 clusters Score -623804.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -623809.937500 Penalty: 2858.071777
	Iteration 23Q: 3 clusters Score -623809.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -623815.937500 Penalty: 2858.071777
	Iteration 24Q: 3 clusters Score -623815.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -623819.625000 Penalty: 2858.071777
	Iteration 25Q: 3 clusters Score -623819.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -623825.937500 Penalty: 2858.071777
	Iteration 26Q: 3 clusters Score -623825.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -623831.250000 Penalty: 2858.071777
	Iteration 27Q: 3 clusters Score -623831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -623831.937500 Penalty: 2858.071777
	Iteration 28Q: 3 clusters Score -623831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -623833.000000 Penalty: 2858.071777
	Iteration 29Q: 3 clusters Score -623833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -623834.562500 Penalty: 2858.071777
	Iteration 30Q: 3 clusters Score -623834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -623837.875000 Penalty: 2858.071777
	Iteration 31Q: 3 clusters Score -623837.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -623841.937500 Penalty: 2858.071777
	Iteration 32Q: 3 clusters Score -623841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -623844.562500 Penalty: 2858.071777
	Iteration 33Q: 3 clusters Score -623844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -623846.625000 Penalty: 2858.071777
	Iteration 34Q: 3 clusters Score -623846.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -623848.250000 Penalty: 2858.071777
	Iteration 35Q: 3 clusters Score -623848.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -623850.687500 Penalty: 2858.071777
	Iteration 36Q: 3 clusters Score -623850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -623851.500000 Penalty: 2858.071777
	Iteration 37Q: 3 clusters Score -623851.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -623851.312500 Penalty: 2858.071777
	Iteration 38Q: 3 clusters Score -623851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -623850.812500 Penalty: 2858.071777
	Iteration 39Q: 3 clusters Score -623850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -623851.312500 Penalty: 2858.071777
	Iteration 40F: 3 clusters Score -623851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -418474.093750 Penalty: 1374.058228
	Iteration 0F: 2 clusters Score -418474.1 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 2317 members 
Entering Unmasked Estep 
Score: -414686.375000 Penalty: 2748.116455
	Iteration 0F: 3 clusters Score -414686.4 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -415821.562500 Penalty: 2748.116455
	Iteration 1F: 3 clusters Score -415821.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -416064.156250 Penalty: 2748.116455
	Iteration 2F: 3 clusters Score -416064.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -416226.031250 Penalty: 2748.116455
	Iteration 3F: 3 clusters Score -416226 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -416372.187500 Penalty: 2748.116455
	Iteration 4Q: 3 clusters Score -416372.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -416492.125000 Penalty: 2748.116455
	Iteration 5Q: 3 clusters Score -416492.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -416566.406250 Penalty: 2748.116455
	Iteration 6Q: 3 clusters Score -416566.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -416625.875000 Penalty: 2748.116455
	Iteration 7Q: 3 clusters Score -416625.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -416668.812500 Penalty: 2748.116455
	Iteration 8Q: 3 clusters Score -416668.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -416711.000000 Penalty: 2748.116455
	Iteration 9Q: 3 clusters Score -416711 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -416748.593750 Penalty: 2748.116455
	Iteration 10Q: 3 clusters Score -416748.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -416767.875000 Penalty: 2748.116455
	Iteration 11Q: 3 clusters Score -416767.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -416783.562500 Penalty: 2748.116455
	Iteration 12Q: 3 clusters Score -416783.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -416801.562500 Penalty: 2748.116455
	Iteration 13Q: 3 clusters Score -416801.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -416817.281250 Penalty: 2748.116455
	Iteration 14Q: 3 clusters Score -416817.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -416834.156250 Penalty: 2748.116455
	Iteration 15Q: 3 clusters Score -416834.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -416845.562500 Penalty: 2748.116455
	Iteration 16Q: 3 clusters Score -416845.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -416854.656250 Penalty: 2748.116455
	Iteration 17Q: 3 clusters Score -416854.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -416862.875000 Penalty: 2748.116455
	Iteration 18Q: 3 clusters Score -416862.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -416869.968750 Penalty: 2748.116455
	Iteration 19Q: 3 clusters Score -416870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -416876.312500 Penalty: 2748.116455
	Iteration 20F: 3 clusters Score -416876.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -416880.156250 Penalty: 2748.116455
	Iteration 21Q: 3 clusters Score -416880.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -416883.750000 Penalty: 2748.116455
	Iteration 22Q: 3 clusters Score -416883.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -416888.000000 Penalty: 2748.116455
	Iteration 23Q: 3 clusters Score -416888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -416893.250000 Penalty: 2748.116455
	Iteration 24Q: 3 clusters Score -416893.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -416896.500000 Penalty: 2748.116455
	Iteration 25Q: 3 clusters Score -416896.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -416901.968750 Penalty: 2748.116455
	Iteration 26Q: 3 clusters Score -416902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -416906.312500 Penalty: 2748.116455
	Iteration 27Q: 3 clusters Score -416906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -416913.875000 Penalty: 2748.116455
	Iteration 28Q: 3 clusters Score -416913.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -416922.687500 Penalty: 2748.116455
	Iteration 29Q: 3 clusters Score -416922.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -416933.156250 Penalty: 2748.116455
	Iteration 30Q: 3 clusters Score -416933.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -416941.875000 Penalty: 2748.116455
	Iteration 31Q: 3 clusters Score -416941.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -416947.781250 Penalty: 2748.116455
	Iteration 32Q: 3 clusters Score -416947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -416953.875000 Penalty: 2748.116455
	Iteration 33Q: 3 clusters Score -416953.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -416957.531250 Penalty: 2748.116455
	Iteration 34Q: 3 clusters Score -416957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -416960.250000 Penalty: 2748.116455
	Iteration 35Q: 3 clusters Score -416960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -416963.750000 Penalty: 2748.116455
	Iteration 36Q: 3 clusters Score -416963.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -416968.281250 Penalty: 2748.116455
	Iteration 37Q: 3 clusters Score -416968.3 nChanged 11
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: -416970.375000 Penalty: 2748.116455
	Iteration 38Q: 3 clusters Score -416970.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -416975.875000 Penalty: 2748.116455
	Iteration 39Q: 3 clusters Score -416975.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -416979.125000 Penalty: 2748.116455
	Iteration 40F: 3 clusters Score -416979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -416980.687500 Penalty: 2748.116455
	Iteration 41Q: 3 clusters Score -416980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -416980.812500 Penalty: 2748.116455
	Iteration 42Q: 3 clusters Score -416980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -416980.812500 Penalty: 2748.116455
	Iteration 43F: 3 clusters Score -416980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (106431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Entering Unmasked Estep 
Score: -10550677.000000 Penalty: 1880.978516
	Iteration 0F: 2 clusters Score -1.055068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -10480153.000000 Penalty: 3761.957031
	Iteration 0F: 3 clusters Score -1.048015e+07 nChanged 50947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -10509787.000000 Penalty: 3761.957031
	Iteration 1F: 3 clusters Score -1.050979e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -10510464.000000 Penalty: 3761.957031
	Iteration 2Q: 3 clusters Score -1.051046e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -10511406.000000 Penalty: 3761.957031
	Iteration 3Q: 3 clusters Score -1.051141e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -10512600.000000 Penalty: 3761.957031
	Iteration 4Q: 3 clusters Score -1.05126e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -10514616.000000 Penalty: 3761.957031
	Iteration 5Q: 3 clusters Score -1.051462e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -10518304.000000 Penalty: 3761.957031
	Iteration 6F: 3 clusters Score -1.05183e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -10524267.000000 Penalty: 3761.957031
	Iteration 7F: 3 clusters Score -1.052427e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -10532198.000000 Penalty: 3761.957031
	Iteration 8F: 3 clusters Score -1.05322e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -10540087.000000 Penalty: 3761.957031
	Iteration 9F: 3 clusters Score -1.054009e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -10545280.000000 Penalty: 3761.957031
	Iteration 10F: 3 clusters Score -1.054528e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10547762.000000 Penalty: 3761.957031
	Iteration 11Q: 3 clusters Score -1.054776e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10548663.000000 Penalty: 3761.957031
	Iteration 12Q: 3 clusters Score -1.054866e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10549015.000000 Penalty: 3761.957031
	Iteration 13Q: 3 clusters Score -1.054902e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10549186.000000 Penalty: 3761.957031
	Iteration 14Q: 3 clusters Score -1.054919e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106086 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10549299.000000 Penalty: 3761.957031
	Iteration 15Q: 3 clusters Score -1.05493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10549335.000000 Penalty: 3761.957031
	Iteration 16Q: 3 clusters Score -1.054934e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10549351.000000 Penalty: 3761.957031
	Iteration 17Q: 3 clusters Score -1.054935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10549355.000000 Penalty: 3761.957031
	Iteration 18Q: 3 clusters Score -1.054936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10549359.000000 Penalty: 3761.957031
	Iteration 19Q: 3 clusters Score -1.054936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10549360.000000 Penalty: 3761.957031
	Iteration 20F: 3 clusters Score -1.054936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10549380.000000 Penalty: 3761.957031
	Iteration 21Q: 3 clusters Score -1.054938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106142 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10549386.000000 Penalty: 3761.957031
	Iteration 22Q: 3 clusters Score -1.054939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10549399.000000 Penalty: 3761.957031
	Iteration 23Q: 3 clusters Score -1.05494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10549396.000000 Penalty: 3761.957031
	Iteration 24Q: 3 clusters Score -1.05494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10549393.000000 Penalty: 3761.957031
	Iteration 25Q: 3 clusters Score -1.054939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10549392.000000 Penalty: 3761.957031
	Iteration 26Q: 3 clusters Score -1.054939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10549395.000000 Penalty: 3761.957031
	Iteration 27Q: 3 clusters Score -1.05494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10549395.000000 Penalty: 3761.957031
	Iteration 28F: 3 clusters Score -1.05494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -1409872.625000 Penalty: 1555.312988
	Iteration 0F: 2 clusters Score -1409873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1400049.375000 Penalty: 3110.625977
	Iteration 0F: 3 clusters Score -1400049 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1403353.750000 Penalty: 3110.625977
	Iteration 1F: 3 clusters Score -1403354 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1403598.125000 Penalty: 3110.625977
	Iteration 2F: 3 clusters Score -1403598 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1403786.125000 Penalty: 3110.625977
	Iteration 3Q: 3 clusters Score -1403786 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1403967.500000 Penalty: 3110.625977
	Iteration 4Q: 3 clusters Score -1403968 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1404140.250000 Penalty: 3110.625977
	Iteration 5Q: 3 clusters Score -1404140 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1404327.625000 Penalty: 3110.625977
	Iteration 6Q: 3 clusters Score -1404328 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1404583.750000 Penalty: 3110.625977
	Iteration 7Q: 3 clusters Score -1404584 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1404938.875000 Penalty: 3110.625977
	Iteration 8Q: 3 clusters Score -1404939 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1405401.625000 Penalty: 3110.625977
	Iteration 9Q: 3 clusters Score -1405402 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1405939.875000 Penalty: 3110.625977
	Iteration 10F: 3 clusters Score -1405940 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1406478.625000 Penalty: 3110.625977
	Iteration 11Q: 3 clusters Score -1406479 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1406919.625000 Penalty: 3110.625977
	Iteration 12Q: 3 clusters Score -1406920 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1407209.750000 Penalty: 3110.625977
	Iteration 13Q: 3 clusters Score -1407210 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1407418.250000 Penalty: 3110.625977
	Iteration 14Q: 3 clusters Score -1407418 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1407590.375000 Penalty: 3110.625977
	Iteration 15Q: 3 clusters Score -1407590 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1407697.375000 Penalty: 3110.625977
	Iteration 16Q: 3 clusters Score -1407697 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1407779.875000 Penalty: 3110.625977
	Iteration 17Q: 3 clusters Score -1407780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1407825.000000 Penalty: 3110.625977
	Iteration 18Q: 3 clusters Score -1407825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1407852.750000 Penalty: 3110.625977
	Iteration 19Q: 3 clusters Score -1407853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1407866.125000 Penalty: 3110.625977
	Iteration 20F: 3 clusters Score -1407866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1407884.750000 Penalty: 3110.625977
	Iteration 21Q: 3 clusters Score -1407885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1407893.375000 Penalty: 3110.625977
	Iteration 22Q: 3 clusters Score -1407893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1407906.875000 Penalty: 3110.625977
	Iteration 23Q: 3 clusters Score -1407907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1407914.625000 Penalty: 3110.625977
	Iteration 24Q: 3 clusters Score -1407915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1407920.625000 Penalty: 3110.625977
	Iteration 25Q: 3 clusters Score -1407921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1407926.625000 Penalty: 3110.625977
	Iteration 26Q: 3 clusters Score -1407927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1407935.500000 Penalty: 3110.625977
	Iteration 27Q: 3 clusters Score -1407936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1407935.875000 Penalty: 3110.625977
	Iteration 28Q: 3 clusters Score -1407936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1407940.125000 Penalty: 3110.625977
	Iteration 29Q: 3 clusters Score -1407940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1407945.625000 Penalty: 3110.625977
	Iteration 30Q: 3 clusters Score -1407946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1407947.875000 Penalty: 3110.625977
	Iteration 31Q: 3 clusters Score -1407948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1407950.000000 Penalty: 3110.625977
	Iteration 32Q: 3 clusters Score -1407950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1407954.375000 Penalty: 3110.625977
	Iteration 33Q: 3 clusters Score -1407954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1407956.000000 Penalty: 3110.625977
	Iteration 34Q: 3 clusters Score -1407956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1407955.375000 Penalty: 3110.625977
	Iteration 35Q: 3 clusters Score -1407955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1407955.250000 Penalty: 3110.625977
	Iteration 36Q: 3 clusters Score -1407955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1407955.250000 Penalty: 3110.625977
	Iteration 37Q: 3 clusters Score -1407955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1407957.375000 Penalty: 3110.625977
	Iteration 38Q: 3 clusters Score -1407957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1407956.000000 Penalty: 3110.625977
	Iteration 39Q: 3 clusters Score -1407956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1407956.625000 Penalty: 3110.625977
	Iteration 40F: 3 clusters Score -1407957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1407959.625000 Penalty: 3110.625977
	Iteration 41Q: 3 clusters Score -1407960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1407959.250000 Penalty: 3110.625977
	Iteration 42Q: 3 clusters Score -1407959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1407959.625000 Penalty: 3110.625977
	Iteration 43Q: 3 clusters Score -1407960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1407959.625000 Penalty: 3110.625977
	Iteration 44F: 3 clusters Score -1407960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -811430.750000 Penalty: 1479.468994
	Iteration 0F: 2 clusters Score -811430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -804840.625000 Penalty: 2958.937988
	Iteration 0F: 3 clusters Score -804840.6 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -807079.937500 Penalty: 2958.937988
	Iteration 1F: 3 clusters Score -807079.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -807417.625000 Penalty: 2958.937988
	Iteration 2F: 3 clusters Score -807417.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -807723.312500 Penalty: 2958.937988
	Iteration 3F: 3 clusters Score -807723.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -808030.125000 Penalty: 2958.937988
	Iteration 4F: 3 clusters Score -808030.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -808284.250000 Penalty: 2958.937988
	Iteration 5Q: 3 clusters Score -808284.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -808523.375000 Penalty: 2958.937988
	Iteration 6Q: 3 clusters Score -808523.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -808747.625000 Penalty: 2958.937988
	Iteration 7Q: 3 clusters Score -808747.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -808958.375000 Penalty: 2958.937988
	Iteration 8Q: 3 clusters Score -808958.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -809175.875000 Penalty: 2958.937988
	Iteration 9Q: 3 clusters Score -809175.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -809383.937500 Penalty: 2958.937988
	Iteration 10Q: 3 clusters Score -809383.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -809581.437500 Penalty: 2958.937988
	Iteration 11Q: 3 clusters Score -809581.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -809753.062500 Penalty: 2958.937988
	Iteration 12Q: 3 clusters Score -809753.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -809891.812500 Penalty: 2958.937988
	Iteration 13Q: 3 clusters Score -809891.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -810005.562500 Penalty: 2958.937988
	Iteration 14Q: 3 clusters Score -810005.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -810109.437500 Penalty: 2958.937988
	Iteration 15Q: 3 clusters Score -810109.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -810196.062500 Penalty: 2958.937988
	Iteration 16Q: 3 clusters Score -810196.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -810254.500000 Penalty: 2958.937988
	Iteration 17Q: 3 clusters Score -810254.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -810307.062500 Penalty: 2958.937988
	Iteration 18Q: 3 clusters Score -810307.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -810342.625000 Penalty: 2958.937988
	Iteration 19Q: 3 clusters Score -810342.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -810373.500000 Penalty: 2958.937988
	Iteration 20F: 3 clusters Score -810373.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -810395.750000 Penalty: 2958.937988
	Iteration 21Q: 3 clusters Score -810395.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -810407.937500 Penalty: 2958.937988
	Iteration 22Q: 3 clusters Score -810407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -810415.812500 Penalty: 2958.937988
	Iteration 23Q: 3 clusters Score -810415.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -810420.500000 Penalty: 2958.937988
	Iteration 24Q: 3 clusters Score -810420.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -810428.500000 Penalty: 2958.937988
	Iteration 25Q: 3 clusters Score -810428.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -810433.437500 Penalty: 2958.937988
	Iteration 26Q: 3 clusters Score -810433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -810436.250000 Penalty: 2958.937988
	Iteration 27Q: 3 clusters Score -810436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -810441.000000 Penalty: 2958.937988
	Iteration 28Q: 3 clusters Score -810441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -810443.875000 Penalty: 2958.937988
	Iteration 29Q: 3 clusters Score -810443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -810450.437500 Penalty: 2958.937988
	Iteration 30Q: 3 clusters Score -810450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -810456.000000 Penalty: 2958.937988
	Iteration 31Q: 3 clusters Score -810456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -810462.187500 Penalty: 2958.937988
	Iteration 32Q: 3 clusters Score -810462.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -810468.375000 Penalty: 2958.937988
	Iteration 33Q: 3 clusters Score -810468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -810469.812500 Penalty: 2958.937988
	Iteration 34Q: 3 clusters Score -810469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -810471.062500 Penalty: 2958.937988
	Iteration 35Q: 3 clusters Score -810471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -810473.687500 Penalty: 2958.937988
	Iteration 36Q: 3 clusters Score -810473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -810477.312500 Penalty: 2958.937988
	Iteration 37Q: 3 clusters Score -810477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -810477.312500 Penalty: 2958.937988
	Iteration 38Q: 3 clusters Score -810477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -810482.187500 Penalty: 2958.937988
	Iteration 39Q: 3 clusters Score -810482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -810483.625000 Penalty: 2958.937988
	Iteration 40F: 3 clusters Score -810483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -810484.875000 Penalty: 2958.937988
	Iteration 41Q: 3 clusters Score -810484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -810484.875000 Penalty: 2958.937988
	Iteration 42F: 3 clusters Score -810484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Entering Unmasked Estep 
Score: -2890746.250000 Penalty: 1669.477173
	Iteration 0F: 2 clusters Score -2890746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2871161.500000 Penalty: 3338.954346
	Iteration 0F: 3 clusters Score -2871162 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2878635.750000 Penalty: 3338.954346
	Iteration 1F: 3 clusters Score -2878636 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2879094.000000 Penalty: 3338.954346
	Iteration 2Q: 3 clusters Score -2879094 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2879582.250000 Penalty: 3338.954346
	Iteration 3Q: 3 clusters Score -2879582 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2880142.250000 Penalty: 3338.954346
	Iteration 4Q: 3 clusters Score -2880142 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2880816.750000 Penalty: 3338.954346
	Iteration 5Q: 3 clusters Score -2880817 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2881636.250000 Penalty: 3338.954346
	Iteration 6Q: 3 clusters Score -2881636 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2882587.500000 Penalty: 3338.954346
	Iteration 7F: 3 clusters Score -2882588 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2883634.000000 Penalty: 3338.954346
	Iteration 8F: 3 clusters Score -2883634 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2884332.250000 Penalty: 3338.954346
	Iteration 9Q: 3 clusters Score -2884332 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2884673.500000 Penalty: 3338.954346
	Iteration 10Q: 3 clusters Score -2884674 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2884827.500000 Penalty: 3338.954346
	Iteration 11Q: 3 clusters Score -2884828 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2884920.750000 Penalty: 3338.954346
	Iteration 12Q: 3 clusters Score -2884921 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2885000.250000 Penalty: 3338.954346
	Iteration 13Q: 3 clusters Score -2885000 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2885066.250000 Penalty: 3338.954346
	Iteration 14Q: 3 clusters Score -2885066 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2885145.250000 Penalty: 3338.954346
	Iteration 15Q: 3 clusters Score -2885145 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2885217.500000 Penalty: 3338.954346
	Iteration 16Q: 3 clusters Score -2885218 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2885291.000000 Penalty: 3338.954346
	Iteration 17Q: 3 clusters Score -2885291 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2885364.750000 Penalty: 3338.954346
	Iteration 18Q: 3 clusters Score -2885365 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2885439.250000 Penalty: 3338.954346
	Iteration 19Q: 3 clusters Score -2885439 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2885498.750000 Penalty: 3338.954346
	Iteration 20F: 3 clusters Score -2885499 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2885600.500000 Penalty: 3338.954346
	Iteration 21Q: 3 clusters Score -2885600 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2885712.250000 Penalty: 3338.954346
	Iteration 22Q: 3 clusters Score -2885712 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2885822.500000 Penalty: 3338.954346
	Iteration 23Q: 3 clusters Score -2885822 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2885967.500000 Penalty: 3338.954346
	Iteration 24Q: 3 clusters Score -2885968 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2886134.500000 Penalty: 3338.954346
	Iteration 25Q: 3 clusters Score -2886134 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2886301.250000 Penalty: 3338.954346
	Iteration 26Q: 3 clusters Score -2886301 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2886464.750000 Penalty: 3338.954346
	Iteration 27Q: 3 clusters Score -2886465 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2886662.250000 Penalty: 3338.954346
	Iteration 28Q: 3 clusters Score -2886662 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2886841.000000 Penalty: 3338.954346
	Iteration 29Q: 3 clusters Score -2886841 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2887022.500000 Penalty: 3338.954346
	Iteration 30Q: 3 clusters Score -2887022 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2887202.750000 Penalty: 3338.954346
	Iteration 31Q: 3 clusters Score -2887203 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2887367.250000 Penalty: 3338.954346
	Iteration 32Q: 3 clusters Score -2887367 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -2887506.500000 Penalty: 3338.954346
	Iteration 33Q: 3 clusters Score -2887506 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2887641.000000 Penalty: 3338.954346
	Iteration 34Q: 3 clusters Score -2887641 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2887746.250000 Penalty: 3338.954346
	Iteration 35Q: 3 clusters Score -2887746 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2887845.250000 Penalty: 3338.954346
	Iteration 36Q: 3 clusters Score -2887845 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2887948.500000 Penalty: 3338.954346
	Iteration 37Q: 3 clusters Score -2887948 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2888051.250000 Penalty: 3338.954346
	Iteration 38Q: 3 clusters Score -2888051 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2888158.000000 Penalty: 3338.954346
	Iteration 39Q: 3 clusters Score -2888158 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -2888265.750000 Penalty: 3338.954346
	Iteration 40F: 3 clusters Score -2888266 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2888372.250000 Penalty: 3338.954346
	Iteration 41Q: 3 clusters Score -2888372 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -2888491.250000 Penalty: 3338.954346
	Iteration 42Q: 3 clusters Score -2888491 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -2888576.500000 Penalty: 3338.954346
	Iteration 43Q: 3 clusters Score -2888576 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -2888668.000000 Penalty: 3338.954346
	Iteration 44Q: 3 clusters Score -2888668 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -2888731.000000 Penalty: 3338.954346
	Iteration 45Q: 3 clusters Score -2888731 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -2888776.500000 Penalty: 3338.954346
	Iteration 46Q: 3 clusters Score -2888776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -2888821.500000 Penalty: 3338.954346
	Iteration 47Q: 3 clusters Score -2888822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -2888873.750000 Penalty: 3338.954346
	Iteration 48Q: 3 clusters Score -2888874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -2888919.000000 Penalty: 3338.954346
	Iteration 49Q: 3 clusters Score -2888919 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -2888963.000000 Penalty: 3338.954346
	Iteration 50Q: 3 clusters Score -2888963 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2888987.000000 Penalty: 3338.954346
	Iteration 51Q: 3 clusters Score -2888987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -2889013.000000 Penalty: 3338.954346
	Iteration 52Q: 3 clusters Score -2889013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2889041.000000 Penalty: 3338.954346
	Iteration 53Q: 3 clusters Score -2889041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -2889074.500000 Penalty: 3338.954346
	Iteration 54Q: 3 clusters Score -2889074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2889117.000000 Penalty: 3338.954346
	Iteration 55Q: 3 clusters Score -2889117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -2889135.500000 Penalty: 3338.954346
	Iteration 56Q: 3 clusters Score -2889136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -2889152.750000 Penalty: 3338.954346
	Iteration 57Q: 3 clusters Score -2889153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -2889163.500000 Penalty: 3338.954346
	Iteration 58Q: 3 clusters Score -2889164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -2889183.000000 Penalty: 3338.954346
	Iteration 59Q: 3 clusters Score -2889183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -2889201.000000 Penalty: 3338.954346
	Iteration 60F: 3 clusters Score -2889201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -2889219.250000 Penalty: 3338.954346
	Iteration 61Q: 3 clusters Score -2889219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -2889224.750000 Penalty: 3338.954346
	Iteration 62Q: 3 clusters Score -2889225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -2889237.500000 Penalty: 3338.954346
	Iteration 63Q: 3 clusters Score -2889238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -2889255.250000 Penalty: 3338.954346
	Iteration 64Q: 3 clusters Score -2889255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -2889261.000000 Penalty: 3338.954346
	Iteration 65Q: 3 clusters Score -2889261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -2889264.750000 Penalty: 3338.954346
	Iteration 66Q: 3 clusters Score -2889265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -2889267.500000 Penalty: 3338.954346
	Iteration 67Q: 3 clusters Score -2889268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -2889273.250000 Penalty: 3338.954346
	Iteration 68Q: 3 clusters Score -2889273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -2889273.750000 Penalty: 3338.954346
	Iteration 69Q: 3 clusters Score -2889274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -2889278.250000 Penalty: 3338.954346
	Iteration 70Q: 3 clusters Score -2889278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -2889282.000000 Penalty: 3338.954346
	Iteration 71Q: 3 clusters Score -2889282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -2889285.750000 Penalty: 3338.954346
	Iteration 72Q: 3 clusters Score -2889286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2889289.750000 Penalty: 3338.954346
	Iteration 73Q: 3 clusters Score -2889290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -2889290.500000 Penalty: 3338.954346
	Iteration 74Q: 3 clusters Score -2889290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -2889290.000000 Penalty: 3338.954346
	Iteration 75Q: 3 clusters Score -2889290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -2889292.750000 Penalty: 3338.954346
	Iteration 76Q: 3 clusters Score -2889293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2889292.500000 Penalty: 3338.954346
	Iteration 77Q: 3 clusters Score -2889292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -2889292.500000 Penalty: 3338.954346
	Iteration 78F: 3 clusters Score -2889292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Entering Unmasked Estep 
Score: -1456219.375000 Penalty: 1562.568359
	Iteration 0F: 2 clusters Score -1456219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1445914.375000 Penalty: 3125.136719
	Iteration 0F: 3 clusters Score -1445914 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1449621.125000 Penalty: 3125.136719
	Iteration 1F: 3 clusters Score -1449621 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1449948.250000 Penalty: 3125.136719
	Iteration 2F: 3 clusters Score -1449948 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1450203.750000 Penalty: 3125.136719
	Iteration 3Q: 3 clusters Score -1450204 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1450451.375000 Penalty: 3125.136719
	Iteration 4Q: 3 clusters Score -1450451 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1450647.500000 Penalty: 3125.136719
	Iteration 5Q: 3 clusters Score -1450648 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1450831.375000 Penalty: 3125.136719
	Iteration 6Q: 3 clusters Score -1450831 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1451096.000000 Penalty: 3125.136719
	Iteration 7Q: 3 clusters Score -1451096 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1451455.375000 Penalty: 3125.136719
	Iteration 8Q: 3 clusters Score -1451455 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1451871.250000 Penalty: 3125.136719
	Iteration 9Q: 3 clusters Score -1451871 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1452257.875000 Penalty: 3125.136719
	Iteration 10Q: 3 clusters Score -1452258 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1452624.500000 Penalty: 3125.136719
	Iteration 11Q: 3 clusters Score -1452624 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1452963.500000 Penalty: 3125.136719
	Iteration 12Q: 3 clusters Score -1452964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1453288.125000 Penalty: 3125.136719
	Iteration 13Q: 3 clusters Score -1453288 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1453552.250000 Penalty: 3125.136719
	Iteration 14Q: 3 clusters Score -1453552 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1453782.500000 Penalty: 3125.136719
	Iteration 15Q: 3 clusters Score -1453782 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1453980.625000 Penalty: 3125.136719
	Iteration 16Q: 3 clusters Score -1453981 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1454153.000000 Penalty: 3125.136719
	Iteration 17Q: 3 clusters Score -1454153 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1454282.875000 Penalty: 3125.136719
	Iteration 18Q: 3 clusters Score -1454283 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1454389.875000 Penalty: 3125.136719
	Iteration 19Q: 3 clusters Score -1454390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1454483.000000 Penalty: 3125.136719
	Iteration 20F: 3 clusters Score -1454483 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1454552.750000 Penalty: 3125.136719
	Iteration 21Q: 3 clusters Score -1454553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1454611.500000 Penalty: 3125.136719
	Iteration 22Q: 3 clusters Score -1454612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1454655.000000 Penalty: 3125.136719
	Iteration 23Q: 3 clusters Score -1454655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1454695.875000 Penalty: 3125.136719
	Iteration 24Q: 3 clusters Score -1454696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1454720.625000 Penalty: 3125.136719
	Iteration 25Q: 3 clusters Score -1454721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1454743.125000 Penalty: 3125.136719
	Iteration 26Q: 3 clusters Score -1454743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1454776.125000 Penalty: 3125.136719
	Iteration 27Q: 3 clusters Score -1454776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1454796.750000 Penalty: 3125.136719
	Iteration 28Q: 3 clusters Score -1454797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1454817.250000 Penalty: 3125.136719
	Iteration 29Q: 3 clusters Score -1454817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1454837.375000 Penalty: 3125.136719
	Iteration 30Q: 3 clusters Score -1454837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1454849.750000 Penalty: 3125.136719
	Iteration 31Q: 3 clusters Score -1454850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1454861.500000 Penalty: 3125.136719
	Iteration 32Q: 3 clusters Score -1454862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1454869.250000 Penalty: 3125.136719
	Iteration 33Q: 3 clusters Score -1454869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1454876.500000 Penalty: 3125.136719
	Iteration 34Q: 3 clusters Score -1454876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1454886.375000 Penalty: 3125.136719
	Iteration 35Q: 3 clusters Score -1454886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1454890.125000 Penalty: 3125.136719
	Iteration 36Q: 3 clusters Score -1454890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1454892.125000 Penalty: 3125.136719
	Iteration 37Q: 3 clusters Score -1454892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1454896.500000 Penalty: 3125.136719
	Iteration 38Q: 3 clusters Score -1454896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1454898.625000 Penalty: 3125.136719
	Iteration 39Q: 3 clusters Score -1454899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1454905.250000 Penalty: 3125.136719
	Iteration 40F: 3 clusters Score -1454905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1454906.875000 Penalty: 3125.136719
	Iteration 41Q: 3 clusters Score -1454907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1454908.500000 Penalty: 3125.136719
	Iteration 42Q: 3 clusters Score -1454908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1454908.500000 Penalty: 3125.136719
	Iteration 43F: 3 clusters Score -1454908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Entering Unmasked Estep 
Score: -1288866.500000 Penalty: 1539.476929
	Iteration 0F: 2 clusters Score -1288866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1279686.250000 Penalty: 3078.953857
	Iteration 0F: 3 clusters Score -1279686 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1282844.125000 Penalty: 3078.953857
	Iteration 1F: 3 clusters Score -1282844 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1283053.750000 Penalty: 3078.953857
	Iteration 2F: 3 clusters Score -1283054 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1283217.375000 Penalty: 3078.953857
	Iteration 3Q: 3 clusters Score -1283217 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1283345.250000 Penalty: 3078.953857
	Iteration 4Q: 3 clusters Score -1283345 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1283457.500000 Penalty: 3078.953857
	Iteration 5Q: 3 clusters Score -1283458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1283575.000000 Penalty: 3078.953857
	Iteration 6Q: 3 clusters Score -1283575 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1283726.875000 Penalty: 3078.953857
	Iteration 7Q: 3 clusters Score -1283727 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1283913.125000 Penalty: 3078.953857
	Iteration 8Q: 3 clusters Score -1283913 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1284174.875000 Penalty: 3078.953857
	Iteration 9Q: 3 clusters Score -1284175 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1284550.750000 Penalty: 3078.953857
	Iteration 10Q: 3 clusters Score -1284551 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1285076.875000 Penalty: 3078.953857
	Iteration 11F: 3 clusters Score -1285077 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1285691.000000 Penalty: 3078.953857
	Iteration 12F: 3 clusters Score -1285691 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1286299.875000 Penalty: 3078.953857
	Iteration 13F: 3 clusters Score -1286300 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1286786.125000 Penalty: 3078.953857
	Iteration 14Q: 3 clusters Score -1286786 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1287124.875000 Penalty: 3078.953857
	Iteration 15Q: 3 clusters Score -1287125 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1287297.625000 Penalty: 3078.953857
	Iteration 16Q: 3 clusters Score -1287298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1287393.375000 Penalty: 3078.953857
	Iteration 17Q: 3 clusters Score -1287393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1287437.375000 Penalty: 3078.953857
	Iteration 18Q: 3 clusters Score -1287437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1287469.625000 Penalty: 3078.953857
	Iteration 19Q: 3 clusters Score -1287470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1287477.625000 Penalty: 3078.953857
	Iteration 20F: 3 clusters Score -1287478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1287479.875000 Penalty: 3078.953857
	Iteration 21Q: 3 clusters Score -1287480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1287483.500000 Penalty: 3078.953857
	Iteration 22Q: 3 clusters Score -1287484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1287486.000000 Penalty: 3078.953857
	Iteration 23Q: 3 clusters Score -1287486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1287486.000000 Penalty: 3078.953857
	Iteration 24F: 3 clusters Score -1287486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -9266.642578 Penalty: 773.853271
	Iteration 0F: 2 clusters Score -9266.643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8648.660156 Penalty: 1547.706543
	Iteration 0F: 3 clusters Score -8648.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8664.216797 Penalty: 1547.706543
	Iteration 1Q: 3 clusters Score -8664.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8664.216797 Penalty: 1547.706543
	Iteration 2F: 3 clusters Score -8664.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 125224 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15959 members 
Mstep: Class 5 contains 25431 members 
Mstep: Class 6 contains 6135 members 
Mstep: Class 7 contains 23651 members 
Mstep: Class 8 contains 21746 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14450 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 6595 members 
Mstep: Class 20 contains 4702 members 
Mstep: Class 21 contains 106431 members 
Mstep: Class 22 contains 14345 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 28961 members 
Mstep: Class 25 contains 15000 members 
Mstep: Class 26 contains 13013 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52412980.000000 Penalty: 57955.015625
Iteration 119Q: 28 clusters Score -5.241298e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 125225 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15954 members 
Mstep: Class 5 contains 25388 members 
Mstep: Class 6 contains 6134 members 
Mstep: Class 7 contains 23401 members 
Mstep: Class 8 contains 21752 members 
Mstep: Class 9 contains 5172 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14460 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5936 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18278 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 106438 members 
Mstep: Class 22 contains 14375 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 29113 members 
Mstep: Class 25 contains 14997 members 
Mstep: Class 26 contains 13009 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413004.000000 Penalty: 57955.015625
Iteration 120F: 28 clusters Score -5.2413e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 125221 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15951 members 
Mstep: Class 5 contains 25347 members 
Mstep: Class 6 contains 6132 members 
Mstep: Class 7 contains 23161 members 
Mstep: Class 8 contains 21752 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14467 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 5988 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 18275 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 6596 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 106467 members 
Mstep: Class 22 contains 14397 members 
Mstep: Class 23 contains 8995 members 
Mstep: Class 24 contains 29262 members 
Mstep: Class 25 contains 14995 members 
Mstep: Class 26 contains 13009 members 
Mstep: Class 27 contains 117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413136.000000 Penalty: 57955.015625
Iteration 121Q: 28 clusters Score -5.241314e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 125219 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15945 members 
Mstep: Class 5 contains 25309 members 
Mstep: Class 6 contains 6128 members 
Mstep: Class 7 contains 22921 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 5162 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14483 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6026 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18274 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 6596 members 
Mstep: Class 20 contains 4716 members 
Mstep: Class 21 contains 106486 members 
Mstep: Class 22 contains 14421 members 
Mstep: Class 23 contains 9005 members 
Mstep: Class 24 contains 29395 members 
Mstep: Class 25 contains 14991 members 
Mstep: Class 26 contains 13005 members 
Mstep: Class 27 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413120.000000 Penalty: 57955.015625
Iteration 122Q: 28 clusters Score -5.241312e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 125222 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15938 members 
Mstep: Class 5 contains 25280 members 
Mstep: Class 6 contains 6127 members 
Mstep: Class 7 contains 22672 members 
Mstep: Class 8 contains 21758 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 14493 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 18273 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 4723 members 
Mstep: Class 21 contains 106517 members 
Mstep: Class 22 contains 14448 members 
Mstep: Class 23 contains 9005 members 
Mstep: Class 24 contains 29535 members 
Mstep: Class 25 contains 14985 members 
Mstep: Class 26 contains 13001 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413184.000000 Penalty: 57955.015625
Iteration 123Q: 28 clusters Score -5.241318e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 125213 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15936 members 
Mstep: Class 5 contains 25256 members 
Mstep: Class 6 contains 6125 members 
Mstep: Class 7 contains 22440 members 
Mstep: Class 8 contains 21757 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14504 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 18277 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 4728 members 
Mstep: Class 21 contains 106528 members 
Mstep: Class 22 contains 14462 members 
Mstep: Class 23 contains 9014 members 
Mstep: Class 24 contains 29680 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 12996 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413180.000000 Penalty: 57955.015625
Iteration 124Q: 28 clusters Score -5.241318e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 125204 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15932 members 
Mstep: Class 5 contains 25241 members 
Mstep: Class 6 contains 6122 members 
Mstep: Class 7 contains 22245 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 5143 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14514 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 4724 members 
Mstep: Class 21 contains 106543 members 
Mstep: Class 22 contains 14470 members 
Mstep: Class 23 contains 9023 members 
Mstep: Class 24 contains 29813 members 
Mstep: Class 25 contains 14981 members 
Mstep: Class 26 contains 12993 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413144.000000 Penalty: 57955.015625
Iteration 125Q: 28 clusters Score -5.241314e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 125191 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15931 members 
Mstep: Class 5 contains 25217 members 
Mstep: Class 6 contains 6119 members 
Mstep: Class 7 contains 22018 members 
Mstep: Class 8 contains 21753 members 
Mstep: Class 9 contains 5134 members 
Mstep: Class 10 contains 1655 members 
Mstep: Class 11 contains 14522 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 18280 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 4728 members 
Mstep: Class 21 contains 106562 members 
Mstep: Class 22 contains 14480 members 
Mstep: Class 23 contains 9024 members 
Mstep: Class 24 contains 29991 members 
Mstep: Class 25 contains 14983 members 
Mstep: Class 26 contains 12990 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413204.000000 Penalty: 57955.015625
Iteration 126Q: 28 clusters Score -5.24132e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 125187 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15931 members 
Mstep: Class 5 contains 25191 members 
Mstep: Class 6 contains 6118 members 
Mstep: Class 7 contains 21790 members 
Mstep: Class 8 contains 21752 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14527 members 
Mstep: Class 12 contains 11710 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 18280 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 6597 members 
Mstep: Class 20 contains 4734 members 
Mstep: Class 21 contains 106583 members 
Mstep: Class 22 contains 14495 members 
Mstep: Class 23 contains 9019 members 
Mstep: Class 24 contains 30173 members 
Mstep: Class 25 contains 14980 members 
Mstep: Class 26 contains 12988 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413132.000000 Penalty: 57955.015625
Iteration 127Q: 28 clusters Score -5.241313e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 125189 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15928 members 
Mstep: Class 5 contains 25163 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 21522 members 
Mstep: Class 8 contains 21755 members 
Mstep: Class 9 contains 5107 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14533 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6270 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 18278 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 6598 members 
Mstep: Class 20 contains 4732 members 
Mstep: Class 21 contains 106623 members 
Mstep: Class 22 contains 14533 members 
Mstep: Class 23 contains 9021 members 
Mstep: Class 24 contains 30354 members 
Mstep: Class 25 contains 14976 members 
Mstep: Class 26 contains 12986 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413216.000000 Penalty: 57955.015625
Iteration 128Q: 28 clusters Score -5.241322e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 125184 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15925 members 
Mstep: Class 5 contains 25143 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 21237 members 
Mstep: Class 8 contains 21758 members 
Mstep: Class 9 contains 5098 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14537 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 8792 members 
Mstep: Class 16 contains 18281 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 6598 members 
Mstep: Class 20 contains 4729 members 
Mstep: Class 21 contains 106647 members 
Mstep: Class 22 contains 14573 members 
Mstep: Class 23 contains 9023 members 
Mstep: Class 24 contains 30547 members 
Mstep: Class 25 contains 14976 members 
Mstep: Class 26 contains 12985 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413264.000000 Penalty: 57955.015625
Iteration 129Q: 28 clusters Score -5.241326e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 125178 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15923 members 
Mstep: Class 5 contains 25116 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 20942 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 5091 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14542 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6340 members 
Mstep: Class 15 contains 8793 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 6598 members 
Mstep: Class 20 contains 4721 members 
Mstep: Class 21 contains 106695 members 
Mstep: Class 22 contains 14625 members 
Mstep: Class 23 contains 9029 members 
Mstep: Class 24 contains 30734 members 
Mstep: Class 25 contains 14970 members 
Mstep: Class 26 contains 12983 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413320.000000 Penalty: 57955.015625
Iteration 130Q: 28 clusters Score -5.241332e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 125180 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15921 members 
Mstep: Class 5 contains 25094 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 20628 members 
Mstep: Class 8 contains 21756 members 
Mstep: Class 9 contains 5076 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14549 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6370 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 6598 members 
Mstep: Class 20 contains 4720 members 
Mstep: Class 21 contains 106723 members 
Mstep: Class 22 contains 14654 members 
Mstep: Class 23 contains 9037 members 
Mstep: Class 24 contains 30960 members 
Mstep: Class 25 contains 14965 members 
Mstep: Class 26 contains 12978 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413264.000000 Penalty: 57955.015625
Iteration 131Q: 28 clusters Score -5.241326e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 125174 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15917 members 
Mstep: Class 5 contains 25066 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 20271 members 
Mstep: Class 8 contains 21759 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14559 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 6422 members 
Mstep: Class 15 contains 8796 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 6600 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 106767 members 
Mstep: Class 22 contains 14678 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 31208 members 
Mstep: Class 25 contains 14957 members 
Mstep: Class 26 contains 12974 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413368.000000 Penalty: 57955.015625
Iteration 132Q: 28 clusters Score -5.241337e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 125171 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15918 members 
Mstep: Class 5 contains 25042 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 19918 members 
Mstep: Class 8 contains 21754 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 10 contains 1653 members 
Mstep: Class 11 contains 14557 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 6471 members 
Mstep: Class 15 contains 8798 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 4748 members 
Mstep: Class 21 contains 106816 members 
Mstep: Class 22 contains 14696 members 
Mstep: Class 23 contains 9048 members 
Mstep: Class 24 contains 31446 members 
Mstep: Class 25 contains 14948 members 
Mstep: Class 26 contains 12974 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413556.000000 Penalty: 57955.015625
Iteration 133Q: 28 clusters Score -5.241356e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 125171 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15914 members 
Mstep: Class 5 contains 25018 members 
Mstep: Class 6 contains 6112 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 21758 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 1652 members 
Mstep: Class 11 contains 14563 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 6513 members 
Mstep: Class 15 contains 8798 members 
Mstep: Class 16 contains 18288 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 4758 members 
Mstep: Class 21 contains 106865 members 
Mstep: Class 22 contains 14724 members 
Mstep: Class 23 contains 9049 members 
Mstep: Class 24 contains 31688 members 
Mstep: Class 25 contains 14943 members 
Mstep: Class 26 contains 12974 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413644.000000 Penalty: 57955.015625
Iteration 134Q: 28 clusters Score -5.241364e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 125167 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15913 members 
Mstep: Class 5 contains 24990 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 21761 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14572 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 6556 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 4767 members 
Mstep: Class 21 contains 106895 members 
Mstep: Class 22 contains 14754 members 
Mstep: Class 23 contains 9056 members 
Mstep: Class 24 contains 31955 members 
Mstep: Class 25 contains 14940 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413804.000000 Penalty: 57955.015625
Iteration 135Q: 28 clusters Score -5.24138e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 125167 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15908 members 
Mstep: Class 5 contains 24961 members 
Mstep: Class 6 contains 6109 members 
Mstep: Class 7 contains 18822 members 
Mstep: Class 8 contains 21770 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14582 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 6590 members 
Mstep: Class 15 contains 8795 members 
Mstep: Class 16 contains 18298 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 918 members 
Mstep: Class 19 contains 6601 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 106932 members 
Mstep: Class 22 contains 14780 members 
Mstep: Class 23 contains 9061 members 
Mstep: Class 24 contains 32194 members 
Mstep: Class 25 contains 14932 members 
Mstep: Class 26 contains 12970 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413924.000000 Penalty: 57955.015625
Iteration 136Q: 28 clusters Score -5.241392e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 125166 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15905 members 
Mstep: Class 5 contains 24918 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 18460 members 
Mstep: Class 8 contains 21778 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14592 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18298 members 
Mstep: Class 17 contains 3967 members 
Mstep: Class 18 contains 917 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4776 members 
Mstep: Class 21 contains 106983 members 
Mstep: Class 22 contains 14811 members 
Mstep: Class 23 contains 9067 members 
Mstep: Class 24 contains 32436 members 
Mstep: Class 25 contains 14928 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413840.000000 Penalty: 57955.015625
Iteration 137Q: 28 clusters Score -5.241384e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 125168 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15898 members 
Mstep: Class 5 contains 24883 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 18124 members 
Mstep: Class 8 contains 21787 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14594 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 6643 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 915 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 107038 members 
Mstep: Class 22 contains 14855 members 
Mstep: Class 23 contains 9078 members 
Mstep: Class 24 contains 32645 members 
Mstep: Class 25 contains 14926 members 
Mstep: Class 26 contains 12969 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413944.000000 Penalty: 57955.015625
Iteration 138Q: 28 clusters Score -5.241394e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 125166 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15889 members 
Mstep: Class 5 contains 24852 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 17812 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14601 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 6663 members 
Mstep: Class 15 contains 8794 members 
Mstep: Class 16 contains 18304 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4772 members 
Mstep: Class 21 contains 107081 members 
Mstep: Class 22 contains 14882 members 
Mstep: Class 23 contains 9086 members 
Mstep: Class 24 contains 32871 members 
Mstep: Class 25 contains 14925 members 
Mstep: Class 26 contains 12966 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413988.000000 Penalty: 57955.015625
Iteration 139Q: 28 clusters Score -5.241399e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 125168 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15880 members 
Mstep: Class 5 contains 24827 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 17496 members 
Mstep: Class 8 contains 21801 members 
Mstep: Class 9 contains 4988 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14604 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 6676 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 107126 members 
Mstep: Class 22 contains 14921 members 
Mstep: Class 23 contains 9096 members 
Mstep: Class 24 contains 33091 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 12967 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414080.000000 Penalty: 57955.015625
Iteration 140F: 28 clusters Score -5.241408e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 125169 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15876 members 
Mstep: Class 5 contains 24795 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 17204 members 
Mstep: Class 8 contains 21801 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14608 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 6681 members 
Mstep: Class 15 contains 8792 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4783 members 
Mstep: Class 21 contains 107152 members 
Mstep: Class 22 contains 14943 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 33330 members 
Mstep: Class 25 contains 14915 members 
Mstep: Class 26 contains 12968 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414136.000000 Penalty: 57955.015625
Iteration 141Q: 28 clusters Score -5.241414e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 125162 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15872 members 
Mstep: Class 5 contains 24758 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 16916 members 
Mstep: Class 8 contains 21806 members 
Mstep: Class 9 contains 4963 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14627 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 6672 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 107198 members 
Mstep: Class 22 contains 14964 members 
Mstep: Class 23 contains 9114 members 
Mstep: Class 24 contains 33549 members 
Mstep: Class 25 contains 14910 members 
Mstep: Class 26 contains 12964 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414264.000000 Penalty: 57955.015625
Iteration 142Q: 28 clusters Score -5.241426e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 125162 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15866 members 
Mstep: Class 5 contains 24720 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 16672 members 
Mstep: Class 8 contains 21807 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 107215 members 
Mstep: Class 22 contains 14991 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 33741 members 
Mstep: Class 25 contains 14906 members 
Mstep: Class 26 contains 12966 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414192.000000 Penalty: 57955.015625
Iteration 143Q: 28 clusters Score -5.241419e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 125163 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15864 members 
Mstep: Class 5 contains 24694 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 16453 members 
Mstep: Class 8 contains 21808 members 
Mstep: Class 9 contains 4943 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14669 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 6652 members 
Mstep: Class 15 contains 8790 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 107224 members 
Mstep: Class 22 contains 15010 members 
Mstep: Class 23 contains 9116 members 
Mstep: Class 24 contains 33914 members 
Mstep: Class 25 contains 14908 members 
Mstep: Class 26 contains 12969 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414172.000000 Penalty: 57955.015625
Iteration 144Q: 28 clusters Score -5.241417e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 125166 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15859 members 
Mstep: Class 5 contains 24659 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 21811 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14688 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 8790 members 
Mstep: Class 16 contains 18325 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4793 members 
Mstep: Class 21 contains 107217 members 
Mstep: Class 22 contains 15032 members 
Mstep: Class 23 contains 9111 members 
Mstep: Class 24 contains 34083 members 
Mstep: Class 25 contains 14909 members 
Mstep: Class 26 contains 12967 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414256.000000 Penalty: 57955.015625
Iteration 145Q: 28 clusters Score -5.241426e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 125158 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15854 members 
Mstep: Class 5 contains 24632 members 
Mstep: Class 6 contains 6110 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14702 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 6639 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4797 members 
Mstep: Class 21 contains 107217 members 
Mstep: Class 22 contains 15053 members 
Mstep: Class 23 contains 9109 members 
Mstep: Class 24 contains 34248 members 
Mstep: Class 25 contains 14902 members 
Mstep: Class 26 contains 12971 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414332.000000 Penalty: 57955.015625
Iteration 146Q: 28 clusters Score -5.241433e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 125157 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15849 members 
Mstep: Class 5 contains 24595 members 
Mstep: Class 6 contains 6106 members 
Mstep: Class 7 contains 15911 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 4923 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14717 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 6625 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18328 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 107208 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 9116 members 
Mstep: Class 24 contains 34399 members 
Mstep: Class 25 contains 14899 members 
Mstep: Class 26 contains 12974 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414280.000000 Penalty: 57955.015625
Iteration 147Q: 28 clusters Score -5.241428e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 125151 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15845 members 
Mstep: Class 5 contains 24551 members 
Mstep: Class 6 contains 6104 members 
Mstep: Class 7 contains 15766 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 4921 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14721 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 18334 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4796 members 
Mstep: Class 21 contains 107197 members 
Mstep: Class 22 contains 15111 members 
Mstep: Class 23 contains 9119 members 
Mstep: Class 24 contains 34543 members 
Mstep: Class 25 contains 14893 members 
Mstep: Class 26 contains 12981 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414224.000000 Penalty: 57955.015625
Iteration 148Q: 28 clusters Score -5.241422e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 125150 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 24509 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 15655 members 
Mstep: Class 8 contains 21819 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14726 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 6596 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18333 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4799 members 
Mstep: Class 21 contains 107170 members 
Mstep: Class 22 contains 15127 members 
Mstep: Class 23 contains 9122 members 
Mstep: Class 24 contains 34669 members 
Mstep: Class 25 contains 14886 members 
Mstep: Class 26 contains 12984 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414196.000000 Penalty: 57955.015625
Iteration 149Q: 28 clusters Score -5.24142e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 125150 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15828 members 
Mstep: Class 5 contains 24472 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 21825 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14724 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 18333 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4804 members 
Mstep: Class 21 contains 107160 members 
Mstep: Class 22 contains 15140 members 
Mstep: Class 23 contains 9122 members 
Mstep: Class 24 contains 34781 members 
Mstep: Class 25 contains 14881 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414244.000000 Penalty: 57955.015625
Iteration 150Q: 28 clusters Score -5.241424e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 125151 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15820 members 
Mstep: Class 5 contains 24434 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 15435 members 
Mstep: Class 8 contains 21830 members 
Mstep: Class 9 contains 4909 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14731 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 18336 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4807 members 
Mstep: Class 21 contains 107154 members 
Mstep: Class 22 contains 15157 members 
Mstep: Class 23 contains 9121 members 
Mstep: Class 24 contains 34890 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 12990 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414312.000000 Penalty: 57955.015625
Iteration 151Q: 28 clusters Score -5.241431e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 125149 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15815 members 
Mstep: Class 5 contains 24399 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 15326 members 
Mstep: Class 8 contains 21839 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14738 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 6563 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 18338 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 107152 members 
Mstep: Class 22 contains 15176 members 
Mstep: Class 23 contains 9122 members 
Mstep: Class 24 contains 34991 members 
Mstep: Class 25 contains 14870 members 
Mstep: Class 26 contains 12988 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414372.000000 Penalty: 57955.015625
Iteration 152Q: 28 clusters Score -5.241437e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 125147 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15809 members 
Mstep: Class 5 contains 24353 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 15245 members 
Mstep: Class 8 contains 21843 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14737 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 6554 members 
Mstep: Class 15 contains 8785 members 
Mstep: Class 16 contains 18339 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 107147 members 
Mstep: Class 22 contains 15195 members 
Mstep: Class 23 contains 9126 members 
Mstep: Class 24 contains 35075 members 
Mstep: Class 25 contains 14862 members 
Mstep: Class 26 contains 12990 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414308.000000 Penalty: 57955.015625
Iteration 153Q: 28 clusters Score -5.241431e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 125145 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15802 members 
Mstep: Class 5 contains 24298 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 15158 members 
Mstep: Class 8 contains 21849 members 
Mstep: Class 9 contains 4902 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14742 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 6540 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 18341 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4804 members 
Mstep: Class 21 contains 107148 members 
Mstep: Class 22 contains 15219 members 
Mstep: Class 23 contains 9128 members 
Mstep: Class 24 contains 35153 members 
Mstep: Class 25 contains 14857 members 
Mstep: Class 26 contains 12990 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414220.000000 Penalty: 57955.015625
Iteration 154Q: 28 clusters Score -5.241422e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 125150 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15791 members 
Mstep: Class 5 contains 24232 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 15081 members 
Mstep: Class 8 contains 21852 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14746 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 6528 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18344 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 107155 members 
Mstep: Class 22 contains 15233 members 
Mstep: Class 23 contains 9127 members 
Mstep: Class 24 contains 35223 members 
Mstep: Class 25 contains 14850 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414204.000000 Penalty: 57955.015625
Iteration 155Q: 28 clusters Score -5.24142e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 125150 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15783 members 
Mstep: Class 5 contains 24162 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 15009 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14747 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 6521 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 18346 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 107148 members 
Mstep: Class 22 contains 15249 members 
Mstep: Class 23 contains 9130 members 
Mstep: Class 24 contains 35287 members 
Mstep: Class 25 contains 14850 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414236.000000 Penalty: 57955.015625
Iteration 156Q: 28 clusters Score -5.241424e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 125152 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15778 members 
Mstep: Class 5 contains 24094 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 14945 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14745 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 14 contains 6509 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18348 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4816 members 
Mstep: Class 21 contains 107138 members 
Mstep: Class 22 contains 15265 members 
Mstep: Class 23 contains 9132 members 
Mstep: Class 24 contains 35342 members 
Mstep: Class 25 contains 14848 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414244.000000 Penalty: 57955.015625
Iteration 157Q: 28 clusters Score -5.241424e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 125153 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15777 members 
Mstep: Class 5 contains 24026 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 8 contains 21859 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14749 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6493 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18349 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4820 members 
Mstep: Class 21 contains 107129 members 
Mstep: Class 22 contains 15282 members 
Mstep: Class 23 contains 9130 members 
Mstep: Class 24 contains 35398 members 
Mstep: Class 25 contains 14850 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414172.000000 Penalty: 57955.015625
Iteration 158Q: 28 clusters Score -5.241417e+07 nChanged 201
Entering ConstructFrom: 
Score: -52414172.000000 Penalty: 57955.015625
Entering ConstructFrom: 
Trying to split cluster 1 (56268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Entering Unmasked Estep 
Score: -5583865.500000 Penalty: 1777.405762
	Iteration 0F: 2 clusters Score -5583866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -5546153.500000 Penalty: 3554.811523
	Iteration 0F: 3 clusters Score -5546154 nChanged 26599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -5561401.500000 Penalty: 3554.811523
	Iteration 1F: 3 clusters Score -5561402 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -5562276.000000 Penalty: 3554.811523
	Iteration 2Q: 3 clusters Score -5562276 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5563480.500000 Penalty: 3554.811523
	Iteration 3Q: 3 clusters Score -5563480 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5564879.500000 Penalty: 3554.811523
	Iteration 4F: 3 clusters Score -5564880 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5566398.500000 Penalty: 3554.811523
	Iteration 5F: 3 clusters Score -5566398 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5568039.000000 Penalty: 3554.811523
	Iteration 6F: 3 clusters Score -5568039 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5569657.500000 Penalty: 3554.811523
	Iteration 7F: 3 clusters Score -5569658 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -5571302.500000 Penalty: 3554.811523
	Iteration 8F: 3 clusters Score -5571302 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5572676.500000 Penalty: 3554.811523
	Iteration 9Q: 3 clusters Score -5572676 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -5573763.500000 Penalty: 3554.811523
	Iteration 10Q: 3 clusters Score -5573764 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5574522.500000 Penalty: 3554.811523
	Iteration 11Q: 3 clusters Score -5574522 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5574948.000000 Penalty: 3554.811523
	Iteration 12Q: 3 clusters Score -5574948 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -5575224.500000 Penalty: 3554.811523
	Iteration 13Q: 3 clusters Score -5575224 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -5575430.000000 Penalty: 3554.811523
	Iteration 14Q: 3 clusters Score -5575430 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -5575606.000000 Penalty: 3554.811523
	Iteration 15Q: 3 clusters Score -5575606 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -5575813.000000 Penalty: 3554.811523
	Iteration 16Q: 3 clusters Score -5575813 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -5575989.500000 Penalty: 3554.811523
	Iteration 17Q: 3 clusters Score -5575990 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -5576106.000000 Penalty: 3554.811523
	Iteration 18Q: 3 clusters Score -5576106 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -5576220.000000 Penalty: 3554.811523
	Iteration 19Q: 3 clusters Score -5576220 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -5576368.500000 Penalty: 3554.811523
	Iteration 20F: 3 clusters Score -5576368 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -5576455.500000 Penalty: 3554.811523
	Iteration 21Q: 3 clusters Score -5576456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5576566.500000 Penalty: 3554.811523
	Iteration 22Q: 3 clusters Score -5576566 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -5576710.500000 Penalty: 3554.811523
	Iteration 23Q: 3 clusters Score -5576710 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -5576830.500000 Penalty: 3554.811523
	Iteration 24Q: 3 clusters Score -5576830 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -5576937.000000 Penalty: 3554.811523
	Iteration 25Q: 3 clusters Score -5576937 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5577031.500000 Penalty: 3554.811523
	Iteration 26Q: 3 clusters Score -5577032 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -5577185.000000 Penalty: 3554.811523
	Iteration 27Q: 3 clusters Score -5577185 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -5577314.000000 Penalty: 3554.811523
	Iteration 28Q: 3 clusters Score -5577314 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -5577501.000000 Penalty: 3554.811523
	Iteration 29Q: 3 clusters Score -5577501 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -5577739.000000 Penalty: 3554.811523
	Iteration 30Q: 3 clusters Score -5577739 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -5577914.500000 Penalty: 3554.811523
	Iteration 31Q: 3 clusters Score -5577914 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5578152.500000 Penalty: 3554.811523
	Iteration 32Q: 3 clusters Score -5578152 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -5578427.000000 Penalty: 3554.811523
	Iteration 33Q: 3 clusters Score -5578427 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5578759.000000 Penalty: 3554.811523
	Iteration 34Q: 3 clusters Score -5578759 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -5579132.000000 Penalty: 3554.811523
	Iteration 35Q: 3 clusters Score -5579132 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5579520.000000 Penalty: 3554.811523
	Iteration 36Q: 3 clusters Score -5579520 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -5579935.000000 Penalty: 3554.811523
	Iteration 37Q: 3 clusters Score -5579935 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -5580377.000000 Penalty: 3554.811523
	Iteration 38Q: 3 clusters Score -5580377 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -5580751.500000 Penalty: 3554.811523
	Iteration 39Q: 3 clusters Score -5580752 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -5581079.500000 Penalty: 3554.811523
	Iteration 40F: 3 clusters Score -5581080 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -5581346.000000 Penalty: 3554.811523
	Iteration 41Q: 3 clusters Score -5581346 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5581978 nChanged 311
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5582046 nChanged 235
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Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5582177 nChanged 199
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Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5582244 nChanged 186
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Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5582289 nChanged 166
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5582394 nChanged 116
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Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5582432 nChanged 105
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Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5582448 nChanged 114
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Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5582468 nChanged 134
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Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5582490 nChanged 115
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Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5582560 nChanged 68
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Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5582586 nChanged 73
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Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 53495 members 
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	Iteration 64Q: 3 clusters Score -5582596 nChanged 69
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Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5582603 nChanged 65
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Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 53623 members 
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	Iteration 66Q: 3 clusters Score -5582605 nChanged 51
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Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 53721 members 
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	Iteration 68Q: 3 clusters Score -5582637 nChanged 50
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5582645 nChanged 45
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Mstep: Class 1 contains 2456 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5582636 nChanged 38
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Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5582658 nChanged 43
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Mstep: Class 1 contains 2381 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5582658 nChanged 33
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Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 53920 members 
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	Iteration 73Q: 3 clusters Score -5582671 nChanged 24
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 53942 members 
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	Iteration 74Q: 3 clusters Score -5582665 nChanged 25
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Mstep: Class 1 contains 2301 members 
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	Iteration 75Q: 3 clusters Score -5582668 nChanged 31
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Mstep: Class 1 contains 2270 members 
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	Iteration 76Q: 3 clusters Score -5582670 nChanged 28
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Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 54026 members 
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	Iteration 77Q: 3 clusters Score -5582667 nChanged 25
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 54051 members 
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	Iteration 78Q: 3 clusters Score -5582660 nChanged 24
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Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 54075 members 
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	Iteration 79Q: 3 clusters Score -5582669 nChanged 27
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Mstep: Class 1 contains 2166 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5582680 nChanged 22
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Mstep: Class 1 contains 2146 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5582692 nChanged 16
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Mstep: Class 1 contains 2132 members 
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	Iteration 82Q: 3 clusters Score -5582690 nChanged 13
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Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5582709 nChanged 16
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Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5582708 nChanged 15
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Mstep: Class 1 contains 2096 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5582708 nChanged 16
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Mstep: Class 1 contains 2082 members 
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	Iteration 86Q: 3 clusters Score -5582706 nChanged 9
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Mstep: Class 1 contains 2075 members 
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	Iteration 87Q: 3 clusters Score -5582708 nChanged 13
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Mstep: Class 1 contains 2066 members 
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	Iteration 88Q: 3 clusters Score -5582708 nChanged 10
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Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 54212 members 
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	Iteration 89Q: 3 clusters Score -5582709 nChanged 6
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Mstep: Class 1 contains 2050 members 
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	Iteration 90Q: 3 clusters Score -5582711 nChanged 11
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Mstep: Class 1 contains 2041 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5582716 nChanged 5
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Mstep: Class 1 contains 2036 members 
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	Iteration 92Q: 3 clusters Score -5582712 nChanged 6
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Mstep: Class 1 contains 2030 members 
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	Iteration 93Q: 3 clusters Score -5582716 nChanged 4
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Mstep: Class 1 contains 2026 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5582720 nChanged 3
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Mstep: Class 1 contains 2023 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5582723 nChanged 5
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Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5582722 nChanged 5
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Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 54255 members 
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	Iteration 97Q: 3 clusters Score -5582723 nChanged 4
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Mstep: Class 1 contains 2009 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5582720 nChanged 2
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Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5582726 nChanged 1
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5582722 nChanged 3
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5582726 nChanged 3
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Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 54268 members 
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	Iteration 102Q: 3 clusters Score -5582726 nChanged 2
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 54270 members 
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	Iteration 103Q: 3 clusters Score -5582728 nChanged 2
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 54272 members 
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	Iteration 104Q: 3 clusters Score -5582729 nChanged 7
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Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5582726 nChanged 8
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Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 54287 members 
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	Iteration 106Q: 3 clusters Score -5582726 nChanged 6
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Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -5582717.000000 Penalty: 3554.811523
	Iteration 107Q: 3 clusters Score -5582717 nChanged 7
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Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5582723 nChanged 5
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Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -5582718.500000 Penalty: 3554.811523
	Iteration 109Q: 3 clusters Score -5582718 nChanged 6
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Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 54311 members 
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	Iteration 110Q: 3 clusters Score -5582724 nChanged 12
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Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 54321 members 
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Score: -5582732.500000 Penalty: 3554.811523
	Iteration 111Q: 3 clusters Score -5582732 nChanged 15
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Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 54336 members 
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Score: -5582739.000000 Penalty: 3554.811523
	Iteration 112Q: 3 clusters Score -5582739 nChanged 16
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Mstep: Class 1 contains 1916 members 
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Entering Unmasked Estep 
Score: -5582741.500000 Penalty: 3554.811523
	Iteration 113Q: 3 clusters Score -5582742 nChanged 15
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Mstep: Class 1 contains 1901 members 
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	Iteration 114Q: 3 clusters Score -5582742 nChanged 15
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Mstep: Class 1 contains 1890 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5582750 nChanged 21
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Mstep: Class 1 contains 1869 members 
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	Iteration 116Q: 3 clusters Score -5582748 nChanged 14
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Mstep: Class 1 contains 1857 members 
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	Iteration 117Q: 3 clusters Score -5582752 nChanged 18
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	Iteration 118Q: 3 clusters Score -5582758 nChanged 20
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	Iteration 119Q: 3 clusters Score -5582760 nChanged 30
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Mstep: Class 1 contains 1789 members 
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	Iteration 120F: 3 clusters Score -5582768 nChanged 29
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	Iteration 121Q: 3 clusters Score -5582778 nChanged 23
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	Iteration 122Q: 3 clusters Score -5582779 nChanged 28
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	Iteration 123Q: 3 clusters Score -5582788 nChanged 23
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Mstep: Class 1 contains 1692 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5582784 nChanged 26
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Mstep: Class 1 contains 1668 members 
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	Iteration 125Q: 3 clusters Score -5582788 nChanged 19
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Mstep: Class 1 contains 1649 members 
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	Iteration 126Q: 3 clusters Score -5582806 nChanged 18
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	Iteration 127Q: 3 clusters Score -5582800 nChanged 17
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	Iteration 128Q: 3 clusters Score -5582800 nChanged 25
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Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5582800 nChanged 21
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	Iteration 130Q: 3 clusters Score -5582804 nChanged 28
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	Iteration 131Q: 3 clusters Score -5582798 nChanged 27
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5582812 nChanged 20
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5582806 nChanged 13
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Mstep: Class 1 contains 1504 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5582804 nChanged 10
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Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -5582815.500000 Penalty: 3554.811523
	Iteration 135Q: 3 clusters Score -5582816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -5582822.000000 Penalty: 3554.811523
	Iteration 136Q: 3 clusters Score -5582822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -5582819.500000 Penalty: 3554.811523
	Iteration 137Q: 3 clusters Score -5582820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -5582824.000000 Penalty: 3554.811523
	Iteration 138Q: 3 clusters Score -5582824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -5582822.000000 Penalty: 3554.811523
	Iteration 139Q: 3 clusters Score -5582822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -5582819.000000 Penalty: 3554.811523
	Iteration 140F: 3 clusters Score -5582819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 54801 members 
Entering Unmasked Estep 
Score: -5582809.500000 Penalty: 3554.811523
	Iteration 141Q: 3 clusters Score -5582810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -5582820.500000 Penalty: 3554.811523
	Iteration 142Q: 3 clusters Score -5582820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -5582818.500000 Penalty: 3554.811523
	Iteration 143Q: 3 clusters Score -5582818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -5582821.000000 Penalty: 3554.811523
	Iteration 144Q: 3 clusters Score -5582821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -5582825.000000 Penalty: 3554.811523
	Iteration 145Q: 3 clusters Score -5582825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -5582822.500000 Penalty: 3554.811523
	Iteration 146Q: 3 clusters Score -5582822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -5582822.500000 Penalty: 3554.811523
	Iteration 147F: 3 clusters Score -5582822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125150 members 
Entering Unmasked Estep 
Score: -12414170.000000 Penalty: 1907.306152
	Iteration 0F: 2 clusters Score -1.241417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -12331619.000000 Penalty: 3814.612305
	Iteration 0F: 3 clusters Score -1.233162e+07 nChanged 60343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 65217 members 
Entering Unmasked Estep 
Score: -12367142.000000 Penalty: 3814.612305
	Iteration 1F: 3 clusters Score -1.236714e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -12368130.000000 Penalty: 3814.612305
	Iteration 2Q: 3 clusters Score -1.236813e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -12369406.000000 Penalty: 3814.612305
	Iteration 3Q: 3 clusters Score -1.236941e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -12371526.000000 Penalty: 3814.612305
	Iteration 4Q: 3 clusters Score -1.237153e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -12374969.000000 Penalty: 3814.612305
	Iteration 5F: 3 clusters Score -1.237497e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -12380391.000000 Penalty: 3814.612305
	Iteration 6F: 3 clusters Score -1.238039e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -12387384.000000 Penalty: 3814.612305
	Iteration 7F: 3 clusters Score -1.238738e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -12395051.000000 Penalty: 3814.612305
	Iteration 8F: 3 clusters Score -1.239505e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -12401088.000000 Penalty: 3814.612305
	Iteration 9F: 3 clusters Score -1.240109e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 111694 members 
Entering Unmasked Estep 
Score: -12404901.000000 Penalty: 3814.612305
	Iteration 10Q: 3 clusters Score -1.24049e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 114055 members 
Entering Unmasked Estep 
Score: -12406937.000000 Penalty: 3814.612305
	Iteration 11Q: 3 clusters Score -1.240694e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 115738 members 
Entering Unmasked Estep 
Score: -12408144.000000 Penalty: 3814.612305
	Iteration 12Q: 3 clusters Score -1.240814e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 117038 members 
Entering Unmasked Estep 
Score: -12409038.000000 Penalty: 3814.612305
	Iteration 13Q: 3 clusters Score -1.240904e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 118116 members 
Entering Unmasked Estep 
Score: -12409695.000000 Penalty: 3814.612305
	Iteration 14Q: 3 clusters Score -1.24097e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 119015 members 
Entering Unmasked Estep 
Score: -12410134.000000 Penalty: 3814.612305
	Iteration 15Q: 3 clusters Score -1.241013e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 119717 members 
Entering Unmasked Estep 
Score: -12410515.000000 Penalty: 3814.612305
	Iteration 16Q: 3 clusters Score -1.241052e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 120343 members 
Entering Unmasked Estep 
Score: -12410758.000000 Penalty: 3814.612305
	Iteration 17Q: 3 clusters Score -1.241076e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 120915 members 
Entering Unmasked Estep 
Score: -12410992.000000 Penalty: 3814.612305
	Iteration 18Q: 3 clusters Score -1.241099e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -12411279.000000 Penalty: 3814.612305
	Iteration 19Q: 3 clusters Score -1.241128e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 121871 members 
Entering Unmasked Estep 
Score: -12411519.000000 Penalty: 3814.612305
	Iteration 20F: 3 clusters Score -1.241152e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 122223 members 
Entering Unmasked Estep 
Score: -12411663.000000 Penalty: 3814.612305
	Iteration 21Q: 3 clusters Score -1.241166e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 122527 members 
Entering Unmasked Estep 
Score: -12411789.000000 Penalty: 3814.612305
	Iteration 22Q: 3 clusters Score -1.241179e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 122762 members 
Entering Unmasked Estep 
Score: -12411894.000000 Penalty: 3814.612305
	Iteration 23Q: 3 clusters Score -1.241189e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -12411969.000000 Penalty: 3814.612305
	Iteration 24Q: 3 clusters Score -1.241197e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -12412043.000000 Penalty: 3814.612305
	Iteration 25Q: 3 clusters Score -1.241204e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -12412101.000000 Penalty: 3814.612305
	Iteration 26Q: 3 clusters Score -1.24121e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 123407 members 
Entering Unmasked Estep 
Score: -12412154.000000 Penalty: 3814.612305
	Iteration 27Q: 3 clusters Score -1.241215e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 123506 members 
Entering Unmasked Estep 
Score: -12412193.000000 Penalty: 3814.612305
	Iteration 28Q: 3 clusters Score -1.241219e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 123591 members 
Entering Unmasked Estep 
Score: -12412247.000000 Penalty: 3814.612305
	Iteration 29Q: 3 clusters Score -1.241225e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -12412274.000000 Penalty: 3814.612305
	Iteration 30Q: 3 clusters Score -1.241227e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 123749 members 
Entering Unmasked Estep 
Score: -12412312.000000 Penalty: 3814.612305
	Iteration 31Q: 3 clusters Score -1.241231e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -12412347.000000 Penalty: 3814.612305
	Iteration 32Q: 3 clusters Score -1.241235e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 123889 members 
Entering Unmasked Estep 
Score: -12412349.000000 Penalty: 3814.612305
	Iteration 33Q: 3 clusters Score -1.241235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -12412349.000000 Penalty: 3814.612305
	Iteration 34Q: 3 clusters Score -1.241235e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -12412357.000000 Penalty: 3814.612305
	Iteration 35Q: 3 clusters Score -1.241236e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 123987 members 
Entering Unmasked Estep 
Score: -12412367.000000 Penalty: 3814.612305
	Iteration 36Q: 3 clusters Score -1.241237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 124017 members 
Entering Unmasked Estep 
Score: -12412384.000000 Penalty: 3814.612305
	Iteration 37Q: 3 clusters Score -1.241238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 124055 members 
Entering Unmasked Estep 
Score: -12412401.000000 Penalty: 3814.612305
	Iteration 38Q: 3 clusters Score -1.24124e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 124087 members 
Entering Unmasked Estep 
Score: -12412407.000000 Penalty: 3814.612305
	Iteration 39Q: 3 clusters Score -1.241241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -12412411.000000 Penalty: 3814.612305
	Iteration 40F: 3 clusters Score -1.241241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -12412406.000000 Penalty: 3814.612305
	Iteration 41Q: 3 clusters Score -1.241241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 124152 members 
Entering Unmasked Estep 
Score: -12412439.000000 Penalty: 3814.612305
	Iteration 42Q: 3 clusters Score -1.241244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -12412434.000000 Penalty: 3814.612305
	Iteration 43Q: 3 clusters Score -1.241243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -12412433.000000 Penalty: 3814.612305
	Iteration 44Q: 3 clusters Score -1.241243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 124204 members 
Entering Unmasked Estep 
Score: -12412443.000000 Penalty: 3814.612305
	Iteration 45Q: 3 clusters Score -1.241244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 124218 members 
Entering Unmasked Estep 
Score: -12412446.000000 Penalty: 3814.612305
	Iteration 46Q: 3 clusters Score -1.241245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -12412466.000000 Penalty: 3814.612305
	Iteration 47Q: 3 clusters Score -1.241247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 124249 members 
Entering Unmasked Estep 
Score: -12412476.000000 Penalty: 3814.612305
	Iteration 48Q: 3 clusters Score -1.241248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 124258 members 
Entering Unmasked Estep 
Score: -12412471.000000 Penalty: 3814.612305
	Iteration 49Q: 3 clusters Score -1.241247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 124267 members 
Entering Unmasked Estep 
Score: -12412476.000000 Penalty: 3814.612305
	Iteration 50Q: 3 clusters Score -1.241248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 124272 members 
Entering Unmasked Estep 
Score: -12412490.000000 Penalty: 3814.612305
	Iteration 51Q: 3 clusters Score -1.241249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 124273 members 
Entering Unmasked Estep 
Score: -12412494.000000 Penalty: 3814.612305
	Iteration 52Q: 3 clusters Score -1.241249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -12412484.000000 Penalty: 3814.612305
	Iteration 53Q: 3 clusters Score -1.241248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 124276 members 
Entering Unmasked Estep 
Score: -12412482.000000 Penalty: 3814.612305
	Iteration 54Q: 3 clusters Score -1.241248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -12412484.000000 Penalty: 3814.612305
	Iteration 55Q: 3 clusters Score -1.241248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -12412484.000000 Penalty: 3814.612305
	Iteration 56Q: 3 clusters Score -1.241248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -12412484.000000 Penalty: 3814.612305
	Iteration 57F: 3 clusters Score -1.241248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -213747.078125 Penalty: 1244.845093
	Iteration 0F: 2 clusters Score -213747.1 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 1064 members 
Entering Unmasked Estep 
Score: -211555.593750 Penalty: 2489.690186
	Iteration 0F: 3 clusters Score -211555.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -211988.031250 Penalty: 2489.690186
	Iteration 1F: 3 clusters Score -211988 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -212100.046875 Penalty: 2489.690186
	Iteration 2F: 3 clusters Score -212100 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -212190.406250 Penalty: 2489.690186
	Iteration 3F: 3 clusters Score -212190.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212248.734375 Penalty: 2489.690186
	Iteration 4Q: 3 clusters Score -212248.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212293.718750 Penalty: 2489.690186
	Iteration 5Q: 3 clusters Score -212293.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212322.015625 Penalty: 2489.690186
	Iteration 6Q: 3 clusters Score -212322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -212346.453125 Penalty: 2489.690186
	Iteration 7Q: 3 clusters Score -212346.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212368.406250 Penalty: 2489.690186
	Iteration 8Q: 3 clusters Score -212368.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212381.687500 Penalty: 2489.690186
	Iteration 9Q: 3 clusters Score -212381.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -212394.328125 Penalty: 2489.690186
	Iteration 10Q: 3 clusters Score -212394.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -212404.765625 Penalty: 2489.690186
	Iteration 11Q: 3 clusters Score -212404.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212415.843750 Penalty: 2489.690186
	Iteration 12Q: 3 clusters Score -212415.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -212430.156250 Penalty: 2489.690186
	Iteration 13Q: 3 clusters Score -212430.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -212441.625000 Penalty: 2489.690186
	Iteration 14Q: 3 clusters Score -212441.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -212451.546875 Penalty: 2489.690186
	Iteration 15Q: 3 clusters Score -212451.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -212459.515625 Penalty: 2489.690186
	Iteration 16Q: 3 clusters Score -212459.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -212468.953125 Penalty: 2489.690186
	Iteration 17Q: 3 clusters Score -212469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212479.578125 Penalty: 2489.690186
	Iteration 18Q: 3 clusters Score -212479.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -212491.281250 Penalty: 2489.690186
	Iteration 19Q: 3 clusters Score -212491.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -212496.265625 Penalty: 2489.690186
	Iteration 20F: 3 clusters Score -212496.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -212501.875000 Penalty: 2489.690186
	Iteration 21Q: 3 clusters Score -212501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212505.328125 Penalty: 2489.690186
	Iteration 22Q: 3 clusters Score -212505.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212509.062500 Penalty: 2489.690186
	Iteration 23Q: 3 clusters Score -212509.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -212516.109375 Penalty: 2489.690186
	Iteration 24Q: 3 clusters Score -212516.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -212524.609375 Penalty: 2489.690186
	Iteration 25Q: 3 clusters Score -212524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -212529.656250 Penalty: 2489.690186
	Iteration 26Q: 3 clusters Score -212529.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -212532.625000 Penalty: 2489.690186
	Iteration 27Q: 3 clusters Score -212532.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -212536.515625 Penalty: 2489.690186
	Iteration 28Q: 3 clusters Score -212536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212539.359375 Penalty: 2489.690186
	Iteration 29Q: 3 clusters Score -212539.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -212543.796875 Penalty: 2489.690186
	Iteration 30Q: 3 clusters Score -212543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -212546.125000 Penalty: 2489.690186
	Iteration 31Q: 3 clusters Score -212546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212547.953125 Penalty: 2489.690186
	Iteration 32Q: 3 clusters Score -212548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212549.656250 Penalty: 2489.690186
	Iteration 33Q: 3 clusters Score -212549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -212551.203125 Penalty: 2489.690186
	Iteration 34Q: 3 clusters Score -212551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -212553.156250 Penalty: 2489.690186
	Iteration 35Q: 3 clusters Score -212553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -212556.640625 Penalty: 2489.690186
	Iteration 36Q: 3 clusters Score -212556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -212559.828125 Penalty: 2489.690186
	Iteration 37Q: 3 clusters Score -212559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -212560.875000 Penalty: 2489.690186
	Iteration 38Q: 3 clusters Score -212560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -212561.843750 Penalty: 2489.690186
	Iteration 39Q: 3 clusters Score -212561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -212564.984375 Penalty: 2489.690186
	Iteration 40F: 3 clusters Score -212565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -212567.671875 Penalty: 2489.690186
	Iteration 41Q: 3 clusters Score -212567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -212568.812500 Penalty: 2489.690186
	Iteration 42Q: 3 clusters Score -212568.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -212569.187500 Penalty: 2489.690186
	Iteration 43Q: 3 clusters Score -212569.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -212569.187500 Penalty: 2489.690186
	Iteration 44F: 3 clusters Score -212569.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -1549049.875000 Penalty: 1570.754517
	Iteration 0F: 2 clusters Score -1549050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1538193.000000 Penalty: 3141.509033
	Iteration 0F: 3 clusters Score -1538193 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1541833.500000 Penalty: 3141.509033
	Iteration 1F: 3 clusters Score -1541834 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1542092.750000 Penalty: 3141.509033
	Iteration 2Q: 3 clusters Score -1542093 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1542284.500000 Penalty: 3141.509033
	Iteration 3Q: 3 clusters Score -1542284 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1542457.000000 Penalty: 3141.509033
	Iteration 4Q: 3 clusters Score -1542457 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1542602.000000 Penalty: 3141.509033
	Iteration 5Q: 3 clusters Score -1542602 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1542752.875000 Penalty: 3141.509033
	Iteration 6Q: 3 clusters Score -1542753 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1542920.750000 Penalty: 3141.509033
	Iteration 7Q: 3 clusters Score -1542921 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1543091.500000 Penalty: 3141.509033
	Iteration 8Q: 3 clusters Score -1543092 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1543288.750000 Penalty: 3141.509033
	Iteration 9Q: 3 clusters Score -1543289 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1543543.625000 Penalty: 3141.509033
	Iteration 10Q: 3 clusters Score -1543544 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1543851.000000 Penalty: 3141.509033
	Iteration 11Q: 3 clusters Score -1543851 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1544220.500000 Penalty: 3141.509033
	Iteration 12Q: 3 clusters Score -1544220 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1544681.500000 Penalty: 3141.509033
	Iteration 13Q: 3 clusters Score -1544682 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1545243.875000 Penalty: 3141.509033
	Iteration 14Q: 3 clusters Score -1545244 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1545860.500000 Penalty: 3141.509033
	Iteration 15Q: 3 clusters Score -1545860 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1546505.875000 Penalty: 3141.509033
	Iteration 16Q: 3 clusters Score -1546506 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1546979.625000 Penalty: 3141.509033
	Iteration 17Q: 3 clusters Score -1546980 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1547202.875000 Penalty: 3141.509033
	Iteration 18Q: 3 clusters Score -1547203 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1547321.125000 Penalty: 3141.509033
	Iteration 19Q: 3 clusters Score -1547321 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1547392.625000 Penalty: 3141.509033
	Iteration 20F: 3 clusters Score -1547393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1547444.375000 Penalty: 3141.509033
	Iteration 21Q: 3 clusters Score -1547444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1547484.250000 Penalty: 3141.509033
	Iteration 22Q: 3 clusters Score -1547484 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1547505.125000 Penalty: 3141.509033
	Iteration 23Q: 3 clusters Score -1547505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1547527.125000 Penalty: 3141.509033
	Iteration 24Q: 3 clusters Score -1547527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1547540.875000 Penalty: 3141.509033
	Iteration 25Q: 3 clusters Score -1547541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1547551.625000 Penalty: 3141.509033
	Iteration 26Q: 3 clusters Score -1547552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1547554.750000 Penalty: 3141.509033
	Iteration 27Q: 3 clusters Score -1547555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1547557.375000 Penalty: 3141.509033
	Iteration 28Q: 3 clusters Score -1547557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1547567.125000 Penalty: 3141.509033
	Iteration 29Q: 3 clusters Score -1547567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1547573.875000 Penalty: 3141.509033
	Iteration 30Q: 3 clusters Score -1547574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1547581.625000 Penalty: 3141.509033
	Iteration 31Q: 3 clusters Score -1547582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1547585.750000 Penalty: 3141.509033
	Iteration 32Q: 3 clusters Score -1547586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1547586.625000 Penalty: 3141.509033
	Iteration 33Q: 3 clusters Score -1547587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1547590.750000 Penalty: 3141.509033
	Iteration 34Q: 3 clusters Score -1547591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1547595.500000 Penalty: 3141.509033
	Iteration 35Q: 3 clusters Score -1547596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1547601.375000 Penalty: 3141.509033
	Iteration 36Q: 3 clusters Score -1547601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1547602.500000 Penalty: 3141.509033
	Iteration 37Q: 3 clusters Score -1547602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1547601.625000 Penalty: 3141.509033
	Iteration 38Q: 3 clusters Score -1547602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1547603.250000 Penalty: 3141.509033
	Iteration 39Q: 3 clusters Score -1547603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1547606.500000 Penalty: 3141.509033
	Iteration 40F: 3 clusters Score -1547606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1547612.625000 Penalty: 3141.509033
	Iteration 41Q: 3 clusters Score -1547613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1547613.500000 Penalty: 3141.509033
	Iteration 42Q: 3 clusters Score -1547614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1547618.625000 Penalty: 3141.509033
	Iteration 43Q: 3 clusters Score -1547619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1547618.500000 Penalty: 3141.509033
	Iteration 44Q: 3 clusters Score -1547618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1547619.375000 Penalty: 3141.509033
	Iteration 45Q: 3 clusters Score -1547619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1547621.500000 Penalty: 3141.509033
	Iteration 46Q: 3 clusters Score -1547622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1547626.500000 Penalty: 3141.509033
	Iteration 47Q: 3 clusters Score -1547626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1547629.250000 Penalty: 3141.509033
	Iteration 48Q: 3 clusters Score -1547629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1547635.250000 Penalty: 3141.509033
	Iteration 49Q: 3 clusters Score -1547635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1547636.750000 Penalty: 3141.509033
	Iteration 50Q: 3 clusters Score -1547637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1547638.750000 Penalty: 3141.509033
	Iteration 51Q: 3 clusters Score -1547639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1547643.875000 Penalty: 3141.509033
	Iteration 52Q: 3 clusters Score -1547644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1547644.875000 Penalty: 3141.509033
	Iteration 53Q: 3 clusters Score -1547645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1547649.625000 Penalty: 3141.509033
	Iteration 54Q: 3 clusters Score -1547650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1547652.000000 Penalty: 3141.509033
	Iteration 55Q: 3 clusters Score -1547652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1547650.750000 Penalty: 3141.509033
	Iteration 56Q: 3 clusters Score -1547651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1547653.250000 Penalty: 3141.509033
	Iteration 57Q: 3 clusters Score -1547653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1547652.375000 Penalty: 3141.509033
	Iteration 58Q: 3 clusters Score -1547652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1547655.125000 Penalty: 3141.509033
	Iteration 59Q: 3 clusters Score -1547655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1547659.625000 Penalty: 3141.509033
	Iteration 60F: 3 clusters Score -1547660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1547658.000000 Penalty: 3141.509033
	Iteration 61Q: 3 clusters Score -1547658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1547661.625000 Penalty: 3141.509033
	Iteration 62Q: 3 clusters Score -1547662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1547661.750000 Penalty: 3141.509033
	Iteration 63Q: 3 clusters Score -1547662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1547663.500000 Penalty: 3141.509033
	Iteration 64Q: 3 clusters Score -1547664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1547665.000000 Penalty: 3141.509033
	Iteration 65Q: 3 clusters Score -1547665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1547663.125000 Penalty: 3141.509033
	Iteration 66Q: 3 clusters Score -1547663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1547662.250000 Penalty: 3141.509033
	Iteration 67Q: 3 clusters Score -1547662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1547665.875000 Penalty: 3141.509033
	Iteration 68Q: 3 clusters Score -1547666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1547664.375000 Penalty: 3141.509033
	Iteration 69Q: 3 clusters Score -1547664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1547663.500000 Penalty: 3141.509033
	Iteration 70Q: 3 clusters Score -1547664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1547663.500000 Penalty: 3141.509033
	Iteration 71F: 3 clusters Score -1547664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Entering Unmasked Estep 
Score: -2424022.250000 Penalty: 1638.727173
	Iteration 0F: 2 clusters Score -2424022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2407608.750000 Penalty: 3277.454346
	Iteration 0F: 3 clusters Score -2407609 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2413663.000000 Penalty: 3277.454346
	Iteration 1F: 3 clusters Score -2413663 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2414053.750000 Penalty: 3277.454346
	Iteration 2Q: 3 clusters Score -2414054 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2414486.750000 Penalty: 3277.454346
	Iteration 3Q: 3 clusters Score -2414487 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2414983.750000 Penalty: 3277.454346
	Iteration 4Q: 3 clusters Score -2414984 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2415635.250000 Penalty: 3277.454346
	Iteration 5Q: 3 clusters Score -2415635 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2416396.750000 Penalty: 3277.454346
	Iteration 6Q: 3 clusters Score -2416397 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2417254.250000 Penalty: 3277.454346
	Iteration 7F: 3 clusters Score -2417254 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2418060.250000 Penalty: 3277.454346
	Iteration 8F: 3 clusters Score -2418060 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2418744.000000 Penalty: 3277.454346
	Iteration 9Q: 3 clusters Score -2418744 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2419310.750000 Penalty: 3277.454346
	Iteration 10Q: 3 clusters Score -2419311 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2419736.750000 Penalty: 3277.454346
	Iteration 11Q: 3 clusters Score -2419737 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2420113.250000 Penalty: 3277.454346
	Iteration 12Q: 3 clusters Score -2420113 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2420461.500000 Penalty: 3277.454346
	Iteration 13Q: 3 clusters Score -2420462 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2420767.250000 Penalty: 3277.454346
	Iteration 14Q: 3 clusters Score -2420767 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2421056.000000 Penalty: 3277.454346
	Iteration 15Q: 3 clusters Score -2421056 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2421325.000000 Penalty: 3277.454346
	Iteration 16Q: 3 clusters Score -2421325 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2421538.000000 Penalty: 3277.454346
	Iteration 17Q: 3 clusters Score -2421538 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2421734.500000 Penalty: 3277.454346
	Iteration 18Q: 3 clusters Score -2421734 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2421894.500000 Penalty: 3277.454346
	Iteration 19Q: 3 clusters Score -2421894 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2422034.750000 Penalty: 3277.454346
	Iteration 20F: 3 clusters Score -2422035 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2422157.250000 Penalty: 3277.454346
	Iteration 21Q: 3 clusters Score -2422157 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2422248.250000 Penalty: 3277.454346
	Iteration 22Q: 3 clusters Score -2422248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -2422304.250000 Penalty: 3277.454346
	Iteration 23Q: 3 clusters Score -2422304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2422357.000000 Penalty: 3277.454346
	Iteration 24Q: 3 clusters Score -2422357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2422415.000000 Penalty: 3277.454346
	Iteration 25Q: 3 clusters Score -2422415 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2422457.500000 Penalty: 3277.454346
	Iteration 26Q: 3 clusters Score -2422458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2422495.500000 Penalty: 3277.454346
	Iteration 27Q: 3 clusters Score -2422496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2422526.500000 Penalty: 3277.454346
	Iteration 28Q: 3 clusters Score -2422526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2422546.250000 Penalty: 3277.454346
	Iteration 29Q: 3 clusters Score -2422546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2422568.250000 Penalty: 3277.454346
	Iteration 30Q: 3 clusters Score -2422568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2422580.000000 Penalty: 3277.454346
	Iteration 31Q: 3 clusters Score -2422580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2422593.750000 Penalty: 3277.454346
	Iteration 32Q: 3 clusters Score -2422594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -2422601.500000 Penalty: 3277.454346
	Iteration 33Q: 3 clusters Score -2422602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2422610.750000 Penalty: 3277.454346
	Iteration 34Q: 3 clusters Score -2422611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2422615.500000 Penalty: 3277.454346
	Iteration 35Q: 3 clusters Score -2422616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2422624.500000 Penalty: 3277.454346
	Iteration 36Q: 3 clusters Score -2422624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2422630.000000 Penalty: 3277.454346
	Iteration 37Q: 3 clusters Score -2422630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -2422631.750000 Penalty: 3277.454346
	Iteration 38Q: 3 clusters Score -2422632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2422633.250000 Penalty: 3277.454346
	Iteration 39Q: 3 clusters Score -2422633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2422633.000000 Penalty: 3277.454346
	Iteration 40F: 3 clusters Score -2422633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2422638.250000 Penalty: 3277.454346
	Iteration 41Q: 3 clusters Score -2422638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2422638.000000 Penalty: 3277.454346
	Iteration 42Q: 3 clusters Score -2422638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2422637.750000 Penalty: 3277.454346
	Iteration 43Q: 3 clusters Score -2422638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2422640.500000 Penalty: 3277.454346
	Iteration 44Q: 3 clusters Score -2422640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2422642.500000 Penalty: 3277.454346
	Iteration 45Q: 3 clusters Score -2422642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2422644.750000 Penalty: 3277.454346
	Iteration 46Q: 3 clusters Score -2422645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2422646.750000 Penalty: 3277.454346
	Iteration 47Q: 3 clusters Score -2422647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2422652.000000 Penalty: 3277.454346
	Iteration 48Q: 3 clusters Score -2422652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -2422655.500000 Penalty: 3277.454346
	Iteration 49Q: 3 clusters Score -2422656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2422660.500000 Penalty: 3277.454346
	Iteration 50Q: 3 clusters Score -2422660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2422662.750000 Penalty: 3277.454346
	Iteration 51Q: 3 clusters Score -2422663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2422665.500000 Penalty: 3277.454346
	Iteration 52Q: 3 clusters Score -2422666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2422670.750000 Penalty: 3277.454346
	Iteration 53Q: 3 clusters Score -2422671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2422670.500000 Penalty: 3277.454346
	Iteration 54Q: 3 clusters Score -2422670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2422672.500000 Penalty: 3277.454346
	Iteration 55Q: 3 clusters Score -2422672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2422677.250000 Penalty: 3277.454346
	Iteration 56Q: 3 clusters Score -2422677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2422681.250000 Penalty: 3277.454346
	Iteration 57Q: 3 clusters Score -2422681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2422687.750000 Penalty: 3277.454346
	Iteration 58Q: 3 clusters Score -2422688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2422690.000000 Penalty: 3277.454346
	Iteration 59Q: 3 clusters Score -2422690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2422691.000000 Penalty: 3277.454346
	Iteration 60F: 3 clusters Score -2422691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -610182.375000 Penalty: 1416.303955
	Iteration 0F: 2 clusters Score -610182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -605445.500000 Penalty: 2832.607910
	Iteration 0F: 3 clusters Score -605445.5 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -606862.812500 Penalty: 2832.607910
	Iteration 1F: 3 clusters Score -606862.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -607077.562500 Penalty: 2832.607910
	Iteration 2F: 3 clusters Score -607077.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -607238.312500 Penalty: 2832.607910
	Iteration 3F: 3 clusters Score -607238.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -607391.062500 Penalty: 2832.607910
	Iteration 4Q: 3 clusters Score -607391.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -607520.937500 Penalty: 2832.607910
	Iteration 5Q: 3 clusters Score -607520.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -607649.875000 Penalty: 2832.607910
	Iteration 6Q: 3 clusters Score -607649.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -607807.000000 Penalty: 2832.607910
	Iteration 7Q: 3 clusters Score -607807 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -607990.750000 Penalty: 2832.607910
	Iteration 8Q: 3 clusters Score -607990.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -608143.437500 Penalty: 2832.607910
	Iteration 9Q: 3 clusters Score -608143.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -608298.562500 Penalty: 2832.607910
	Iteration 10Q: 3 clusters Score -608298.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -608444.937500 Penalty: 2832.607910
	Iteration 11Q: 3 clusters Score -608444.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -608580.875000 Penalty: 2832.607910
	Iteration 12Q: 3 clusters Score -608580.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -608676.312500 Penalty: 2832.607910
	Iteration 13Q: 3 clusters Score -608676.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -608739.750000 Penalty: 2832.607910
	Iteration 14Q: 3 clusters Score -608739.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -608787.187500 Penalty: 2832.607910
	Iteration 15Q: 3 clusters Score -608787.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -608829.625000 Penalty: 2832.607910
	Iteration 16Q: 3 clusters Score -608829.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -608852.750000 Penalty: 2832.607910
	Iteration 17Q: 3 clusters Score -608852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -608871.812500 Penalty: 2832.607910
	Iteration 18Q: 3 clusters Score -608871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -608883.125000 Penalty: 2832.607910
	Iteration 19Q: 3 clusters Score -608883.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -608894.812500 Penalty: 2832.607910
	Iteration 20F: 3 clusters Score -608894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -608904.125000 Penalty: 2832.607910
	Iteration 21Q: 3 clusters Score -608904.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -608913.687500 Penalty: 2832.607910
	Iteration 22Q: 3 clusters Score -608913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -608920.062500 Penalty: 2832.607910
	Iteration 23Q: 3 clusters Score -608920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -608923.375000 Penalty: 2832.607910
	Iteration 24Q: 3 clusters Score -608923.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -608927.625000 Penalty: 2832.607910
	Iteration 25Q: 3 clusters Score -608927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -608929.875000 Penalty: 2832.607910
	Iteration 26Q: 3 clusters Score -608929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -608931.937500 Penalty: 2832.607910
	Iteration 27Q: 3 clusters Score -608931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -608934.000000 Penalty: 2832.607910
	Iteration 28Q: 3 clusters Score -608934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -608934.437500 Penalty: 2832.607910
	Iteration 29Q: 3 clusters Score -608934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -608936.500000 Penalty: 2832.607910
	Iteration 30Q: 3 clusters Score -608936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -608938.562500 Penalty: 2832.607910
	Iteration 31Q: 3 clusters Score -608938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -608939.562500 Penalty: 2832.607910
	Iteration 32Q: 3 clusters Score -608939.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -608942.875000 Penalty: 2832.607910
	Iteration 33Q: 3 clusters Score -608942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -608945.187500 Penalty: 2832.607910
	Iteration 34Q: 3 clusters Score -608945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -608947.250000 Penalty: 2832.607910
	Iteration 35Q: 3 clusters Score -608947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -608950.312500 Penalty: 2832.607910
	Iteration 36Q: 3 clusters Score -608950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -608954.000000 Penalty: 2832.607910
	Iteration 37Q: 3 clusters Score -608954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -608958.937500 Penalty: 2832.607910
	Iteration 38Q: 3 clusters Score -608958.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -608961.625000 Penalty: 2832.607910
	Iteration 39Q: 3 clusters Score -608961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -608962.062500 Penalty: 2832.607910
	Iteration 40F: 3 clusters Score -608962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -608964.500000 Penalty: 2832.607910
	Iteration 41Q: 3 clusters Score -608964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -608965.375000 Penalty: 2832.607910
	Iteration 42Q: 3 clusters Score -608965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -608965.375000 Penalty: 2832.607910
	Iteration 43F: 3 clusters Score -608965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Entering Unmasked Estep 
Score: -1493316.500000 Penalty: 1560.562744
	Iteration 0F: 2 clusters Score -1493316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1483085.125000 Penalty: 3121.125488
	Iteration 0F: 3 clusters Score -1483085 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1486719.625000 Penalty: 3121.125488
	Iteration 1F: 3 clusters Score -1486720 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1486961.375000 Penalty: 3121.125488
	Iteration 2F: 3 clusters Score -1486961 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1487157.625000 Penalty: 3121.125488
	Iteration 3Q: 3 clusters Score -1487158 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1487320.500000 Penalty: 3121.125488
	Iteration 4Q: 3 clusters Score -1487320 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1487460.375000 Penalty: 3121.125488
	Iteration 5Q: 3 clusters Score -1487460 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1487610.250000 Penalty: 3121.125488
	Iteration 6Q: 3 clusters Score -1487610 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1487779.875000 Penalty: 3121.125488
	Iteration 7Q: 3 clusters Score -1487780 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1488002.500000 Penalty: 3121.125488
	Iteration 8Q: 3 clusters Score -1488002 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1488299.625000 Penalty: 3121.125488
	Iteration 9Q: 3 clusters Score -1488300 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1488752.250000 Penalty: 3121.125488
	Iteration 10Q: 3 clusters Score -1488752 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1489347.000000 Penalty: 3121.125488
	Iteration 11F: 3 clusters Score -1489347 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1490047.250000 Penalty: 3121.125488
	Iteration 12F: 3 clusters Score -1490047 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1490734.125000 Penalty: 3121.125488
	Iteration 13F: 3 clusters Score -1490734 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1491233.000000 Penalty: 3121.125488
	Iteration 14Q: 3 clusters Score -1491233 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1491537.875000 Penalty: 3121.125488
	Iteration 15Q: 3 clusters Score -1491538 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1491707.625000 Penalty: 3121.125488
	Iteration 16Q: 3 clusters Score -1491708 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1491805.125000 Penalty: 3121.125488
	Iteration 17Q: 3 clusters Score -1491805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1491874.875000 Penalty: 3121.125488
	Iteration 18Q: 3 clusters Score -1491875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1491907.250000 Penalty: 3121.125488
	Iteration 19Q: 3 clusters Score -1491907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1491929.750000 Penalty: 3121.125488
	Iteration 20F: 3 clusters Score -1491930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1491932.500000 Penalty: 3121.125488
	Iteration 21Q: 3 clusters Score -1491932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1491936.375000 Penalty: 3121.125488
	Iteration 22Q: 3 clusters Score -1491936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1491938.625000 Penalty: 3121.125488
	Iteration 23Q: 3 clusters Score -1491939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1491939.875000 Penalty: 3121.125488
	Iteration 24Q: 3 clusters Score -1491940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1491941.625000 Penalty: 3121.125488
	Iteration 25Q: 3 clusters Score -1491942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1491941.625000 Penalty: 3121.125488
	Iteration 26F: 3 clusters Score -1491942 nChanged 0
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: -2144386.000000 Penalty: 1623.744873
	Iteration 0F: 2 clusters Score -2144386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2129476.500000 Penalty: 3247.489746
	Iteration 0F: 3 clusters Score -2129476 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2134936.000000 Penalty: 3247.489746
	Iteration 1F: 3 clusters Score -2134936 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2135420.500000 Penalty: 3247.489746
	Iteration 2F: 3 clusters Score -2135420 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2135961.750000 Penalty: 3247.489746
	Iteration 3F: 3 clusters Score -2135962 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2136572.000000 Penalty: 3247.489746
	Iteration 4F: 3 clusters Score -2136572 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2137271.000000 Penalty: 3247.489746
	Iteration 5F: 3 clusters Score -2137271 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2138074.750000 Penalty: 3247.489746
	Iteration 6F: 3 clusters Score -2138075 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2138899.500000 Penalty: 3247.489746
	Iteration 7F: 3 clusters Score -2138900 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2139682.000000 Penalty: 3247.489746
	Iteration 8F: 3 clusters Score -2139682 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2140347.250000 Penalty: 3247.489746
	Iteration 9Q: 3 clusters Score -2140347 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2140844.250000 Penalty: 3247.489746
	Iteration 10Q: 3 clusters Score -2140844 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2141195.000000 Penalty: 3247.489746
	Iteration 11Q: 3 clusters Score -2141195 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2141474.750000 Penalty: 3247.489746
	Iteration 12Q: 3 clusters Score -2141475 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2141734.250000 Penalty: 3247.489746
	Iteration 13Q: 3 clusters Score -2141734 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2141922.500000 Penalty: 3247.489746
	Iteration 14Q: 3 clusters Score -2141922 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2142075.000000 Penalty: 3247.489746
	Iteration 15Q: 3 clusters Score -2142075 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2142202.250000 Penalty: 3247.489746
	Iteration 16Q: 3 clusters Score -2142202 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2142314.000000 Penalty: 3247.489746
	Iteration 17Q: 3 clusters Score -2142314 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2142445.250000 Penalty: 3247.489746
	Iteration 18Q: 3 clusters Score -2142445 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2142547.750000 Penalty: 3247.489746
	Iteration 19Q: 3 clusters Score -2142548 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2142637.750000 Penalty: 3247.489746
	Iteration 20F: 3 clusters Score -2142638 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2142710.750000 Penalty: 3247.489746
	Iteration 21Q: 3 clusters Score -2142711 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2142758.750000 Penalty: 3247.489746
	Iteration 22Q: 3 clusters Score -2142759 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2142797.500000 Penalty: 3247.489746
	Iteration 23Q: 3 clusters Score -2142798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2142827.250000 Penalty: 3247.489746
	Iteration 24Q: 3 clusters Score -2142827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2142852.750000 Penalty: 3247.489746
	Iteration 25Q: 3 clusters Score -2142853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2142881.500000 Penalty: 3247.489746
	Iteration 26Q: 3 clusters Score -2142882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2142906.250000 Penalty: 3247.489746
	Iteration 27Q: 3 clusters Score -2142906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2142933.500000 Penalty: 3247.489746
	Iteration 28Q: 3 clusters Score -2142934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2142953.500000 Penalty: 3247.489746
	Iteration 29Q: 3 clusters Score -2142954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2142961.250000 Penalty: 3247.489746
	Iteration 30Q: 3 clusters Score -2142961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2142973.000000 Penalty: 3247.489746
	Iteration 31Q: 3 clusters Score -2142973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2142974.250000 Penalty: 3247.489746
	Iteration 32Q: 3 clusters Score -2142974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2142981.750000 Penalty: 3247.489746
	Iteration 33Q: 3 clusters Score -2142982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2142987.500000 Penalty: 3247.489746
	Iteration 34Q: 3 clusters Score -2142988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2142993.750000 Penalty: 3247.489746
	Iteration 35Q: 3 clusters Score -2142994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2143001.250000 Penalty: 3247.489746
	Iteration 36Q: 3 clusters Score -2143001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2143004.250000 Penalty: 3247.489746
	Iteration 37Q: 3 clusters Score -2143004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2143007.500000 Penalty: 3247.489746
	Iteration 38Q: 3 clusters Score -2143008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2143009.250000 Penalty: 3247.489746
	Iteration 39Q: 3 clusters Score -2143009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2143016.000000 Penalty: 3247.489746
	Iteration 40F: 3 clusters Score -2143016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2143015.500000 Penalty: 3247.489746
	Iteration 41Q: 3 clusters Score -2143016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2143019.250000 Penalty: 3247.489746
	Iteration 42Q: 3 clusters Score -2143019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2143024.250000 Penalty: 3247.489746
	Iteration 43Q: 3 clusters Score -2143024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2143026.000000 Penalty: 3247.489746
	Iteration 44Q: 3 clusters Score -2143026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2143026.250000 Penalty: 3247.489746
	Iteration 45Q: 3 clusters Score -2143026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2143028.500000 Penalty: 3247.489746
	Iteration 46Q: 3 clusters Score -2143028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2143028.000000 Penalty: 3247.489746
	Iteration 47Q: 3 clusters Score -2143028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2143032.000000 Penalty: 3247.489746
	Iteration 48Q: 3 clusters Score -2143032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2143028.500000 Penalty: 3247.489746
	Iteration 49Q: 3 clusters Score -2143028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2143031.750000 Penalty: 3247.489746
	Iteration 50Q: 3 clusters Score -2143032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2143032.250000 Penalty: 3247.489746
	Iteration 51Q: 3 clusters Score -2143032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2143035.250000 Penalty: 3247.489746
	Iteration 52Q: 3 clusters Score -2143035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2143033.750000 Penalty: 3247.489746
	Iteration 53Q: 3 clusters Score -2143034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2143033.500000 Penalty: 3247.489746
	Iteration 54Q: 3 clusters Score -2143034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2143032.500000 Penalty: 3247.489746
	Iteration 55Q: 3 clusters Score -2143032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2143035.250000 Penalty: 3247.489746
	Iteration 56Q: 3 clusters Score -2143035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2143032.500000 Penalty: 3247.489746
	Iteration 57Q: 3 clusters Score -2143032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2143033.500000 Penalty: 3247.489746
	Iteration 58Q: 3 clusters Score -2143034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2143033.250000 Penalty: 3247.489746
	Iteration 59Q: 3 clusters Score -2143033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2143035.250000 Penalty: 3247.489746
	Iteration 60F: 3 clusters Score -2143035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2143035.250000 Penalty: 3247.489746
	Iteration 61Q: 3 clusters Score -2143035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2143037.250000 Penalty: 3247.489746
	Iteration 62Q: 3 clusters Score -2143037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2143038.000000 Penalty: 3247.489746
	Iteration 63Q: 3 clusters Score -2143038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2143036.250000 Penalty: 3247.489746
	Iteration 64Q: 3 clusters Score -2143036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2143039.750000 Penalty: 3247.489746
	Iteration 65Q: 3 clusters Score -2143040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2143041.750000 Penalty: 3247.489746
	Iteration 66Q: 3 clusters Score -2143042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2143039.750000 Penalty: 3247.489746
	Iteration 67Q: 3 clusters Score -2143040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2143039.750000 Penalty: 3247.489746
	Iteration 68F: 3 clusters Score -2143040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -475241.750000 Penalty: 1380.229492
	Iteration 0F: 2 clusters Score -475241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -471368.031250 Penalty: 2760.458984
	Iteration 0F: 3 clusters Score -471368 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -472434.656250 Penalty: 2760.458984
	Iteration 1F: 3 clusters Score -472434.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -472590.468750 Penalty: 2760.458984
	Iteration 2F: 3 clusters Score -472590.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -472707.625000 Penalty: 2760.458984
	Iteration 3Q: 3 clusters Score -472707.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -472799.312500 Penalty: 2760.458984
	Iteration 4Q: 3 clusters Score -472799.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -472875.750000 Penalty: 2760.458984
	Iteration 5Q: 3 clusters Score -472875.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -472944.187500 Penalty: 2760.458984
	Iteration 6Q: 3 clusters Score -472944.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -473003.656250 Penalty: 2760.458984
	Iteration 7Q: 3 clusters Score -473003.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -473058.531250 Penalty: 2760.458984
	Iteration 8Q: 3 clusters Score -473058.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -473120.812500 Penalty: 2760.458984
	Iteration 9Q: 3 clusters Score -473120.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -473198.562500 Penalty: 2760.458984
	Iteration 10Q: 3 clusters Score -473198.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -473283.375000 Penalty: 2760.458984
	Iteration 11Q: 3 clusters Score -473283.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -473361.718750 Penalty: 2760.458984
	Iteration 12Q: 3 clusters Score -473361.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -473440.250000 Penalty: 2760.458984
	Iteration 13Q: 3 clusters Score -473440.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -473491.343750 Penalty: 2760.458984
	Iteration 14Q: 3 clusters Score -473491.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -473534.437500 Penalty: 2760.458984
	Iteration 15Q: 3 clusters Score -473534.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -473575.156250 Penalty: 2760.458984
	Iteration 16Q: 3 clusters Score -473575.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -473610.031250 Penalty: 2760.458984
	Iteration 17Q: 3 clusters Score -473610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -473639.968750 Penalty: 2760.458984
	Iteration 18Q: 3 clusters Score -473640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -473669.656250 Penalty: 2760.458984
	Iteration 19Q: 3 clusters Score -473669.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -473692.812500 Penalty: 2760.458984
	Iteration 20F: 3 clusters Score -473692.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -473703.187500 Penalty: 2760.458984
	Iteration 21Q: 3 clusters Score -473703.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -473709.843750 Penalty: 2760.458984
	Iteration 22Q: 3 clusters Score -473709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -473713.093750 Penalty: 2760.458984
	Iteration 23Q: 3 clusters Score -473713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -473717.031250 Penalty: 2760.458984
	Iteration 24Q: 3 clusters Score -473717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -473718.593750 Penalty: 2760.458984
	Iteration 25Q: 3 clusters Score -473718.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -473721.593750 Penalty: 2760.458984
	Iteration 26Q: 3 clusters Score -473721.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -473723.343750 Penalty: 2760.458984
	Iteration 27Q: 3 clusters Score -473723.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -473725.937500 Penalty: 2760.458984
	Iteration 28Q: 3 clusters Score -473725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -473725.031250 Penalty: 2760.458984
	Iteration 29Q: 3 clusters Score -473725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -473726.687500 Penalty: 2760.458984
	Iteration 30Q: 3 clusters Score -473726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -473728.468750 Penalty: 2760.458984
	Iteration 31Q: 3 clusters Score -473728.5 nChanged 5
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: -473730.156250 Penalty: 2760.458984
	Iteration 32Q: 3 clusters Score -473730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -473730.468750 Penalty: 2760.458984
	Iteration 33Q: 3 clusters Score -473730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -473730.500000 Penalty: 2760.458984
	Iteration 34Q: 3 clusters Score -473730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -473732.406250 Penalty: 2760.458984
	Iteration 35Q: 3 clusters Score -473732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -473733.093750 Penalty: 2760.458984
	Iteration 36Q: 3 clusters Score -473733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -473733.562500 Penalty: 2760.458984
	Iteration 37Q: 3 clusters Score -473733.6 nChanged 3
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: -473734.468750 Penalty: 2760.458984
	Iteration 38Q: 3 clusters Score -473734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -473735.781250 Penalty: 2760.458984
	Iteration 39Q: 3 clusters Score -473735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -473735.250000 Penalty: 2760.458984
	Iteration 40F: 3 clusters Score -473735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -473736.000000 Penalty: 2760.458984
	Iteration 41Q: 3 clusters Score -473736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -473736.375000 Penalty: 2760.458984
	Iteration 42Q: 3 clusters Score -473736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -473735.968750 Penalty: 2760.458984
	Iteration 43Q: 3 clusters Score -473736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -473738.531250 Penalty: 2760.458984
	Iteration 44Q: 3 clusters Score -473738.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -473738.281250 Penalty: 2760.458984
	Iteration 45Q: 3 clusters Score -473738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -473739.312500 Penalty: 2760.458984
	Iteration 46Q: 3 clusters Score -473739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -473739.687500 Penalty: 2760.458984
	Iteration 47Q: 3 clusters Score -473739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -473739.687500 Penalty: 2760.458984
	Iteration 48F: 3 clusters Score -473739.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -153870.703125 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -153870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151974.531250 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -151974.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152385.718750 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -152385.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -152504.625000 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -152504.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152579.093750 Penalty: 2407.772461
	Iteration 3F: 3 clusters Score -152579.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152630.734375 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -152630.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152663.562500 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -152663.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152698.421875 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -152698.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152726.500000 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -152726.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152744.031250 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -152744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152768.406250 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -152768.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -152792.484375 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -152792.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152817.953125 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -152818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152848.562500 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -152848.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -152871.093750 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -152871.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152897.718750 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -152897.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152915.156250 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -152915.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -152932.718750 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -152932.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152945.937500 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -152945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152955.500000 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -152955.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152963.468750 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -152963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152967.625000 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -152967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152970.000000 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -152970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152971.843750 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -152971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152972.390625 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -152972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152972.781250 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -152972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152974.875000 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -152974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152978.375000 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -152978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152979.843750 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -152979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152983.453125 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -152983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152985.218750 Penalty: 2407.772461
	Iteration 29Q: 3 clusters Score -152985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152986.390625 Penalty: 2407.772461
	Iteration 30Q: 3 clusters Score -152986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152987.625000 Penalty: 2407.772461
	Iteration 31Q: 3 clusters Score -152987.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -152989.484375 Penalty: 2407.772461
	Iteration 32Q: 3 clusters Score -152989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152990.000000 Penalty: 2407.772461
	Iteration 33Q: 3 clusters Score -152990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152990.000000 Penalty: 2407.772461
	Iteration 34F: 3 clusters Score -152990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Entering Unmasked Estep 
Score: -1444114.250000 Penalty: 1559.903320
	Iteration 0F: 2 clusters Score -1444114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1434040.125000 Penalty: 3119.806641
	Iteration 0F: 3 clusters Score -1434040 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1437813.875000 Penalty: 3119.806641
	Iteration 1F: 3 clusters Score -1437814 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1438443.750000 Penalty: 3119.806641
	Iteration 2F: 3 clusters Score -1438444 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1439134.250000 Penalty: 3119.806641
	Iteration 3F: 3 clusters Score -1439134 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1439856.000000 Penalty: 3119.806641
	Iteration 4F: 3 clusters Score -1439856 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1440597.500000 Penalty: 3119.806641
	Iteration 5F: 3 clusters Score -1440598 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1441338.500000 Penalty: 3119.806641
	Iteration 6F: 3 clusters Score -1441338 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1441933.625000 Penalty: 3119.806641
	Iteration 7Q: 3 clusters Score -1441934 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1442270.125000 Penalty: 3119.806641
	Iteration 8Q: 3 clusters Score -1442270 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1442420.375000 Penalty: 3119.806641
	Iteration 9Q: 3 clusters Score -1442420 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1442508.375000 Penalty: 3119.806641
	Iteration 10Q: 3 clusters Score -1442508 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1442566.250000 Penalty: 3119.806641
	Iteration 11Q: 3 clusters Score -1442566 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1442620.875000 Penalty: 3119.806641
	Iteration 12Q: 3 clusters Score -1442621 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1442670.875000 Penalty: 3119.806641
	Iteration 13Q: 3 clusters Score -1442671 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1442721.625000 Penalty: 3119.806641
	Iteration 14Q: 3 clusters Score -1442722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1442769.125000 Penalty: 3119.806641
	Iteration 15Q: 3 clusters Score -1442769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1442803.750000 Penalty: 3119.806641
	Iteration 16Q: 3 clusters Score -1442804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1442831.125000 Penalty: 3119.806641
	Iteration 17Q: 3 clusters Score -1442831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1442865.375000 Penalty: 3119.806641
	Iteration 18Q: 3 clusters Score -1442865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1442893.125000 Penalty: 3119.806641
	Iteration 19Q: 3 clusters Score -1442893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1442913.875000 Penalty: 3119.806641
	Iteration 20F: 3 clusters Score -1442914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1442938.250000 Penalty: 3119.806641
	Iteration 21Q: 3 clusters Score -1442938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1442960.500000 Penalty: 3119.806641
	Iteration 22Q: 3 clusters Score -1442960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1442984.250000 Penalty: 3119.806641
	Iteration 23Q: 3 clusters Score -1442984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1442998.625000 Penalty: 3119.806641
	Iteration 24Q: 3 clusters Score -1442999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1443012.625000 Penalty: 3119.806641
	Iteration 25Q: 3 clusters Score -1443013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1443025.375000 Penalty: 3119.806641
	Iteration 26Q: 3 clusters Score -1443025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1443034.000000 Penalty: 3119.806641
	Iteration 27Q: 3 clusters Score -1443034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1443034.000000 Penalty: 3119.806641
	Iteration 28Q: 3 clusters Score -1443034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1443035.625000 Penalty: 3119.806641
	Iteration 29Q: 3 clusters Score -1443036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1443037.375000 Penalty: 3119.806641
	Iteration 30Q: 3 clusters Score -1443037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1443038.750000 Penalty: 3119.806641
	Iteration 31Q: 3 clusters Score -1443039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1443040.875000 Penalty: 3119.806641
	Iteration 32Q: 3 clusters Score -1443041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1443040.375000 Penalty: 3119.806641
	Iteration 33Q: 3 clusters Score -1443040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1443044.875000 Penalty: 3119.806641
	Iteration 34Q: 3 clusters Score -1443045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1443053.375000 Penalty: 3119.806641
	Iteration 35Q: 3 clusters Score -1443053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1443051.875000 Penalty: 3119.806641
	Iteration 36Q: 3 clusters Score -1443052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1443054.250000 Penalty: 3119.806641
	Iteration 37Q: 3 clusters Score -1443054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1443053.625000 Penalty: 3119.806641
	Iteration 38Q: 3 clusters Score -1443054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1443058.125000 Penalty: 3119.806641
	Iteration 39Q: 3 clusters Score -1443058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1443058.375000 Penalty: 3119.806641
	Iteration 40F: 3 clusters Score -1443058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1443064.375000 Penalty: 3119.806641
	Iteration 41Q: 3 clusters Score -1443064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1443064.250000 Penalty: 3119.806641
	Iteration 42Q: 3 clusters Score -1443064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1443065.500000 Penalty: 3119.806641
	Iteration 43Q: 3 clusters Score -1443066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1443066.250000 Penalty: 3119.806641
	Iteration 44Q: 3 clusters Score -1443066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1443066.500000 Penalty: 3119.806641
	Iteration 45Q: 3 clusters Score -1443066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1443066.750000 Penalty: 3119.806641
	Iteration 46Q: 3 clusters Score -1443067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1443068.125000 Penalty: 3119.806641
	Iteration 47Q: 3 clusters Score -1443068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1443066.500000 Penalty: 3119.806641
	Iteration 48Q: 3 clusters Score -1443066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1443077.500000 Penalty: 3119.806641
	Iteration 49Q: 3 clusters Score -1443078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1443079.000000 Penalty: 3119.806641
	Iteration 50Q: 3 clusters Score -1443079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1443081.750000 Penalty: 3119.806641
	Iteration 51Q: 3 clusters Score -1443082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1443085.375000 Penalty: 3119.806641
	Iteration 52Q: 3 clusters Score -1443085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1443084.250000 Penalty: 3119.806641
	Iteration 53Q: 3 clusters Score -1443084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1443085.125000 Penalty: 3119.806641
	Iteration 54Q: 3 clusters Score -1443085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1443085.125000 Penalty: 3119.806641
	Iteration 55Q: 3 clusters Score -1443085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1443085.125000 Penalty: 3119.806641
	Iteration 56F: 3 clusters Score -1443085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Entering Unmasked Estep 
Score: -1174263.625000 Penalty: 1522.401611
	Iteration 0F: 2 clusters Score -1174264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1165967.250000 Penalty: 3044.803223
	Iteration 0F: 3 clusters Score -1165967 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1168822.250000 Penalty: 3044.803223
	Iteration 1F: 3 clusters Score -1168822 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1169280.875000 Penalty: 3044.803223
	Iteration 2F: 3 clusters Score -1169281 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1169779.875000 Penalty: 3044.803223
	Iteration 3F: 3 clusters Score -1169780 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1170403.500000 Penalty: 3044.803223
	Iteration 4F: 3 clusters Score -1170404 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1171100.500000 Penalty: 3044.803223
	Iteration 5F: 3 clusters Score -1171100 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1171758.000000 Penalty: 3044.803223
	Iteration 6F: 3 clusters Score -1171758 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1172281.250000 Penalty: 3044.803223
	Iteration 7F: 3 clusters Score -1172281 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1172616.875000 Penalty: 3044.803223
	Iteration 8Q: 3 clusters Score -1172617 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1172817.125000 Penalty: 3044.803223
	Iteration 9Q: 3 clusters Score -1172817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1172921.750000 Penalty: 3044.803223
	Iteration 10Q: 3 clusters Score -1172922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1172995.625000 Penalty: 3044.803223
	Iteration 11Q: 3 clusters Score -1172996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1173041.125000 Penalty: 3044.803223
	Iteration 12Q: 3 clusters Score -1173041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1173074.750000 Penalty: 3044.803223
	Iteration 13Q: 3 clusters Score -1173075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1173087.875000 Penalty: 3044.803223
	Iteration 14Q: 3 clusters Score -1173088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1173100.750000 Penalty: 3044.803223
	Iteration 15Q: 3 clusters Score -1173101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1173109.250000 Penalty: 3044.803223
	Iteration 16Q: 3 clusters Score -1173109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1173114.375000 Penalty: 3044.803223
	Iteration 17Q: 3 clusters Score -1173114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1173119.125000 Penalty: 3044.803223
	Iteration 18Q: 3 clusters Score -1173119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1173125.000000 Penalty: 3044.803223
	Iteration 19Q: 3 clusters Score -1173125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1173131.750000 Penalty: 3044.803223
	Iteration 20F: 3 clusters Score -1173132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1173133.375000 Penalty: 3044.803223
	Iteration 21Q: 3 clusters Score -1173133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1173134.500000 Penalty: 3044.803223
	Iteration 22Q: 3 clusters Score -1173134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1173134.625000 Penalty: 3044.803223
	Iteration 23Q: 3 clusters Score -1173135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1173134.625000 Penalty: 3044.803223
	Iteration 24F: 3 clusters Score -1173135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -130364.101562 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -130364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -128683.671875 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -128683.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128993.234375 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -128993.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129080.648438 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -129080.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129127.882812 Penalty: 2342.795166
	Iteration 3Q: 3 clusters Score -129127.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129154.960938 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -129155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -129175.187500 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -129175.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129184.710938 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -129184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129188.609375 Penalty: 2342.795166
	Iteration 7Q: 3 clusters Score -129188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -129194.570312 Penalty: 2342.795166
	Iteration 8Q: 3 clusters Score -129194.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -129198.164062 Penalty: 2342.795166
	Iteration 9Q: 3 clusters Score -129198.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -129200.359375 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -129200.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -129202.851562 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -129202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129205.804688 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -129205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -129213.203125 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -129213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129219.765625 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -129219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129224.929688 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -129224.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129231.023438 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -129231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129236.546875 Penalty: 2342.795166
	Iteration 17Q: 3 clusters Score -129236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129241.640625 Penalty: 2342.795166
	Iteration 18Q: 3 clusters Score -129241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129245.328125 Penalty: 2342.795166
	Iteration 19Q: 3 clusters Score -129245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129250.343750 Penalty: 2342.795166
	Iteration 20F: 3 clusters Score -129250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129255.632812 Penalty: 2342.795166
	Iteration 21Q: 3 clusters Score -129255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129256.656250 Penalty: 2342.795166
	Iteration 22Q: 3 clusters Score -129256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129260.132812 Penalty: 2342.795166
	Iteration 23Q: 3 clusters Score -129260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129263.187500 Penalty: 2342.795166
	Iteration 24Q: 3 clusters Score -129263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129269.273438 Penalty: 2342.795166
	Iteration 25Q: 3 clusters Score -129269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129274.140625 Penalty: 2342.795166
	Iteration 26Q: 3 clusters Score -129274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129278.015625 Penalty: 2342.795166
	Iteration 27Q: 3 clusters Score -129278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129284.187500 Penalty: 2342.795166
	Iteration 28Q: 3 clusters Score -129284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -129294.632812 Penalty: 2342.795166
	Iteration 29Q: 3 clusters Score -129294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129306.148438 Penalty: 2342.795166
	Iteration 30Q: 3 clusters Score -129306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -129317.726562 Penalty: 2342.795166
	Iteration 31Q: 3 clusters Score -129317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -129324.476562 Penalty: 2342.795166
	Iteration 32Q: 3 clusters Score -129324.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -129331.187500 Penalty: 2342.795166
	Iteration 33Q: 3 clusters Score -129331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129336.078125 Penalty: 2342.795166
	Iteration 34Q: 3 clusters Score -129336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -129337.968750 Penalty: 2342.795166
	Iteration 35Q: 3 clusters Score -129338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129338.875000 Penalty: 2342.795166
	Iteration 36Q: 3 clusters Score -129338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129338.875000 Penalty: 2342.795166
	Iteration 37F: 3 clusters Score -129338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -627826.437500 Penalty: 1426.026855
	Iteration 0F: 2 clusters Score -627826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -622927.125000 Penalty: 2852.053711
	Iteration 0F: 3 clusters Score -622927.1 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -624323.500000 Penalty: 2852.053711
	Iteration 1F: 3 clusters Score -624323.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -624605.375000 Penalty: 2852.053711
	Iteration 2F: 3 clusters Score -624605.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -624808.437500 Penalty: 2852.053711
	Iteration 3F: 3 clusters Score -624808.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -624965.125000 Penalty: 2852.053711
	Iteration 4F: 3 clusters Score -624965.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -625070.687500 Penalty: 2852.053711
	Iteration 5Q: 3 clusters Score -625070.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -625163.937500 Penalty: 2852.053711
	Iteration 6Q: 3 clusters Score -625163.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -625249.250000 Penalty: 2852.053711
	Iteration 7Q: 3 clusters Score -625249.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -625334.812500 Penalty: 2852.053711
	Iteration 8Q: 3 clusters Score -625334.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -625411.312500 Penalty: 2852.053711
	Iteration 9Q: 3 clusters Score -625411.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -625486.250000 Penalty: 2852.053711
	Iteration 10Q: 3 clusters Score -625486.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -625563.062500 Penalty: 2852.053711
	Iteration 11Q: 3 clusters Score -625563.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -625635.500000 Penalty: 2852.053711
	Iteration 12Q: 3 clusters Score -625635.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -625705.437500 Penalty: 2852.053711
	Iteration 13Q: 3 clusters Score -625705.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -625767.375000 Penalty: 2852.053711
	Iteration 14Q: 3 clusters Score -625767.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -625823.625000 Penalty: 2852.053711
	Iteration 15Q: 3 clusters Score -625823.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -625871.125000 Penalty: 2852.053711
	Iteration 16Q: 3 clusters Score -625871.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -625920.562500 Penalty: 2852.053711
	Iteration 17Q: 3 clusters Score -625920.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -625967.125000 Penalty: 2852.053711
	Iteration 18Q: 3 clusters Score -625967.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -626004.312500 Penalty: 2852.053711
	Iteration 19Q: 3 clusters Score -626004.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -626043.125000 Penalty: 2852.053711
	Iteration 20F: 3 clusters Score -626043.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -626081.625000 Penalty: 2852.053711
	Iteration 21Q: 3 clusters Score -626081.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -626119.625000 Penalty: 2852.053711
	Iteration 22Q: 3 clusters Score -626119.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -626155.500000 Penalty: 2852.053711
	Iteration 23Q: 3 clusters Score -626155.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -626177.125000 Penalty: 2852.053711
	Iteration 24Q: 3 clusters Score -626177.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -626195.187500 Penalty: 2852.053711
	Iteration 25Q: 3 clusters Score -626195.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -626211.062500 Penalty: 2852.053711
	Iteration 26Q: 3 clusters Score -626211.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -626229.312500 Penalty: 2852.053711
	Iteration 27Q: 3 clusters Score -626229.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -626240.750000 Penalty: 2852.053711
	Iteration 28Q: 3 clusters Score -626240.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -626250.250000 Penalty: 2852.053711
	Iteration 29Q: 3 clusters Score -626250.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -626260.437500 Penalty: 2852.053711
	Iteration 30Q: 3 clusters Score -626260.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -626267.375000 Penalty: 2852.053711
	Iteration 31Q: 3 clusters Score -626267.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -626277.687500 Penalty: 2852.053711
	Iteration 32Q: 3 clusters Score -626277.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -626289.937500 Penalty: 2852.053711
	Iteration 33Q: 3 clusters Score -626289.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -626299.250000 Penalty: 2852.053711
	Iteration 34Q: 3 clusters Score -626299.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -626309.750000 Penalty: 2852.053711
	Iteration 35Q: 3 clusters Score -626309.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -626320.937500 Penalty: 2852.053711
	Iteration 36Q: 3 clusters Score -626320.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -626329.687500 Penalty: 2852.053711
	Iteration 37Q: 3 clusters Score -626329.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -626340.187500 Penalty: 2852.053711
	Iteration 38Q: 3 clusters Score -626340.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -626355.562500 Penalty: 2852.053711
	Iteration 39Q: 3 clusters Score -626355.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -626369.062500 Penalty: 2852.053711
	Iteration 40F: 3 clusters Score -626369.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -626382.125000 Penalty: 2852.053711
	Iteration 41Q: 3 clusters Score -626382.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -626400.187500 Penalty: 2852.053711
	Iteration 42Q: 3 clusters Score -626400.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -626414.250000 Penalty: 2852.053711
	Iteration 43Q: 3 clusters Score -626414.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -626428.562500 Penalty: 2852.053711
	Iteration 44Q: 3 clusters Score -626428.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -626439.687500 Penalty: 2852.053711
	Iteration 45Q: 3 clusters Score -626439.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -626450.312500 Penalty: 2852.053711
	Iteration 46Q: 3 clusters Score -626450.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -626459.875000 Penalty: 2852.053711
	Iteration 47Q: 3 clusters Score -626459.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -626472.562500 Penalty: 2852.053711
	Iteration 48Q: 3 clusters Score -626472.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -626488.250000 Penalty: 2852.053711
	Iteration 49Q: 3 clusters Score -626488.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -626498.437500 Penalty: 2852.053711
	Iteration 50Q: 3 clusters Score -626498.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -626504.562500 Penalty: 2852.053711
	Iteration 51Q: 3 clusters Score -626504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -626509.875000 Penalty: 2852.053711
	Iteration 52Q: 3 clusters Score -626509.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -626517.812500 Penalty: 2852.053711
	Iteration 53Q: 3 clusters Score -626517.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -626524.937500 Penalty: 2852.053711
	Iteration 54Q: 3 clusters Score -626524.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -626533.750000 Penalty: 2852.053711
	Iteration 55Q: 3 clusters Score -626533.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -626539.062500 Penalty: 2852.053711
	Iteration 56Q: 3 clusters Score -626539.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -626547.375000 Penalty: 2852.053711
	Iteration 57Q: 3 clusters Score -626547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -626557.062500 Penalty: 2852.053711
	Iteration 58Q: 3 clusters Score -626557.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -626569.000000 Penalty: 2852.053711
	Iteration 59Q: 3 clusters Score -626569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -626580.000000 Penalty: 2852.053711
	Iteration 60F: 3 clusters Score -626580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -626590.000000 Penalty: 2852.053711
	Iteration 61Q: 3 clusters Score -626590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -626599.062500 Penalty: 2852.053711
	Iteration 62Q: 3 clusters Score -626599.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -626610.375000 Penalty: 2852.053711
	Iteration 63Q: 3 clusters Score -626610.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -626620.375000 Penalty: 2852.053711
	Iteration 64Q: 3 clusters Score -626620.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -626634.812500 Penalty: 2852.053711
	Iteration 65Q: 3 clusters Score -626634.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -626646.000000 Penalty: 2852.053711
	Iteration 66Q: 3 clusters Score -626646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -626657.437500 Penalty: 2852.053711
	Iteration 67Q: 3 clusters Score -626657.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -626670.750000 Penalty: 2852.053711
	Iteration 68Q: 3 clusters Score -626670.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -626681.062500 Penalty: 2852.053711
	Iteration 69Q: 3 clusters Score -626681.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -626688.875000 Penalty: 2852.053711
	Iteration 70Q: 3 clusters Score -626688.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -626696.125000 Penalty: 2852.053711
	Iteration 71Q: 3 clusters Score -626696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -626701.875000 Penalty: 2852.053711
	Iteration 72Q: 3 clusters Score -626701.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -626704.875000 Penalty: 2852.053711
	Iteration 73Q: 3 clusters Score -626704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -626708.437500 Penalty: 2852.053711
	Iteration 74Q: 3 clusters Score -626708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -626708.937500 Penalty: 2852.053711
	Iteration 75Q: 3 clusters Score -626708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -626710.062500 Penalty: 2852.053711
	Iteration 76Q: 3 clusters Score -626710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -626711.000000 Penalty: 2852.053711
	Iteration 77Q: 3 clusters Score -626711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -626713.375000 Penalty: 2852.053711
	Iteration 78Q: 3 clusters Score -626713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -626714.625000 Penalty: 2852.053711
	Iteration 79Q: 3 clusters Score -626714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -626715.437500 Penalty: 2852.053711
	Iteration 80F: 3 clusters Score -626715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -626716.312500 Penalty: 2852.053711
	Iteration 81Q: 3 clusters Score -626716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -626717.187500 Penalty: 2852.053711
	Iteration 82Q: 3 clusters Score -626717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -626716.625000 Penalty: 2852.053711
	Iteration 83Q: 3 clusters Score -626716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -626719.187500 Penalty: 2852.053711
	Iteration 84Q: 3 clusters Score -626719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -626718.375000 Penalty: 2852.053711
	Iteration 85Q: 3 clusters Score -626718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -626718.500000 Penalty: 2852.053711
	Iteration 86Q: 3 clusters Score -626718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -626718.500000 Penalty: 2852.053711
	Iteration 87F: 3 clusters Score -626718.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -869182.437500 Penalty: 1475.685669
	Iteration 0F: 2 clusters Score -869182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -862831.000000 Penalty: 2951.371338
	Iteration 0F: 3 clusters Score -862831 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -864823.062500 Penalty: 2951.371338
	Iteration 1F: 3 clusters Score -864823.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -865119.375000 Penalty: 2951.371338
	Iteration 2F: 3 clusters Score -865119.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -865302.812500 Penalty: 2951.371338
	Iteration 3F: 3 clusters Score -865302.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -865446.250000 Penalty: 2951.371338
	Iteration 4Q: 3 clusters Score -865446.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -865575.937500 Penalty: 2951.371338
	Iteration 5Q: 3 clusters Score -865575.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -865706.187500 Penalty: 2951.371338
	Iteration 6Q: 3 clusters Score -865706.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -865825.250000 Penalty: 2951.371338
	Iteration 7Q: 3 clusters Score -865825.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -865944.562500 Penalty: 2951.371338
	Iteration 8Q: 3 clusters Score -865944.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -866073.250000 Penalty: 2951.371338
	Iteration 9Q: 3 clusters Score -866073.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -866242.250000 Penalty: 2951.371338
	Iteration 10Q: 3 clusters Score -866242.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -866425.937500 Penalty: 2951.371338
	Iteration 11Q: 3 clusters Score -866425.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -866636.250000 Penalty: 2951.371338
	Iteration 12Q: 3 clusters Score -866636.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -866853.625000 Penalty: 2951.371338
	Iteration 13Q: 3 clusters Score -866853.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -867112.437500 Penalty: 2951.371338
	Iteration 14Q: 3 clusters Score -867112.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -867353.812500 Penalty: 2951.371338
	Iteration 15Q: 3 clusters Score -867353.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -867551.875000 Penalty: 2951.371338
	Iteration 16Q: 3 clusters Score -867551.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -867707.750000 Penalty: 2951.371338
	Iteration 17Q: 3 clusters Score -867707.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -867818.812500 Penalty: 2951.371338
	Iteration 18Q: 3 clusters Score -867818.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -867912.562500 Penalty: 2951.371338
	Iteration 19Q: 3 clusters Score -867912.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -867984.875000 Penalty: 2951.371338
	Iteration 20F: 3 clusters Score -867984.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -868033.375000 Penalty: 2951.371338
	Iteration 21Q: 3 clusters Score -868033.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -868070.375000 Penalty: 2951.371338
	Iteration 22Q: 3 clusters Score -868070.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -868103.312500 Penalty: 2951.371338
	Iteration 23Q: 3 clusters Score -868103.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -868125.062500 Penalty: 2951.371338
	Iteration 24Q: 3 clusters Score -868125.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -868136.875000 Penalty: 2951.371338
	Iteration 25Q: 3 clusters Score -868136.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -868141.812500 Penalty: 2951.371338
	Iteration 26Q: 3 clusters Score -868141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -868146.062500 Penalty: 2951.371338
	Iteration 27Q: 3 clusters Score -868146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -868146.437500 Penalty: 2951.371338
	Iteration 28Q: 3 clusters Score -868146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -868148.500000 Penalty: 2951.371338
	Iteration 29Q: 3 clusters Score -868148.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -868152.312500 Penalty: 2951.371338
	Iteration 30Q: 3 clusters Score -868152.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -868156.375000 Penalty: 2951.371338
	Iteration 31Q: 3 clusters Score -868156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -868158.875000 Penalty: 2951.371338
	Iteration 32Q: 3 clusters Score -868158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -868164.875000 Penalty: 2951.371338
	Iteration 33Q: 3 clusters Score -868164.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -868169.312500 Penalty: 2951.371338
	Iteration 34Q: 3 clusters Score -868169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -868172.125000 Penalty: 2951.371338
	Iteration 35Q: 3 clusters Score -868172.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -868179.250000 Penalty: 2951.371338
	Iteration 36Q: 3 clusters Score -868179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -868183.375000 Penalty: 2951.371338
	Iteration 37Q: 3 clusters Score -868183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -868187.062500 Penalty: 2951.371338
	Iteration 38Q: 3 clusters Score -868187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -868192.500000 Penalty: 2951.371338
	Iteration 39Q: 3 clusters Score -868192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -868198.625000 Penalty: 2951.371338
	Iteration 40F: 3 clusters Score -868198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -868201.125000 Penalty: 2951.371338
	Iteration 41Q: 3 clusters Score -868201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -868201.000000 Penalty: 2951.371338
	Iteration 42Q: 3 clusters Score -868201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -868201.000000 Penalty: 2951.371338
	Iteration 43F: 3 clusters Score -868201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Entering Unmasked Estep 
Score: -1819083.125000 Penalty: 1595.316162
	Iteration 0F: 2 clusters Score -1819083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1806452.250000 Penalty: 3190.632324
	Iteration 0F: 3 clusters Score -1806452 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1811037.875000 Penalty: 3190.632324
	Iteration 1F: 3 clusters Score -1811038 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1811362.625000 Penalty: 3190.632324
	Iteration 2Q: 3 clusters Score -1811363 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1811673.375000 Penalty: 3190.632324
	Iteration 3Q: 3 clusters Score -1811673 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1811988.750000 Penalty: 3190.632324
	Iteration 4Q: 3 clusters Score -1811989 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1812324.750000 Penalty: 3190.632324
	Iteration 5Q: 3 clusters Score -1812325 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1812668.000000 Penalty: 3190.632324
	Iteration 6Q: 3 clusters Score -1812668 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1813052.625000 Penalty: 3190.632324
	Iteration 7Q: 3 clusters Score -1813053 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1813534.125000 Penalty: 3190.632324
	Iteration 8Q: 3 clusters Score -1813534 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1814068.250000 Penalty: 3190.632324
	Iteration 9Q: 3 clusters Score -1814068 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1814661.625000 Penalty: 3190.632324
	Iteration 10Q: 3 clusters Score -1814662 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1815260.750000 Penalty: 3190.632324
	Iteration 11Q: 3 clusters Score -1815261 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1815820.500000 Penalty: 3190.632324
	Iteration 12Q: 3 clusters Score -1815820 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1816270.125000 Penalty: 3190.632324
	Iteration 13Q: 3 clusters Score -1816270 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1816663.625000 Penalty: 3190.632324
	Iteration 14Q: 3 clusters Score -1816664 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1816969.125000 Penalty: 3190.632324
	Iteration 15Q: 3 clusters Score -1816969 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -1817199.375000 Penalty: 3190.632324
	Iteration 16Q: 3 clusters Score -1817199 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1817357.375000 Penalty: 3190.632324
	Iteration 17Q: 3 clusters Score -1817357 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1817455.250000 Penalty: 3190.632324
	Iteration 18Q: 3 clusters Score -1817455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1817528.375000 Penalty: 3190.632324
	Iteration 19Q: 3 clusters Score -1817528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1817576.500000 Penalty: 3190.632324
	Iteration 20F: 3 clusters Score -1817576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1817620.125000 Penalty: 3190.632324
	Iteration 21Q: 3 clusters Score -1817620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1817661.875000 Penalty: 3190.632324
	Iteration 22Q: 3 clusters Score -1817662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -1817684.375000 Penalty: 3190.632324
	Iteration 23Q: 3 clusters Score -1817684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1817703.625000 Penalty: 3190.632324
	Iteration 24Q: 3 clusters Score -1817704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1817713.375000 Penalty: 3190.632324
	Iteration 25Q: 3 clusters Score -1817713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -1817724.250000 Penalty: 3190.632324
	Iteration 26Q: 3 clusters Score -1817724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1817728.750000 Penalty: 3190.632324
	Iteration 27Q: 3 clusters Score -1817729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1817733.625000 Penalty: 3190.632324
	Iteration 28Q: 3 clusters Score -1817734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1817741.250000 Penalty: 3190.632324
	Iteration 29Q: 3 clusters Score -1817741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1817743.875000 Penalty: 3190.632324
	Iteration 30Q: 3 clusters Score -1817744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1817750.375000 Penalty: 3190.632324
	Iteration 31Q: 3 clusters Score -1817750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1817750.500000 Penalty: 3190.632324
	Iteration 32Q: 3 clusters Score -1817750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1817756.500000 Penalty: 3190.632324
	Iteration 33Q: 3 clusters Score -1817756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1817763.875000 Penalty: 3190.632324
	Iteration 34Q: 3 clusters Score -1817764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1817763.000000 Penalty: 3190.632324
	Iteration 35Q: 3 clusters Score -1817763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1817765.875000 Penalty: 3190.632324
	Iteration 36Q: 3 clusters Score -1817766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1817765.875000 Penalty: 3190.632324
	Iteration 37F: 3 clusters Score -1817766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -377426.625000 Penalty: 1346.723267
	Iteration 0F: 2 clusters Score -377426.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -374143.968750 Penalty: 2693.446533
	Iteration 0F: 3 clusters Score -374144 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -375021.656250 Penalty: 2693.446533
	Iteration 1F: 3 clusters Score -375021.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -375246.062500 Penalty: 2693.446533
	Iteration 2F: 3 clusters Score -375246.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -375459.781250 Penalty: 2693.446533
	Iteration 3F: 3 clusters Score -375459.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -375644.062500 Penalty: 2693.446533
	Iteration 4F: 3 clusters Score -375644.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -375801.812500 Penalty: 2693.446533
	Iteration 5F: 3 clusters Score -375801.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -375918.562500 Penalty: 2693.446533
	Iteration 6Q: 3 clusters Score -375918.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -376015.031250 Penalty: 2693.446533
	Iteration 7Q: 3 clusters Score -376015 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -376080.281250 Penalty: 2693.446533
	Iteration 8Q: 3 clusters Score -376080.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -376129.656250 Penalty: 2693.446533
	Iteration 9Q: 3 clusters Score -376129.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -376172.718750 Penalty: 2693.446533
	Iteration 10Q: 3 clusters Score -376172.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -376204.218750 Penalty: 2693.446533
	Iteration 11Q: 3 clusters Score -376204.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -376225.093750 Penalty: 2693.446533
	Iteration 12Q: 3 clusters Score -376225.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -376247.343750 Penalty: 2693.446533
	Iteration 13Q: 3 clusters Score -376247.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -376263.375000 Penalty: 2693.446533
	Iteration 14Q: 3 clusters Score -376263.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -376273.906250 Penalty: 2693.446533
	Iteration 15Q: 3 clusters Score -376273.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -376283.468750 Penalty: 2693.446533
	Iteration 16Q: 3 clusters Score -376283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -376289.281250 Penalty: 2693.446533
	Iteration 17Q: 3 clusters Score -376289.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -376296.625000 Penalty: 2693.446533
	Iteration 18Q: 3 clusters Score -376296.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -376304.031250 Penalty: 2693.446533
	Iteration 19Q: 3 clusters Score -376304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -376319.687500 Penalty: 2693.446533
	Iteration 20F: 3 clusters Score -376319.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -376335.906250 Penalty: 2693.446533
	Iteration 21Q: 3 clusters Score -376335.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -376348.875000 Penalty: 2693.446533
	Iteration 22Q: 3 clusters Score -376348.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -376359.843750 Penalty: 2693.446533
	Iteration 23Q: 3 clusters Score -376359.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -376366.468750 Penalty: 2693.446533
	Iteration 24Q: 3 clusters Score -376366.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -376375.000000 Penalty: 2693.446533
	Iteration 25Q: 3 clusters Score -376375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -376386.093750 Penalty: 2693.446533
	Iteration 26Q: 3 clusters Score -376386.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -376395.750000 Penalty: 2693.446533
	Iteration 27Q: 3 clusters Score -376395.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -376403.375000 Penalty: 2693.446533
	Iteration 28Q: 3 clusters Score -376403.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -376409.625000 Penalty: 2693.446533
	Iteration 29Q: 3 clusters Score -376409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -376414.125000 Penalty: 2693.446533
	Iteration 30Q: 3 clusters Score -376414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -376415.531250 Penalty: 2693.446533
	Iteration 31Q: 3 clusters Score -376415.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -376418.718750 Penalty: 2693.446533
	Iteration 32Q: 3 clusters Score -376418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -376420.312500 Penalty: 2693.446533
	Iteration 33Q: 3 clusters Score -376420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -376421.437500 Penalty: 2693.446533
	Iteration 34Q: 3 clusters Score -376421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -376422.468750 Penalty: 2693.446533
	Iteration 35Q: 3 clusters Score -376422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -376422.468750 Penalty: 2693.446533
	Iteration 36Q: 3 clusters Score -376422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -376423.125000 Penalty: 2693.446533
	Iteration 37Q: 3 clusters Score -376423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -376423.718750 Penalty: 2693.446533
	Iteration 38Q: 3 clusters Score -376423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -376425.312500 Penalty: 2693.446533
	Iteration 39Q: 3 clusters Score -376425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -376425.718750 Penalty: 2693.446533
	Iteration 40F: 3 clusters Score -376425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -376426.343750 Penalty: 2693.446533
	Iteration 41Q: 3 clusters Score -376426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -376426.343750 Penalty: 2693.446533
	Iteration 42F: 3 clusters Score -376426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -75595.062500 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -75595.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74231.226562 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -74231.23 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74518.968750 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -74518.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -74630.406250 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -74630.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74672.632812 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -74672.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74703.007812 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -74703.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74724.273438 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -74724.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -74738.812500 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -74738.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -74783.695312 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -74783.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74797.484375 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -74797.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -74804.789062 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -74804.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -74813.257812 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -74813.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74816.875000 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -74816.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -74818.218750 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -74818.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74824.820312 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -74824.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74829.789062 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -74829.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74843.726562 Penalty: 2215.439209
	Iteration 15Q: 3 clusters Score -74843.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74858.304688 Penalty: 2215.439209
	Iteration 16Q: 3 clusters Score -74858.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -74864.132812 Penalty: 2215.439209
	Iteration 17Q: 3 clusters Score -74864.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -74868.585938 Penalty: 2215.439209
	Iteration 18Q: 3 clusters Score -74868.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74874.843750 Penalty: 2215.439209
	Iteration 19Q: 3 clusters Score -74874.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -74882.765625 Penalty: 2215.439209
	Iteration 20F: 3 clusters Score -74882.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -74893.695312 Penalty: 2215.439209
	Iteration 21Q: 3 clusters Score -74893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -74901.968750 Penalty: 2215.439209
	Iteration 22Q: 3 clusters Score -74901.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74904.531250 Penalty: 2215.439209
	Iteration 23Q: 3 clusters Score -74904.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -74909.007812 Penalty: 2215.439209
	Iteration 24Q: 3 clusters Score -74909.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -74913.789062 Penalty: 2215.439209
	Iteration 25Q: 3 clusters Score -74913.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -74920.523438 Penalty: 2215.439209
	Iteration 26Q: 3 clusters Score -74920.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -74928.125000 Penalty: 2215.439209
	Iteration 27Q: 3 clusters Score -74928.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74933.015625 Penalty: 2215.439209
	Iteration 28Q: 3 clusters Score -74933.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -74955.664062 Penalty: 2215.439209
	Iteration 29Q: 3 clusters Score -74955.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -74964.554688 Penalty: 2215.439209
	Iteration 30Q: 3 clusters Score -74964.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -74973.140625 Penalty: 2215.439209
	Iteration 31Q: 3 clusters Score -74973.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -74987.304688 Penalty: 2215.439209
	Iteration 32Q: 3 clusters Score -74987.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -75007.851562 Penalty: 2215.439209
	Iteration 33Q: 3 clusters Score -75007.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -75023.984375 Penalty: 2215.439209
	Iteration 34Q: 3 clusters Score -75023.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75041.250000 Penalty: 2215.439209
	Iteration 35Q: 3 clusters Score -75041.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -75053.625000 Penalty: 2215.439209
	Iteration 36Q: 3 clusters Score -75053.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -75062.023438 Penalty: 2215.439209
	Iteration 37Q: 3 clusters Score -75062.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -75067.281250 Penalty: 2215.439209
	Iteration 38Q: 3 clusters Score -75067.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -75069.140625 Penalty: 2215.439209
	Iteration 39Q: 3 clusters Score -75069.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -75069.140625 Penalty: 2215.439209
	Iteration 40F: 3 clusters Score -75069.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -625303.562500 Penalty: 1429.257568
	Iteration 0F: 2 clusters Score -625303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -620338.187500 Penalty: 2858.515137
	Iteration 0F: 3 clusters Score -620338.2 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -621787.562500 Penalty: 2858.515137
	Iteration 1F: 3 clusters Score -621787.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -622040.937500 Penalty: 2858.515137
	Iteration 2F: 3 clusters Score -622040.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -622308.250000 Penalty: 2858.515137
	Iteration 3F: 3 clusters Score -622308.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -622591.562500 Penalty: 2858.515137
	Iteration 4F: 3 clusters Score -622591.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -622931.750000 Penalty: 2858.515137
	Iteration 5F: 3 clusters Score -622931.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -623309.125000 Penalty: 2858.515137
	Iteration 6F: 3 clusters Score -623309.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -623708.062500 Penalty: 2858.515137
	Iteration 7F: 3 clusters Score -623708.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -624031.437500 Penalty: 2858.515137
	Iteration 8F: 3 clusters Score -624031.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -624267.812500 Penalty: 2858.515137
	Iteration 9Q: 3 clusters Score -624267.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -624411.937500 Penalty: 2858.515137
	Iteration 10Q: 3 clusters Score -624411.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -624490.125000 Penalty: 2858.515137
	Iteration 11Q: 3 clusters Score -624490.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -624555.500000 Penalty: 2858.515137
	Iteration 12Q: 3 clusters Score -624555.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -624609.062500 Penalty: 2858.515137
	Iteration 13Q: 3 clusters Score -624609.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -624656.812500 Penalty: 2858.515137
	Iteration 14Q: 3 clusters Score -624656.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -624691.062500 Penalty: 2858.515137
	Iteration 15Q: 3 clusters Score -624691.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -624724.562500 Penalty: 2858.515137
	Iteration 16Q: 3 clusters Score -624724.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -624741.250000 Penalty: 2858.515137
	Iteration 17Q: 3 clusters Score -624741.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -624752.437500 Penalty: 2858.515137
	Iteration 18Q: 3 clusters Score -624752.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -624765.062500 Penalty: 2858.515137
	Iteration 19Q: 3 clusters Score -624765.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -624775.625000 Penalty: 2858.515137
	Iteration 20F: 3 clusters Score -624775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -624779.250000 Penalty: 2858.515137
	Iteration 21Q: 3 clusters Score -624779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -624784.187500 Penalty: 2858.515137
	Iteration 22Q: 3 clusters Score -624784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -624790.187500 Penalty: 2858.515137
	Iteration 23Q: 3 clusters Score -624790.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -624796.125000 Penalty: 2858.515137
	Iteration 24Q: 3 clusters Score -624796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -624797.187500 Penalty: 2858.515137
	Iteration 25Q: 3 clusters Score -624797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -624799.875000 Penalty: 2858.515137
	Iteration 26Q: 3 clusters Score -624799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -624801.437500 Penalty: 2858.515137
	Iteration 27Q: 3 clusters Score -624801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -624802.562500 Penalty: 2858.515137
	Iteration 28Q: 3 clusters Score -624802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -624803.562500 Penalty: 2858.515137
	Iteration 29Q: 3 clusters Score -624803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -624804.062500 Penalty: 2858.515137
	Iteration 30Q: 3 clusters Score -624804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -624807.750000 Penalty: 2858.515137
	Iteration 31Q: 3 clusters Score -624807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -624809.250000 Penalty: 2858.515137
	Iteration 32Q: 3 clusters Score -624809.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -624813.000000 Penalty: 2858.515137
	Iteration 33Q: 3 clusters Score -624813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -624819.375000 Penalty: 2858.515137
	Iteration 34Q: 3 clusters Score -624819.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -624822.812500 Penalty: 2858.515137
	Iteration 35Q: 3 clusters Score -624822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -624823.437500 Penalty: 2858.515137
	Iteration 36Q: 3 clusters Score -624823.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -624824.812500 Penalty: 2858.515137
	Iteration 37Q: 3 clusters Score -624824.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -624825.562500 Penalty: 2858.515137
	Iteration 38Q: 3 clusters Score -624825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -624826.312500 Penalty: 2858.515137
	Iteration 39Q: 3 clusters Score -624826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -624828.250000 Penalty: 2858.515137
	Iteration 40F: 3 clusters Score -624828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -624829.562500 Penalty: 2858.515137
	Iteration 41Q: 3 clusters Score -624829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -624829.250000 Penalty: 2858.515137
	Iteration 42Q: 3 clusters Score -624829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -624830.000000 Penalty: 2858.515137
	Iteration 43Q: 3 clusters Score -624830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -624830.062500 Penalty: 2858.515137
	Iteration 44Q: 3 clusters Score -624830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -624830.062500 Penalty: 2858.515137
	Iteration 45F: 3 clusters Score -624830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -429334.343750 Penalty: 1378.153320
	Iteration 0F: 2 clusters Score -429334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -425474.000000 Penalty: 2756.306641
	Iteration 0F: 3 clusters Score -425474 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -426585.875000 Penalty: 2756.306641
	Iteration 1F: 3 clusters Score -426585.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -426837.593750 Penalty: 2756.306641
	Iteration 2F: 3 clusters Score -426837.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -427009.718750 Penalty: 2756.306641
	Iteration 3F: 3 clusters Score -427009.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -427130.156250 Penalty: 2756.306641
	Iteration 4Q: 3 clusters Score -427130.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -427229.281250 Penalty: 2756.306641
	Iteration 5Q: 3 clusters Score -427229.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -427319.187500 Penalty: 2756.306641
	Iteration 6Q: 3 clusters Score -427319.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -427405.281250 Penalty: 2756.306641
	Iteration 7Q: 3 clusters Score -427405.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -427490.437500 Penalty: 2756.306641
	Iteration 8Q: 3 clusters Score -427490.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -427565.781250 Penalty: 2756.306641
	Iteration 9Q: 3 clusters Score -427565.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -427644.187500 Penalty: 2756.306641
	Iteration 10Q: 3 clusters Score -427644.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -427726.843750 Penalty: 2756.306641
	Iteration 11Q: 3 clusters Score -427726.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -427787.468750 Penalty: 2756.306641
	Iteration 12Q: 3 clusters Score -427787.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -427835.656250 Penalty: 2756.306641
	Iteration 13Q: 3 clusters Score -427835.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -427878.593750 Penalty: 2756.306641
	Iteration 14Q: 3 clusters Score -427878.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -427919.937500 Penalty: 2756.306641
	Iteration 15Q: 3 clusters Score -427919.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -427955.156250 Penalty: 2756.306641
	Iteration 16Q: 3 clusters Score -427955.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -427992.312500 Penalty: 2756.306641
	Iteration 17Q: 3 clusters Score -427992.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -428015.937500 Penalty: 2756.306641
	Iteration 18Q: 3 clusters Score -428015.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -428031.843750 Penalty: 2756.306641
	Iteration 19Q: 3 clusters Score -428031.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -428058.531250 Penalty: 2756.306641
	Iteration 20F: 3 clusters Score -428058.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -428096.937500 Penalty: 2756.306641
	Iteration 21Q: 3 clusters Score -428096.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -428115.093750 Penalty: 2756.306641
	Iteration 22Q: 3 clusters Score -428115.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -428124.187500 Penalty: 2756.306641
	Iteration 23Q: 3 clusters Score -428124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -428138.218750 Penalty: 2756.306641
	Iteration 24Q: 3 clusters Score -428138.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -428151.656250 Penalty: 2756.306641
	Iteration 25Q: 3 clusters Score -428151.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -428163.562500 Penalty: 2756.306641
	Iteration 26Q: 3 clusters Score -428163.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -428173.250000 Penalty: 2756.306641
	Iteration 27Q: 3 clusters Score -428173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -428183.343750 Penalty: 2756.306641
	Iteration 28Q: 3 clusters Score -428183.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -428189.781250 Penalty: 2756.306641
	Iteration 29Q: 3 clusters Score -428189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -428193.906250 Penalty: 2756.306641
	Iteration 30Q: 3 clusters Score -428193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -428197.312500 Penalty: 2756.306641
	Iteration 31Q: 3 clusters Score -428197.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -428201.531250 Penalty: 2756.306641
	Iteration 32Q: 3 clusters Score -428201.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -428205.593750 Penalty: 2756.306641
	Iteration 33Q: 3 clusters Score -428205.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -428207.000000 Penalty: 2756.306641
	Iteration 34Q: 3 clusters Score -428207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -428207.000000 Penalty: 2756.306641
	Iteration 35Q: 3 clusters Score -428207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -428208.187500 Penalty: 2756.306641
	Iteration 36Q: 3 clusters Score -428208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -428208.593750 Penalty: 2756.306641
	Iteration 37Q: 3 clusters Score -428208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -428211.375000 Penalty: 2756.306641
	Iteration 38Q: 3 clusters Score -428211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -428211.500000 Penalty: 2756.306641
	Iteration 39Q: 3 clusters Score -428211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -428212.593750 Penalty: 2756.306641
	Iteration 40F: 3 clusters Score -428212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -428215.406250 Penalty: 2756.306641
	Iteration 41Q: 3 clusters Score -428215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -428217.312500 Penalty: 2756.306641
	Iteration 42Q: 3 clusters Score -428217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -428218.375000 Penalty: 2756.306641
	Iteration 43Q: 3 clusters Score -428218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -428220.093750 Penalty: 2756.306641
	Iteration 44Q: 3 clusters Score -428220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -428222.375000 Penalty: 2756.306641
	Iteration 45Q: 3 clusters Score -428222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -428223.718750 Penalty: 2756.306641
	Iteration 46Q: 3 clusters Score -428223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -428224.031250 Penalty: 2756.306641
	Iteration 47Q: 3 clusters Score -428224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -428223.437500 Penalty: 2756.306641
	Iteration 48Q: 3 clusters Score -428223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -428223.437500 Penalty: 2756.306641
	Iteration 49F: 3 clusters Score -428223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (107120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107120 members 
Entering Unmasked Estep 
Score: -10616906.000000 Penalty: 1882.027100
	Iteration 0F: 2 clusters Score -1.061691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -10545891.000000 Penalty: 3764.054199
	Iteration 0F: 3 clusters Score -1.054589e+07 nChanged 51269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -10576049.000000 Penalty: 3764.054199
	Iteration 1F: 3 clusters Score -1.057605e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -10576922.000000 Penalty: 3764.054199
	Iteration 2Q: 3 clusters Score -1.057692e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -10578416.000000 Penalty: 3764.054199
	Iteration 3Q: 3 clusters Score -1.057842e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -10581034.000000 Penalty: 3764.054199
	Iteration 4F: 3 clusters Score -1.058103e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -10585705.000000 Penalty: 3764.054199
	Iteration 5F: 3 clusters Score -1.05857e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -10593112.000000 Penalty: 3764.054199
	Iteration 6F: 3 clusters Score -1.059311e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -10602026.000000 Penalty: 3764.054199
	Iteration 7F: 3 clusters Score -1.060203e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -10609504.000000 Penalty: 3764.054199
	Iteration 8F: 3 clusters Score -1.06095e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -10613282.000000 Penalty: 3764.054199
	Iteration 9Q: 3 clusters Score -1.061328e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -10614671.000000 Penalty: 3764.054199
	Iteration 10Q: 3 clusters Score -1.061467e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -10615160.000000 Penalty: 3764.054199
	Iteration 11Q: 3 clusters Score -1.061516e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -10615335.000000 Penalty: 3764.054199
	Iteration 12Q: 3 clusters Score -1.061534e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 106462 members 
Entering Unmasked Estep 
Score: -10615434.000000 Penalty: 3764.054199
	Iteration 13Q: 3 clusters Score -1.061543e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -10615472.000000 Penalty: 3764.054199
	Iteration 14Q: 3 clusters Score -1.061547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -10615524.000000 Penalty: 3764.054199
	Iteration 15Q: 3 clusters Score -1.061552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 106489 members 
Entering Unmasked Estep 
Score: -10615539.000000 Penalty: 3764.054199
	Iteration 16Q: 3 clusters Score -1.061554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 106494 members 
Entering Unmasked Estep 
Score: -10615553.000000 Penalty: 3764.054199
	Iteration 17Q: 3 clusters Score -1.061555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -10615558.000000 Penalty: 3764.054199
	Iteration 18Q: 3 clusters Score -1.061556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -10615578.000000 Penalty: 3764.054199
	Iteration 19Q: 3 clusters Score -1.061558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -10615579.000000 Penalty: 3764.054199
	Iteration 20F: 3 clusters Score -1.061558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 106505 members 
Entering Unmasked Estep 
Score: -10615594.000000 Penalty: 3764.054199
	Iteration 21Q: 3 clusters Score -1.061559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -10615595.000000 Penalty: 3764.054199
	Iteration 22Q: 3 clusters Score -1.06156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -10615610.000000 Penalty: 3764.054199
	Iteration 23Q: 3 clusters Score -1.061561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -10615599.000000 Penalty: 3764.054199
	Iteration 24Q: 3 clusters Score -1.06156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
Score: -10615601.000000 Penalty: 3764.054199
	Iteration 25Q: 3 clusters Score -1.06156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -10615601.000000 Penalty: 3764.054199
	Iteration 26Q: 3 clusters Score -1.06156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -10615599.000000 Penalty: 3764.054199
	Iteration 27Q: 3 clusters Score -1.06156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -10615597.000000 Penalty: 3764.054199
	Iteration 28Q: 3 clusters Score -1.06156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -10615597.000000 Penalty: 3764.054199
	Iteration 29F: 3 clusters Score -1.06156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Entering Unmasked Estep 
Score: -1503680.750000 Penalty: 1565.733276
	Iteration 0F: 2 clusters Score -1503681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1493187.000000 Penalty: 3131.466553
	Iteration 0F: 3 clusters Score -1493187 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1496667.125000 Penalty: 3131.466553
	Iteration 1F: 3 clusters Score -1496667 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1496914.875000 Penalty: 3131.466553
	Iteration 2F: 3 clusters Score -1496915 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1497081.250000 Penalty: 3131.466553
	Iteration 3Q: 3 clusters Score -1497081 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1497219.625000 Penalty: 3131.466553
	Iteration 4Q: 3 clusters Score -1497220 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1497338.625000 Penalty: 3131.466553
	Iteration 5Q: 3 clusters Score -1497339 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1497436.875000 Penalty: 3131.466553
	Iteration 6Q: 3 clusters Score -1497437 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1497524.625000 Penalty: 3131.466553
	Iteration 7Q: 3 clusters Score -1497525 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1497621.875000 Penalty: 3131.466553
	Iteration 8Q: 3 clusters Score -1497622 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1497746.750000 Penalty: 3131.466553
	Iteration 9Q: 3 clusters Score -1497747 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1497904.000000 Penalty: 3131.466553
	Iteration 10Q: 3 clusters Score -1497904 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1498086.000000 Penalty: 3131.466553
	Iteration 11Q: 3 clusters Score -1498086 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1501671.250000 Penalty: 3131.466553
	Iteration 105Q: 3 clusters Score -1501671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1501669.500000 Penalty: 3131.466553
	Iteration 106Q: 3 clusters Score -1501670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1501670.625000 Penalty: 3131.466553
	Iteration 107Q: 3 clusters Score -1501671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1501671.125000 Penalty: 3131.466553
	Iteration 108Q: 3 clusters Score -1501671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1501670.875000 Penalty: 3131.466553
	Iteration 109Q: 3 clusters Score -1501671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1501669.875000 Penalty: 3131.466553
	Iteration 110Q: 3 clusters Score -1501670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1501669.875000 Penalty: 3131.466553
	Iteration 111F: 3 clusters Score -1501670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -823909.500000 Penalty: 1481.907471
	Iteration 0F: 2 clusters Score -823909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -817413.812500 Penalty: 2963.814941
	Iteration 0F: 3 clusters Score -817413.8 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -819420.250000 Penalty: 2963.814941
	Iteration 1F: 3 clusters Score -819420.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -819710.312500 Penalty: 2963.814941
	Iteration 2F: 3 clusters Score -819710.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -819983.562500 Penalty: 2963.814941
	Iteration 3F: 3 clusters Score -819983.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -820246.062500 Penalty: 2963.814941
	Iteration 4F: 3 clusters Score -820246.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -820465.187500 Penalty: 2963.814941
	Iteration 5Q: 3 clusters Score -820465.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -820675.437500 Penalty: 2963.814941
	Iteration 6Q: 3 clusters Score -820675.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -820917.500000 Penalty: 2963.814941
	Iteration 7Q: 3 clusters Score -820917.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -821187.812500 Penalty: 2963.814941
	Iteration 8Q: 3 clusters Score -821187.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -821469.187500 Penalty: 2963.814941
	Iteration 9Q: 3 clusters Score -821469.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -821757.937500 Penalty: 2963.814941
	Iteration 10Q: 3 clusters Score -821757.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -822027.062500 Penalty: 2963.814941
	Iteration 11Q: 3 clusters Score -822027.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -822241.000000 Penalty: 2963.814941
	Iteration 12Q: 3 clusters Score -822241 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -822392.625000 Penalty: 2963.814941
	Iteration 13Q: 3 clusters Score -822392.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -822507.750000 Penalty: 2963.814941
	Iteration 14Q: 3 clusters Score -822507.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -822606.562500 Penalty: 2963.814941
	Iteration 15Q: 3 clusters Score -822606.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -822680.875000 Penalty: 2963.814941
	Iteration 16Q: 3 clusters Score -822680.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -822718.812500 Penalty: 2963.814941
	Iteration 17Q: 3 clusters Score -822718.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -822733.062500 Penalty: 2963.814941
	Iteration 18Q: 3 clusters Score -822733.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -822739.562500 Penalty: 2963.814941
	Iteration 19Q: 3 clusters Score -822739.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -822749.562500 Penalty: 2963.814941
	Iteration 20F: 3 clusters Score -822749.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -822755.250000 Penalty: 2963.814941
	Iteration 21Q: 3 clusters Score -822755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -822755.875000 Penalty: 2963.814941
	Iteration 22Q: 3 clusters Score -822755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -822758.625000 Penalty: 2963.814941
	Iteration 23Q: 3 clusters Score -822758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -822758.625000 Penalty: 2963.814941
	Iteration 24Q: 3 clusters Score -822758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -822758.812500 Penalty: 2963.814941
	Iteration 25Q: 3 clusters Score -822758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -822760.312500 Penalty: 2963.814941
	Iteration 26Q: 3 clusters Score -822760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -822760.937500 Penalty: 2963.814941
	Iteration 27Q: 3 clusters Score -822760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -822764.062500 Penalty: 2963.814941
	Iteration 28Q: 3 clusters Score -822764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -822765.562500 Penalty: 2963.814941
	Iteration 29Q: 3 clusters Score -822765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -822766.500000 Penalty: 2963.814941
	Iteration 30Q: 3 clusters Score -822766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -822767.687500 Penalty: 2963.814941
	Iteration 31Q: 3 clusters Score -822767.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -822769.750000 Penalty: 2963.814941
	Iteration 32Q: 3 clusters Score -822769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -822773.375000 Penalty: 2963.814941
	Iteration 33Q: 3 clusters Score -822773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -822775.375000 Penalty: 2963.814941
	Iteration 34Q: 3 clusters Score -822775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -822775.375000 Penalty: 2963.814941
	Iteration 35F: 3 clusters Score -822775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Entering Unmasked Estep 
Score: -3533072.000000 Penalty: 1702.298218
	Iteration 0F: 2 clusters Score -3533072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3509122.000000 Penalty: 3404.596436
	Iteration 0F: 3 clusters Score -3509122 nChanged 16509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3518179.750000 Penalty: 3404.596436
	Iteration 1F: 3 clusters Score -3518180 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3518586.750000 Penalty: 3404.596436
	Iteration 2Q: 3 clusters Score -3518587 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3519026.000000 Penalty: 3404.596436
	Iteration 3Q: 3 clusters Score -3519026 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3519561.000000 Penalty: 3404.596436
	Iteration 4Q: 3 clusters Score -3519561 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3520394.750000 Penalty: 3404.596436
	Iteration 5Q: 3 clusters Score -3520395 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3521810.750000 Penalty: 3404.596436
	Iteration 6F: 3 clusters Score -3521811 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -3523899.250000 Penalty: 3404.596436
	Iteration 7F: 3 clusters Score -3523899 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3526589.750000 Penalty: 3404.596436
	Iteration 8F: 3 clusters Score -3526590 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3529037.750000 Penalty: 3404.596436
	Iteration 9F: 3 clusters Score -3529038 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3530483.500000 Penalty: 3404.596436
	Iteration 10Q: 3 clusters Score -3530484 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3531130.750000 Penalty: 3404.596436
	Iteration 11Q: 3 clusters Score -3531131 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3531379.500000 Penalty: 3404.596436
	Iteration 12Q: 3 clusters Score -3531380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3531487.250000 Penalty: 3404.596436
	Iteration 13Q: 3 clusters Score -3531487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3531535.000000 Penalty: 3404.596436
	Iteration 14Q: 3 clusters Score -3531535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3531558.000000 Penalty: 3404.596436
	Iteration 15Q: 3 clusters Score -3531558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3531577.250000 Penalty: 3404.596436
	Iteration 16Q: 3 clusters Score -3531577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3531591.750000 Penalty: 3404.596436
	Iteration 17Q: 3 clusters Score -3531592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3531608.750000 Penalty: 3404.596436
	Iteration 18Q: 3 clusters Score -3531609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3531614.750000 Penalty: 3404.596436
	Iteration 19Q: 3 clusters Score -3531615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3531617.250000 Penalty: 3404.596436
	Iteration 20F: 3 clusters Score -3531617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3531617.500000 Penalty: 3404.596436
	Iteration 21Q: 3 clusters Score -3531618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3531617.000000 Penalty: 3404.596436
	Iteration 22Q: 3 clusters Score -3531617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3531622.250000 Penalty: 3404.596436
	Iteration 23Q: 3 clusters Score -3531622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3531622.500000 Penalty: 3404.596436
	Iteration 24Q: 3 clusters Score -3531622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3531625.000000 Penalty: 3404.596436
	Iteration 25Q: 3 clusters Score -3531625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3531625.000000 Penalty: 3404.596436
	Iteration 26F: 3 clusters Score -3531625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Entering Unmasked Estep 
Score: -1441904.750000 Penalty: 1560.924316
	Iteration 0F: 2 clusters Score -1441905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1431583.750000 Penalty: 3121.848633
	Iteration 0F: 3 clusters Score -1431584 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1435100.000000 Penalty: 3121.848633
	Iteration 1F: 3 clusters Score -1435100 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1435342.000000 Penalty: 3121.848633
	Iteration 2F: 3 clusters Score -1435342 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1435554.875000 Penalty: 3121.848633
	Iteration 3Q: 3 clusters Score -1435555 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1435784.125000 Penalty: 3121.848633
	Iteration 4Q: 3 clusters Score -1435784 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1436039.750000 Penalty: 3121.848633
	Iteration 5Q: 3 clusters Score -1436040 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1436290.125000 Penalty: 3121.848633
	Iteration 6Q: 3 clusters Score -1436290 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1436576.500000 Penalty: 3121.848633
	Iteration 7Q: 3 clusters Score -1436576 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1436859.250000 Penalty: 3121.848633
	Iteration 8Q: 3 clusters Score -1436859 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1437202.000000 Penalty: 3121.848633
	Iteration 9Q: 3 clusters Score -1437202 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1437533.750000 Penalty: 3121.848633
	Iteration 10Q: 3 clusters Score -1437534 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1437836.750000 Penalty: 3121.848633
	Iteration 11Q: 3 clusters Score -1437837 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1438163.875000 Penalty: 3121.848633
	Iteration 12Q: 3 clusters Score -1438164 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1438474.500000 Penalty: 3121.848633
	Iteration 13Q: 3 clusters Score -1438474 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1438739.875000 Penalty: 3121.848633
	Iteration 14Q: 3 clusters Score -1438740 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1438983.125000 Penalty: 3121.848633
	Iteration 15Q: 3 clusters Score -1438983 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1439162.125000 Penalty: 3121.848633
	Iteration 16Q: 3 clusters Score -1439162 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1439307.875000 Penalty: 3121.848633
	Iteration 17Q: 3 clusters Score -1439308 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1439432.125000 Penalty: 3121.848633
	Iteration 18Q: 3 clusters Score -1439432 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1439555.500000 Penalty: 3121.848633
	Iteration 19Q: 3 clusters Score -1439556 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1439650.625000 Penalty: 3121.848633
	Iteration 20F: 3 clusters Score -1439651 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1439725.000000 Penalty: 3121.848633
	Iteration 21Q: 3 clusters Score -1439725 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1439790.250000 Penalty: 3121.848633
	Iteration 22Q: 3 clusters Score -1439790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1439864.875000 Penalty: 3121.848633
	Iteration 23Q: 3 clusters Score -1439865 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1439933.500000 Penalty: 3121.848633
	Iteration 24Q: 3 clusters Score -1439934 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1440000.125000 Penalty: 3121.848633
	Iteration 25Q: 3 clusters Score -1440000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1440079.750000 Penalty: 3121.848633
	Iteration 26Q: 3 clusters Score -1440080 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1440164.125000 Penalty: 3121.848633
	Iteration 27Q: 3 clusters Score -1440164 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1440229.375000 Penalty: 3121.848633
	Iteration 28Q: 3 clusters Score -1440229 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1440302.750000 Penalty: 3121.848633
	Iteration 29Q: 3 clusters Score -1440303 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1440360.125000 Penalty: 3121.848633
	Iteration 30Q: 3 clusters Score -1440360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1440432.375000 Penalty: 3121.848633
	Iteration 31Q: 3 clusters Score -1440432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1440483.000000 Penalty: 3121.848633
	Iteration 32Q: 3 clusters Score -1440483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1440525.125000 Penalty: 3121.848633
	Iteration 33Q: 3 clusters Score -1440525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1440563.625000 Penalty: 3121.848633
	Iteration 34Q: 3 clusters Score -1440564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1440598.375000 Penalty: 3121.848633
	Iteration 35Q: 3 clusters Score -1440598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1440627.500000 Penalty: 3121.848633
	Iteration 36Q: 3 clusters Score -1440628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1440656.875000 Penalty: 3121.848633
	Iteration 37Q: 3 clusters Score -1440657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1440680.500000 Penalty: 3121.848633
	Iteration 38Q: 3 clusters Score -1440680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1440697.875000 Penalty: 3121.848633
	Iteration 39Q: 3 clusters Score -1440698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1440716.125000 Penalty: 3121.848633
	Iteration 40F: 3 clusters Score -1440716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1440735.250000 Penalty: 3121.848633
	Iteration 41Q: 3 clusters Score -1440735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1440747.125000 Penalty: 3121.848633
	Iteration 42Q: 3 clusters Score -1440747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1440757.125000 Penalty: 3121.848633
	Iteration 43Q: 3 clusters Score -1440757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1440768.625000 Penalty: 3121.848633
	Iteration 44Q: 3 clusters Score -1440769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1440772.500000 Penalty: 3121.848633
	Iteration 45Q: 3 clusters Score -1440772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1440780.125000 Penalty: 3121.848633
	Iteration 46Q: 3 clusters Score -1440780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1440792.500000 Penalty: 3121.848633
	Iteration 47Q: 3 clusters Score -1440792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1440795.125000 Penalty: 3121.848633
	Iteration 48Q: 3 clusters Score -1440795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1440803.125000 Penalty: 3121.848633
	Iteration 49Q: 3 clusters Score -1440803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1440806.375000 Penalty: 3121.848633
	Iteration 50Q: 3 clusters Score -1440806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1440807.250000 Penalty: 3121.848633
	Iteration 51Q: 3 clusters Score -1440807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1440809.500000 Penalty: 3121.848633
	Iteration 52Q: 3 clusters Score -1440810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1440810.250000 Penalty: 3121.848633
	Iteration 53Q: 3 clusters Score -1440810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1440815.875000 Penalty: 3121.848633
	Iteration 54Q: 3 clusters Score -1440816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1440819.500000 Penalty: 3121.848633
	Iteration 55Q: 3 clusters Score -1440820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1440825.500000 Penalty: 3121.848633
	Iteration 56Q: 3 clusters Score -1440826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1440823.750000 Penalty: 3121.848633
	Iteration 57Q: 3 clusters Score -1440824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1440826.875000 Penalty: 3121.848633
	Iteration 58Q: 3 clusters Score -1440827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1440825.625000 Penalty: 3121.848633
	Iteration 59Q: 3 clusters Score -1440826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1440825.625000 Penalty: 3121.848633
	Iteration 60F: 3 clusters Score -1440826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Entering Unmasked Estep 
Score: -1286224.875000 Penalty: 1539.176880
	Iteration 0F: 2 clusters Score -1286225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1277169.250000 Penalty: 3078.353760
	Iteration 0F: 3 clusters Score -1277169 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1280080.500000 Penalty: 3078.353760
	Iteration 1F: 3 clusters Score -1280080 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1280297.000000 Penalty: 3078.353760
	Iteration 2F: 3 clusters Score -1280297 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1280471.500000 Penalty: 3078.353760
	Iteration 3Q: 3 clusters Score -1280472 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1280639.250000 Penalty: 3078.353760
	Iteration 4Q: 3 clusters Score -1280639 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1280806.000000 Penalty: 3078.353760
	Iteration 5Q: 3 clusters Score -1280806 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1280975.000000 Penalty: 3078.353760
	Iteration 6Q: 3 clusters Score -1280975 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1281217.375000 Penalty: 3078.353760
	Iteration 7Q: 3 clusters Score -1281217 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1281573.000000 Penalty: 3078.353760
	Iteration 8Q: 3 clusters Score -1281573 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1282035.500000 Penalty: 3078.353760
	Iteration 9F: 3 clusters Score -1282036 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1282637.375000 Penalty: 3078.353760
	Iteration 10F: 3 clusters Score -1282637 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1283279.250000 Penalty: 3078.353760
	Iteration 11F: 3 clusters Score -1283279 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1283857.250000 Penalty: 3078.353760
	Iteration 12Q: 3 clusters Score -1283857 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1284240.250000 Penalty: 3078.353760
	Iteration 13Q: 3 clusters Score -1284240 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1284485.000000 Penalty: 3078.353760
	Iteration 14Q: 3 clusters Score -1284485 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1284621.375000 Penalty: 3078.353760
	Iteration 15Q: 3 clusters Score -1284621 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1284687.250000 Penalty: 3078.353760
	Iteration 16Q: 3 clusters Score -1284687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1284724.375000 Penalty: 3078.353760
	Iteration 17Q: 3 clusters Score -1284724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1284758.875000 Penalty: 3078.353760
	Iteration 18Q: 3 clusters Score -1284759 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1284794.750000 Penalty: 3078.353760
	Iteration 19Q: 3 clusters Score -1284795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1284826.625000 Penalty: 3078.353760
	Iteration 20F: 3 clusters Score -1284827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1284841.375000 Penalty: 3078.353760
	Iteration 21Q: 3 clusters Score -1284841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1284847.625000 Penalty: 3078.353760
	Iteration 22Q: 3 clusters Score -1284848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1284855.125000 Penalty: 3078.353760
	Iteration 23Q: 3 clusters Score -1284855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1284862.500000 Penalty: 3078.353760
	Iteration 24Q: 3 clusters Score -1284862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1284864.750000 Penalty: 3078.353760
	Iteration 25Q: 3 clusters Score -1284865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1284866.125000 Penalty: 3078.353760
	Iteration 26Q: 3 clusters Score -1284866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1284866.625000 Penalty: 3078.353760
	Iteration 27Q: 3 clusters Score -1284867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1284866.625000 Penalty: 3078.353760
	Iteration 28F: 3 clusters Score -1284867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -9011.263672 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -9011.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8412.637695 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -8412.638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8422.064453 Penalty: 1539.264526
	Iteration 1Q: 3 clusters Score -8422.064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -8422.064453 Penalty: 1539.264526
	Iteration 2F: 3 clusters Score -8422.064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 125150 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15775 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 6098 members 
Mstep: Class 7 contains 14816 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14756 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6474 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18349 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4822 members 
Mstep: Class 21 contains 107120 members 
Mstep: Class 22 contains 15295 members 
Mstep: Class 23 contains 9131 members 
Mstep: Class 24 contains 35443 members 
Mstep: Class 25 contains 14849 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414180.000000 Penalty: 57955.015625
Iteration 159Q: 28 clusters Score -5.241418e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 125151 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15773 members 
Mstep: Class 5 contains 23905 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 14767 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14755 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6453 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 18349 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4823 members 
Mstep: Class 21 contains 107108 members 
Mstep: Class 22 contains 15311 members 
Mstep: Class 23 contains 9132 members 
Mstep: Class 24 contains 35485 members 
Mstep: Class 25 contains 14849 members 
Mstep: Class 26 contains 12988 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414200.000000 Penalty: 57955.015625
Iteration 160F: 28 clusters Score -5.24142e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 125152 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 23846 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 14731 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 4881 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14752 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18345 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4828 members 
Mstep: Class 21 contains 107094 members 
Mstep: Class 22 contains 15327 members 
Mstep: Class 23 contains 9132 members 
Mstep: Class 24 contains 35518 members 
Mstep: Class 25 contains 14848 members 
Mstep: Class 26 contains 12985 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414176.000000 Penalty: 57955.015625
Iteration 161Q: 28 clusters Score -5.241418e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 125153 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 23772 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 14674 members 
Mstep: Class 8 contains 21855 members 
Mstep: Class 9 contains 4879 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14759 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6415 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18346 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 107083 members 
Mstep: Class 22 contains 15353 members 
Mstep: Class 23 contains 9131 members 
Mstep: Class 24 contains 35563 members 
Mstep: Class 25 contains 14847 members 
Mstep: Class 26 contains 12985 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414104.000000 Penalty: 57955.015625
Iteration 162Q: 28 clusters Score -5.24141e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 125152 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23688 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 14613 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14767 members 
Mstep: Class 12 contains 11715 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18342 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 107071 members 
Mstep: Class 22 contains 15383 members 
Mstep: Class 23 contains 9129 members 
Mstep: Class 24 contains 35596 members 
Mstep: Class 25 contains 14848 members 
Mstep: Class 26 contains 12988 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52413992.000000 Penalty: 57955.015625
Iteration 163Q: 28 clusters Score -5.241399e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 125156 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23614 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 14562 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14775 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6390 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 18341 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 107071 members 
Mstep: Class 22 contains 15403 members 
Mstep: Class 23 contains 9127 members 
Mstep: Class 24 contains 35624 members 
Mstep: Class 25 contains 14845 members 
Mstep: Class 26 contains 12985 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414072.000000 Penalty: 57955.015625
Iteration 164Q: 28 clusters Score -5.241407e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 125159 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23538 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 14512 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4878 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14779 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6381 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 16 contains 18337 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15424 members 
Mstep: Class 23 contains 9127 members 
Mstep: Class 24 contains 35653 members 
Mstep: Class 25 contains 14840 members 
Mstep: Class 26 contains 12986 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414028.000000 Penalty: 57955.015625
Iteration 165Q: 28 clusters Score -5.241403e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 125153 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23458 members 
Mstep: Class 6 contains 6098 members 
Mstep: Class 7 contains 14465 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14785 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6368 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18333 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 107076 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 9128 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 14838 members 
Mstep: Class 26 contains 12986 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414156.000000 Penalty: 57955.015625
Iteration 166Q: 28 clusters Score -5.241416e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 125152 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23378 members 
Mstep: Class 6 contains 6097 members 
Mstep: Class 7 contains 14436 members 
Mstep: Class 8 contains 21859 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14790 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6354 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 18329 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 107082 members 
Mstep: Class 22 contains 15459 members 
Mstep: Class 23 contains 9132 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 14840 members 
Mstep: Class 26 contains 12986 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414204.000000 Penalty: 57955.015625
Iteration 167Q: 28 clusters Score -5.24142e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 125159 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23274 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 14411 members 
Mstep: Class 8 contains 21859 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14788 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6338 members 
Mstep: Class 15 contains 8787 members 
Mstep: Class 16 contains 18322 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 107081 members 
Mstep: Class 22 contains 15479 members 
Mstep: Class 23 contains 9133 members 
Mstep: Class 24 contains 35712 members 
Mstep: Class 25 contains 14840 members 
Mstep: Class 26 contains 12985 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414268.000000 Penalty: 57955.015625
Iteration 168Q: 28 clusters Score -5.241427e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 125164 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23167 members 
Mstep: Class 6 contains 6094 members 
Mstep: Class 7 contains 14387 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6324 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18319 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 107076 members 
Mstep: Class 22 contains 15493 members 
Mstep: Class 23 contains 9132 members 
Mstep: Class 24 contains 35726 members 
Mstep: Class 25 contains 14840 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414356.000000 Penalty: 57955.015625
Iteration 169Q: 28 clusters Score -5.241436e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 125169 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 23048 members 
Mstep: Class 6 contains 6094 members 
Mstep: Class 7 contains 14361 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14796 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18312 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4827 members 
Mstep: Class 21 contains 107071 members 
Mstep: Class 22 contains 15512 members 
Mstep: Class 23 contains 9130 members 
Mstep: Class 24 contains 35738 members 
Mstep: Class 25 contains 14839 members 
Mstep: Class 26 contains 12992 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414456.000000 Penalty: 57955.015625
Iteration 170Q: 28 clusters Score -5.241446e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 125178 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15771 members 
Mstep: Class 5 contains 22931 members 
Mstep: Class 6 contains 6092 members 
Mstep: Class 7 contains 14341 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14801 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6301 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18311 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 107066 members 
Mstep: Class 22 contains 15526 members 
Mstep: Class 23 contains 9131 members 
Mstep: Class 24 contains 35749 members 
Mstep: Class 25 contains 14838 members 
Mstep: Class 26 contains 12995 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414488.000000 Penalty: 57955.015625
Iteration 171Q: 28 clusters Score -5.241449e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 125181 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 22812 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14804 members 
Mstep: Class 12 contains 11719 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6286 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4826 members 
Mstep: Class 21 contains 107067 members 
Mstep: Class 22 contains 15537 members 
Mstep: Class 23 contains 9131 members 
Mstep: Class 24 contains 35753 members 
Mstep: Class 25 contains 14838 members 
Mstep: Class 26 contains 12993 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414460.000000 Penalty: 57955.015625
Iteration 172Q: 28 clusters Score -5.241446e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 125182 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 22686 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 14308 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 4867 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14806 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6271 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 18309 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4827 members 
Mstep: Class 21 contains 107060 members 
Mstep: Class 22 contains 15549 members 
Mstep: Class 23 contains 9134 members 
Mstep: Class 24 contains 35761 members 
Mstep: Class 25 contains 14836 members 
Mstep: Class 26 contains 12994 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414456.000000 Penalty: 57955.015625
Iteration 173Q: 28 clusters Score -5.241446e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 125185 members 
Mstep: Class 3 contains 2122 members 
Mstep: Class 4 contains 15769 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 21856 members 
Mstep: Class 9 contains 4865 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6258 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4829 members 
Mstep: Class 21 contains 107052 members 
Mstep: Class 22 contains 15558 members 
Mstep: Class 23 contains 9136 members 
Mstep: Class 24 contains 35776 members 
Mstep: Class 25 contains 14836 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414516.000000 Penalty: 57955.015625
Iteration 174Q: 28 clusters Score -5.241452e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 125178 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 15768 members 
Mstep: Class 5 contains 22453 members 
Mstep: Class 6 contains 6090 members 
Mstep: Class 7 contains 14276 members 
Mstep: Class 8 contains 21862 members 
Mstep: Class 9 contains 4863 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4827 members 
Mstep: Class 21 contains 107050 members 
Mstep: Class 22 contains 15562 members 
Mstep: Class 23 contains 9142 members 
Mstep: Class 24 contains 35795 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414500.000000 Penalty: 57955.015625
Iteration 175Q: 28 clusters Score -5.24145e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 125173 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15767 members 
Mstep: Class 5 contains 22350 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 14259 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18304 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4828 members 
Mstep: Class 21 contains 107047 members 
Mstep: Class 22 contains 15570 members 
Mstep: Class 23 contains 9148 members 
Mstep: Class 24 contains 35815 members 
Mstep: Class 25 contains 14838 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414588.000000 Penalty: 57955.015625
Iteration 176Q: 28 clusters Score -5.241459e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 125171 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15765 members 
Mstep: Class 5 contains 22233 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6197 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4829 members 
Mstep: Class 21 contains 107047 members 
Mstep: Class 22 contains 15577 members 
Mstep: Class 23 contains 9152 members 
Mstep: Class 24 contains 35828 members 
Mstep: Class 25 contains 14839 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414528.000000 Penalty: 57955.015625
Iteration 177Q: 28 clusters Score -5.241453e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 125173 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15763 members 
Mstep: Class 5 contains 22120 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 14227 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6183 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18308 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6604 members 
Mstep: Class 20 contains 4834 members 
Mstep: Class 21 contains 107044 members 
Mstep: Class 22 contains 15587 members 
Mstep: Class 23 contains 9151 members 
Mstep: Class 24 contains 35838 members 
Mstep: Class 25 contains 14839 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414532.000000 Penalty: 57955.015625
Iteration 178Q: 28 clusters Score -5.241453e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 125179 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15762 members 
Mstep: Class 5 contains 22027 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4861 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 8784 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 107048 members 
Mstep: Class 22 contains 15593 members 
Mstep: Class 23 contains 9148 members 
Mstep: Class 24 contains 35849 members 
Mstep: Class 25 contains 14835 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414532.000000 Penalty: 57955.015625
Iteration 179Q: 28 clusters Score -5.241453e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 125181 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 21935 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4858 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14814 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6150 members 
Mstep: Class 15 contains 8783 members 
Mstep: Class 16 contains 18317 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 107046 members 
Mstep: Class 22 contains 15605 members 
Mstep: Class 23 contains 9152 members 
Mstep: Class 24 contains 35859 members 
Mstep: Class 25 contains 14829 members 
Mstep: Class 26 contains 12990 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414504.000000 Penalty: 57955.015625
Iteration 180F: 28 clusters Score -5.24145e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 125179 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15760 members 
Mstep: Class 5 contains 21838 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 14196 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 4856 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14814 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 18318 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 107044 members 
Mstep: Class 22 contains 15617 members 
Mstep: Class 23 contains 9148 members 
Mstep: Class 24 contains 35869 members 
Mstep: Class 25 contains 14827 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414564.000000 Penalty: 57955.015625
Iteration 181Q: 28 clusters Score -5.241456e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 125176 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15757 members 
Mstep: Class 5 contains 21744 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 14189 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4837 members 
Mstep: Class 21 contains 107045 members 
Mstep: Class 22 contains 15622 members 
Mstep: Class 23 contains 9144 members 
Mstep: Class 24 contains 35884 members 
Mstep: Class 25 contains 14828 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414604.000000 Penalty: 57955.015625
Iteration 182Q: 28 clusters Score -5.24146e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 125174 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15754 members 
Mstep: Class 5 contains 21658 members 
Mstep: Class 6 contains 6089 members 
Mstep: Class 7 contains 14178 members 
Mstep: Class 8 contains 21862 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 14817 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6110 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 107051 members 
Mstep: Class 22 contains 15621 members 
Mstep: Class 23 contains 9144 members 
Mstep: Class 24 contains 35896 members 
Mstep: Class 25 contains 14826 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414628.000000 Penalty: 57955.015625
Iteration 183Q: 28 clusters Score -5.241463e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 125171 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15753 members 
Mstep: Class 5 contains 21569 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 7 contains 14166 members 
Mstep: Class 8 contains 21862 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14817 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6099 members 
Mstep: Class 15 contains 8782 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 107055 members 
Mstep: Class 22 contains 15623 members 
Mstep: Class 23 contains 9144 members 
Mstep: Class 24 contains 35907 members 
Mstep: Class 25 contains 14826 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414648.000000 Penalty: 57955.015625
Iteration 184Q: 28 clusters Score -5.241465e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 125167 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15751 members 
Mstep: Class 5 contains 21490 members 
Mstep: Class 6 contains 6084 members 
Mstep: Class 7 contains 14159 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 4846 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 8781 members 
Mstep: Class 16 contains 18309 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 107050 members 
Mstep: Class 22 contains 15623 members 
Mstep: Class 23 contains 9144 members 
Mstep: Class 24 contains 35918 members 
Mstep: Class 25 contains 14827 members 
Mstep: Class 26 contains 12989 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414648.000000 Penalty: 57955.015625
Iteration 185Q: 28 clusters Score -5.241465e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 125166 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15749 members 
Mstep: Class 5 contains 21408 members 
Mstep: Class 6 contains 6085 members 
Mstep: Class 7 contains 14153 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 107049 members 
Mstep: Class 22 contains 15629 members 
Mstep: Class 23 contains 9147 members 
Mstep: Class 24 contains 35932 members 
Mstep: Class 25 contains 14826 members 
Mstep: Class 26 contains 12990 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414680.000000 Penalty: 57955.015625
Iteration 186Q: 28 clusters Score -5.241468e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 125162 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15749 members 
Mstep: Class 5 contains 21344 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 14151 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4839 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 8778 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4839 members 
Mstep: Class 21 contains 107051 members 
Mstep: Class 22 contains 15628 members 
Mstep: Class 23 contains 9152 members 
Mstep: Class 24 contains 35943 members 
Mstep: Class 25 contains 14824 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414716.000000 Penalty: 57955.015625
Iteration 187Q: 28 clusters Score -5.241472e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 125156 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15749 members 
Mstep: Class 5 contains 21279 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14814 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 18310 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 107054 members 
Mstep: Class 22 contains 15622 members 
Mstep: Class 23 contains 9153 members 
Mstep: Class 24 contains 35953 members 
Mstep: Class 25 contains 14821 members 
Mstep: Class 26 contains 12991 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414812.000000 Penalty: 57955.015625
Iteration 188Q: 28 clusters Score -5.241481e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 125155 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15746 members 
Mstep: Class 5 contains 21225 members 
Mstep: Class 6 contains 6065 members 
Mstep: Class 7 contains 14140 members 
Mstep: Class 8 contains 21859 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 8779 members 
Mstep: Class 16 contains 18305 members 
Mstep: Class 17 contains 3974 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 107062 members 
Mstep: Class 22 contains 15624 members 
Mstep: Class 23 contains 9155 members 
Mstep: Class 24 contains 35965 members 
Mstep: Class 25 contains 14818 members 
Mstep: Class 26 contains 12993 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414784.000000 Penalty: 57955.015625
Iteration 189Q: 28 clusters Score -5.241478e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 125158 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15745 members 
Mstep: Class 5 contains 21177 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 14135 members 
Mstep: Class 8 contains 21854 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 18301 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6603 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 107070 members 
Mstep: Class 22 contains 15628 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 35967 members 
Mstep: Class 25 contains 14816 members 
Mstep: Class 26 contains 12994 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414776.000000 Penalty: 57955.015625
Iteration 190Q: 28 clusters Score -5.241478e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 125158 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15742 members 
Mstep: Class 5 contains 21130 members 
Mstep: Class 6 contains 6057 members 
Mstep: Class 7 contains 14133 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 18298 members 
Mstep: Class 17 contains 3971 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4839 members 
Mstep: Class 21 contains 107072 members 
Mstep: Class 22 contains 15629 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 35970 members 
Mstep: Class 25 contains 14814 members 
Mstep: Class 26 contains 12992 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414824.000000 Penalty: 57955.015625
Iteration 191Q: 28 clusters Score -5.241482e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 125152 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15740 members 
Mstep: Class 5 contains 21074 members 
Mstep: Class 6 contains 6057 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 4829 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 107068 members 
Mstep: Class 22 contains 15631 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 35975 members 
Mstep: Class 25 contains 14813 members 
Mstep: Class 26 contains 12990 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414800.000000 Penalty: 57955.015625
Iteration 192Q: 28 clusters Score -5.24148e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 125155 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 21022 members 
Mstep: Class 6 contains 6057 members 
Mstep: Class 7 contains 14130 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 4828 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 8776 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 107064 members 
Mstep: Class 22 contains 15635 members 
Mstep: Class 23 contains 9161 members 
Mstep: Class 24 contains 35978 members 
Mstep: Class 25 contains 14815 members 
Mstep: Class 26 contains 12987 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414768.000000 Penalty: 57955.015625
Iteration 193Q: 28 clusters Score -5.241477e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 125155 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15734 members 
Mstep: Class 5 contains 20978 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 14126 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14814 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5974 members 
Mstep: Class 15 contains 8776 members 
Mstep: Class 16 contains 18291 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 107067 members 
Mstep: Class 22 contains 15636 members 
Mstep: Class 23 contains 9162 members 
Mstep: Class 24 contains 35984 members 
Mstep: Class 25 contains 14814 members 
Mstep: Class 26 contains 12980 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414788.000000 Penalty: 57955.015625
Iteration 194Q: 28 clusters Score -5.241479e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 125153 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15732 members 
Mstep: Class 5 contains 20929 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 14122 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 18288 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 107067 members 
Mstep: Class 22 contains 15640 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 35990 members 
Mstep: Class 25 contains 14814 members 
Mstep: Class 26 contains 12978 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414824.000000 Penalty: 57955.015625
Iteration 195Q: 28 clusters Score -5.241482e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 125152 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15732 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 6054 members 
Mstep: Class 7 contains 14115 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14815 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 107068 members 
Mstep: Class 22 contains 15651 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 36003 members 
Mstep: Class 25 contains 14813 members 
Mstep: Class 26 contains 12978 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414820.000000 Penalty: 57955.015625
Iteration 196Q: 28 clusters Score -5.241482e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 125147 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15732 members 
Mstep: Class 5 contains 20828 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 7 contains 14112 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14815 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5943 members 
Mstep: Class 15 contains 8776 members 
Mstep: Class 16 contains 18286 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 107069 members 
Mstep: Class 22 contains 15663 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 36011 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 12977 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414808.000000 Penalty: 57955.015625
Iteration 197Q: 28 clusters Score -5.241481e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 125146 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15732 members 
Mstep: Class 5 contains 20786 members 
Mstep: Class 6 contains 6052 members 
Mstep: Class 7 contains 14112 members 
Mstep: Class 8 contains 21860 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14814 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 8776 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 107071 members 
Mstep: Class 22 contains 15670 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 36016 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 12975 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414788.000000 Penalty: 57955.015625
Iteration 198Q: 28 clusters Score -5.241479e+07 nChanged 72
Entering ConstructFrom: 
Score: -52414788.000000 Penalty: 57955.015625
Entering ConstructFrom: 
Trying to split cluster 1 (59990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59990 members 
Entering Unmasked Estep 
Score: -5949962.500000 Penalty: 1787.814087
	Iteration 0F: 2 clusters Score -5949962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -5909928.000000 Penalty: 3575.628174
	Iteration 0F: 3 clusters Score -5909928 nChanged 28323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -5925877.000000 Penalty: 3575.628174
	Iteration 1F: 3 clusters Score -5925877 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5926566.000000 Penalty: 3575.628174
	Iteration 2Q: 3 clusters Score -5926566 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -5927608.500000 Penalty: 3575.628174
	Iteration 3Q: 3 clusters Score -5927608 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5929256.500000 Penalty: 3575.628174
	Iteration 4F: 3 clusters Score -5929256 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5931928.500000 Penalty: 3575.628174
	Iteration 5F: 3 clusters Score -5931928 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5935653.500000 Penalty: 3575.628174
	Iteration 6F: 3 clusters Score -5935654 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -5939884.000000 Penalty: 3575.628174
	Iteration 7F: 3 clusters Score -5939884 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -5943461.500000 Penalty: 3575.628174
	Iteration 8F: 3 clusters Score -5943462 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5946000.000000 Penalty: 3575.628174
	Iteration 9Q: 3 clusters Score -5946000 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5947318.500000 Penalty: 3575.628174
	Iteration 10Q: 3 clusters Score -5947318 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5947877.500000 Penalty: 3575.628174
	Iteration 11Q: 3 clusters Score -5947878 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5948115.000000 Penalty: 3575.628174
	Iteration 12Q: 3 clusters Score -5948115 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5948237.000000 Penalty: 3575.628174
	Iteration 13Q: 3 clusters Score -5948237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5948293.000000 Penalty: 3575.628174
	Iteration 14Q: 3 clusters Score -5948293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5948311.000000 Penalty: 3575.628174
	Iteration 15Q: 3 clusters Score -5948311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5948336.000000 Penalty: 3575.628174
	Iteration 16Q: 3 clusters Score -5948336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5948358.000000 Penalty: 3575.628174
	Iteration 17Q: 3 clusters Score -5948358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5948371.500000 Penalty: 3575.628174
	Iteration 18Q: 3 clusters Score -5948372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5948382.500000 Penalty: 3575.628174
	Iteration 19Q: 3 clusters Score -5948382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5948382.500000 Penalty: 3575.628174
	Iteration 20F: 3 clusters Score -5948382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5948391.500000 Penalty: 3575.628174
	Iteration 21Q: 3 clusters Score -5948392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5948390.000000 Penalty: 3575.628174
	Iteration 22Q: 3 clusters Score -5948390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5948390.000000 Penalty: 3575.628174
	Iteration 23F: 3 clusters Score -5948390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125144 members 
Entering Unmasked Estep 
Score: -12413644.000000 Penalty: 1907.298340
	Iteration 0F: 2 clusters Score -1.241364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -12331275.000000 Penalty: 3814.596680
	Iteration 0F: 3 clusters Score -1.233128e+07 nChanged 60014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -12366062.000000 Penalty: 3814.596680
	Iteration 1F: 3 clusters Score -1.236606e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -12367082.000000 Penalty: 3814.596680
	Iteration 2Q: 3 clusters Score -1.236708e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -12368792.000000 Penalty: 3814.596680
	Iteration 3Q: 3 clusters Score -1.236879e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79241 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -12372005.000000 Penalty: 3814.596680
	Iteration 4F: 3 clusters Score -1.2372e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -12377628.000000 Penalty: 3814.596680
	Iteration 5F: 3 clusters Score -1.237763e+07 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -12386707.000000 Penalty: 3814.596680
	Iteration 6F: 3 clusters Score -1.238671e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -12397172.000000 Penalty: 3814.596680
	Iteration 7F: 3 clusters Score -1.239717e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117517 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -12405047.000000 Penalty: 3814.596680
	Iteration 8F: 3 clusters Score -1.240505e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12409214.000000 Penalty: 3814.596680
	Iteration 9Q: 3 clusters Score -1.240921e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12410832.000000 Penalty: 3814.596680
	Iteration 10Q: 3 clusters Score -1.241083e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12411463.000000 Penalty: 3814.596680
	Iteration 11Q: 3 clusters Score -1.241146e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124371 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12411774.000000 Penalty: 3814.596680
	Iteration 12Q: 3 clusters Score -1.241177e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124446 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12411925.000000 Penalty: 3814.596680
	Iteration 13Q: 3 clusters Score -1.241192e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12412020.000000 Penalty: 3814.596680
	Iteration 14Q: 3 clusters Score -1.241202e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12412075.000000 Penalty: 3814.596680
	Iteration 15Q: 3 clusters Score -1.241208e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124504 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12412117.000000 Penalty: 3814.596680
	Iteration 16Q: 3 clusters Score -1.241212e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12412149.000000 Penalty: 3814.596680
	Iteration 17Q: 3 clusters Score -1.241215e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12412181.000000 Penalty: 3814.596680
	Iteration 18Q: 3 clusters Score -1.241218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124485 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12412195.000000 Penalty: 3814.596680
	Iteration 19Q: 3 clusters Score -1.24122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -12412224.000000 Penalty: 3814.596680
	Iteration 20F: 3 clusters Score -1.241222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124477 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12412237.000000 Penalty: 3814.596680
	Iteration 21Q: 3 clusters Score -1.241224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124479 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -12412239.000000 Penalty: 3814.596680
	Iteration 22Q: 3 clusters Score -1.241224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12412244.000000 Penalty: 3814.596680
	Iteration 23Q: 3 clusters Score -1.241224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12412253.000000 Penalty: 3814.596680
	Iteration 24Q: 3 clusters Score -1.241225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124477 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12412253.000000 Penalty: 3814.596680
	Iteration 25Q: 3 clusters Score -1.241225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12412244.000000 Penalty: 3814.596680
	Iteration 26Q: 3 clusters Score -1.241224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124477 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -12412241.000000 Penalty: 3814.596680
	Iteration 27Q: 3 clusters Score -1.241224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12412247.000000 Penalty: 3814.596680
	Iteration 28Q: 3 clusters Score -1.241225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124475 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12412239.000000 Penalty: 3814.596680
	Iteration 29Q: 3 clusters Score -1.241224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12412250.000000 Penalty: 3814.596680
	Iteration 30Q: 3 clusters Score -1.241225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124462 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12412259.000000 Penalty: 3814.596680
	Iteration 31Q: 3 clusters Score -1.241226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12412257.000000 Penalty: 3814.596680
	Iteration 32Q: 3 clusters Score -1.241226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12412261.000000 Penalty: 3814.596680
	Iteration 33Q: 3 clusters Score -1.241226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12412267.000000 Penalty: 3814.596680
	Iteration 34Q: 3 clusters Score -1.241227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124457 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12412268.000000 Penalty: 3814.596680
	Iteration 35Q: 3 clusters Score -1.241227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124456 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12412265.000000 Penalty: 3814.596680
	Iteration 36Q: 3 clusters Score -1.241226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124455 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12412267.000000 Penalty: 3814.596680
	Iteration 37Q: 3 clusters Score -1.241227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12412278.000000 Penalty: 3814.596680
	Iteration 38Q: 3 clusters Score -1.241228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12412280.000000 Penalty: 3814.596680
	Iteration 39Q: 3 clusters Score -1.241228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12412283.000000 Penalty: 3814.596680
	Iteration 40F: 3 clusters Score -1.241228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -213441.359375 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -213441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -211235.046875 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -211235 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -211698.062500 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -211698.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -211827.609375 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -211827.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -211904.296875 Penalty: 2489.230713
	Iteration 3Q: 3 clusters Score -211904.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -211978.531250 Penalty: 2489.230713
	Iteration 4Q: 3 clusters Score -211978.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212047.375000 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -212047.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -212094.859375 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -212094.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212140.734375 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -212140.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -212172.046875 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -212172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -212195.500000 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -212195.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212209.593750 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -212209.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -212217.265625 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -212217.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -212225.046875 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -212225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -212229.718750 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -212229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -212232.781250 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -212232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -212237.265625 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -212237.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -212241.750000 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -212241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212244.218750 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -212244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -212246.484375 Penalty: 2489.230713
	Iteration 18Q: 3 clusters Score -212246.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -212249.359375 Penalty: 2489.230713
	Iteration 19Q: 3 clusters Score -212249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -212250.796875 Penalty: 2489.230713
	Iteration 20F: 3 clusters Score -212250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -212251.578125 Penalty: 2489.230713
	Iteration 21Q: 3 clusters Score -212251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -212251.656250 Penalty: 2489.230713
	Iteration 22Q: 3 clusters Score -212251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -212251.796875 Penalty: 2489.230713
	Iteration 23Q: 3 clusters Score -212251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -212252.281250 Penalty: 2489.230713
	Iteration 24Q: 3 clusters Score -212252.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -212252.281250 Penalty: 2489.230713
	Iteration 25F: 3 clusters Score -212252.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Entering Unmasked Estep 
Score: -1544770.125000 Penalty: 1570.300537
	Iteration 0F: 2 clusters Score -1544770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1533861.500000 Penalty: 3140.601074
	Iteration 0F: 3 clusters Score -1533862 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1537672.875000 Penalty: 3140.601074
	Iteration 1F: 3 clusters Score -1537673 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1537973.375000 Penalty: 3140.601074
	Iteration 2F: 3 clusters Score -1537973 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1538270.375000 Penalty: 3140.601074
	Iteration 3Q: 3 clusters Score -1538270 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1538579.000000 Penalty: 3140.601074
	Iteration 4Q: 3 clusters Score -1538579 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1538953.500000 Penalty: 3140.601074
	Iteration 5Q: 3 clusters Score -1538954 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1539419.750000 Penalty: 3140.601074
	Iteration 6F: 3 clusters Score -1539420 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1539981.875000 Penalty: 3140.601074
	Iteration 7F: 3 clusters Score -1539982 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1540657.000000 Penalty: 3140.601074
	Iteration 8F: 3 clusters Score -1540657 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1541390.500000 Penalty: 3140.601074
	Iteration 9F: 3 clusters Score -1541390 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1542072.000000 Penalty: 3140.601074
	Iteration 10Q: 3 clusters Score -1542072 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1542602.000000 Penalty: 3140.601074
	Iteration 11Q: 3 clusters Score -1542602 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1542937.000000 Penalty: 3140.601074
	Iteration 12Q: 3 clusters Score -1542937 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1543148.000000 Penalty: 3140.601074
	Iteration 13Q: 3 clusters Score -1543148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1543254.500000 Penalty: 3140.601074
	Iteration 14Q: 3 clusters Score -1543254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1543329.125000 Penalty: 3140.601074
	Iteration 15Q: 3 clusters Score -1543329 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1543374.125000 Penalty: 3140.601074
	Iteration 16Q: 3 clusters Score -1543374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1543409.125000 Penalty: 3140.601074
	Iteration 17Q: 3 clusters Score -1543409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1543433.875000 Penalty: 3140.601074
	Iteration 18Q: 3 clusters Score -1543434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1543448.375000 Penalty: 3140.601074
	Iteration 19Q: 3 clusters Score -1543448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1543466.500000 Penalty: 3140.601074
	Iteration 20F: 3 clusters Score -1543466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1543478.750000 Penalty: 3140.601074
	Iteration 21Q: 3 clusters Score -1543479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1543486.500000 Penalty: 3140.601074
	Iteration 22Q: 3 clusters Score -1543486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1543499.250000 Penalty: 3140.601074
	Iteration 23Q: 3 clusters Score -1543499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1543504.625000 Penalty: 3140.601074
	Iteration 24Q: 3 clusters Score -1543505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1543509.250000 Penalty: 3140.601074
	Iteration 25Q: 3 clusters Score -1543509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1543511.125000 Penalty: 3140.601074
	Iteration 26Q: 3 clusters Score -1543511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1543512.125000 Penalty: 3140.601074
	Iteration 27Q: 3 clusters Score -1543512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1543511.250000 Penalty: 3140.601074
	Iteration 28Q: 3 clusters Score -1543511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1543511.750000 Penalty: 3140.601074
	Iteration 29Q: 3 clusters Score -1543512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1543511.125000 Penalty: 3140.601074
	Iteration 30Q: 3 clusters Score -1543511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1543512.125000 Penalty: 3140.601074
	Iteration 31Q: 3 clusters Score -1543512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1543511.750000 Penalty: 3140.601074
	Iteration 32Q: 3 clusters Score -1543512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1543511.375000 Penalty: 3140.601074
	Iteration 33Q: 3 clusters Score -1543511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1543511.375000 Penalty: 3140.601074
	Iteration 34F: 3 clusters Score -1543511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Entering Unmasked Estep 
Score: -2104372.250000 Penalty: 1615.330322
	Iteration 0F: 2 clusters Score -2104372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2090185.250000 Penalty: 3230.660645
	Iteration 0F: 3 clusters Score -2090185 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2095253.000000 Penalty: 3230.660645
	Iteration 1F: 3 clusters Score -2095253 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2095593.875000 Penalty: 3230.660645
	Iteration 2Q: 3 clusters Score -2095594 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2095953.250000 Penalty: 3230.660645
	Iteration 3Q: 3 clusters Score -2095953 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2096316.000000 Penalty: 3230.660645
	Iteration 4Q: 3 clusters Score -2096316 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2096700.000000 Penalty: 3230.660645
	Iteration 5Q: 3 clusters Score -2096700 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2097203.750000 Penalty: 3230.660645
	Iteration 6Q: 3 clusters Score -2097204 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2097873.500000 Penalty: 3230.660645
	Iteration 7Q: 3 clusters Score -2097874 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2098733.000000 Penalty: 3230.660645
	Iteration 8F: 3 clusters Score -2098733 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2099646.000000 Penalty: 3230.660645
	Iteration 9F: 3 clusters Score -2099646 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2100490.000000 Penalty: 3230.660645
	Iteration 10Q: 3 clusters Score -2100490 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2101193.750000 Penalty: 3230.660645
	Iteration 11Q: 3 clusters Score -2101194 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2101736.250000 Penalty: 3230.660645
	Iteration 12Q: 3 clusters Score -2101736 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2102142.500000 Penalty: 3230.660645
	Iteration 13Q: 3 clusters Score -2102142 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2102404.000000 Penalty: 3230.660645
	Iteration 14Q: 3 clusters Score -2102404 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2102596.000000 Penalty: 3230.660645
	Iteration 15Q: 3 clusters Score -2102596 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2102727.000000 Penalty: 3230.660645
	Iteration 16Q: 3 clusters Score -2102727 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2102814.750000 Penalty: 3230.660645
	Iteration 17Q: 3 clusters Score -2102815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2102869.250000 Penalty: 3230.660645
	Iteration 18Q: 3 clusters Score -2102869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2102912.750000 Penalty: 3230.660645
	Iteration 19Q: 3 clusters Score -2102913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2102948.750000 Penalty: 3230.660645
	Iteration 20F: 3 clusters Score -2102949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2102972.250000 Penalty: 3230.660645
	Iteration 21Q: 3 clusters Score -2102972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2102991.500000 Penalty: 3230.660645
	Iteration 22Q: 3 clusters Score -2102992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2103009.500000 Penalty: 3230.660645
	Iteration 23Q: 3 clusters Score -2103010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2103016.500000 Penalty: 3230.660645
	Iteration 24Q: 3 clusters Score -2103016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2103022.000000 Penalty: 3230.660645
	Iteration 25Q: 3 clusters Score -2103022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2103024.500000 Penalty: 3230.660645
	Iteration 26Q: 3 clusters Score -2103024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2103028.750000 Penalty: 3230.660645
	Iteration 27Q: 3 clusters Score -2103029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2103029.750000 Penalty: 3230.660645
	Iteration 28Q: 3 clusters Score -2103030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2103032.000000 Penalty: 3230.660645
	Iteration 29Q: 3 clusters Score -2103032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2103032.750000 Penalty: 3230.660645
	Iteration 30Q: 3 clusters Score -2103033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2103034.000000 Penalty: 3230.660645
	Iteration 31Q: 3 clusters Score -2103034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2103034.500000 Penalty: 3230.660645
	Iteration 32Q: 3 clusters Score -2103034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2103036.750000 Penalty: 3230.660645
	Iteration 33Q: 3 clusters Score -2103037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2103041.500000 Penalty: 3230.660645
	Iteration 34Q: 3 clusters Score -2103042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2103041.500000 Penalty: 3230.660645
	Iteration 35F: 3 clusters Score -2103042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -605735.500000 Penalty: 1415.100220
	Iteration 0F: 2 clusters Score -605735.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -601044.937500 Penalty: 2830.200439
	Iteration 0F: 3 clusters Score -601044.9 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -602569.562500 Penalty: 2830.200439
	Iteration 1F: 3 clusters Score -602569.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -602932.500000 Penalty: 2830.200439
	Iteration 2F: 3 clusters Score -602932.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -603302.937500 Penalty: 2830.200439
	Iteration 3F: 3 clusters Score -603302.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -603685.750000 Penalty: 2830.200439
	Iteration 4F: 3 clusters Score -603685.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -604008.312500 Penalty: 2830.200439
	Iteration 5F: 3 clusters Score -604008.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -604349.000000 Penalty: 2830.200439
	Iteration 6F: 3 clusters Score -604349 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -604583.875000 Penalty: 2830.200439
	Iteration 7Q: 3 clusters Score -604583.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -604747.500000 Penalty: 2830.200439
	Iteration 8Q: 3 clusters Score -604747.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -604874.187500 Penalty: 2830.200439
	Iteration 9Q: 3 clusters Score -604874.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -604970.937500 Penalty: 2830.200439
	Iteration 10Q: 3 clusters Score -604970.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -605046.000000 Penalty: 2830.200439
	Iteration 11Q: 3 clusters Score -605046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -605101.937500 Penalty: 2830.200439
	Iteration 12Q: 3 clusters Score -605101.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -605136.812500 Penalty: 2830.200439
	Iteration 13Q: 3 clusters Score -605136.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -605162.500000 Penalty: 2830.200439
	Iteration 14Q: 3 clusters Score -605162.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -605184.000000 Penalty: 2830.200439
	Iteration 15Q: 3 clusters Score -605184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -605189.875000 Penalty: 2830.200439
	Iteration 16Q: 3 clusters Score -605189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -605192.812500 Penalty: 2830.200439
	Iteration 17Q: 3 clusters Score -605192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -605196.187500 Penalty: 2830.200439
	Iteration 18Q: 3 clusters Score -605196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -605196.875000 Penalty: 2830.200439
	Iteration 19Q: 3 clusters Score -605196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -605197.500000 Penalty: 2830.200439
	Iteration 20F: 3 clusters Score -605197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -605198.000000 Penalty: 2830.200439
	Iteration 21Q: 3 clusters Score -605198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -605197.812500 Penalty: 2830.200439
	Iteration 22Q: 3 clusters Score -605197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -605197.812500 Penalty: 2830.200439
	Iteration 23Q: 3 clusters Score -605197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -605197.312500 Penalty: 2830.200439
	Iteration 24Q: 3 clusters Score -605197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -605197.312500 Penalty: 2830.200439
	Iteration 25F: 3 clusters Score -605197.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Entering Unmasked Estep 
Score: -1422798.125000 Penalty: 1552.594238
	Iteration 0F: 2 clusters Score -1422798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1413072.125000 Penalty: 3105.188477
	Iteration 0F: 3 clusters Score -1413072 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1416349.625000 Penalty: 3105.188477
	Iteration 1F: 3 clusters Score -1416350 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1416571.125000 Penalty: 3105.188477
	Iteration 2Q: 3 clusters Score -1416571 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1416765.875000 Penalty: 3105.188477
	Iteration 3Q: 3 clusters Score -1416766 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1416939.125000 Penalty: 3105.188477
	Iteration 4Q: 3 clusters Score -1416939 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1417087.500000 Penalty: 3105.188477
	Iteration 5Q: 3 clusters Score -1417088 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1417257.750000 Penalty: 3105.188477
	Iteration 6Q: 3 clusters Score -1417258 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1417455.625000 Penalty: 3105.188477
	Iteration 7Q: 3 clusters Score -1417456 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1417694.500000 Penalty: 3105.188477
	Iteration 8Q: 3 clusters Score -1417694 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1417990.500000 Penalty: 3105.188477
	Iteration 9Q: 3 clusters Score -1417990 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1418389.125000 Penalty: 3105.188477
	Iteration 10Q: 3 clusters Score -1418389 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1418828.875000 Penalty: 3105.188477
	Iteration 11Q: 3 clusters Score -1418829 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1419342.625000 Penalty: 3105.188477
	Iteration 12Q: 3 clusters Score -1419343 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1419767.375000 Penalty: 3105.188477
	Iteration 13Q: 3 clusters Score -1419767 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1420064.250000 Penalty: 3105.188477
	Iteration 14Q: 3 clusters Score -1420064 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1420254.750000 Penalty: 3105.188477
	Iteration 15Q: 3 clusters Score -1420255 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1420378.750000 Penalty: 3105.188477
	Iteration 16Q: 3 clusters Score -1420379 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1420476.500000 Penalty: 3105.188477
	Iteration 17Q: 3 clusters Score -1420476 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1420546.500000 Penalty: 3105.188477
	Iteration 18Q: 3 clusters Score -1420546 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1420604.625000 Penalty: 3105.188477
	Iteration 19Q: 3 clusters Score -1420605 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1420649.125000 Penalty: 3105.188477
	Iteration 20F: 3 clusters Score -1420649 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1420675.125000 Penalty: 3105.188477
	Iteration 21Q: 3 clusters Score -1420675 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1420697.000000 Penalty: 3105.188477
	Iteration 22Q: 3 clusters Score -1420697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1420719.000000 Penalty: 3105.188477
	Iteration 23Q: 3 clusters Score -1420719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1420727.500000 Penalty: 3105.188477
	Iteration 24Q: 3 clusters Score -1420728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1420737.875000 Penalty: 3105.188477
	Iteration 25Q: 3 clusters Score -1420738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1420748.500000 Penalty: 3105.188477
	Iteration 26Q: 3 clusters Score -1420748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1420757.750000 Penalty: 3105.188477
	Iteration 27Q: 3 clusters Score -1420758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1420763.125000 Penalty: 3105.188477
	Iteration 28Q: 3 clusters Score -1420763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1420773.250000 Penalty: 3105.188477
	Iteration 29Q: 3 clusters Score -1420773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1420776.000000 Penalty: 3105.188477
	Iteration 30Q: 3 clusters Score -1420776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1420779.000000 Penalty: 3105.188477
	Iteration 31Q: 3 clusters Score -1420779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1420782.500000 Penalty: 3105.188477
	Iteration 32Q: 3 clusters Score -1420782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1420786.375000 Penalty: 3105.188477
	Iteration 33Q: 3 clusters Score -1420786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1420790.500000 Penalty: 3105.188477
	Iteration 34Q: 3 clusters Score -1420790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1420792.625000 Penalty: 3105.188477
	Iteration 35Q: 3 clusters Score -1420793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1420798.125000 Penalty: 3105.188477
	Iteration 36Q: 3 clusters Score -1420798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1420797.125000 Penalty: 3105.188477
	Iteration 37Q: 3 clusters Score -1420797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1420799.750000 Penalty: 3105.188477
	Iteration 38Q: 3 clusters Score -1420800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1420799.000000 Penalty: 3105.188477
	Iteration 39Q: 3 clusters Score -1420799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1420804.500000 Penalty: 3105.188477
	Iteration 40F: 3 clusters Score -1420804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1420805.625000 Penalty: 3105.188477
	Iteration 41Q: 3 clusters Score -1420806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1420807.375000 Penalty: 3105.188477
	Iteration 42Q: 3 clusters Score -1420807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1420805.625000 Penalty: 3105.188477
	Iteration 43Q: 3 clusters Score -1420806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1420808.125000 Penalty: 3105.188477
	Iteration 44Q: 3 clusters Score -1420808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1420806.625000 Penalty: 3105.188477
	Iteration 45Q: 3 clusters Score -1420807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1420805.875000 Penalty: 3105.188477
	Iteration 46Q: 3 clusters Score -1420806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1420807.875000 Penalty: 3105.188477
	Iteration 47Q: 3 clusters Score -1420808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1420805.125000 Penalty: 3105.188477
	Iteration 48Q: 3 clusters Score -1420805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1420807.625000 Penalty: 3105.188477
	Iteration 49Q: 3 clusters Score -1420808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1420808.000000 Penalty: 3105.188477
	Iteration 50Q: 3 clusters Score -1420808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1420810.750000 Penalty: 3105.188477
	Iteration 51Q: 3 clusters Score -1420811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1420807.625000 Penalty: 3105.188477
	Iteration 52Q: 3 clusters Score -1420808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1420809.375000 Penalty: 3105.188477
	Iteration 53Q: 3 clusters Score -1420809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1420809.375000 Penalty: 3105.188477
	Iteration 54F: 3 clusters Score -1420809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Entering Unmasked Estep 
Score: -2144753.750000 Penalty: 1623.774658
	Iteration 0F: 2 clusters Score -2144754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2129830.750000 Penalty: 3247.549316
	Iteration 0F: 3 clusters Score -2129831 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2135114.250000 Penalty: 3247.549316
	Iteration 1F: 3 clusters Score -2135114 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2135486.250000 Penalty: 3247.549316
	Iteration 2F: 3 clusters Score -2135486 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2135832.750000 Penalty: 3247.549316
	Iteration 3Q: 3 clusters Score -2135833 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2136186.750000 Penalty: 3247.549316
	Iteration 4Q: 3 clusters Score -2136187 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2136664.500000 Penalty: 3247.549316
	Iteration 5Q: 3 clusters Score -2136664 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2137329.500000 Penalty: 3247.549316
	Iteration 6F: 3 clusters Score -2137330 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2138224.750000 Penalty: 3247.549316
	Iteration 7F: 3 clusters Score -2138225 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2139373.250000 Penalty: 3247.549316
	Iteration 8F: 3 clusters Score -2139373 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2140591.500000 Penalty: 3247.549316
	Iteration 9F: 3 clusters Score -2140592 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2141579.000000 Penalty: 3247.549316
	Iteration 10F: 3 clusters Score -2141579 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2142302.500000 Penalty: 3247.549316
	Iteration 11Q: 3 clusters Score -2142302 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2142738.750000 Penalty: 3247.549316
	Iteration 12Q: 3 clusters Score -2142739 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2143010.000000 Penalty: 3247.549316
	Iteration 13Q: 3 clusters Score -2143010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2143161.250000 Penalty: 3247.549316
	Iteration 14Q: 3 clusters Score -2143161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2143262.750000 Penalty: 3247.549316
	Iteration 15Q: 3 clusters Score -2143263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2143314.500000 Penalty: 3247.549316
	Iteration 16Q: 3 clusters Score -2143314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2143350.250000 Penalty: 3247.549316
	Iteration 17Q: 3 clusters Score -2143350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2143377.500000 Penalty: 3247.549316
	Iteration 18Q: 3 clusters Score -2143378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2143387.250000 Penalty: 3247.549316
	Iteration 19Q: 3 clusters Score -2143387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2143396.500000 Penalty: 3247.549316
	Iteration 20F: 3 clusters Score -2143396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2143403.750000 Penalty: 3247.549316
	Iteration 21Q: 3 clusters Score -2143404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2143407.500000 Penalty: 3247.549316
	Iteration 22Q: 3 clusters Score -2143408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2143408.250000 Penalty: 3247.549316
	Iteration 23Q: 3 clusters Score -2143408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2143410.000000 Penalty: 3247.549316
	Iteration 24Q: 3 clusters Score -2143410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2143412.500000 Penalty: 3247.549316
	Iteration 25Q: 3 clusters Score -2143412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2143412.000000 Penalty: 3247.549316
	Iteration 26Q: 3 clusters Score -2143412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2143414.500000 Penalty: 3247.549316
	Iteration 27Q: 3 clusters Score -2143414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2143414.500000 Penalty: 3247.549316
	Iteration 28F: 3 clusters Score -2143414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -469947.968750 Penalty: 1378.422852
	Iteration 0F: 2 clusters Score -469948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -466090.406250 Penalty: 2756.845703
	Iteration 0F: 3 clusters Score -466090.4 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -467082.281250 Penalty: 2756.845703
	Iteration 1F: 3 clusters Score -467082.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -467263.156250 Penalty: 2756.845703
	Iteration 2F: 3 clusters Score -467263.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -467395.875000 Penalty: 2756.845703
	Iteration 3F: 3 clusters Score -467395.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -467485.937500 Penalty: 2756.845703
	Iteration 4Q: 3 clusters Score -467485.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -467565.687500 Penalty: 2756.845703
	Iteration 5Q: 3 clusters Score -467565.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -467628.031250 Penalty: 2756.845703
	Iteration 6Q: 3 clusters Score -467628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -467667.375000 Penalty: 2756.845703
	Iteration 7Q: 3 clusters Score -467667.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -467696.250000 Penalty: 2756.845703
	Iteration 8Q: 3 clusters Score -467696.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -467719.687500 Penalty: 2756.845703
	Iteration 9Q: 3 clusters Score -467719.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -467738.250000 Penalty: 2756.845703
	Iteration 10Q: 3 clusters Score -467738.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -467753.843750 Penalty: 2756.845703
	Iteration 11Q: 3 clusters Score -467753.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -467770.281250 Penalty: 2756.845703
	Iteration 12Q: 3 clusters Score -467770.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -467790.656250 Penalty: 2756.845703
	Iteration 13Q: 3 clusters Score -467790.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -467810.906250 Penalty: 2756.845703
	Iteration 14Q: 3 clusters Score -467810.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -467845.937500 Penalty: 2756.845703
	Iteration 15Q: 3 clusters Score -467845.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -467884.468750 Penalty: 2756.845703
	Iteration 16Q: 3 clusters Score -467884.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -467930.437500 Penalty: 2756.845703
	Iteration 17Q: 3 clusters Score -467930.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -467982.031250 Penalty: 2756.845703
	Iteration 18Q: 3 clusters Score -467982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -468038.937500 Penalty: 2756.845703
	Iteration 19Q: 3 clusters Score -468038.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -468108.718750 Penalty: 2756.845703
	Iteration 20F: 3 clusters Score -468108.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -468183.031250 Penalty: 2756.845703
	Iteration 21Q: 3 clusters Score -468183 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -468279.593750 Penalty: 2756.845703
	Iteration 22Q: 3 clusters Score -468279.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -468355.031250 Penalty: 2756.845703
	Iteration 23Q: 3 clusters Score -468355 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -468414.500000 Penalty: 2756.845703
	Iteration 24Q: 3 clusters Score -468414.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -468465.906250 Penalty: 2756.845703
	Iteration 25Q: 3 clusters Score -468465.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -468503.906250 Penalty: 2756.845703
	Iteration 26Q: 3 clusters Score -468503.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -468526.156250 Penalty: 2756.845703
	Iteration 27Q: 3 clusters Score -468526.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -468548.406250 Penalty: 2756.845703
	Iteration 28Q: 3 clusters Score -468548.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -468566.781250 Penalty: 2756.845703
	Iteration 29Q: 3 clusters Score -468566.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -468584.187500 Penalty: 2756.845703
	Iteration 30Q: 3 clusters Score -468584.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -468603.562500 Penalty: 2756.845703
	Iteration 31Q: 3 clusters Score -468603.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -468616.343750 Penalty: 2756.845703
	Iteration 32Q: 3 clusters Score -468616.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -468627.281250 Penalty: 2756.845703
	Iteration 33Q: 3 clusters Score -468627.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -468635.406250 Penalty: 2756.845703
	Iteration 34Q: 3 clusters Score -468635.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -468644.656250 Penalty: 2756.845703
	Iteration 35Q: 3 clusters Score -468644.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -468655.312500 Penalty: 2756.845703
	Iteration 36Q: 3 clusters Score -468655.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -468660.812500 Penalty: 2756.845703
	Iteration 37Q: 3 clusters Score -468660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -468666.437500 Penalty: 2756.845703
	Iteration 38Q: 3 clusters Score -468666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -468672.968750 Penalty: 2756.845703
	Iteration 39Q: 3 clusters Score -468673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -468673.718750 Penalty: 2756.845703
	Iteration 40F: 3 clusters Score -468673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -468675.250000 Penalty: 2756.845703
	Iteration 41Q: 3 clusters Score -468675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -468677.625000 Penalty: 2756.845703
	Iteration 42Q: 3 clusters Score -468677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -468679.468750 Penalty: 2756.845703
	Iteration 43Q: 3 clusters Score -468679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -468683.406250 Penalty: 2756.845703
	Iteration 44Q: 3 clusters Score -468683.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -468684.593750 Penalty: 2756.845703
	Iteration 45Q: 3 clusters Score -468684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -468690.250000 Penalty: 2756.845703
	Iteration 46Q: 3 clusters Score -468690.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -468694.187500 Penalty: 2756.845703
	Iteration 47Q: 3 clusters Score -468694.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -468700.750000 Penalty: 2756.845703
	Iteration 48Q: 3 clusters Score -468700.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -468708.406250 Penalty: 2756.845703
	Iteration 49Q: 3 clusters Score -468708.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -468715.750000 Penalty: 2756.845703
	Iteration 50Q: 3 clusters Score -468715.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -468724.250000 Penalty: 2756.845703
	Iteration 51Q: 3 clusters Score -468724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -468735.156250 Penalty: 2756.845703
	Iteration 52Q: 3 clusters Score -468735.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -468740.250000 Penalty: 2756.845703
	Iteration 53Q: 3 clusters Score -468740.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -468743.000000 Penalty: 2756.845703
	Iteration 54Q: 3 clusters Score -468743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -468747.562500 Penalty: 2756.845703
	Iteration 55Q: 3 clusters Score -468747.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -468750.750000 Penalty: 2756.845703
	Iteration 56Q: 3 clusters Score -468750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -468753.500000 Penalty: 2756.845703
	Iteration 57Q: 3 clusters Score -468753.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -468757.312500 Penalty: 2756.845703
	Iteration 58Q: 3 clusters Score -468757.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -468761.281250 Penalty: 2756.845703
	Iteration 59Q: 3 clusters Score -468761.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -468767.625000 Penalty: 2756.845703
	Iteration 60F: 3 clusters Score -468767.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -468774.750000 Penalty: 2756.845703
	Iteration 61Q: 3 clusters Score -468774.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -468779.625000 Penalty: 2756.845703
	Iteration 62Q: 3 clusters Score -468779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -468787.062500 Penalty: 2756.845703
	Iteration 63Q: 3 clusters Score -468787.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -468794.343750 Penalty: 2756.845703
	Iteration 64Q: 3 clusters Score -468794.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -468797.125000 Penalty: 2756.845703
	Iteration 65Q: 3 clusters Score -468797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -468797.125000 Penalty: 2756.845703
	Iteration 66Q: 3 clusters Score -468797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -468797.125000 Penalty: 2756.845703
	Iteration 67F: 3 clusters Score -468797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -153870.906250 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -153870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -151979.937500 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -151979.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -152348.906250 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -152348.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152437.640625 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -152437.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152492.765625 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -152492.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152541.593750 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -152541.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152589.171875 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -152589.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152636.109375 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -152636.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -152682.015625 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -152682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152723.343750 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -152723.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152787.890625 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -152787.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152838.265625 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -152838.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152888.015625 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -152888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152942.203125 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -152942.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152999.718750 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -152999.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -153079.750000 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -153079.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153153.046875 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -153153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153250.625000 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -153250.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153355.296875 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -153355.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153418.390625 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -153418.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153461.015625 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -153461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -153498.218750 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -153498.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -153510.625000 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -153510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -153516.093750 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -153516.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -153527.343750 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -153527.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -153531.953125 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -153532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -153533.265625 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -153533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153535.281250 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -153535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153535.796875 Penalty: 2407.772461
	Iteration 27Q: 3 clusters Score -153535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153537.093750 Penalty: 2407.772461
	Iteration 28Q: 3 clusters Score -153537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153537.093750 Penalty: 2407.772461
	Iteration 29F: 3 clusters Score -153537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Entering Unmasked Estep 
Score: -1449483.625000 Penalty: 1560.518921
	Iteration 0F: 2 clusters Score -1449484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1439221.875000 Penalty: 3121.037842
	Iteration 0F: 3 clusters Score -1439222 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1442833.500000 Penalty: 3121.037842
	Iteration 1F: 3 clusters Score -1442834 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1443168.250000 Penalty: 3121.037842
	Iteration 2F: 3 clusters Score -1443168 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1443455.000000 Penalty: 3121.037842
	Iteration 3Q: 3 clusters Score -1443455 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1443750.000000 Penalty: 3121.037842
	Iteration 4Q: 3 clusters Score -1443750 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1444030.625000 Penalty: 3121.037842
	Iteration 5Q: 3 clusters Score -1444031 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1444287.875000 Penalty: 3121.037842
	Iteration 6Q: 3 clusters Score -1444288 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1444505.500000 Penalty: 3121.037842
	Iteration 7Q: 3 clusters Score -1444506 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1444681.000000 Penalty: 3121.037842
	Iteration 8Q: 3 clusters Score -1444681 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1444799.375000 Penalty: 3121.037842
	Iteration 9Q: 3 clusters Score -1444799 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1444894.750000 Penalty: 3121.037842
	Iteration 10Q: 3 clusters Score -1444895 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1444977.000000 Penalty: 3121.037842
	Iteration 11Q: 3 clusters Score -1444977 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1445059.500000 Penalty: 3121.037842
	Iteration 12Q: 3 clusters Score -1445060 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1445111.500000 Penalty: 3121.037842
	Iteration 13Q: 3 clusters Score -1445112 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1445175.000000 Penalty: 3121.037842
	Iteration 14Q: 3 clusters Score -1445175 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1445229.250000 Penalty: 3121.037842
	Iteration 15Q: 3 clusters Score -1445229 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1445282.250000 Penalty: 3121.037842
	Iteration 16Q: 3 clusters Score -1445282 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1445336.875000 Penalty: 3121.037842
	Iteration 17Q: 3 clusters Score -1445337 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1445398.500000 Penalty: 3121.037842
	Iteration 18Q: 3 clusters Score -1445398 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1445478.625000 Penalty: 3121.037842
	Iteration 19Q: 3 clusters Score -1445479 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1445595.250000 Penalty: 3121.037842
	Iteration 20F: 3 clusters Score -1445595 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1445726.500000 Penalty: 3121.037842
	Iteration 21Q: 3 clusters Score -1445726 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1445870.375000 Penalty: 3121.037842
	Iteration 22Q: 3 clusters Score -1445870 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1446019.500000 Penalty: 3121.037842
	Iteration 23Q: 3 clusters Score -1446020 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1446179.125000 Penalty: 3121.037842
	Iteration 24Q: 3 clusters Score -1446179 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1446303.375000 Penalty: 3121.037842
	Iteration 25Q: 3 clusters Score -1446303 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1446400.000000 Penalty: 3121.037842
	Iteration 26Q: 3 clusters Score -1446400 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1446480.375000 Penalty: 3121.037842
	Iteration 27Q: 3 clusters Score -1446480 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1446550.875000 Penalty: 3121.037842
	Iteration 28Q: 3 clusters Score -1446551 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1446627.875000 Penalty: 3121.037842
	Iteration 29Q: 3 clusters Score -1446628 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1446689.750000 Penalty: 3121.037842
	Iteration 30Q: 3 clusters Score -1446690 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1446762.250000 Penalty: 3121.037842
	Iteration 31Q: 3 clusters Score -1446762 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1446833.375000 Penalty: 3121.037842
	Iteration 32Q: 3 clusters Score -1446833 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1446902.250000 Penalty: 3121.037842
	Iteration 33Q: 3 clusters Score -1446902 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1446966.375000 Penalty: 3121.037842
	Iteration 34Q: 3 clusters Score -1446966 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1447036.625000 Penalty: 3121.037842
	Iteration 35Q: 3 clusters Score -1447037 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1447119.750000 Penalty: 3121.037842
	Iteration 36Q: 3 clusters Score -1447120 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1447190.250000 Penalty: 3121.037842
	Iteration 37Q: 3 clusters Score -1447190 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1447283.375000 Penalty: 3121.037842
	Iteration 38Q: 3 clusters Score -1447283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1447396.375000 Penalty: 3121.037842
	Iteration 39Q: 3 clusters Score -1447396 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1447508.375000 Penalty: 3121.037842
	Iteration 40F: 3 clusters Score -1447508 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1447617.750000 Penalty: 3121.037842
	Iteration 41Q: 3 clusters Score -1447618 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1447709.125000 Penalty: 3121.037842
	Iteration 42Q: 3 clusters Score -1447709 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1447798.375000 Penalty: 3121.037842
	Iteration 43Q: 3 clusters Score -1447798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1447876.000000 Penalty: 3121.037842
	Iteration 44Q: 3 clusters Score -1447876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1447955.625000 Penalty: 3121.037842
	Iteration 45Q: 3 clusters Score -1447956 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1448020.250000 Penalty: 3121.037842
	Iteration 46Q: 3 clusters Score -1448020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1448086.000000 Penalty: 3121.037842
	Iteration 47Q: 3 clusters Score -1448086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1448146.625000 Penalty: 3121.037842
	Iteration 48Q: 3 clusters Score -1448147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1448186.625000 Penalty: 3121.037842
	Iteration 49Q: 3 clusters Score -1448187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -1448225.375000 Penalty: 3121.037842
	Iteration 50Q: 3 clusters Score -1448225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1448252.000000 Penalty: 3121.037842
	Iteration 51Q: 3 clusters Score -1448252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1448279.000000 Penalty: 3121.037842
	Iteration 52Q: 3 clusters Score -1448279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1448308.000000 Penalty: 3121.037842
	Iteration 53Q: 3 clusters Score -1448308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1448327.500000 Penalty: 3121.037842
	Iteration 54Q: 3 clusters Score -1448328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1448341.875000 Penalty: 3121.037842
	Iteration 55Q: 3 clusters Score -1448342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1448353.125000 Penalty: 3121.037842
	Iteration 56Q: 3 clusters Score -1448353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1448360.000000 Penalty: 3121.037842
	Iteration 57Q: 3 clusters Score -1448360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1448361.000000 Penalty: 3121.037842
	Iteration 58Q: 3 clusters Score -1448361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1448365.625000 Penalty: 3121.037842
	Iteration 59Q: 3 clusters Score -1448366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1448368.875000 Penalty: 3121.037842
	Iteration 60F: 3 clusters Score -1448369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1448369.250000 Penalty: 3121.037842
	Iteration 61Q: 3 clusters Score -1448369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1448371.625000 Penalty: 3121.037842
	Iteration 62Q: 3 clusters Score -1448372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1448371.625000 Penalty: 3121.037842
	Iteration 63F: 3 clusters Score -1448372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Entering Unmasked Estep 
Score: -1175240.000000 Penalty: 1522.540161
	Iteration 0F: 2 clusters Score -1175240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1167012.500000 Penalty: 3045.080322
	Iteration 0F: 3 clusters Score -1167012 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1169965.875000 Penalty: 3045.080322
	Iteration 1F: 3 clusters Score -1169966 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1170456.625000 Penalty: 3045.080322
	Iteration 2F: 3 clusters Score -1170457 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1171078.500000 Penalty: 3045.080322
	Iteration 3F: 3 clusters Score -1171078 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1171825.000000 Penalty: 3045.080322
	Iteration 4F: 3 clusters Score -1171825 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1172569.000000 Penalty: 3045.080322
	Iteration 5F: 3 clusters Score -1172569 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1173166.250000 Penalty: 3045.080322
	Iteration 6F: 3 clusters Score -1173166 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1173530.625000 Penalty: 3045.080322
	Iteration 7Q: 3 clusters Score -1173531 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1173761.875000 Penalty: 3045.080322
	Iteration 8Q: 3 clusters Score -1173762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1173885.125000 Penalty: 3045.080322
	Iteration 9Q: 3 clusters Score -1173885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1173958.750000 Penalty: 3045.080322
	Iteration 10Q: 3 clusters Score -1173959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1174005.250000 Penalty: 3045.080322
	Iteration 11Q: 3 clusters Score -1174005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1174047.750000 Penalty: 3045.080322
	Iteration 12Q: 3 clusters Score -1174048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1174072.875000 Penalty: 3045.080322
	Iteration 13Q: 3 clusters Score -1174073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1174089.250000 Penalty: 3045.080322
	Iteration 14Q: 3 clusters Score -1174089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1174098.750000 Penalty: 3045.080322
	Iteration 15Q: 3 clusters Score -1174099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1174103.625000 Penalty: 3045.080322
	Iteration 16Q: 3 clusters Score -1174104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1174110.125000 Penalty: 3045.080322
	Iteration 17Q: 3 clusters Score -1174110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1174115.250000 Penalty: 3045.080322
	Iteration 18Q: 3 clusters Score -1174115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1174121.500000 Penalty: 3045.080322
	Iteration 19Q: 3 clusters Score -1174122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1174121.500000 Penalty: 3045.080322
	Iteration 20F: 3 clusters Score -1174122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -130467.890625 Penalty: 1171.517822
	Iteration 0F: 2 clusters Score -130467.9 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 687 members 
Entering Unmasked Estep 
Score: -128844.562500 Penalty: 2343.035645
	Iteration 0F: 3 clusters Score -128844.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129130.156250 Penalty: 2343.035645
	Iteration 1F: 3 clusters Score -129130.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129211.382812 Penalty: 2343.035645
	Iteration 2F: 3 clusters Score -129211.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129248.265625 Penalty: 2343.035645
	Iteration 3Q: 3 clusters Score -129248.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129278.140625 Penalty: 2343.035645
	Iteration 4Q: 3 clusters Score -129278.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -129300.414062 Penalty: 2343.035645
	Iteration 5Q: 3 clusters Score -129300.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129322.125000 Penalty: 2343.035645
	Iteration 6Q: 3 clusters Score -129322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -129340.304688 Penalty: 2343.035645
	Iteration 7Q: 3 clusters Score -129340.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -129357.187500 Penalty: 2343.035645
	Iteration 8Q: 3 clusters Score -129357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -129370.570312 Penalty: 2343.035645
	Iteration 9Q: 3 clusters Score -129370.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129384.046875 Penalty: 2343.035645
	Iteration 10Q: 3 clusters Score -129384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129400.851562 Penalty: 2343.035645
	Iteration 11Q: 3 clusters Score -129400.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -129414.500000 Penalty: 2343.035645
	Iteration 12Q: 3 clusters Score -129414.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129422.593750 Penalty: 2343.035645
	Iteration 13Q: 3 clusters Score -129422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129434.546875 Penalty: 2343.035645
	Iteration 14Q: 3 clusters Score -129434.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129445.718750 Penalty: 2343.035645
	Iteration 15Q: 3 clusters Score -129445.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -129451.593750 Penalty: 2343.035645
	Iteration 16Q: 3 clusters Score -129451.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129456.476562 Penalty: 2343.035645
	Iteration 17Q: 3 clusters Score -129456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129459.750000 Penalty: 2343.035645
	Iteration 18Q: 3 clusters Score -129459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -129461.789062 Penalty: 2343.035645
	Iteration 19Q: 3 clusters Score -129461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -129463.195312 Penalty: 2343.035645
	Iteration 20F: 3 clusters Score -129463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Entering Unmasked Estep 
Score: -575033.812500 Penalty: 1411.818970
	Iteration 0F: 2 clusters Score -575033.8 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 2941 members 
Entering Unmasked Estep 
Score: -570462.812500 Penalty: 2823.637939
	Iteration 0F: 3 clusters Score -570462.8 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -571797.750000 Penalty: 2823.637939
	Iteration 1F: 3 clusters Score -571797.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -572059.937500 Penalty: 2823.637939
	Iteration 2F: 3 clusters Score -572059.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -572282.187500 Penalty: 2823.637939
	Iteration 3F: 3 clusters Score -572282.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -572503.125000 Penalty: 2823.637939
	Iteration 4F: 3 clusters Score -572503.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -572735.062500 Penalty: 2823.637939
	Iteration 5F: 3 clusters Score -572735.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -572938.562500 Penalty: 2823.637939
	Iteration 6F: 3 clusters Score -572938.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -573145.125000 Penalty: 2823.637939
	Iteration 7Q: 3 clusters Score -573145.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -573325.312500 Penalty: 2823.637939
	Iteration 8Q: 3 clusters Score -573325.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -573484.312500 Penalty: 2823.637939
	Iteration 9Q: 3 clusters Score -573484.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -573581.875000 Penalty: 2823.637939
	Iteration 10Q: 3 clusters Score -573581.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -573644.562500 Penalty: 2823.637939
	Iteration 11Q: 3 clusters Score -573644.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -573693.687500 Penalty: 2823.637939
	Iteration 12Q: 3 clusters Score -573693.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -573726.812500 Penalty: 2823.637939
	Iteration 13Q: 3 clusters Score -573726.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -573741.875000 Penalty: 2823.637939
	Iteration 14Q: 3 clusters Score -573741.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -573754.250000 Penalty: 2823.637939
	Iteration 15Q: 3 clusters Score -573754.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -573765.875000 Penalty: 2823.637939
	Iteration 16Q: 3 clusters Score -573765.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -573774.375000 Penalty: 2823.637939
	Iteration 17Q: 3 clusters Score -573774.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -573783.687500 Penalty: 2823.637939
	Iteration 18Q: 3 clusters Score -573783.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -573791.125000 Penalty: 2823.637939
	Iteration 19Q: 3 clusters Score -573791.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -573801.687500 Penalty: 2823.637939
	Iteration 20F: 3 clusters Score -573801.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -573810.875000 Penalty: 2823.637939
	Iteration 21Q: 3 clusters Score -573810.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -573818.437500 Penalty: 2823.637939
	Iteration 22Q: 3 clusters Score -573818.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -573821.687500 Penalty: 2823.637939
	Iteration 23Q: 3 clusters Score -573821.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -573826.812500 Penalty: 2823.637939
	Iteration 24Q: 3 clusters Score -573826.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -573832.812500 Penalty: 2823.637939
	Iteration 25Q: 3 clusters Score -573832.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -573835.750000 Penalty: 2823.637939
	Iteration 26Q: 3 clusters Score -573835.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -573843.625000 Penalty: 2823.637939
	Iteration 27Q: 3 clusters Score -573843.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -573848.875000 Penalty: 2823.637939
	Iteration 28Q: 3 clusters Score -573848.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -573850.312500 Penalty: 2823.637939
	Iteration 29Q: 3 clusters Score -573850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -573854.562500 Penalty: 2823.637939
	Iteration 30Q: 3 clusters Score -573854.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -573858.250000 Penalty: 2823.637939
	Iteration 31Q: 3 clusters Score -573858.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -573860.437500 Penalty: 2823.637939
	Iteration 32Q: 3 clusters Score -573860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -573862.937500 Penalty: 2823.637939
	Iteration 33Q: 3 clusters Score -573862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -573865.875000 Penalty: 2823.637939
	Iteration 34Q: 3 clusters Score -573865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -573869.062500 Penalty: 2823.637939
	Iteration 35Q: 3 clusters Score -573869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -573871.625000 Penalty: 2823.637939
	Iteration 36Q: 3 clusters Score -573871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -573871.812500 Penalty: 2823.637939
	Iteration 37Q: 3 clusters Score -573871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -573872.562500 Penalty: 2823.637939
	Iteration 38Q: 3 clusters Score -573872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -573873.250000 Penalty: 2823.637939
	Iteration 39Q: 3 clusters Score -573873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -573873.312500 Penalty: 2823.637939
	Iteration 40F: 3 clusters Score -573873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -573874.937500 Penalty: 2823.637939
	Iteration 41Q: 3 clusters Score -573874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -573875.875000 Penalty: 2823.637939
	Iteration 42Q: 3 clusters Score -573875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -573876.312500 Penalty: 2823.637939
	Iteration 43Q: 3 clusters Score -573876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -573878.500000 Penalty: 2823.637939
	Iteration 44Q: 3 clusters Score -573878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -573879.062500 Penalty: 2823.637939
	Iteration 45Q: 3 clusters Score -573879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -573879.500000 Penalty: 2823.637939
	Iteration 46Q: 3 clusters Score -573879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -573880.875000 Penalty: 2823.637939
	Iteration 47Q: 3 clusters Score -573880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -573881.250000 Penalty: 2823.637939
	Iteration 48Q: 3 clusters Score -573881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -573880.187500 Penalty: 2823.637939
	Iteration 49Q: 3 clusters Score -573880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -573880.875000 Penalty: 2823.637939
	Iteration 50Q: 3 clusters Score -573880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -573883.187500 Penalty: 2823.637939
	Iteration 51Q: 3 clusters Score -573883.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -573884.562500 Penalty: 2823.637939
	Iteration 52Q: 3 clusters Score -573884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -573886.937500 Penalty: 2823.637939
	Iteration 53Q: 3 clusters Score -573886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -573888.875000 Penalty: 2823.637939
	Iteration 54Q: 3 clusters Score -573888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -573888.625000 Penalty: 2823.637939
	Iteration 55Q: 3 clusters Score -573888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -573889.750000 Penalty: 2823.637939
	Iteration 56Q: 3 clusters Score -573889.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -573893.125000 Penalty: 2823.637939
	Iteration 57Q: 3 clusters Score -573893.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -573893.375000 Penalty: 2823.637939
	Iteration 58Q: 3 clusters Score -573893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -573893.375000 Penalty: 2823.637939
	Iteration 59F: 3 clusters Score -573893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -867928.625000 Penalty: 1475.445068
	Iteration 0F: 2 clusters Score -867928.6 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 4413 members 
Entering Unmasked Estep 
Score: -861569.750000 Penalty: 2950.890137
	Iteration 0F: 3 clusters Score -861569.8 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -863568.375000 Penalty: 2950.890137
	Iteration 1F: 3 clusters Score -863568.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -863828.937500 Penalty: 2950.890137
	Iteration 2F: 3 clusters Score -863828.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -864004.437500 Penalty: 2950.890137
	Iteration 3F: 3 clusters Score -864004.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -864152.375000 Penalty: 2950.890137
	Iteration 4Q: 3 clusters Score -864152.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -864277.375000 Penalty: 2950.890137
	Iteration 5Q: 3 clusters Score -864277.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -864383.187500 Penalty: 2950.890137
	Iteration 6Q: 3 clusters Score -864383.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -864490.500000 Penalty: 2950.890137
	Iteration 7Q: 3 clusters Score -864490.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -864626.125000 Penalty: 2950.890137
	Iteration 8Q: 3 clusters Score -864626.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -864784.937500 Penalty: 2950.890137
	Iteration 9Q: 3 clusters Score -864784.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -864976.375000 Penalty: 2950.890137
	Iteration 10Q: 3 clusters Score -864976.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -865222.500000 Penalty: 2950.890137
	Iteration 11Q: 3 clusters Score -865222.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -865485.187500 Penalty: 2950.890137
	Iteration 12Q: 3 clusters Score -865485.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -865789.250000 Penalty: 2950.890137
	Iteration 13Q: 3 clusters Score -865789.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -866115.187500 Penalty: 2950.890137
	Iteration 14Q: 3 clusters Score -866115.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -866376.000000 Penalty: 2950.890137
	Iteration 15Q: 3 clusters Score -866376 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -866542.250000 Penalty: 2950.890137
	Iteration 16Q: 3 clusters Score -866542.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -866673.125000 Penalty: 2950.890137
	Iteration 17Q: 3 clusters Score -866673.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -866764.687500 Penalty: 2950.890137
	Iteration 18Q: 3 clusters Score -866764.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -866822.062500 Penalty: 2950.890137
	Iteration 19Q: 3 clusters Score -866822.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -866858.125000 Penalty: 2950.890137
	Iteration 20F: 3 clusters Score -866858.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -866882.250000 Penalty: 2950.890137
	Iteration 21Q: 3 clusters Score -866882.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -866902.000000 Penalty: 2950.890137
	Iteration 22Q: 3 clusters Score -866902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -866920.625000 Penalty: 2950.890137
	Iteration 23Q: 3 clusters Score -866920.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -866929.062500 Penalty: 2950.890137
	Iteration 24Q: 3 clusters Score -866929.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -866940.125000 Penalty: 2950.890137
	Iteration 25Q: 3 clusters Score -866940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -866944.625000 Penalty: 2950.890137
	Iteration 26Q: 3 clusters Score -866944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -866951.625000 Penalty: 2950.890137
	Iteration 27Q: 3 clusters Score -866951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -866951.687500 Penalty: 2950.890137
	Iteration 28Q: 3 clusters Score -866951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -866952.250000 Penalty: 2950.890137
	Iteration 29Q: 3 clusters Score -866952.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -866952.250000 Penalty: 2950.890137
	Iteration 30F: 3 clusters Score -866952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Entering Unmasked Estep 
Score: -1812753.500000 Penalty: 1594.748413
	Iteration 0F: 2 clusters Score -1812754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1800321.000000 Penalty: 3189.496826
	Iteration 0F: 3 clusters Score -1800321 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1804724.000000 Penalty: 3189.496826
	Iteration 1F: 3 clusters Score -1804724 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1805044.875000 Penalty: 3189.496826
	Iteration 2F: 3 clusters Score -1805045 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1805306.250000 Penalty: 3189.496826
	Iteration 3Q: 3 clusters Score -1805306 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1805525.625000 Penalty: 3189.496826
	Iteration 4Q: 3 clusters Score -1805526 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1805728.750000 Penalty: 3189.496826
	Iteration 5Q: 3 clusters Score -1805729 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1805911.500000 Penalty: 3189.496826
	Iteration 6Q: 3 clusters Score -1805912 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1806102.625000 Penalty: 3189.496826
	Iteration 7Q: 3 clusters Score -1806103 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1806331.625000 Penalty: 3189.496826
	Iteration 8Q: 3 clusters Score -1806332 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1806620.000000 Penalty: 3189.496826
	Iteration 9Q: 3 clusters Score -1806620 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1806968.500000 Penalty: 3189.496826
	Iteration 10Q: 3 clusters Score -1806968 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1807401.125000 Penalty: 3189.496826
	Iteration 11Q: 3 clusters Score -1807401 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1807921.500000 Penalty: 3189.496826
	Iteration 12Q: 3 clusters Score -1807922 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1808407.375000 Penalty: 3189.496826
	Iteration 13Q: 3 clusters Score -1808407 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1808819.750000 Penalty: 3189.496826
	Iteration 14Q: 3 clusters Score -1808820 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1809176.000000 Penalty: 3189.496826
	Iteration 15Q: 3 clusters Score -1809176 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1809451.625000 Penalty: 3189.496826
	Iteration 16Q: 3 clusters Score -1809452 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1809706.000000 Penalty: 3189.496826
	Iteration 17Q: 3 clusters Score -1809706 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1809925.250000 Penalty: 3189.496826
	Iteration 18Q: 3 clusters Score -1809925 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1810131.625000 Penalty: 3189.496826
	Iteration 19Q: 3 clusters Score -1810132 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1810348.625000 Penalty: 3189.496826
	Iteration 20F: 3 clusters Score -1810349 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1810550.000000 Penalty: 3189.496826
	Iteration 21Q: 3 clusters Score -1810550 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1810722.250000 Penalty: 3189.496826
	Iteration 22Q: 3 clusters Score -1810722 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1810868.875000 Penalty: 3189.496826
	Iteration 23Q: 3 clusters Score -1810869 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1810988.625000 Penalty: 3189.496826
	Iteration 24Q: 3 clusters Score -1810989 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1811059.875000 Penalty: 3189.496826
	Iteration 25Q: 3 clusters Score -1811060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1811109.250000 Penalty: 3189.496826
	Iteration 26Q: 3 clusters Score -1811109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1811163.250000 Penalty: 3189.496826
	Iteration 27Q: 3 clusters Score -1811163 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1811214.000000 Penalty: 3189.496826
	Iteration 28Q: 3 clusters Score -1811214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1811260.875000 Penalty: 3189.496826
	Iteration 29Q: 3 clusters Score -1811261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1811289.500000 Penalty: 3189.496826
	Iteration 30Q: 3 clusters Score -1811290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1811314.875000 Penalty: 3189.496826
	Iteration 31Q: 3 clusters Score -1811315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1811330.250000 Penalty: 3189.496826
	Iteration 32Q: 3 clusters Score -1811330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1811342.125000 Penalty: 3189.496826
	Iteration 33Q: 3 clusters Score -1811342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1811346.875000 Penalty: 3189.496826
	Iteration 34Q: 3 clusters Score -1811347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1811362.125000 Penalty: 3189.496826
	Iteration 35Q: 3 clusters Score -1811362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1811372.125000 Penalty: 3189.496826
	Iteration 36Q: 3 clusters Score -1811372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1811380.500000 Penalty: 3189.496826
	Iteration 37Q: 3 clusters Score -1811380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1811390.000000 Penalty: 3189.496826
	Iteration 38Q: 3 clusters Score -1811390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1811399.000000 Penalty: 3189.496826
	Iteration 39Q: 3 clusters Score -1811399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1811405.750000 Penalty: 3189.496826
	Iteration 40F: 3 clusters Score -1811406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1811417.125000 Penalty: 3189.496826
	Iteration 41Q: 3 clusters Score -1811417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1811417.375000 Penalty: 3189.496826
	Iteration 42Q: 3 clusters Score -1811417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1811425.875000 Penalty: 3189.496826
	Iteration 43Q: 3 clusters Score -1811426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1811426.750000 Penalty: 3189.496826
	Iteration 44Q: 3 clusters Score -1811427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1811430.000000 Penalty: 3189.496826
	Iteration 45Q: 3 clusters Score -1811430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1811432.125000 Penalty: 3189.496826
	Iteration 46Q: 3 clusters Score -1811432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1811432.500000 Penalty: 3189.496826
	Iteration 47Q: 3 clusters Score -1811432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1811433.625000 Penalty: 3189.496826
	Iteration 48Q: 3 clusters Score -1811434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1811435.750000 Penalty: 3189.496826
	Iteration 49Q: 3 clusters Score -1811436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1811434.125000 Penalty: 3189.496826
	Iteration 50Q: 3 clusters Score -1811434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1811434.750000 Penalty: 3189.496826
	Iteration 51Q: 3 clusters Score -1811435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1811438.375000 Penalty: 3189.496826
	Iteration 52Q: 3 clusters Score -1811438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1811438.875000 Penalty: 3189.496826
	Iteration 53Q: 3 clusters Score -1811439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1811442.250000 Penalty: 3189.496826
	Iteration 54Q: 3 clusters Score -1811442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1811449.375000 Penalty: 3189.496826
	Iteration 55Q: 3 clusters Score -1811449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1811449.250000 Penalty: 3189.496826
	Iteration 56Q: 3 clusters Score -1811449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1811450.375000 Penalty: 3189.496826
	Iteration 57Q: 3 clusters Score -1811450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1811453.875000 Penalty: 3189.496826
	Iteration 58Q: 3 clusters Score -1811454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1811457.875000 Penalty: 3189.496826
	Iteration 59Q: 3 clusters Score -1811458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1811460.250000 Penalty: 3189.496826
	Iteration 60F: 3 clusters Score -1811460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1811464.000000 Penalty: 3189.496826
	Iteration 61Q: 3 clusters Score -1811464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1811466.750000 Penalty: 3189.496826
	Iteration 62Q: 3 clusters Score -1811467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1811470.500000 Penalty: 3189.496826
	Iteration 63Q: 3 clusters Score -1811470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1811470.500000 Penalty: 3189.496826
	Iteration 64F: 3 clusters Score -1811470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -376932.500000 Penalty: 1346.518799
	Iteration 0F: 2 clusters Score -376932.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -373574.281250 Penalty: 2693.037598
	Iteration 0F: 3 clusters Score -373574.3 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -374451.875000 Penalty: 2693.037598
	Iteration 1F: 3 clusters Score -374451.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -374627.125000 Penalty: 2693.037598
	Iteration 2F: 3 clusters Score -374627.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -374743.718750 Penalty: 2693.037598
	Iteration 3F: 3 clusters Score -374743.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -374830.281250 Penalty: 2693.037598
	Iteration 4Q: 3 clusters Score -374830.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -374897.312500 Penalty: 2693.037598
	Iteration 5Q: 3 clusters Score -374897.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -374947.687500 Penalty: 2693.037598
	Iteration 6Q: 3 clusters Score -374947.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -374977.718750 Penalty: 2693.037598
	Iteration 7Q: 3 clusters Score -374977.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -375010.250000 Penalty: 2693.037598
	Iteration 8Q: 3 clusters Score -375010.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -375037.437500 Penalty: 2693.037598
	Iteration 9Q: 3 clusters Score -375037.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -375060.125000 Penalty: 2693.037598
	Iteration 10Q: 3 clusters Score -375060.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -375083.593750 Penalty: 2693.037598
	Iteration 11Q: 3 clusters Score -375083.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -375101.593750 Penalty: 2693.037598
	Iteration 12Q: 3 clusters Score -375101.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -375119.843750 Penalty: 2693.037598
	Iteration 13Q: 3 clusters Score -375119.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -375137.437500 Penalty: 2693.037598
	Iteration 14Q: 3 clusters Score -375137.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -375153.562500 Penalty: 2693.037598
	Iteration 15Q: 3 clusters Score -375153.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -375171.937500 Penalty: 2693.037598
	Iteration 16Q: 3 clusters Score -375171.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -375188.406250 Penalty: 2693.037598
	Iteration 17Q: 3 clusters Score -375188.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -375204.500000 Penalty: 2693.037598
	Iteration 18Q: 3 clusters Score -375204.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -375219.625000 Penalty: 2693.037598
	Iteration 19Q: 3 clusters Score -375219.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -375254.093750 Penalty: 2693.037598
	Iteration 20F: 3 clusters Score -375254.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -375299.437500 Penalty: 2693.037598
	Iteration 21Q: 3 clusters Score -375299.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -375350.812500 Penalty: 2693.037598
	Iteration 22Q: 3 clusters Score -375350.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -375400.218750 Penalty: 2693.037598
	Iteration 23Q: 3 clusters Score -375400.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -375446.343750 Penalty: 2693.037598
	Iteration 24Q: 3 clusters Score -375446.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -375497.156250 Penalty: 2693.037598
	Iteration 25Q: 3 clusters Score -375497.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -375544.468750 Penalty: 2693.037598
	Iteration 26Q: 3 clusters Score -375544.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -375587.062500 Penalty: 2693.037598
	Iteration 27Q: 3 clusters Score -375587.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -375629.500000 Penalty: 2693.037598
	Iteration 28Q: 3 clusters Score -375629.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -375661.968750 Penalty: 2693.037598
	Iteration 29Q: 3 clusters Score -375662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -375701.156250 Penalty: 2693.037598
	Iteration 30Q: 3 clusters Score -375701.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -375736.875000 Penalty: 2693.037598
	Iteration 31Q: 3 clusters Score -375736.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -375767.093750 Penalty: 2693.037598
	Iteration 32Q: 3 clusters Score -375767.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -375792.500000 Penalty: 2693.037598
	Iteration 33Q: 3 clusters Score -375792.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -375810.968750 Penalty: 2693.037598
	Iteration 34Q: 3 clusters Score -375811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -375824.375000 Penalty: 2693.037598
	Iteration 35Q: 3 clusters Score -375824.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -375834.281250 Penalty: 2693.037598
	Iteration 36Q: 3 clusters Score -375834.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -375841.312500 Penalty: 2693.037598
	Iteration 37Q: 3 clusters Score -375841.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -375849.343750 Penalty: 2693.037598
	Iteration 38Q: 3 clusters Score -375849.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -375861.281250 Penalty: 2693.037598
	Iteration 39Q: 3 clusters Score -375861.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -375874.312500 Penalty: 2693.037598
	Iteration 40F: 3 clusters Score -375874.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -375886.125000 Penalty: 2693.037598
	Iteration 41Q: 3 clusters Score -375886.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -375895.218750 Penalty: 2693.037598
	Iteration 42Q: 3 clusters Score -375895.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -375903.343750 Penalty: 2693.037598
	Iteration 43Q: 3 clusters Score -375903.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -375909.281250 Penalty: 2693.037598
	Iteration 44Q: 3 clusters Score -375909.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375911.437500 Penalty: 2693.037598
	Iteration 45Q: 3 clusters Score -375911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -375915.906250 Penalty: 2693.037598
	Iteration 46Q: 3 clusters Score -375915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -375919.843750 Penalty: 2693.037598
	Iteration 47Q: 3 clusters Score -375919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -375922.093750 Penalty: 2693.037598
	Iteration 48Q: 3 clusters Score -375922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -375926.968750 Penalty: 2693.037598
	Iteration 49Q: 3 clusters Score -375927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -375932.218750 Penalty: 2693.037598
	Iteration 50Q: 3 clusters Score -375932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -375935.250000 Penalty: 2693.037598
	Iteration 51Q: 3 clusters Score -375935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -375937.093750 Penalty: 2693.037598
	Iteration 52Q: 3 clusters Score -375937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -375940.187500 Penalty: 2693.037598
	Iteration 53Q: 3 clusters Score -375940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -375941.562500 Penalty: 2693.037598
	Iteration 54Q: 3 clusters Score -375941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -375943.062500 Penalty: 2693.037598
	Iteration 55Q: 3 clusters Score -375943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -375943.437500 Penalty: 2693.037598
	Iteration 56Q: 3 clusters Score -375943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -375943.437500 Penalty: 2693.037598
	Iteration 57F: 3 clusters Score -375943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -75335.890625 Penalty: 1107.184692
	Iteration 0F: 2 clusters Score -75335.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74019.742188 Penalty: 2214.369385
	Iteration 0F: 3 clusters Score -74019.74 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -74289.804688 Penalty: 2214.369385
	Iteration 1F: 3 clusters Score -74289.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74382.031250 Penalty: 2214.369385
	Iteration 2F: 3 clusters Score -74382.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74480.421875 Penalty: 2214.369385
	Iteration 3Q: 3 clusters Score -74480.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74539.781250 Penalty: 2214.369385
	Iteration 4Q: 3 clusters Score -74539.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74560.539062 Penalty: 2214.369385
	Iteration 5Q: 3 clusters Score -74560.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74572.226562 Penalty: 2214.369385
	Iteration 6Q: 3 clusters Score -74572.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74587.421875 Penalty: 2214.369385
	Iteration 7Q: 3 clusters Score -74587.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74603.265625 Penalty: 2214.369385
	Iteration 8Q: 3 clusters Score -74603.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -74609.289062 Penalty: 2214.369385
	Iteration 9Q: 3 clusters Score -74609.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74614.320312 Penalty: 2214.369385
	Iteration 10Q: 3 clusters Score -74614.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -74623.265625 Penalty: 2214.369385
	Iteration 11Q: 3 clusters Score -74623.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74637.578125 Penalty: 2214.369385
	Iteration 12Q: 3 clusters Score -74637.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74653.023438 Penalty: 2214.369385
	Iteration 13Q: 3 clusters Score -74653.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74661.554688 Penalty: 2214.369385
	Iteration 14Q: 3 clusters Score -74661.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74668.968750 Penalty: 2214.369385
	Iteration 15Q: 3 clusters Score -74668.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74683.195312 Penalty: 2214.369385
	Iteration 16Q: 3 clusters Score -74683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -74700.617188 Penalty: 2214.369385
	Iteration 17Q: 3 clusters Score -74700.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -74715.218750 Penalty: 2214.369385
	Iteration 18Q: 3 clusters Score -74715.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74724.078125 Penalty: 2214.369385
	Iteration 19Q: 3 clusters Score -74724.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74728.539062 Penalty: 2214.369385
	Iteration 20F: 3 clusters Score -74728.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74733.085938 Penalty: 2214.369385
	Iteration 21Q: 3 clusters Score -74733.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74735.320312 Penalty: 2214.369385
	Iteration 22Q: 3 clusters Score -74735.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -74740.453125 Penalty: 2214.369385
	Iteration 23Q: 3 clusters Score -74740.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -74742.984375 Penalty: 2214.369385
	Iteration 24Q: 3 clusters Score -74742.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -74748.359375 Penalty: 2214.369385
	Iteration 25Q: 3 clusters Score -74748.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -74751.296875 Penalty: 2214.369385
	Iteration 26Q: 3 clusters Score -74751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74753.203125 Penalty: 2214.369385
	Iteration 27Q: 3 clusters Score -74753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74754.914062 Penalty: 2214.369385
	Iteration 28Q: 3 clusters Score -74754.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74756.414062 Penalty: 2214.369385
	Iteration 29Q: 3 clusters Score -74756.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74758.062500 Penalty: 2214.369385
	Iteration 30Q: 3 clusters Score -74758.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -74759.453125 Penalty: 2214.369385
	Iteration 31Q: 3 clusters Score -74759.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74759.992188 Penalty: 2214.369385
	Iteration 32Q: 3 clusters Score -74759.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74759.992188 Penalty: 2214.369385
	Iteration 33F: 3 clusters Score -74759.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -625123.500000 Penalty: 1429.208252
	Iteration 0F: 2 clusters Score -625123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -620231.250000 Penalty: 2858.416504
	Iteration 0F: 3 clusters Score -620231.2 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -621857.500000 Penalty: 2858.416504
	Iteration 1F: 3 clusters Score -621857.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -622383.312500 Penalty: 2858.416504
	Iteration 2F: 3 clusters Score -622383.3 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -622982.375000 Penalty: 2858.416504
	Iteration 3F: 3 clusters Score -622982.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -623426.187500 Penalty: 2858.416504
	Iteration 4F: 3 clusters Score -623426.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -623787.875000 Penalty: 2858.416504
	Iteration 5F: 3 clusters Score -623787.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -624122.125000 Penalty: 2858.416504
	Iteration 6F: 3 clusters Score -624122.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -624446.625000 Penalty: 2858.416504
	Iteration 7Q: 3 clusters Score -624446.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -624729.937500 Penalty: 2858.416504
	Iteration 8Q: 3 clusters Score -624729.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -624919.500000 Penalty: 2858.416504
	Iteration 9Q: 3 clusters Score -624919.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -625001.125000 Penalty: 2858.416504
	Iteration 10Q: 3 clusters Score -625001.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -625041.500000 Penalty: 2858.416504
	Iteration 11Q: 3 clusters Score -625041.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -625062.062500 Penalty: 2858.416504
	Iteration 12Q: 3 clusters Score -625062.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -625074.312500 Penalty: 2858.416504
	Iteration 13Q: 3 clusters Score -625074.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -625080.125000 Penalty: 2858.416504
	Iteration 14Q: 3 clusters Score -625080.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -625083.875000 Penalty: 2858.416504
	Iteration 15Q: 3 clusters Score -625083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -625085.250000 Penalty: 2858.416504
	Iteration 16Q: 3 clusters Score -625085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -625086.562500 Penalty: 2858.416504
	Iteration 17Q: 3 clusters Score -625086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -625087.562500 Penalty: 2858.416504
	Iteration 18Q: 3 clusters Score -625087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -625089.062500 Penalty: 2858.416504
	Iteration 19Q: 3 clusters Score -625089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -625088.250000 Penalty: 2858.416504
	Iteration 20F: 3 clusters Score -625088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -625089.812500 Penalty: 2858.416504
	Iteration 21Q: 3 clusters Score -625089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -625091.062500 Penalty: 2858.416504
	Iteration 22Q: 3 clusters Score -625091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -625090.000000 Penalty: 2858.416504
	Iteration 23Q: 3 clusters Score -625090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -625090.000000 Penalty: 2858.416504
	Iteration 24F: 3 clusters Score -625090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Entering Unmasked Estep 
Score: -431184.281250 Penalty: 1378.826050
	Iteration 0F: 2 clusters Score -431184.3 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 2420 members 
Entering Unmasked Estep 
Score: -427248.125000 Penalty: 2757.652100
	Iteration 0F: 3 clusters Score -427248.1 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -428492.125000 Penalty: 2757.652100
	Iteration 1F: 3 clusters Score -428492.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -428724.281250 Penalty: 2757.652100
	Iteration 2F: 3 clusters Score -428724.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -428888.750000 Penalty: 2757.652100
	Iteration 3F: 3 clusters Score -428888.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -429008.781250 Penalty: 2757.652100
	Iteration 4Q: 3 clusters Score -429008.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -429120.062500 Penalty: 2757.652100
	Iteration 5Q: 3 clusters Score -429120.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -429260.687500 Penalty: 2757.652100
	Iteration 6Q: 3 clusters Score -429260.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -429379.218750 Penalty: 2757.652100
	Iteration 7Q: 3 clusters Score -429379.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -429488.218750 Penalty: 2757.652100
	Iteration 8Q: 3 clusters Score -429488.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -429575.125000 Penalty: 2757.652100
	Iteration 9Q: 3 clusters Score -429575.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -429649.281250 Penalty: 2757.652100
	Iteration 10Q: 3 clusters Score -429649.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -429711.312500 Penalty: 2757.652100
	Iteration 11Q: 3 clusters Score -429711.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -429766.156250 Penalty: 2757.652100
	Iteration 12Q: 3 clusters Score -429766.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -429821.937500 Penalty: 2757.652100
	Iteration 13Q: 3 clusters Score -429821.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -429874.718750 Penalty: 2757.652100
	Iteration 14Q: 3 clusters Score -429874.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -429927.843750 Penalty: 2757.652100
	Iteration 15Q: 3 clusters Score -429927.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -429973.968750 Penalty: 2757.652100
	Iteration 16Q: 3 clusters Score -429974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -430003.718750 Penalty: 2757.652100
	Iteration 17Q: 3 clusters Score -430003.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -430028.031250 Penalty: 2757.652100
	Iteration 18Q: 3 clusters Score -430028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -430045.687500 Penalty: 2757.652100
	Iteration 19Q: 3 clusters Score -430045.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -430065.468750 Penalty: 2757.652100
	Iteration 20F: 3 clusters Score -430065.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -430077.218750 Penalty: 2757.652100
	Iteration 21Q: 3 clusters Score -430077.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -430092.781250 Penalty: 2757.652100
	Iteration 22Q: 3 clusters Score -430092.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -430107.250000 Penalty: 2757.652100
	Iteration 23Q: 3 clusters Score -430107.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -430119.531250 Penalty: 2757.652100
	Iteration 24Q: 3 clusters Score -430119.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -430130.312500 Penalty: 2757.652100
	Iteration 25Q: 3 clusters Score -430130.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -430144.031250 Penalty: 2757.652100
	Iteration 26Q: 3 clusters Score -430144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -430157.062500 Penalty: 2757.652100
	Iteration 27Q: 3 clusters Score -430157.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -430171.187500 Penalty: 2757.652100
	Iteration 28Q: 3 clusters Score -430171.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -430177.812500 Penalty: 2757.652100
	Iteration 29Q: 3 clusters Score -430177.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -430185.718750 Penalty: 2757.652100
	Iteration 30Q: 3 clusters Score -430185.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -430191.656250 Penalty: 2757.652100
	Iteration 31Q: 3 clusters Score -430191.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -430196.156250 Penalty: 2757.652100
	Iteration 32Q: 3 clusters Score -430196.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -430199.968750 Penalty: 2757.652100
	Iteration 33Q: 3 clusters Score -430200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -430203.468750 Penalty: 2757.652100
	Iteration 34Q: 3 clusters Score -430203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -430206.375000 Penalty: 2757.652100
	Iteration 35Q: 3 clusters Score -430206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -430208.156250 Penalty: 2757.652100
	Iteration 36Q: 3 clusters Score -430208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -430209.843750 Penalty: 2757.652100
	Iteration 37Q: 3 clusters Score -430209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -430210.968750 Penalty: 2757.652100
	Iteration 38Q: 3 clusters Score -430211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -430210.968750 Penalty: 2757.652100
	Iteration 39F: 3 clusters Score -430211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (107070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107070 members 
Entering Unmasked Estep 
Score: -10611878.000000 Penalty: 1881.951172
	Iteration 0F: 2 clusters Score -1.061188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -10540833.000000 Penalty: 3763.902344
	Iteration 0F: 3 clusters Score -1.054083e+07 nChanged 51338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -10570316.000000 Penalty: 3763.902344
	Iteration 1F: 3 clusters Score -1.057032e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -10570987.000000 Penalty: 3763.902344
	Iteration 2Q: 3 clusters Score -1.057099e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -10571943.000000 Penalty: 3763.902344
	Iteration 3Q: 3 clusters Score -1.057194e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -10573275.000000 Penalty: 3763.902344
	Iteration 4Q: 3 clusters Score -1.057328e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -10575584.000000 Penalty: 3763.902344
	Iteration 5Q: 3 clusters Score -1.057558e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -10579824.000000 Penalty: 3763.902344
	Iteration 6F: 3 clusters Score -1.057982e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -10586588.000000 Penalty: 3763.902344
	Iteration 7F: 3 clusters Score -1.058659e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -10594832.000000 Penalty: 3763.902344
	Iteration 8F: 3 clusters Score -1.059483e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -10601889.000000 Penalty: 3763.902344
	Iteration 9F: 3 clusters Score -1.060189e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -10606631.000000 Penalty: 3763.902344
	Iteration 10Q: 3 clusters Score -1.060663e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 105170 members 
Entering Unmasked Estep 
Score: -10608927.000000 Penalty: 3763.902344
	Iteration 11Q: 3 clusters Score -1.060893e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -10609854.000000 Penalty: 3763.902344
	Iteration 12Q: 3 clusters Score -1.060985e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -10610251.000000 Penalty: 3763.902344
	Iteration 13Q: 3 clusters Score -1.061025e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -10610425.000000 Penalty: 3763.902344
	Iteration 14Q: 3 clusters Score -1.061042e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 106685 members 
Entering Unmasked Estep 
Score: -10610483.000000 Penalty: 3763.902344
	Iteration 15Q: 3 clusters Score -1.061048e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 106716 members 
Entering Unmasked Estep 
Score: -10610543.000000 Penalty: 3763.902344
	Iteration 16Q: 3 clusters Score -1.061054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -10610561.000000 Penalty: 3763.902344
	Iteration 17Q: 3 clusters Score -1.061056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -10610596.000000 Penalty: 3763.902344
	Iteration 18Q: 3 clusters Score -1.06106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 106748 members 
Entering Unmasked Estep 
Score: -10610612.000000 Penalty: 3763.902344
	Iteration 19Q: 3 clusters Score -1.061061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 106754 members 
Entering Unmasked Estep 
Score: -10610614.000000 Penalty: 3763.902344
	Iteration 20F: 3 clusters Score -1.061061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -10610632.000000 Penalty: 3763.902344
	Iteration 21Q: 3 clusters Score -1.061063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -10610650.000000 Penalty: 3763.902344
	Iteration 22Q: 3 clusters Score -1.061065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 106763 members 
Entering Unmasked Estep 
Score: -10610668.000000 Penalty: 3763.902344
	Iteration 23Q: 3 clusters Score -1.061067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -10610677.000000 Penalty: 3763.902344
	Iteration 24Q: 3 clusters Score -1.061068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 106771 members 
Entering Unmasked Estep 
Score: -10610692.000000 Penalty: 3763.902344
	Iteration 25Q: 3 clusters Score -1.061069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -10610698.000000 Penalty: 3763.902344
	Iteration 26Q: 3 clusters Score -1.06107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -10610700.000000 Penalty: 3763.902344
	Iteration 27Q: 3 clusters Score -1.06107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -10610695.000000 Penalty: 3763.902344
	Iteration 28Q: 3 clusters Score -1.06107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -10610695.000000 Penalty: 3763.902344
	Iteration 29F: 3 clusters Score -1.06107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Entering Unmasked Estep 
Score: -1540575.125000 Penalty: 1569.700439
	Iteration 0F: 2 clusters Score -1540575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1529749.875000 Penalty: 3139.400879
	Iteration 0F: 3 clusters Score -1529750 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1533488.750000 Penalty: 3139.400879
	Iteration 1F: 3 clusters Score -1533489 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1533740.500000 Penalty: 3139.400879
	Iteration 2Q: 3 clusters Score -1533740 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1533975.625000 Penalty: 3139.400879
	Iteration 3Q: 3 clusters Score -1533976 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1534231.750000 Penalty: 3139.400879
	Iteration 4Q: 3 clusters Score -1534232 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1534525.750000 Penalty: 3139.400879
	Iteration 5Q: 3 clusters Score -1534526 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1534902.000000 Penalty: 3139.400879
	Iteration 6Q: 3 clusters Score -1534902 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1535449.375000 Penalty: 3139.400879
	Iteration 7F: 3 clusters Score -1535449 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1536175.500000 Penalty: 3139.400879
	Iteration 8F: 3 clusters Score -1536176 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1536988.500000 Penalty: 3139.400879
	Iteration 9F: 3 clusters Score -1536988 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1537715.375000 Penalty: 3139.400879
	Iteration 10F: 3 clusters Score -1537715 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1538274.250000 Penalty: 3139.400879
	Iteration 11Q: 3 clusters Score -1538274 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1538642.125000 Penalty: 3139.400879
	Iteration 12Q: 3 clusters Score -1538642 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1538858.625000 Penalty: 3139.400879
	Iteration 13Q: 3 clusters Score -1538859 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1538983.500000 Penalty: 3139.400879
	Iteration 14Q: 3 clusters Score -1538984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1539039.375000 Penalty: 3139.400879
	Iteration 15Q: 3 clusters Score -1539039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1539077.000000 Penalty: 3139.400879
	Iteration 16Q: 3 clusters Score -1539077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1539102.625000 Penalty: 3139.400879
	Iteration 17Q: 3 clusters Score -1539103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1539137.750000 Penalty: 3139.400879
	Iteration 18Q: 3 clusters Score -1539138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -1539167.500000 Penalty: 3139.400879
	Iteration 19Q: 3 clusters Score -1539168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1539188.500000 Penalty: 3139.400879
	Iteration 20F: 3 clusters Score -1539188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1539208.625000 Penalty: 3139.400879
	Iteration 21Q: 3 clusters Score -1539209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1539219.750000 Penalty: 3139.400879
	Iteration 22Q: 3 clusters Score -1539220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1539226.875000 Penalty: 3139.400879
	Iteration 23Q: 3 clusters Score -1539227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1539234.625000 Penalty: 3139.400879
	Iteration 24Q: 3 clusters Score -1539235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1539238.750000 Penalty: 3139.400879
	Iteration 25Q: 3 clusters Score -1539239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1539238.625000 Penalty: 3139.400879
	Iteration 26Q: 3 clusters Score -1539239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1539238.875000 Penalty: 3139.400879
	Iteration 27Q: 3 clusters Score -1539239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1539240.000000 Penalty: 3139.400879
	Iteration 28Q: 3 clusters Score -1539240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1539241.500000 Penalty: 3139.400879
	Iteration 29Q: 3 clusters Score -1539242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1539241.500000 Penalty: 3139.400879
	Iteration 30F: 3 clusters Score -1539242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -826944.250000 Penalty: 1482.475952
	Iteration 0F: 2 clusters Score -826944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -820308.937500 Penalty: 2964.951904
	Iteration 0F: 3 clusters Score -820308.9 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -822487.000000 Penalty: 2964.951904
	Iteration 1F: 3 clusters Score -822487 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -822862.125000 Penalty: 2964.951904
	Iteration 2F: 3 clusters Score -822862.1 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -823188.750000 Penalty: 2964.951904
	Iteration 3F: 3 clusters Score -823188.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -823475.812500 Penalty: 2964.951904
	Iteration 4F: 3 clusters Score -823475.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -823738.562500 Penalty: 2964.951904
	Iteration 5F: 3 clusters Score -823738.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -823991.000000 Penalty: 2964.951904
	Iteration 6F: 3 clusters Score -823991 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -824198.437500 Penalty: 2964.951904
	Iteration 7Q: 3 clusters Score -824198.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -824403.750000 Penalty: 2964.951904
	Iteration 8Q: 3 clusters Score -824403.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -824588.875000 Penalty: 2964.951904
	Iteration 9Q: 3 clusters Score -824588.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -824718.750000 Penalty: 2964.951904
	Iteration 10Q: 3 clusters Score -824718.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -824817.875000 Penalty: 2964.951904
	Iteration 11Q: 3 clusters Score -824817.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -824886.125000 Penalty: 2964.951904
	Iteration 12Q: 3 clusters Score -824886.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -824931.125000 Penalty: 2964.951904
	Iteration 13Q: 3 clusters Score -824931.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -824958.500000 Penalty: 2964.951904
	Iteration 14Q: 3 clusters Score -824958.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -824984.875000 Penalty: 2964.951904
	Iteration 15Q: 3 clusters Score -824984.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -825006.687500 Penalty: 2964.951904
	Iteration 16Q: 3 clusters Score -825006.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -825038.500000 Penalty: 2964.951904
	Iteration 17Q: 3 clusters Score -825038.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -825069.500000 Penalty: 2964.951904
	Iteration 18Q: 3 clusters Score -825069.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -825093.625000 Penalty: 2964.951904
	Iteration 19Q: 3 clusters Score -825093.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -825114.562500 Penalty: 2964.951904
	Iteration 20F: 3 clusters Score -825114.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -825136.500000 Penalty: 2964.951904
	Iteration 21Q: 3 clusters Score -825136.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -825146.375000 Penalty: 2964.951904
	Iteration 22Q: 3 clusters Score -825146.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -825157.562500 Penalty: 2964.951904
	Iteration 23Q: 3 clusters Score -825157.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -825167.062500 Penalty: 2964.951904
	Iteration 24Q: 3 clusters Score -825167.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -825181.000000 Penalty: 2964.951904
	Iteration 25Q: 3 clusters Score -825181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -825191.062500 Penalty: 2964.951904
	Iteration 26Q: 3 clusters Score -825191.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -825204.437500 Penalty: 2964.951904
	Iteration 27Q: 3 clusters Score -825204.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -825209.937500 Penalty: 2964.951904
	Iteration 28Q: 3 clusters Score -825209.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -825215.000000 Penalty: 2964.951904
	Iteration 29Q: 3 clusters Score -825215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -825219.875000 Penalty: 2964.951904
	Iteration 30Q: 3 clusters Score -825219.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -825227.500000 Penalty: 2964.951904
	Iteration 31Q: 3 clusters Score -825227.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -825232.312500 Penalty: 2964.951904
	Iteration 32Q: 3 clusters Score -825232.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -825241.750000 Penalty: 2964.951904
	Iteration 33Q: 3 clusters Score -825241.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -825257.500000 Penalty: 2964.951904
	Iteration 34Q: 3 clusters Score -825257.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -825275.250000 Penalty: 2964.951904
	Iteration 35Q: 3 clusters Score -825275.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -825297.250000 Penalty: 2964.951904
	Iteration 36Q: 3 clusters Score -825297.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -825311.875000 Penalty: 2964.951904
	Iteration 37Q: 3 clusters Score -825311.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -825326.812500 Penalty: 2964.951904
	Iteration 38Q: 3 clusters Score -825326.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -825340.250000 Penalty: 2964.951904
	Iteration 39Q: 3 clusters Score -825340.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -825349.687500 Penalty: 2964.951904
	Iteration 40F: 3 clusters Score -825349.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -825360.500000 Penalty: 2964.951904
	Iteration 41Q: 3 clusters Score -825360.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -825366.125000 Penalty: 2964.951904
	Iteration 42Q: 3 clusters Score -825366.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -825377.937500 Penalty: 2964.951904
	Iteration 43Q: 3 clusters Score -825377.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -825389.250000 Penalty: 2964.951904
	Iteration 44Q: 3 clusters Score -825389.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -825395.312500 Penalty: 2964.951904
	Iteration 45Q: 3 clusters Score -825395.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -825406.500000 Penalty: 2964.951904
	Iteration 46Q: 3 clusters Score -825406.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -825420.812500 Penalty: 2964.951904
	Iteration 47Q: 3 clusters Score -825420.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -825427.062500 Penalty: 2964.951904
	Iteration 48Q: 3 clusters Score -825427.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -825437.625000 Penalty: 2964.951904
	Iteration 49Q: 3 clusters Score -825437.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -825443.375000 Penalty: 2964.951904
	Iteration 50Q: 3 clusters Score -825443.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -825450.125000 Penalty: 2964.951904
	Iteration 51Q: 3 clusters Score -825450.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -825456.250000 Penalty: 2964.951904
	Iteration 52Q: 3 clusters Score -825456.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -825461.937500 Penalty: 2964.951904
	Iteration 53Q: 3 clusters Score -825461.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -825467.562500 Penalty: 2964.951904
	Iteration 54Q: 3 clusters Score -825467.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -825483.875000 Penalty: 2964.951904
	Iteration 55Q: 3 clusters Score -825483.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -825495.062500 Penalty: 2964.951904
	Iteration 56Q: 3 clusters Score -825495.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -825516.000000 Penalty: 2964.951904
	Iteration 57Q: 3 clusters Score -825516 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -825536.437500 Penalty: 2964.951904
	Iteration 58Q: 3 clusters Score -825536.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -825557.000000 Penalty: 2964.951904
	Iteration 59Q: 3 clusters Score -825557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -825577.750000 Penalty: 2964.951904
	Iteration 60F: 3 clusters Score -825577.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -825592.437500 Penalty: 2964.951904
	Iteration 61Q: 3 clusters Score -825592.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -825615.312500 Penalty: 2964.951904
	Iteration 62Q: 3 clusters Score -825615.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -825643.312500 Penalty: 2964.951904
	Iteration 63Q: 3 clusters Score -825643.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -825670.187500 Penalty: 2964.951904
	Iteration 64Q: 3 clusters Score -825670.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -825703.687500 Penalty: 2964.951904
	Iteration 65Q: 3 clusters Score -825703.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -825740.375000 Penalty: 2964.951904
	Iteration 66Q: 3 clusters Score -825740.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -825772.625000 Penalty: 2964.951904
	Iteration 67Q: 3 clusters Score -825772.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -825794.875000 Penalty: 2964.951904
	Iteration 68Q: 3 clusters Score -825794.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -825813.062500 Penalty: 2964.951904
	Iteration 69Q: 3 clusters Score -825813.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -825832.750000 Penalty: 2964.951904
	Iteration 70Q: 3 clusters Score -825832.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -825844.937500 Penalty: 2964.951904
	Iteration 71Q: 3 clusters Score -825844.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -825856.187500 Penalty: 2964.951904
	Iteration 72Q: 3 clusters Score -825856.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -825864.937500 Penalty: 2964.951904
	Iteration 73Q: 3 clusters Score -825864.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -825877.437500 Penalty: 2964.951904
	Iteration 74Q: 3 clusters Score -825877.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -825886.062500 Penalty: 2964.951904
	Iteration 75Q: 3 clusters Score -825886.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -825895.437500 Penalty: 2964.951904
	Iteration 76Q: 3 clusters Score -825895.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -825900.500000 Penalty: 2964.951904
	Iteration 77Q: 3 clusters Score -825900.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -825907.750000 Penalty: 2964.951904
	Iteration 78Q: 3 clusters Score -825907.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -825915.875000 Penalty: 2964.951904
	Iteration 79Q: 3 clusters Score -825915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -825925.437500 Penalty: 2964.951904
	Iteration 80F: 3 clusters Score -825925.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -825932.750000 Penalty: 2964.951904
	Iteration 81Q: 3 clusters Score -825932.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -825934.875000 Penalty: 2964.951904
	Iteration 82Q: 3 clusters Score -825934.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -825941.625000 Penalty: 2964.951904
	Iteration 83Q: 3 clusters Score -825941.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -825945.562500 Penalty: 2964.951904
	Iteration 84Q: 3 clusters Score -825945.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -825951.187500 Penalty: 2964.951904
	Iteration 85Q: 3 clusters Score -825951.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -825954.187500 Penalty: 2964.951904
	Iteration 86Q: 3 clusters Score -825954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -825960.937500 Penalty: 2964.951904
	Iteration 87Q: 3 clusters Score -825960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -825962.937500 Penalty: 2964.951904
	Iteration 88Q: 3 clusters Score -825962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -825964.062500 Penalty: 2964.951904
	Iteration 89Q: 3 clusters Score -825964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -825968.437500 Penalty: 2964.951904
	Iteration 90Q: 3 clusters Score -825968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -825969.625000 Penalty: 2964.951904
	Iteration 91Q: 3 clusters Score -825969.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -825972.937500 Penalty: 2964.951904
	Iteration 92Q: 3 clusters Score -825972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -825975.875000 Penalty: 2964.951904
	Iteration 93Q: 3 clusters Score -825975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -825978.250000 Penalty: 2964.951904
	Iteration 94Q: 3 clusters Score -825978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -825979.562500 Penalty: 2964.951904
	Iteration 95Q: 3 clusters Score -825979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -825979.250000 Penalty: 2964.951904
	Iteration 96Q: 3 clusters Score -825979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -825984.125000 Penalty: 2964.951904
	Iteration 97Q: 3 clusters Score -825984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -825985.062500 Penalty: 2964.951904
	Iteration 98Q: 3 clusters Score -825985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -825983.375000 Penalty: 2964.951904
	Iteration 99Q: 3 clusters Score -825983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -825983.375000 Penalty: 2964.951904
	Iteration 100F: 3 clusters Score -825983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Entering Unmasked Estep 
Score: -3590184.250000 Penalty: 1704.944824
	Iteration 0F: 2 clusters Score -3590184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3566057.500000 Penalty: 3409.889648
	Iteration 0F: 3 clusters Score -3566058 nChanged 16707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3575206.500000 Penalty: 3409.889648
	Iteration 1F: 3 clusters Score -3575206 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -3575657.750000 Penalty: 3409.889648
	Iteration 2Q: 3 clusters Score -3575658 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3576173.750000 Penalty: 3409.889648
	Iteration 3Q: 3 clusters Score -3576174 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3576800.500000 Penalty: 3409.889648
	Iteration 4Q: 3 clusters Score -3576800 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3577627.250000 Penalty: 3409.889648
	Iteration 5F: 3 clusters Score -3577627 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3578761.000000 Penalty: 3409.889648
	Iteration 6F: 3 clusters Score -3578761 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -3580257.250000 Penalty: 3409.889648
	Iteration 7F: 3 clusters Score -3580257 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3581951.750000 Penalty: 3409.889648
	Iteration 8F: 3 clusters Score -3581952 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3583533.500000 Penalty: 3409.889648
	Iteration 9F: 3 clusters Score -3583534 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -3584851.250000 Penalty: 3409.889648
	Iteration 10Q: 3 clusters Score -3584851 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3585933.250000 Penalty: 3409.889648
	Iteration 11Q: 3 clusters Score -3585933 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3586732.750000 Penalty: 3409.889648
	Iteration 12Q: 3 clusters Score -3586733 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3587259.500000 Penalty: 3409.889648
	Iteration 13Q: 3 clusters Score -3587260 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3587689.250000 Penalty: 3409.889648
	Iteration 14Q: 3 clusters Score -3587689 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3587972.250000 Penalty: 3409.889648
	Iteration 15Q: 3 clusters Score -3587972 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3588192.000000 Penalty: 3409.889648
	Iteration 16Q: 3 clusters Score -3588192 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3588337.750000 Penalty: 3409.889648
	Iteration 17Q: 3 clusters Score -3588338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3588438.000000 Penalty: 3409.889648
	Iteration 18Q: 3 clusters Score -3588438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3588508.500000 Penalty: 3409.889648
	Iteration 19Q: 3 clusters Score -3588508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3588563.250000 Penalty: 3409.889648
	Iteration 20F: 3 clusters Score -3588563 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3588592.500000 Penalty: 3409.889648
	Iteration 21Q: 3 clusters Score -3588592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3588622.250000 Penalty: 3409.889648
	Iteration 22Q: 3 clusters Score -3588622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3588651.000000 Penalty: 3409.889648
	Iteration 23Q: 3 clusters Score -3588651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3588673.000000 Penalty: 3409.889648
	Iteration 24Q: 3 clusters Score -3588673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3588681.250000 Penalty: 3409.889648
	Iteration 25Q: 3 clusters Score -3588681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3588697.250000 Penalty: 3409.889648
	Iteration 26Q: 3 clusters Score -3588697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3588711.250000 Penalty: 3409.889648
	Iteration 27Q: 3 clusters Score -3588711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3588724.250000 Penalty: 3409.889648
	Iteration 28Q: 3 clusters Score -3588724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3588736.250000 Penalty: 3409.889648
	Iteration 29Q: 3 clusters Score -3588736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3588746.750000 Penalty: 3409.889648
	Iteration 30Q: 3 clusters Score -3588747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3588751.000000 Penalty: 3409.889648
	Iteration 31Q: 3 clusters Score -3588751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3588765.250000 Penalty: 3409.889648
	Iteration 32Q: 3 clusters Score -3588765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3588770.250000 Penalty: 3409.889648
	Iteration 33Q: 3 clusters Score -3588770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3588777.000000 Penalty: 3409.889648
	Iteration 34Q: 3 clusters Score -3588777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3588780.500000 Penalty: 3409.889648
	Iteration 35Q: 3 clusters Score -3588780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3588781.750000 Penalty: 3409.889648
	Iteration 36Q: 3 clusters Score -3588782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3588787.250000 Penalty: 3409.889648
	Iteration 37Q: 3 clusters Score -3588787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3588788.000000 Penalty: 3409.889648
	Iteration 38Q: 3 clusters Score -3588788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3588788.500000 Penalty: 3409.889648
	Iteration 39Q: 3 clusters Score -3588788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3588788.500000 Penalty: 3409.889648
	Iteration 40F: 3 clusters Score -3588788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3588791.250000 Penalty: 3409.889648
	Iteration 41Q: 3 clusters Score -3588791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3588791.250000 Penalty: 3409.889648
	Iteration 42F: 3 clusters Score -3588791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Entering Unmasked Estep 
Score: -1438444.500000 Penalty: 1560.518921
	Iteration 0F: 2 clusters Score -1438444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1428207.875000 Penalty: 3121.037842
	Iteration 0F: 3 clusters Score -1428208 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1431912.500000 Penalty: 3121.037842
	Iteration 1F: 3 clusters Score -1431912 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1432399.250000 Penalty: 3121.037842
	Iteration 2F: 3 clusters Score -1432399 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1432813.125000 Penalty: 3121.037842
	Iteration 3F: 3 clusters Score -1432813 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1433178.875000 Penalty: 3121.037842
	Iteration 4F: 3 clusters Score -1433179 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1433514.375000 Penalty: 3121.037842
	Iteration 5Q: 3 clusters Score -1433514 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1433793.000000 Penalty: 3121.037842
	Iteration 6Q: 3 clusters Score -1433793 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1434057.625000 Penalty: 3121.037842
	Iteration 7Q: 3 clusters Score -1434058 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1434339.750000 Penalty: 3121.037842
	Iteration 8Q: 3 clusters Score -1434340 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1434640.125000 Penalty: 3121.037842
	Iteration 9Q: 3 clusters Score -1434640 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1434996.000000 Penalty: 3121.037842
	Iteration 10Q: 3 clusters Score -1434996 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1435465.000000 Penalty: 3121.037842
	Iteration 11Q: 3 clusters Score -1435465 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1435984.625000 Penalty: 3121.037842
	Iteration 12Q: 3 clusters Score -1435985 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1436431.500000 Penalty: 3121.037842
	Iteration 13Q: 3 clusters Score -1436432 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1436785.125000 Penalty: 3121.037842
	Iteration 14Q: 3 clusters Score -1436785 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1437033.125000 Penalty: 3121.037842
	Iteration 15Q: 3 clusters Score -1437033 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1437235.750000 Penalty: 3121.037842
	Iteration 16Q: 3 clusters Score -1437236 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1437401.625000 Penalty: 3121.037842
	Iteration 17Q: 3 clusters Score -1437402 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1437556.250000 Penalty: 3121.037842
	Iteration 18Q: 3 clusters Score -1437556 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1437685.500000 Penalty: 3121.037842
	Iteration 19Q: 3 clusters Score -1437686 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1437773.000000 Penalty: 3121.037842
	Iteration 20F: 3 clusters Score -1437773 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1437849.500000 Penalty: 3121.037842
	Iteration 21Q: 3 clusters Score -1437850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1437910.875000 Penalty: 3121.037842
	Iteration 22Q: 3 clusters Score -1437911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1437946.125000 Penalty: 3121.037842
	Iteration 23Q: 3 clusters Score -1437946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1437967.625000 Penalty: 3121.037842
	Iteration 24Q: 3 clusters Score -1437968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1437985.125000 Penalty: 3121.037842
	Iteration 25Q: 3 clusters Score -1437985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1438011.875000 Penalty: 3121.037842
	Iteration 26Q: 3 clusters Score -1438012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1438019.250000 Penalty: 3121.037842
	Iteration 27Q: 3 clusters Score -1438019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1438027.875000 Penalty: 3121.037842
	Iteration 28Q: 3 clusters Score -1438028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1438043.000000 Penalty: 3121.037842
	Iteration 29Q: 3 clusters Score -1438043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1438049.875000 Penalty: 3121.037842
	Iteration 30Q: 3 clusters Score -1438050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1438052.375000 Penalty: 3121.037842
	Iteration 31Q: 3 clusters Score -1438052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1438055.125000 Penalty: 3121.037842
	Iteration 32Q: 3 clusters Score -1438055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1438061.125000 Penalty: 3121.037842
	Iteration 33Q: 3 clusters Score -1438061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1438061.250000 Penalty: 3121.037842
	Iteration 34Q: 3 clusters Score -1438061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1438064.625000 Penalty: 3121.037842
	Iteration 35Q: 3 clusters Score -1438065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1438066.000000 Penalty: 3121.037842
	Iteration 36Q: 3 clusters Score -1438066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1438066.000000 Penalty: 3121.037842
	Iteration 37Q: 3 clusters Score -1438066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1438066.000000 Penalty: 3121.037842
	Iteration 38F: 3 clusters Score -1438066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Entering Unmasked Estep 
Score: -1284860.500000 Penalty: 1539.001709
	Iteration 0F: 2 clusters Score -1284860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1275739.625000 Penalty: 3078.003418
	Iteration 0F: 3 clusters Score -1275740 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1278789.625000 Penalty: 3078.003418
	Iteration 1F: 3 clusters Score -1278790 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1279168.000000 Penalty: 3078.003418
	Iteration 2F: 3 clusters Score -1279168 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1279573.000000 Penalty: 3078.003418
	Iteration 3F: 3 clusters Score -1279573 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1280060.500000 Penalty: 3078.003418
	Iteration 4F: 3 clusters Score -1280060 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1280683.625000 Penalty: 3078.003418
	Iteration 5F: 3 clusters Score -1280684 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1281428.500000 Penalty: 3078.003418
	Iteration 6F: 3 clusters Score -1281428 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1282126.875000 Penalty: 3078.003418
	Iteration 7F: 3 clusters Score -1282127 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1282658.875000 Penalty: 3078.003418
	Iteration 8Q: 3 clusters Score -1282659 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1282983.500000 Penalty: 3078.003418
	Iteration 9Q: 3 clusters Score -1282984 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1283157.250000 Penalty: 3078.003418
	Iteration 10Q: 3 clusters Score -1283157 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1283277.000000 Penalty: 3078.003418
	Iteration 11Q: 3 clusters Score -1283277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1283357.000000 Penalty: 3078.003418
	Iteration 12Q: 3 clusters Score -1283357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1283405.875000 Penalty: 3078.003418
	Iteration 13Q: 3 clusters Score -1283406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1283441.125000 Penalty: 3078.003418
	Iteration 14Q: 3 clusters Score -1283441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1283472.375000 Penalty: 3078.003418
	Iteration 15Q: 3 clusters Score -1283472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1283486.625000 Penalty: 3078.003418
	Iteration 16Q: 3 clusters Score -1283487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1283496.375000 Penalty: 3078.003418
	Iteration 17Q: 3 clusters Score -1283496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1283502.000000 Penalty: 3078.003418
	Iteration 18Q: 3 clusters Score -1283502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1283506.250000 Penalty: 3078.003418
	Iteration 19Q: 3 clusters Score -1283506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1283505.500000 Penalty: 3078.003418
	Iteration 20F: 3 clusters Score -1283506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1283509.000000 Penalty: 3078.003418
	Iteration 21Q: 3 clusters Score -1283509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1283510.250000 Penalty: 3078.003418
	Iteration 22Q: 3 clusters Score -1283510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1283510.750000 Penalty: 3078.003418
	Iteration 23Q: 3 clusters Score -1283511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1283510.500000 Penalty: 3078.003418
	Iteration 24Q: 3 clusters Score -1283510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1283510.500000 Penalty: 3078.003418
	Iteration 25F: 3 clusters Score -1283510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -9011.263672 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -9011.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8424.078125 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -8424.078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8471.333008 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -8471.333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8481.051758 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -8481.052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8485.585938 Penalty: 1539.264526
	Iteration 3Q: 3 clusters Score -8485.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8485.585938 Penalty: 1539.264526
	Iteration 4F: 3 clusters Score -8485.586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59990 members 
Mstep: Class 2 contains 125144 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15731 members 
Mstep: Class 5 contains 20754 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 7 contains 14107 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 14 contains 5932 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 107070 members 
Mstep: Class 22 contains 15673 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 36025 members 
Mstep: Class 25 contains 14812 members 
Mstep: Class 26 contains 12975 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414836.000000 Penalty: 57955.015625
Iteration 199Q: 28 clusters Score -5.241484e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 125142 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15729 members 
Mstep: Class 5 contains 20721 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 14103 members 
Mstep: Class 8 contains 21862 members 
Mstep: Class 9 contains 4830 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 5926 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 107070 members 
Mstep: Class 22 contains 15677 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 36032 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 12975 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414812.000000 Penalty: 57955.015625
Iteration 200F: 28 clusters Score -5.241481e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 125134 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15728 members 
Mstep: Class 5 contains 20692 members 
Mstep: Class 6 contains 6050 members 
Mstep: Class 7 contains 14098 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 107070 members 
Mstep: Class 22 contains 15682 members 
Mstep: Class 23 contains 9164 members 
Mstep: Class 24 contains 36044 members 
Mstep: Class 25 contains 14811 members 
Mstep: Class 26 contains 12975 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414768.000000 Penalty: 57955.015625
Iteration 201Q: 28 clusters Score -5.241477e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 125129 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 20666 members 
Mstep: Class 6 contains 6047 members 
Mstep: Class 7 contains 14093 members 
Mstep: Class 8 contains 21865 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 5909 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 107072 members 
Mstep: Class 22 contains 15681 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 36050 members 
Mstep: Class 25 contains 14812 members 
Mstep: Class 26 contains 12975 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414780.000000 Penalty: 57955.015625
Iteration 202Q: 28 clusters Score -5.241478e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 125129 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15725 members 
Mstep: Class 5 contains 20645 members 
Mstep: Class 6 contains 6046 members 
Mstep: Class 7 contains 14090 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5907 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15678 members 
Mstep: Class 23 contains 9162 members 
Mstep: Class 24 contains 36053 members 
Mstep: Class 25 contains 14812 members 
Mstep: Class 26 contains 12974 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414732.000000 Penalty: 57955.015625
Iteration 203Q: 28 clusters Score -5.241473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 125128 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20630 members 
Mstep: Class 6 contains 6045 members 
Mstep: Class 7 contains 14084 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18283 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4846 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15679 members 
Mstep: Class 23 contains 9163 members 
Mstep: Class 24 contains 36058 members 
Mstep: Class 25 contains 14810 members 
Mstep: Class 26 contains 12973 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414784.000000 Penalty: 57955.015625
Iteration 204Q: 28 clusters Score -5.241478e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 125125 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20615 members 
Mstep: Class 6 contains 6041 members 
Mstep: Class 7 contains 14078 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 4831 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18285 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 107079 members 
Mstep: Class 22 contains 15681 members 
Mstep: Class 23 contains 9164 members 
Mstep: Class 24 contains 36059 members 
Mstep: Class 25 contains 14809 members 
Mstep: Class 26 contains 12973 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414800.000000 Penalty: 57955.015625
Iteration 205Q: 28 clusters Score -5.24148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 125123 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20603 members 
Mstep: Class 6 contains 6041 members 
Mstep: Class 7 contains 14075 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18286 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4848 members 
Mstep: Class 21 contains 107078 members 
Mstep: Class 22 contains 15683 members 
Mstep: Class 23 contains 9167 members 
Mstep: Class 24 contains 36061 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414792.000000 Penalty: 57955.015625
Iteration 206Q: 28 clusters Score -5.241479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 125120 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20592 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 14074 members 
Mstep: Class 8 contains 21868 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5894 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15686 members 
Mstep: Class 23 contains 9168 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414796.000000 Penalty: 57955.015625
Iteration 207Q: 28 clusters Score -5.24148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 125120 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20587 members 
Mstep: Class 6 contains 6039 members 
Mstep: Class 7 contains 14072 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5890 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 107071 members 
Mstep: Class 22 contains 15690 members 
Mstep: Class 23 contains 9168 members 
Mstep: Class 24 contains 36066 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414812.000000 Penalty: 57955.015625
Iteration 208Q: 28 clusters Score -5.241481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 125119 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20585 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 14071 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5886 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 107072 members 
Mstep: Class 22 contains 15689 members 
Mstep: Class 23 contains 9168 members 
Mstep: Class 24 contains 36066 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414784.000000 Penalty: 57955.015625
Iteration 209Q: 28 clusters Score -5.241478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20585 members 
Mstep: Class 6 contains 6036 members 
Mstep: Class 7 contains 14071 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5883 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18286 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15688 members 
Mstep: Class 23 contains 9169 members 
Mstep: Class 24 contains 36068 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414788.000000 Penalty: 57955.015625
Iteration 210Q: 28 clusters Score -5.241479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 125116 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20584 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 14071 members 
Mstep: Class 8 contains 21866 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18287 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15688 members 
Mstep: Class 23 contains 9169 members 
Mstep: Class 24 contains 36072 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414756.000000 Penalty: 57955.015625
Iteration 211Q: 28 clusters Score -5.241476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20583 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 14071 members 
Mstep: Class 8 contains 21865 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5876 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18289 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4850 members 
Mstep: Class 21 contains 107072 members 
Mstep: Class 22 contains 15690 members 
Mstep: Class 23 contains 9170 members 
Mstep: Class 24 contains 36073 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414768.000000 Penalty: 57955.015625
Iteration 212Q: 28 clusters Score -5.241477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20581 members 
Mstep: Class 6 contains 6032 members 
Mstep: Class 7 contains 14071 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5873 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18289 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4850 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15693 members 
Mstep: Class 23 contains 9173 members 
Mstep: Class 24 contains 36074 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414772.000000 Penalty: 57955.015625
Iteration 213Q: 28 clusters Score -5.241477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20581 members 
Mstep: Class 6 contains 6031 members 
Mstep: Class 7 contains 14070 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5871 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 18289 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15695 members 
Mstep: Class 23 contains 9173 members 
Mstep: Class 24 contains 36074 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12971 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414780.000000 Penalty: 57955.015625
Iteration 214Q: 28 clusters Score -5.241478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20581 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 14067 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11727 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5865 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 18290 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15695 members 
Mstep: Class 23 contains 9173 members 
Mstep: Class 24 contains 36079 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12971 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414764.000000 Penalty: 57955.015625
Iteration 215Q: 28 clusters Score -5.241476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20581 members 
Mstep: Class 6 contains 6025 members 
Mstep: Class 7 contains 14063 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15697 members 
Mstep: Class 23 contains 9174 members 
Mstep: Class 24 contains 36083 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12971 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414744.000000 Penalty: 57955.015625
Iteration 216Q: 28 clusters Score -5.241474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20580 members 
Mstep: Class 6 contains 6024 members 
Mstep: Class 7 contains 14061 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5859 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15700 members 
Mstep: Class 23 contains 9175 members 
Mstep: Class 24 contains 36085 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12971 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414752.000000 Penalty: 57955.015625
Iteration 217Q: 28 clusters Score -5.241475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20579 members 
Mstep: Class 6 contains 6022 members 
Mstep: Class 7 contains 14059 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5854 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107077 members 
Mstep: Class 22 contains 15699 members 
Mstep: Class 23 contains 9175 members 
Mstep: Class 24 contains 36088 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414752.000000 Penalty: 57955.015625
Iteration 218Q: 28 clusters Score -5.241475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 125113 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20579 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14058 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5852 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 107076 members 
Mstep: Class 22 contains 15698 members 
Mstep: Class 23 contains 9175 members 
Mstep: Class 24 contains 36090 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414772.000000 Penalty: 57955.015625
Iteration 219Q: 28 clusters Score -5.241477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 125113 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20578 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 107076 members 
Mstep: Class 22 contains 15698 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 36092 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414768.000000 Penalty: 57955.015625
Iteration 220F: 28 clusters Score -5.241477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 125113 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20578 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5848 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15698 members 
Mstep: Class 23 contains 9177 members 
Mstep: Class 24 contains 36093 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414772.000000 Penalty: 57955.015625
Iteration 221Q: 28 clusters Score -5.241477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 125113 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20578 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5842 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15700 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 36093 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414784.000000 Penalty: 57955.015625
Iteration 222Q: 28 clusters Score -5.241478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 125113 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20578 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14813 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15700 members 
Mstep: Class 23 contains 9179 members 
Mstep: Class 24 contains 36094 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414780.000000 Penalty: 57955.015625
Iteration 223Q: 28 clusters Score -5.241478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 125112 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20577 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5832 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4853 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15702 members 
Mstep: Class 23 contains 9179 members 
Mstep: Class 24 contains 36098 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414748.000000 Penalty: 57955.015625
Iteration 224Q: 28 clusters Score -5.241475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 125112 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20577 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15700 members 
Mstep: Class 23 contains 9179 members 
Mstep: Class 24 contains 36099 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414736.000000 Penalty: 57955.015625
Iteration 225Q: 28 clusters Score -5.241474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 125110 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20577 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14057 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5824 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15702 members 
Mstep: Class 23 contains 9179 members 
Mstep: Class 24 contains 36102 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414756.000000 Penalty: 57955.015625
Iteration 226Q: 28 clusters Score -5.241476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 125110 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20577 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15708 members 
Mstep: Class 23 contains 9179 members 
Mstep: Class 24 contains 36105 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414744.000000 Penalty: 57955.015625
Iteration 227Q: 28 clusters Score -5.241474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 125109 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20577 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18297 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15713 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 36105 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414752.000000 Penalty: 57955.015625
Iteration 228Q: 28 clusters Score -5.241475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 125110 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20576 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18297 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15716 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 36105 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414776.000000 Penalty: 57955.015625
Iteration 229Q: 28 clusters Score -5.241478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 125110 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20572 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18298 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107076 members 
Mstep: Class 22 contains 15717 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 36109 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414752.000000 Penalty: 57955.015625
Iteration 230Q: 28 clusters Score -5.241475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 125110 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20567 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14055 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14809 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 5797 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15721 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 36111 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414752.000000 Penalty: 57955.015625
Iteration 231Q: 28 clusters Score -5.241475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 125110 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20562 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14053 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 36114 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414732.000000 Penalty: 57955.015625
Iteration 232Q: 28 clusters Score -5.241473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 125111 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20556 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14051 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107075 members 
Mstep: Class 22 contains 15728 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 36119 members 
Mstep: Class 25 contains 14806 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414800.000000 Penalty: 57955.015625
Iteration 233Q: 28 clusters Score -5.24148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 125112 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20552 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14049 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14809 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 5790 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15728 members 
Mstep: Class 23 contains 9177 members 
Mstep: Class 24 contains 36121 members 
Mstep: Class 25 contains 14806 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414800.000000 Penalty: 57955.015625
Iteration 234Q: 28 clusters Score -5.24148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 125112 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20549 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 14046 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18300 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 36121 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414756.000000 Penalty: 57955.015625
Iteration 235Q: 28 clusters Score -5.241476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 125112 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18299 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15726 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 36123 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414788.000000 Penalty: 57955.015625
Iteration 236Q: 28 clusters Score -5.241479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 125112 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14041 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18296 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4855 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15725 members 
Mstep: Class 23 contains 9175 members 
Mstep: Class 24 contains 36128 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414824.000000 Penalty: 57955.015625
Iteration 237Q: 28 clusters Score -5.241482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14038 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14810 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4856 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15723 members 
Mstep: Class 23 contains 9174 members 
Mstep: Class 24 contains 36131 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414860.000000 Penalty: 57955.015625
Iteration 238Q: 28 clusters Score -5.241486e+07 nChanged 10
Entering ConstructFrom: 
Score: -52414860.000000 Penalty: 57955.015625
Entering ConstructFrom: 
Trying to split cluster 1 (60273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Entering Unmasked Estep 
Score: -5977879.500000 Penalty: 1788.578857
	Iteration 0F: 2 clusters Score -5977880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -5937557.000000 Penalty: 3577.157715
	Iteration 0F: 3 clusters Score -5937557 nChanged 28451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -5953936.000000 Penalty: 3577.157715
	Iteration 1F: 3 clusters Score -5953936 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -5954565.000000 Penalty: 3577.157715
	Iteration 2Q: 3 clusters Score -5954565 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -5955353.500000 Penalty: 3577.157715
	Iteration 3Q: 3 clusters Score -5955354 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -5956553.000000 Penalty: 3577.157715
	Iteration 4Q: 3 clusters Score -5956553 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -5958415.500000 Penalty: 3577.157715
	Iteration 5F: 3 clusters Score -5958416 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5961007.500000 Penalty: 3577.157715
	Iteration 6F: 3 clusters Score -5961008 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -5964133.500000 Penalty: 3577.157715
	Iteration 7F: 3 clusters Score -5964134 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -5967253.000000 Penalty: 3577.157715
	Iteration 8F: 3 clusters Score -5967253 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -5969827.000000 Penalty: 3577.157715
	Iteration 9F: 3 clusters Score -5969827 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -5971694.000000 Penalty: 3577.157715
	Iteration 10Q: 3 clusters Score -5971694 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -5973076.000000 Penalty: 3577.157715
	Iteration 11Q: 3 clusters Score -5973076 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -5974046.500000 Penalty: 3577.157715
	Iteration 12Q: 3 clusters Score -5974046 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -5974769.000000 Penalty: 3577.157715
	Iteration 13Q: 3 clusters Score -5974769 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -5975267.500000 Penalty: 3577.157715
	Iteration 14Q: 3 clusters Score -5975268 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -5975618.000000 Penalty: 3577.157715
	Iteration 15Q: 3 clusters Score -5975618 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -5975833.500000 Penalty: 3577.157715
	Iteration 16Q: 3 clusters Score -5975834 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -5975973.000000 Penalty: 3577.157715
	Iteration 17Q: 3 clusters Score -5975973 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -5976072.000000 Penalty: 3577.157715
	Iteration 18Q: 3 clusters Score -5976072 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -5976152.000000 Penalty: 3577.157715
	Iteration 19Q: 3 clusters Score -5976152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -5976225.500000 Penalty: 3577.157715
	Iteration 20F: 3 clusters Score -5976226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -5976250.500000 Penalty: 3577.157715
	Iteration 21Q: 3 clusters Score -5976250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -5976280.500000 Penalty: 3577.157715
	Iteration 22Q: 3 clusters Score -5976280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -5976289.000000 Penalty: 3577.157715
	Iteration 23Q: 3 clusters Score -5976289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -5976291.500000 Penalty: 3577.157715
	Iteration 24Q: 3 clusters Score -5976292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -5976305.000000 Penalty: 3577.157715
	Iteration 25Q: 3 clusters Score -5976305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -5976313.000000 Penalty: 3577.157715
	Iteration 26Q: 3 clusters Score -5976313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -5976316.500000 Penalty: 3577.157715
	Iteration 27Q: 3 clusters Score -5976316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -5976321.500000 Penalty: 3577.157715
	Iteration 28Q: 3 clusters Score -5976322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -5976327.500000 Penalty: 3577.157715
	Iteration 29Q: 3 clusters Score -5976328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -5976332.500000 Penalty: 3577.157715
	Iteration 30Q: 3 clusters Score -5976332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -5976334.000000 Penalty: 3577.157715
	Iteration 31Q: 3 clusters Score -5976334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -5976337.500000 Penalty: 3577.157715
	Iteration 32Q: 3 clusters Score -5976338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -5976337.500000 Penalty: 3577.157715
	Iteration 33F: 3 clusters Score -5976338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Entering Unmasked Estep 
Score: -12410745.000000 Penalty: 1907.259277
	Iteration 0F: 2 clusters Score -1.241074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -12328069.000000 Penalty: 3814.518555
	Iteration 0F: 3 clusters Score -1.232807e+07 nChanged 60197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -12363072.000000 Penalty: 3814.518555
	Iteration 1F: 3 clusters Score -1.236307e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -12364030.000000 Penalty: 3814.518555
	Iteration 2Q: 3 clusters Score -1.236403e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -12365482.000000 Penalty: 3814.518555
	Iteration 3Q: 3 clusters Score -1.236548e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -12368178.000000 Penalty: 3814.518555
	Iteration 4Q: 3 clusters Score -1.236818e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -12373214.000000 Penalty: 3814.518555
	Iteration 5F: 3 clusters Score -1.237321e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -12381041.000000 Penalty: 3814.518555
	Iteration 6F: 3 clusters Score -1.238104e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -12391409.000000 Penalty: 3814.518555
	Iteration 7F: 3 clusters Score -1.239141e+07 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 115753 members 
Entering Unmasked Estep 
Score: -12400207.000000 Penalty: 3814.518555
	Iteration 8F: 3 clusters Score -1.240021e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 120822 members 
Entering Unmasked Estep 
Score: -12405269.000000 Penalty: 3814.518555
	Iteration 9Q: 3 clusters Score -1.240527e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 123042 members 
Entering Unmasked Estep 
Score: -12407458.000000 Penalty: 3814.518555
	Iteration 10Q: 3 clusters Score -1.240746e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -12408267.000000 Penalty: 3814.518555
	Iteration 11Q: 3 clusters Score -1.240827e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 124237 members 
Entering Unmasked Estep 
Score: -12408689.000000 Penalty: 3814.518555
	Iteration 12Q: 3 clusters Score -1.240869e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 124359 members 
Entering Unmasked Estep 
Score: -12408888.000000 Penalty: 3814.518555
	Iteration 13Q: 3 clusters Score -1.240889e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 124408 members 
Entering Unmasked Estep 
Score: -12409011.000000 Penalty: 3814.518555
	Iteration 14Q: 3 clusters Score -1.240901e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 124436 members 
Entering Unmasked Estep 
Score: -12409081.000000 Penalty: 3814.518555
	Iteration 15Q: 3 clusters Score -1.240908e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -12409127.000000 Penalty: 3814.518555
	Iteration 16Q: 3 clusters Score -1.240913e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 124428 members 
Entering Unmasked Estep 
Score: -12409164.000000 Penalty: 3814.518555
	Iteration 17Q: 3 clusters Score -1.240916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -12409187.000000 Penalty: 3814.518555
	Iteration 18Q: 3 clusters Score -1.240919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -12409205.000000 Penalty: 3814.518555
	Iteration 19Q: 3 clusters Score -1.24092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -12409228.000000 Penalty: 3814.518555
	Iteration 20F: 3 clusters Score -1.240923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -12409243.000000 Penalty: 3814.518555
	Iteration 21Q: 3 clusters Score -1.240924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 124426 members 
Entering Unmasked Estep 
Score: -12409266.000000 Penalty: 3814.518555
	Iteration 22Q: 3 clusters Score -1.240927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -12409290.000000 Penalty: 3814.518555
	Iteration 23Q: 3 clusters Score -1.240929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 124421 members 
Entering Unmasked Estep 
Score: -12409314.000000 Penalty: 3814.518555
	Iteration 24Q: 3 clusters Score -1.240931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -12409307.000000 Penalty: 3814.518555
	Iteration 25Q: 3 clusters Score -1.240931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -12409327.000000 Penalty: 3814.518555
	Iteration 26Q: 3 clusters Score -1.240933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 124409 members 
Entering Unmasked Estep 
Score: -12409349.000000 Penalty: 3814.518555
	Iteration 27Q: 3 clusters Score -1.240935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -12409351.000000 Penalty: 3814.518555
	Iteration 28Q: 3 clusters Score -1.240935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 124401 members 
Entering Unmasked Estep 
Score: -12409382.000000 Penalty: 3814.518555
	Iteration 29Q: 3 clusters Score -1.240938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -12409403.000000 Penalty: 3814.518555
	Iteration 30Q: 3 clusters Score -1.24094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 124390 members 
Entering Unmasked Estep 
Score: -12409406.000000 Penalty: 3814.518555
	Iteration 31Q: 3 clusters Score -1.240941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 124390 members 
Entering Unmasked Estep 
Score: -12409413.000000 Penalty: 3814.518555
	Iteration 32Q: 3 clusters Score -1.240941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -12409424.000000 Penalty: 3814.518555
	Iteration 33Q: 3 clusters Score -1.240942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 124381 members 
Entering Unmasked Estep 
Score: -12409426.000000 Penalty: 3814.518555
	Iteration 34Q: 3 clusters Score -1.240943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -12409427.000000 Penalty: 3814.518555
	Iteration 35Q: 3 clusters Score -1.240943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -12409426.000000 Penalty: 3814.518555
	Iteration 36Q: 3 clusters Score -1.240943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -12409424.000000 Penalty: 3814.518555
	Iteration 37Q: 3 clusters Score -1.240942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -12409424.000000 Penalty: 3814.518555
	Iteration 38F: 3 clusters Score -1.240942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -213441.359375 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -213441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -211295.781250 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -211295.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -211786.328125 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -211786.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -211920.203125 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -211920.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -212007.093750 Penalty: 2489.230713
	Iteration 3Q: 3 clusters Score -212007.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -212064.781250 Penalty: 2489.230713
	Iteration 4Q: 3 clusters Score -212064.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -212095.765625 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -212095.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -212118.734375 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -212118.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -212137.328125 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -212137.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -212150.812500 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -212150.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -212170.031250 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -212170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -212192.093750 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -212192.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -212214.062500 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -212214.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -212234.046875 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -212234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -212251.265625 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -212251.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -212263.468750 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -212263.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -212274.937500 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -212274.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -212285.937500 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -212285.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -212298.156250 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -212298.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -212311.031250 Penalty: 2489.230713
	Iteration 18Q: 3 clusters Score -212311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -212321.718750 Penalty: 2489.230713
	Iteration 19Q: 3 clusters Score -212321.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -212330.828125 Penalty: 2489.230713
	Iteration 20F: 3 clusters Score -212330.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -212339.781250 Penalty: 2489.230713
	Iteration 21Q: 3 clusters Score -212339.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -212344.937500 Penalty: 2489.230713
	Iteration 22Q: 3 clusters Score -212344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -212351.359375 Penalty: 2489.230713
	Iteration 23Q: 3 clusters Score -212351.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -212356.390625 Penalty: 2489.230713
	Iteration 24Q: 3 clusters Score -212356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -212362.281250 Penalty: 2489.230713
	Iteration 25Q: 3 clusters Score -212362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -212367.171875 Penalty: 2489.230713
	Iteration 26Q: 3 clusters Score -212367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -212370.093750 Penalty: 2489.230713
	Iteration 27Q: 3 clusters Score -212370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -212371.156250 Penalty: 2489.230713
	Iteration 28Q: 3 clusters Score -212371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -212372.265625 Penalty: 2489.230713
	Iteration 29Q: 3 clusters Score -212372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -212372.765625 Penalty: 2489.230713
	Iteration 30Q: 3 clusters Score -212372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -212373.937500 Penalty: 2489.230713
	Iteration 31Q: 3 clusters Score -212373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -212376.421875 Penalty: 2489.230713
	Iteration 32Q: 3 clusters Score -212376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -212378.640625 Penalty: 2489.230713
	Iteration 33Q: 3 clusters Score -212378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -212380.859375 Penalty: 2489.230713
	Iteration 34Q: 3 clusters Score -212380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -212384.390625 Penalty: 2489.230713
	Iteration 35Q: 3 clusters Score -212384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -212388.734375 Penalty: 2489.230713
	Iteration 36Q: 3 clusters Score -212388.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -212395.281250 Penalty: 2489.230713
	Iteration 37Q: 3 clusters Score -212395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -212400.453125 Penalty: 2489.230713
	Iteration 38Q: 3 clusters Score -212400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -212405.375000 Penalty: 2489.230713
	Iteration 39Q: 3 clusters Score -212405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -212412.953125 Penalty: 2489.230713
	Iteration 40F: 3 clusters Score -212413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -212415.890625 Penalty: 2489.230713
	Iteration 41Q: 3 clusters Score -212415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -212419.765625 Penalty: 2489.230713
	Iteration 42Q: 3 clusters Score -212419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -212421.687500 Penalty: 2489.230713
	Iteration 43Q: 3 clusters Score -212421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -212423.296875 Penalty: 2489.230713
	Iteration 44Q: 3 clusters Score -212423.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -212424.546875 Penalty: 2489.230713
	Iteration 45Q: 3 clusters Score -212424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -212425.140625 Penalty: 2489.230713
	Iteration 46Q: 3 clusters Score -212425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -212425.140625 Penalty: 2489.230713
	Iteration 47F: 3 clusters Score -212425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -1543875.500000 Penalty: 1570.207642
	Iteration 0F: 2 clusters Score -1543876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1532952.500000 Penalty: 3140.415283
	Iteration 0F: 3 clusters Score -1532952 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1536798.875000 Penalty: 3140.415283
	Iteration 1F: 3 clusters Score -1536799 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1537140.000000 Penalty: 3140.415283
	Iteration 2F: 3 clusters Score -1537140 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1537444.375000 Penalty: 3140.415283
	Iteration 3Q: 3 clusters Score -1537444 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1537795.000000 Penalty: 3140.415283
	Iteration 4F: 3 clusters Score -1537795 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1538258.875000 Penalty: 3140.415283
	Iteration 5F: 3 clusters Score -1538259 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1538824.000000 Penalty: 3140.415283
	Iteration 6F: 3 clusters Score -1538824 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1539386.125000 Penalty: 3140.415283
	Iteration 7F: 3 clusters Score -1539386 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1540066.125000 Penalty: 3140.415283
	Iteration 8F: 3 clusters Score -1540066 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1540701.000000 Penalty: 3140.415283
	Iteration 9Q: 3 clusters Score -1540701 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1541219.375000 Penalty: 3140.415283
	Iteration 10Q: 3 clusters Score -1541219 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1541639.625000 Penalty: 3140.415283
	Iteration 11Q: 3 clusters Score -1541640 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1541933.000000 Penalty: 3140.415283
	Iteration 12Q: 3 clusters Score -1541933 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1542119.375000 Penalty: 3140.415283
	Iteration 13Q: 3 clusters Score -1542119 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1542246.125000 Penalty: 3140.415283
	Iteration 14Q: 3 clusters Score -1542246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1542338.375000 Penalty: 3140.415283
	Iteration 15Q: 3 clusters Score -1542338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1542389.750000 Penalty: 3140.415283
	Iteration 16Q: 3 clusters Score -1542390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1542436.625000 Penalty: 3140.415283
	Iteration 17Q: 3 clusters Score -1542437 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1542465.000000 Penalty: 3140.415283
	Iteration 18Q: 3 clusters Score -1542465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1542486.500000 Penalty: 3140.415283
	Iteration 19Q: 3 clusters Score -1542486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1542502.250000 Penalty: 3140.415283
	Iteration 20F: 3 clusters Score -1542502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1542513.250000 Penalty: 3140.415283
	Iteration 21Q: 3 clusters Score -1542513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1542521.500000 Penalty: 3140.415283
	Iteration 22Q: 3 clusters Score -1542522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1542524.625000 Penalty: 3140.415283
	Iteration 23Q: 3 clusters Score -1542525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1542530.625000 Penalty: 3140.415283
	Iteration 24Q: 3 clusters Score -1542531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1542539.750000 Penalty: 3140.415283
	Iteration 25Q: 3 clusters Score -1542540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1542550.875000 Penalty: 3140.415283
	Iteration 26Q: 3 clusters Score -1542551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1542560.500000 Penalty: 3140.415283
	Iteration 27Q: 3 clusters Score -1542560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -1542573.250000 Penalty: 3140.415283
	Iteration 28Q: 3 clusters Score -1542573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1542574.500000 Penalty: 3140.415283
	Iteration 29Q: 3 clusters Score -1542574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1542575.750000 Penalty: 3140.415283
	Iteration 30Q: 3 clusters Score -1542576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1542577.375000 Penalty: 3140.415283
	Iteration 31Q: 3 clusters Score -1542577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1542580.875000 Penalty: 3140.415283
	Iteration 32Q: 3 clusters Score -1542581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1542583.875000 Penalty: 3140.415283
	Iteration 33Q: 3 clusters Score -1542584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1542585.375000 Penalty: 3140.415283
	Iteration 34Q: 3 clusters Score -1542585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1542586.375000 Penalty: 3140.415283
	Iteration 35Q: 3 clusters Score -1542586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1542587.875000 Penalty: 3140.415283
	Iteration 36Q: 3 clusters Score -1542588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1542587.875000 Penalty: 3140.415283
	Iteration 37F: 3 clusters Score -1542588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Entering Unmasked Estep 
Score: -2083855.625000 Penalty: 1613.709351
	Iteration 0F: 2 clusters Score -2083856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2069919.250000 Penalty: 3227.418701
	Iteration 0F: 3 clusters Score -2069919 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2074795.000000 Penalty: 3227.418701
	Iteration 1F: 3 clusters Score -2074795 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2075137.000000 Penalty: 3227.418701
	Iteration 2Q: 3 clusters Score -2075137 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2075492.625000 Penalty: 3227.418701
	Iteration 3Q: 3 clusters Score -2075493 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2075905.375000 Penalty: 3227.418701
	Iteration 4Q: 3 clusters Score -2075905 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2076356.125000 Penalty: 3227.418701
	Iteration 5Q: 3 clusters Score -2076356 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2076895.875000 Penalty: 3227.418701
	Iteration 6Q: 3 clusters Score -2076896 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2077491.125000 Penalty: 3227.418701
	Iteration 7F: 3 clusters Score -2077491 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2078079.375000 Penalty: 3227.418701
	Iteration 8F: 3 clusters Score -2078079 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2078620.750000 Penalty: 3227.418701
	Iteration 9Q: 3 clusters Score -2078621 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2079165.250000 Penalty: 3227.418701
	Iteration 10Q: 3 clusters Score -2079165 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2079629.750000 Penalty: 3227.418701
	Iteration 11Q: 3 clusters Score -2079630 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2080034.125000 Penalty: 3227.418701
	Iteration 12Q: 3 clusters Score -2080034 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2080340.875000 Penalty: 3227.418701
	Iteration 13Q: 3 clusters Score -2080341 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2080526.500000 Penalty: 3227.418701
	Iteration 14Q: 3 clusters Score -2080526 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2080648.375000 Penalty: 3227.418701
	Iteration 15Q: 3 clusters Score -2080648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2080719.750000 Penalty: 3227.418701
	Iteration 16Q: 3 clusters Score -2080720 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2080770.250000 Penalty: 3227.418701
	Iteration 17Q: 3 clusters Score -2080770 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2080788.250000 Penalty: 3227.418701
	Iteration 18Q: 3 clusters Score -2080788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2080804.375000 Penalty: 3227.418701
	Iteration 19Q: 3 clusters Score -2080804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2080817.375000 Penalty: 3227.418701
	Iteration 20F: 3 clusters Score -2080817 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2080825.125000 Penalty: 3227.418701
	Iteration 21Q: 3 clusters Score -2080825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2080835.250000 Penalty: 3227.418701
	Iteration 22Q: 3 clusters Score -2080835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2080841.750000 Penalty: 3227.418701
	Iteration 23Q: 3 clusters Score -2080842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2080848.000000 Penalty: 3227.418701
	Iteration 24Q: 3 clusters Score -2080848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2080855.875000 Penalty: 3227.418701
	Iteration 25Q: 3 clusters Score -2080856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2080860.750000 Penalty: 3227.418701
	Iteration 26Q: 3 clusters Score -2080861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2080862.125000 Penalty: 3227.418701
	Iteration 27Q: 3 clusters Score -2080862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2080867.500000 Penalty: 3227.418701
	Iteration 28Q: 3 clusters Score -2080868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2080867.000000 Penalty: 3227.418701
	Iteration 29Q: 3 clusters Score -2080867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2080864.500000 Penalty: 3227.418701
	Iteration 30Q: 3 clusters Score -2080864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2080867.875000 Penalty: 3227.418701
	Iteration 31Q: 3 clusters Score -2080868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2080867.500000 Penalty: 3227.418701
	Iteration 32Q: 3 clusters Score -2080868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2080865.625000 Penalty: 3227.418701
	Iteration 33Q: 3 clusters Score -2080866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2080866.375000 Penalty: 3227.418701
	Iteration 34Q: 3 clusters Score -2080866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2080868.750000 Penalty: 3227.418701
	Iteration 35Q: 3 clusters Score -2080869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2080866.375000 Penalty: 3227.418701
	Iteration 36Q: 3 clusters Score -2080866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2080865.500000 Penalty: 3227.418701
	Iteration 37Q: 3 clusters Score -2080866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2080867.375000 Penalty: 3227.418701
	Iteration 38Q: 3 clusters Score -2080867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2080867.625000 Penalty: 3227.418701
	Iteration 39Q: 3 clusters Score -2080868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2080868.875000 Penalty: 3227.418701
	Iteration 40F: 3 clusters Score -2080869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2080869.125000 Penalty: 3227.418701
	Iteration 41Q: 3 clusters Score -2080869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2080869.125000 Penalty: 3227.418701
	Iteration 42F: 3 clusters Score -2080869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -602422.312500 Penalty: 1414.211914
	Iteration 0F: 2 clusters Score -602422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -597831.937500 Penalty: 2828.423828
	Iteration 0F: 3 clusters Score -597831.9 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -599165.750000 Penalty: 2828.423828
	Iteration 1F: 3 clusters Score -599165.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -599412.812500 Penalty: 2828.423828
	Iteration 2F: 3 clusters Score -599412.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -599646.937500 Penalty: 2828.423828
	Iteration 3F: 3 clusters Score -599646.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -599895.312500 Penalty: 2828.423828
	Iteration 4F: 3 clusters Score -599895.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -600141.312500 Penalty: 2828.423828
	Iteration 5F: 3 clusters Score -600141.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -600368.125000 Penalty: 2828.423828
	Iteration 6F: 3 clusters Score -600368.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -600642.062500 Penalty: 2828.423828
	Iteration 7F: 3 clusters Score -600642.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -600902.062500 Penalty: 2828.423828
	Iteration 8F: 3 clusters Score -600902.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -601091.500000 Penalty: 2828.423828
	Iteration 9Q: 3 clusters Score -601091.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -601210.000000 Penalty: 2828.423828
	Iteration 10Q: 3 clusters Score -601210 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -601302.375000 Penalty: 2828.423828
	Iteration 11Q: 3 clusters Score -601302.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -601375.625000 Penalty: 2828.423828
	Iteration 12Q: 3 clusters Score -601375.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -601438.812500 Penalty: 2828.423828
	Iteration 13Q: 3 clusters Score -601438.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -601483.187500 Penalty: 2828.423828
	Iteration 14Q: 3 clusters Score -601483.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -601524.187500 Penalty: 2828.423828
	Iteration 15Q: 3 clusters Score -601524.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -601558.187500 Penalty: 2828.423828
	Iteration 16Q: 3 clusters Score -601558.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -601591.312500 Penalty: 2828.423828
	Iteration 17Q: 3 clusters Score -601591.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -601619.375000 Penalty: 2828.423828
	Iteration 18Q: 3 clusters Score -601619.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -601656.375000 Penalty: 2828.423828
	Iteration 19Q: 3 clusters Score -601656.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -601697.000000 Penalty: 2828.423828
	Iteration 20F: 3 clusters Score -601697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -601733.125000 Penalty: 2828.423828
	Iteration 21Q: 3 clusters Score -601733.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -601765.375000 Penalty: 2828.423828
	Iteration 22Q: 3 clusters Score -601765.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -601793.437500 Penalty: 2828.423828
	Iteration 23Q: 3 clusters Score -601793.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -601812.437500 Penalty: 2828.423828
	Iteration 24Q: 3 clusters Score -601812.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -601829.000000 Penalty: 2828.423828
	Iteration 25Q: 3 clusters Score -601829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -601839.687500 Penalty: 2828.423828
	Iteration 26Q: 3 clusters Score -601839.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -601850.187500 Penalty: 2828.423828
	Iteration 27Q: 3 clusters Score -601850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -601861.437500 Penalty: 2828.423828
	Iteration 28Q: 3 clusters Score -601861.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -601866.937500 Penalty: 2828.423828
	Iteration 29Q: 3 clusters Score -601866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -601870.375000 Penalty: 2828.423828
	Iteration 30Q: 3 clusters Score -601870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -601873.000000 Penalty: 2828.423828
	Iteration 31Q: 3 clusters Score -601873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -601875.437500 Penalty: 2828.423828
	Iteration 32Q: 3 clusters Score -601875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -601874.625000 Penalty: 2828.423828
	Iteration 33Q: 3 clusters Score -601874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -601876.000000 Penalty: 2828.423828
	Iteration 34Q: 3 clusters Score -601876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -601876.000000 Penalty: 2828.423828
	Iteration 35F: 3 clusters Score -601876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Entering Unmasked Estep 
Score: -1415559.750000 Penalty: 1551.751221
	Iteration 0F: 2 clusters Score -1415560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1405824.000000 Penalty: 3103.502441
	Iteration 0F: 3 clusters Score -1405824 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1409075.125000 Penalty: 3103.502441
	Iteration 1F: 3 clusters Score -1409075 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1409284.500000 Penalty: 3103.502441
	Iteration 2Q: 3 clusters Score -1409284 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1409450.375000 Penalty: 3103.502441
	Iteration 3Q: 3 clusters Score -1409450 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1409584.250000 Penalty: 3103.502441
	Iteration 4Q: 3 clusters Score -1409584 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1409694.000000 Penalty: 3103.502441
	Iteration 5Q: 3 clusters Score -1409694 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1409778.875000 Penalty: 3103.502441
	Iteration 6Q: 3 clusters Score -1409779 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1409866.625000 Penalty: 3103.502441
	Iteration 7Q: 3 clusters Score -1409867 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1409950.750000 Penalty: 3103.502441
	Iteration 8Q: 3 clusters Score -1409951 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1410044.625000 Penalty: 3103.502441
	Iteration 9Q: 3 clusters Score -1410045 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1410157.250000 Penalty: 3103.502441
	Iteration 10Q: 3 clusters Score -1410157 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1410295.125000 Penalty: 3103.502441
	Iteration 11Q: 3 clusters Score -1410295 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1410513.625000 Penalty: 3103.502441
	Iteration 12Q: 3 clusters Score -1410514 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1410772.875000 Penalty: 3103.502441
	Iteration 13Q: 3 clusters Score -1410773 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1411135.000000 Penalty: 3103.502441
	Iteration 14Q: 3 clusters Score -1411135 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1411652.875000 Penalty: 3103.502441
	Iteration 15F: 3 clusters Score -1411653 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1412308.875000 Penalty: 3103.502441
	Iteration 16F: 3 clusters Score -1412309 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1412927.625000 Penalty: 3103.502441
	Iteration 17Q: 3 clusters Score -1412928 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1413411.250000 Penalty: 3103.502441
	Iteration 18Q: 3 clusters Score -1413411 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1413740.125000 Penalty: 3103.502441
	Iteration 19Q: 3 clusters Score -1413740 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1413931.125000 Penalty: 3103.502441
	Iteration 20F: 3 clusters Score -1413931 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1414025.625000 Penalty: 3103.502441
	Iteration 21Q: 3 clusters Score -1414026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1414119.625000 Penalty: 3103.502441
	Iteration 22Q: 3 clusters Score -1414120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1414179.125000 Penalty: 3103.502441
	Iteration 23Q: 3 clusters Score -1414179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1414205.750000 Penalty: 3103.502441
	Iteration 24Q: 3 clusters Score -1414206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1414226.750000 Penalty: 3103.502441
	Iteration 25Q: 3 clusters Score -1414227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1414249.750000 Penalty: 3103.502441
	Iteration 26Q: 3 clusters Score -1414250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1414265.625000 Penalty: 3103.502441
	Iteration 27Q: 3 clusters Score -1414266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1414274.875000 Penalty: 3103.502441
	Iteration 28Q: 3 clusters Score -1414275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1414280.000000 Penalty: 3103.502441
	Iteration 29Q: 3 clusters Score -1414280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1414286.750000 Penalty: 3103.502441
	Iteration 30Q: 3 clusters Score -1414287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1414286.875000 Penalty: 3103.502441
	Iteration 31Q: 3 clusters Score -1414287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1414287.750000 Penalty: 3103.502441
	Iteration 32Q: 3 clusters Score -1414288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1414289.875000 Penalty: 3103.502441
	Iteration 33Q: 3 clusters Score -1414290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1414293.125000 Penalty: 3103.502441
	Iteration 34Q: 3 clusters Score -1414293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1414296.125000 Penalty: 3103.502441
	Iteration 35Q: 3 clusters Score -1414296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1414295.875000 Penalty: 3103.502441
	Iteration 36Q: 3 clusters Score -1414296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1414295.000000 Penalty: 3103.502441
	Iteration 37Q: 3 clusters Score -1414295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1414295.000000 Penalty: 3103.502441
	Iteration 38F: 3 clusters Score -1414295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -2144965.500000 Penalty: 1623.789551
	Iteration 0F: 2 clusters Score -2144966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2130169.500000 Penalty: 3247.579102
	Iteration 0F: 3 clusters Score -2130170 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2135539.000000 Penalty: 3247.579102
	Iteration 1F: 3 clusters Score -2135539 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2135917.500000 Penalty: 3247.579102
	Iteration 2Q: 3 clusters Score -2135918 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2136305.750000 Penalty: 3247.579102
	Iteration 3Q: 3 clusters Score -2136306 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2136737.750000 Penalty: 3247.579102
	Iteration 4Q: 3 clusters Score -2136738 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2137178.000000 Penalty: 3247.579102
	Iteration 5Q: 3 clusters Score -2137178 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2137707.750000 Penalty: 3247.579102
	Iteration 6Q: 3 clusters Score -2137708 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2138334.750000 Penalty: 3247.579102
	Iteration 7Q: 3 clusters Score -2138335 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2139023.000000 Penalty: 3247.579102
	Iteration 8F: 3 clusters Score -2139023 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2139823.750000 Penalty: 3247.579102
	Iteration 9F: 3 clusters Score -2139824 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2140709.000000 Penalty: 3247.579102
	Iteration 10F: 3 clusters Score -2140709 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2141587.750000 Penalty: 3247.579102
	Iteration 11F: 3 clusters Score -2141588 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2142248.750000 Penalty: 3247.579102
	Iteration 12Q: 3 clusters Score -2142249 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2142753.500000 Penalty: 3247.579102
	Iteration 13Q: 3 clusters Score -2142754 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2143076.750000 Penalty: 3247.579102
	Iteration 14Q: 3 clusters Score -2143077 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2143263.250000 Penalty: 3247.579102
	Iteration 15Q: 3 clusters Score -2143263 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2143371.250000 Penalty: 3247.579102
	Iteration 16Q: 3 clusters Score -2143371 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2143437.000000 Penalty: 3247.579102
	Iteration 17Q: 3 clusters Score -2143437 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2143485.250000 Penalty: 3247.579102
	Iteration 18Q: 3 clusters Score -2143485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2143525.250000 Penalty: 3247.579102
	Iteration 19Q: 3 clusters Score -2143525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2143541.250000 Penalty: 3247.579102
	Iteration 20F: 3 clusters Score -2143541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2143554.500000 Penalty: 3247.579102
	Iteration 21Q: 3 clusters Score -2143554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2143567.750000 Penalty: 3247.579102
	Iteration 22Q: 3 clusters Score -2143568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2143576.000000 Penalty: 3247.579102
	Iteration 23Q: 3 clusters Score -2143576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2143582.500000 Penalty: 3247.579102
	Iteration 24Q: 3 clusters Score -2143582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2143589.500000 Penalty: 3247.579102
	Iteration 25Q: 3 clusters Score -2143590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2143593.000000 Penalty: 3247.579102
	Iteration 26Q: 3 clusters Score -2143593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2143596.000000 Penalty: 3247.579102
	Iteration 27Q: 3 clusters Score -2143596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2143596.500000 Penalty: 3247.579102
	Iteration 28Q: 3 clusters Score -2143596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2143598.000000 Penalty: 3247.579102
	Iteration 29Q: 3 clusters Score -2143598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2143597.750000 Penalty: 3247.579102
	Iteration 30Q: 3 clusters Score -2143598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2143598.000000 Penalty: 3247.579102
	Iteration 31Q: 3 clusters Score -2143598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2143601.750000 Penalty: 3247.579102
	Iteration 32Q: 3 clusters Score -2143602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2143601.000000 Penalty: 3247.579102
	Iteration 33Q: 3 clusters Score -2143601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2143601.000000 Penalty: 3247.579102
	Iteration 34F: 3 clusters Score -2143601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -470344.343750 Penalty: 1378.557373
	Iteration 0F: 2 clusters Score -470344.3 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 2387 members 
Entering Unmasked Estep 
Score: -466483.656250 Penalty: 2757.114746
	Iteration 0F: 3 clusters Score -466483.7 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -467599.531250 Penalty: 2757.114746
	Iteration 1F: 3 clusters Score -467599.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -467788.562500 Penalty: 2757.114746
	Iteration 2F: 3 clusters Score -467788.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -467934.937500 Penalty: 2757.114746
	Iteration 3F: 3 clusters Score -467934.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -468062.625000 Penalty: 2757.114746
	Iteration 4Q: 3 clusters Score -468062.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -468197.687500 Penalty: 2757.114746
	Iteration 5Q: 3 clusters Score -468197.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -468331.062500 Penalty: 2757.114746
	Iteration 6Q: 3 clusters Score -468331.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -468461.843750 Penalty: 2757.114746
	Iteration 7Q: 3 clusters Score -468461.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -468569.218750 Penalty: 2757.114746
	Iteration 8Q: 3 clusters Score -468569.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -468675.093750 Penalty: 2757.114746
	Iteration 9Q: 3 clusters Score -468675.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -468771.781250 Penalty: 2757.114746
	Iteration 10Q: 3 clusters Score -468771.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -468867.156250 Penalty: 2757.114746
	Iteration 11Q: 3 clusters Score -468867.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -468938.000000 Penalty: 2757.114746
	Iteration 12Q: 3 clusters Score -468938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -468999.281250 Penalty: 2757.114746
	Iteration 13Q: 3 clusters Score -468999.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -469052.750000 Penalty: 2757.114746
	Iteration 14Q: 3 clusters Score -469052.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -469097.687500 Penalty: 2757.114746
	Iteration 15Q: 3 clusters Score -469097.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -469118.343750 Penalty: 2757.114746
	Iteration 16Q: 3 clusters Score -469118.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -469133.812500 Penalty: 2757.114746
	Iteration 17Q: 3 clusters Score -469133.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -469139.312500 Penalty: 2757.114746
	Iteration 18Q: 3 clusters Score -469139.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -469144.968750 Penalty: 2757.114746
	Iteration 19Q: 3 clusters Score -469145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -469153.812500 Penalty: 2757.114746
	Iteration 20F: 3 clusters Score -469153.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -469159.875000 Penalty: 2757.114746
	Iteration 21Q: 3 clusters Score -469159.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -469165.343750 Penalty: 2757.114746
	Iteration 22Q: 3 clusters Score -469165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -469172.437500 Penalty: 2757.114746
	Iteration 23Q: 3 clusters Score -469172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -469179.843750 Penalty: 2757.114746
	Iteration 24Q: 3 clusters Score -469179.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -469184.625000 Penalty: 2757.114746
	Iteration 25Q: 3 clusters Score -469184.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -469189.593750 Penalty: 2757.114746
	Iteration 26Q: 3 clusters Score -469189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -469194.468750 Penalty: 2757.114746
	Iteration 27Q: 3 clusters Score -469194.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -469200.593750 Penalty: 2757.114746
	Iteration 28Q: 3 clusters Score -469200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -469205.218750 Penalty: 2757.114746
	Iteration 29Q: 3 clusters Score -469205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -469208.687500 Penalty: 2757.114746
	Iteration 30Q: 3 clusters Score -469208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -469210.531250 Penalty: 2757.114746
	Iteration 31Q: 3 clusters Score -469210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -469211.843750 Penalty: 2757.114746
	Iteration 32Q: 3 clusters Score -469211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -469212.156250 Penalty: 2757.114746
	Iteration 33Q: 3 clusters Score -469212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -469212.937500 Penalty: 2757.114746
	Iteration 34Q: 3 clusters Score -469212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -469212.937500 Penalty: 2757.114746
	Iteration 35F: 3 clusters Score -469212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -153870.906250 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -153870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151975.437500 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -151975.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152356.625000 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -152356.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152428.453125 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -152428.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152469.968750 Penalty: 2407.772461
	Iteration 3Q: 3 clusters Score -152470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -152508.828125 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -152508.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152528.281250 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -152528.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152543.734375 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -152543.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152567.328125 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -152567.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -152588.656250 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -152588.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -152612.000000 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -152612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152636.671875 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -152636.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -152660.109375 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -152660.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -152692.015625 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -152692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152734.984375 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -152735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -152790.500000 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -152790.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152874.828125 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -152874.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152965.046875 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -152965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -153106.625000 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -153106.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -153278.500000 Penalty: 2407.772461
	Iteration 18F: 3 clusters Score -153278.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -153402.125000 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -153402.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -153476.031250 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -153476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153505.312500 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -153505.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -153523.718750 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -153523.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -153534.734375 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -153534.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -153544.312500 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -153544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -153547.359375 Penalty: 2407.772461
	Iteration 25Q: 3 clusters Score -153547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153547.859375 Penalty: 2407.772461
	Iteration 26Q: 3 clusters Score -153547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153547.859375 Penalty: 2407.772461
	Iteration 27F: 3 clusters Score -153547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Entering Unmasked Estep 
Score: -1449224.000000 Penalty: 1560.485840
	Iteration 0F: 2 clusters Score -1449224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1438971.000000 Penalty: 3120.971680
	Iteration 0F: 3 clusters Score -1438971 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1442571.375000 Penalty: 3120.971680
	Iteration 1F: 3 clusters Score -1442571 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1442892.875000 Penalty: 3120.971680
	Iteration 2F: 3 clusters Score -1442893 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1443145.500000 Penalty: 3120.971680
	Iteration 3Q: 3 clusters Score -1443146 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1443376.000000 Penalty: 3120.971680
	Iteration 4Q: 3 clusters Score -1443376 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1443644.625000 Penalty: 3120.971680
	Iteration 5Q: 3 clusters Score -1443645 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1443954.250000 Penalty: 3120.971680
	Iteration 6Q: 3 clusters Score -1443954 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1444335.750000 Penalty: 3120.971680
	Iteration 7F: 3 clusters Score -1444336 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1444826.250000 Penalty: 3120.971680
	Iteration 8F: 3 clusters Score -1444826 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1445430.250000 Penalty: 3120.971680
	Iteration 9F: 3 clusters Score -1445430 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1446091.875000 Penalty: 3120.971680
	Iteration 10F: 3 clusters Score -1446092 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1446674.125000 Penalty: 3120.971680
	Iteration 11Q: 3 clusters Score -1446674 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1447132.125000 Penalty: 3120.971680
	Iteration 12Q: 3 clusters Score -1447132 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1447438.875000 Penalty: 3120.971680
	Iteration 13Q: 3 clusters Score -1447439 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1447610.125000 Penalty: 3120.971680
	Iteration 14Q: 3 clusters Score -1447610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1447718.625000 Penalty: 3120.971680
	Iteration 15Q: 3 clusters Score -1447719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1447769.750000 Penalty: 3120.971680
	Iteration 16Q: 3 clusters Score -1447770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1447807.125000 Penalty: 3120.971680
	Iteration 17Q: 3 clusters Score -1447807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1447833.625000 Penalty: 3120.971680
	Iteration 18Q: 3 clusters Score -1447834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1447843.250000 Penalty: 3120.971680
	Iteration 19Q: 3 clusters Score -1447843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1447848.625000 Penalty: 3120.971680
	Iteration 20F: 3 clusters Score -1447849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1447859.500000 Penalty: 3120.971680
	Iteration 21Q: 3 clusters Score -1447860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1447865.000000 Penalty: 3120.971680
	Iteration 22Q: 3 clusters Score -1447865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1447872.000000 Penalty: 3120.971680
	Iteration 23Q: 3 clusters Score -1447872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1447878.125000 Penalty: 3120.971680
	Iteration 24Q: 3 clusters Score -1447878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1447882.375000 Penalty: 3120.971680
	Iteration 25Q: 3 clusters Score -1447882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1447886.500000 Penalty: 3120.971680
	Iteration 26Q: 3 clusters Score -1447886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1447886.500000 Penalty: 3120.971680
	Iteration 27F: 3 clusters Score -1447886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Entering Unmasked Estep 
Score: -1176138.250000 Penalty: 1522.664917
	Iteration 0F: 2 clusters Score -1176138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1167916.875000 Penalty: 3045.329834
	Iteration 0F: 3 clusters Score -1167917 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1170727.750000 Penalty: 3045.329834
	Iteration 1F: 3 clusters Score -1170728 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1171070.875000 Penalty: 3045.329834
	Iteration 2F: 3 clusters Score -1171071 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1171318.750000 Penalty: 3045.329834
	Iteration 3F: 3 clusters Score -1171319 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1171531.625000 Penalty: 3045.329834
	Iteration 4Q: 3 clusters Score -1171532 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1171720 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1171918.750000 Penalty: 3045.329834
	Iteration 6Q: 3 clusters Score -1171919 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1172143.875000 Penalty: 3045.329834
	Iteration 7Q: 3 clusters Score -1172144 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1172348.625000 Penalty: 3045.329834
	Iteration 8Q: 3 clusters Score -1172349 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1172553.000000 Penalty: 3045.329834
	Iteration 9Q: 3 clusters Score -1172553 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1172724.875000 Penalty: 3045.329834
	Iteration 10Q: 3 clusters Score -1172725 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1172866.125000 Penalty: 3045.329834
	Iteration 11Q: 3 clusters Score -1172866 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1172991 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1173091.375000 Penalty: 3045.329834
	Iteration 13Q: 3 clusters Score -1173091 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1173149.750000 Penalty: 3045.329834
	Iteration 14Q: 3 clusters Score -1173150 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1173202.125000 Penalty: 3045.329834
	Iteration 15Q: 3 clusters Score -1173202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1173246.375000 Penalty: 3045.329834
	Iteration 16Q: 3 clusters Score -1173246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1173298.000000 Penalty: 3045.329834
	Iteration 17Q: 3 clusters Score -1173298 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1173350.000000 Penalty: 3045.329834
	Iteration 18Q: 3 clusters Score -1173350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1173386.000000 Penalty: 3045.329834
	Iteration 19Q: 3 clusters Score -1173386 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1173419.250000 Penalty: 3045.329834
	Iteration 20F: 3 clusters Score -1173419 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1173448.000000 Penalty: 3045.329834
	Iteration 21Q: 3 clusters Score -1173448 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1173483.375000 Penalty: 3045.329834
	Iteration 22Q: 3 clusters Score -1173483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1173527.750000 Penalty: 3045.329834
	Iteration 23Q: 3 clusters Score -1173528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1173574.625000 Penalty: 3045.329834
	Iteration 24Q: 3 clusters Score -1173575 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1173618.125000 Penalty: 3045.329834
	Iteration 25Q: 3 clusters Score -1173618 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1173658.000000 Penalty: 3045.329834
	Iteration 26Q: 3 clusters Score -1173658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1173702.000000 Penalty: 3045.329834
	Iteration 27Q: 3 clusters Score -1173702 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1173749.000000 Penalty: 3045.329834
	Iteration 28Q: 3 clusters Score -1173749 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1173794.500000 Penalty: 3045.329834
	Iteration 29Q: 3 clusters Score -1173794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1173842.750000 Penalty: 3045.329834
	Iteration 30Q: 3 clusters Score -1173843 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1173872.125000 Penalty: 3045.329834
	Iteration 31Q: 3 clusters Score -1173872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1173911.375000 Penalty: 3045.329834
	Iteration 32Q: 3 clusters Score -1173911 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1173947.750000 Penalty: 3045.329834
	Iteration 33Q: 3 clusters Score -1173948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1173970.625000 Penalty: 3045.329834
	Iteration 34Q: 3 clusters Score -1173971 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1174009.250000 Penalty: 3045.329834
	Iteration 35Q: 3 clusters Score -1174009 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1174044.750000 Penalty: 3045.329834
	Iteration 36Q: 3 clusters Score -1174045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1174085.625000 Penalty: 3045.329834
	Iteration 37Q: 3 clusters Score -1174086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1174118.625000 Penalty: 3045.329834
	Iteration 38Q: 3 clusters Score -1174119 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1174147.625000 Penalty: 3045.329834
	Iteration 39Q: 3 clusters Score -1174148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1174176.375000 Penalty: 3045.329834
	Iteration 40F: 3 clusters Score -1174176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1174202.875000 Penalty: 3045.329834
	Iteration 41Q: 3 clusters Score -1174203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1174228.375000 Penalty: 3045.329834
	Iteration 42Q: 3 clusters Score -1174228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1174246.500000 Penalty: 3045.329834
	Iteration 43Q: 3 clusters Score -1174246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1174263.375000 Penalty: 3045.329834
	Iteration 44Q: 3 clusters Score -1174263 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1174285.750000 Penalty: 3045.329834
	Iteration 45Q: 3 clusters Score -1174286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1174296.250000 Penalty: 3045.329834
	Iteration 46Q: 3 clusters Score -1174296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1174307.500000 Penalty: 3045.329834
	Iteration 47Q: 3 clusters Score -1174308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1174316.000000 Penalty: 3045.329834
	Iteration 48Q: 3 clusters Score -1174316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1174325.625000 Penalty: 3045.329834
	Iteration 49Q: 3 clusters Score -1174326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1174334.625000 Penalty: 3045.329834
	Iteration 50Q: 3 clusters Score -1174335 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1174349.875000 Penalty: 3045.329834
	Iteration 51Q: 3 clusters Score -1174350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1174368.500000 Penalty: 3045.329834
	Iteration 52Q: 3 clusters Score -1174368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1174387.875000 Penalty: 3045.329834
	Iteration 53Q: 3 clusters Score -1174388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1174403.500000 Penalty: 3045.329834
	Iteration 54Q: 3 clusters Score -1174404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1174420.625000 Penalty: 3045.329834
	Iteration 55Q: 3 clusters Score -1174421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1174442.125000 Penalty: 3045.329834
	Iteration 56Q: 3 clusters Score -1174442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1174454.375000 Penalty: 3045.329834
	Iteration 57Q: 3 clusters Score -1174454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1174480.125000 Penalty: 3045.329834
	Iteration 58Q: 3 clusters Score -1174480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1174505.125000 Penalty: 3045.329834
	Iteration 59Q: 3 clusters Score -1174505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1174528.875000 Penalty: 3045.329834
	Iteration 60F: 3 clusters Score -1174529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1174546.375000 Penalty: 3045.329834
	Iteration 61Q: 3 clusters Score -1174546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1174556.625000 Penalty: 3045.329834
	Iteration 62Q: 3 clusters Score -1174557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1174570.000000 Penalty: 3045.329834
	Iteration 63Q: 3 clusters Score -1174570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1174579.375000 Penalty: 3045.329834
	Iteration 64Q: 3 clusters Score -1174579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1174587.250000 Penalty: 3045.329834
	Iteration 65Q: 3 clusters Score -1174587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1174600.125000 Penalty: 3045.329834
	Iteration 66Q: 3 clusters Score -1174600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1174612.875000 Penalty: 3045.329834
	Iteration 67Q: 3 clusters Score -1174613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1174626.500000 Penalty: 3045.329834
	Iteration 68Q: 3 clusters Score -1174626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1174642.500000 Penalty: 3045.329834
	Iteration 69Q: 3 clusters Score -1174642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1174657.500000 Penalty: 3045.329834
	Iteration 70Q: 3 clusters Score -1174658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1174668.500000 Penalty: 3045.329834
	Iteration 71Q: 3 clusters Score -1174668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1174679.125000 Penalty: 3045.329834
	Iteration 72Q: 3 clusters Score -1174679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1174685.000000 Penalty: 3045.329834
	Iteration 73Q: 3 clusters Score -1174685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1174691.250000 Penalty: 3045.329834
	Iteration 74Q: 3 clusters Score -1174691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1174701.125000 Penalty: 3045.329834
	Iteration 75Q: 3 clusters Score -1174701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1174716.500000 Penalty: 3045.329834
	Iteration 76Q: 3 clusters Score -1174716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1174720.750000 Penalty: 3045.329834
	Iteration 77Q: 3 clusters Score -1174721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1174724.500000 Penalty: 3045.329834
	Iteration 78Q: 3 clusters Score -1174724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1174727.875000 Penalty: 3045.329834
	Iteration 79Q: 3 clusters Score -1174728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1174730.750000 Penalty: 3045.329834
	Iteration 80F: 3 clusters Score -1174731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1174738.375000 Penalty: 3045.329834
	Iteration 81Q: 3 clusters Score -1174738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1174741.500000 Penalty: 3045.329834
	Iteration 82Q: 3 clusters Score -1174742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1174747.625000 Penalty: 3045.329834
	Iteration 83Q: 3 clusters Score -1174748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1174751.625000 Penalty: 3045.329834
	Iteration 84Q: 3 clusters Score -1174752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1174754.250000 Penalty: 3045.329834
	Iteration 85Q: 3 clusters Score -1174754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1174757.875000 Penalty: 3045.329834
	Iteration 86Q: 3 clusters Score -1174758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1174760.750000 Penalty: 3045.329834
	Iteration 87Q: 3 clusters Score -1174761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1174766.250000 Penalty: 3045.329834
	Iteration 88Q: 3 clusters Score -1174766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1174768.250000 Penalty: 3045.329834
	Iteration 89Q: 3 clusters Score -1174768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1174770.625000 Penalty: 3045.329834
	Iteration 90Q: 3 clusters Score -1174771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1174772.625000 Penalty: 3045.329834
	Iteration 91Q: 3 clusters Score -1174773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1174774.500000 Penalty: 3045.329834
	Iteration 92Q: 3 clusters Score -1174774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1174776.875000 Penalty: 3045.329834
	Iteration 93Q: 3 clusters Score -1174777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1174779.250000 Penalty: 3045.329834
	Iteration 94Q: 3 clusters Score -1174779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1174781.875000 Penalty: 3045.329834
	Iteration 95Q: 3 clusters Score -1174782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1174785.875000 Penalty: 3045.329834
	Iteration 96Q: 3 clusters Score -1174786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1174788.375000 Penalty: 3045.329834
	Iteration 97Q: 3 clusters Score -1174788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1174790.625000 Penalty: 3045.329834
	Iteration 98Q: 3 clusters Score -1174791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1174792.250000 Penalty: 3045.329834
	Iteration 99Q: 3 clusters Score -1174792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1174792.875000 Penalty: 3045.329834
	Iteration 100F: 3 clusters Score -1174793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -132034.890625 Penalty: 1173.429565
	Iteration 0F: 2 clusters Score -132034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -130342.179688 Penalty: 2346.859131
	Iteration 0F: 3 clusters Score -130342.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -130645.851562 Penalty: 2346.859131
	Iteration 1F: 3 clusters Score -130645.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -130736.945312 Penalty: 2346.859131
	Iteration 2F: 3 clusters Score -130736.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -130784.179688 Penalty: 2346.859131
	Iteration 3Q: 3 clusters Score -130784.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -130811.304688 Penalty: 2346.859131
	Iteration 4Q: 3 clusters Score -130811.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -130833.796875 Penalty: 2346.859131
	Iteration 5Q: 3 clusters Score -130833.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -130856.765625 Penalty: 2346.859131
	Iteration 6Q: 3 clusters Score -130856.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130881.164062 Penalty: 2346.859131
	Iteration 7Q: 3 clusters Score -130881.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130903.937500 Penalty: 2346.859131
	Iteration 8Q: 3 clusters Score -130903.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -130918.671875 Penalty: 2346.859131
	Iteration 9Q: 3 clusters Score -130918.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -130935.109375 Penalty: 2346.859131
	Iteration 10Q: 3 clusters Score -130935.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -130948.539062 Penalty: 2346.859131
	Iteration 11Q: 3 clusters Score -130948.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130957.203125 Penalty: 2346.859131
	Iteration 12Q: 3 clusters Score -130957.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -130966.054688 Penalty: 2346.859131
	Iteration 13Q: 3 clusters Score -130966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -130971.570312 Penalty: 2346.859131
	Iteration 14Q: 3 clusters Score -130971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130974.921875 Penalty: 2346.859131
	Iteration 15Q: 3 clusters Score -130974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -130976.476562 Penalty: 2346.859131
	Iteration 16Q: 3 clusters Score -130976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -130978.117188 Penalty: 2346.859131
	Iteration 17Q: 3 clusters Score -130978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -130980.781250 Penalty: 2346.859131
	Iteration 18Q: 3 clusters Score -130980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -130983.585938 Penalty: 2346.859131
	Iteration 19Q: 3 clusters Score -130983.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -130986.468750 Penalty: 2346.859131
	Iteration 20F: 3 clusters Score -130986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130989.242188 Penalty: 2346.859131
	Iteration 21Q: 3 clusters Score -130989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -130989.843750 Penalty: 2346.859131
	Iteration 22Q: 3 clusters Score -130989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -130991.289062 Penalty: 2346.859131
	Iteration 23Q: 3 clusters Score -130991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130992.648438 Penalty: 2346.859131
	Iteration 24Q: 3 clusters Score -130992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130995.195312 Penalty: 2346.859131
	Iteration 25Q: 3 clusters Score -130995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130995.195312 Penalty: 2346.859131
	Iteration 26F: 3 clusters Score -130995.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -561454.625000 Penalty: 1407.937866
	Iteration 0F: 2 clusters Score -561454.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -556948.875000 Penalty: 2815.875732
	Iteration 0F: 3 clusters Score -556948.9 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -558333.062500 Penalty: 2815.875732
	Iteration 1F: 3 clusters Score -558333.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -558534.250000 Penalty: 2815.875732
	Iteration 2F: 3 clusters Score -558534.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -558683.812500 Penalty: 2815.875732
	Iteration 3Q: 3 clusters Score -558683.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -558813.812500 Penalty: 2815.875732
	Iteration 4Q: 3 clusters Score -558813.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -558957.187500 Penalty: 2815.875732
	Iteration 5Q: 3 clusters Score -558957.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -559084.437500 Penalty: 2815.875732
	Iteration 6Q: 3 clusters Score -559084.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -559189.812500 Penalty: 2815.875732
	Iteration 7Q: 3 clusters Score -559189.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -559278.375000 Penalty: 2815.875732
	Iteration 8Q: 3 clusters Score -559278.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -559365.812500 Penalty: 2815.875732
	Iteration 9Q: 3 clusters Score -559365.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -559441.750000 Penalty: 2815.875732
	Iteration 10Q: 3 clusters Score -559441.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -559495.312500 Penalty: 2815.875732
	Iteration 11Q: 3 clusters Score -559495.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -559547.687500 Penalty: 2815.875732
	Iteration 12Q: 3 clusters Score -559547.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -559604.812500 Penalty: 2815.875732
	Iteration 13Q: 3 clusters Score -559604.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -559671.500000 Penalty: 2815.875732
	Iteration 14Q: 3 clusters Score -559671.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -559739.125000 Penalty: 2815.875732
	Iteration 15Q: 3 clusters Score -559739.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -559797.187500 Penalty: 2815.875732
	Iteration 16Q: 3 clusters Score -559797.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -559844.312500 Penalty: 2815.875732
	Iteration 17Q: 3 clusters Score -559844.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -559891.687500 Penalty: 2815.875732
	Iteration 18Q: 3 clusters Score -559891.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -559947.437500 Penalty: 2815.875732
	Iteration 19Q: 3 clusters Score -559947.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -559989.812500 Penalty: 2815.875732
	Iteration 20F: 3 clusters Score -559989.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -560025.375000 Penalty: 2815.875732
	Iteration 21Q: 3 clusters Score -560025.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -560046.375000 Penalty: 2815.875732
	Iteration 22Q: 3 clusters Score -560046.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -560060.625000 Penalty: 2815.875732
	Iteration 23Q: 3 clusters Score -560060.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -560076.750000 Penalty: 2815.875732
	Iteration 24Q: 3 clusters Score -560076.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -560087.625000 Penalty: 2815.875732
	Iteration 25Q: 3 clusters Score -560087.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -560093.625000 Penalty: 2815.875732
	Iteration 26Q: 3 clusters Score -560093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -560097.750000 Penalty: 2815.875732
	Iteration 27Q: 3 clusters Score -560097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -560102.187500 Penalty: 2815.875732
	Iteration 28Q: 3 clusters Score -560102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -560107.000000 Penalty: 2815.875732
	Iteration 29Q: 3 clusters Score -560107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -560115.000000 Penalty: 2815.875732
	Iteration 30Q: 3 clusters Score -560115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -560124.687500 Penalty: 2815.875732
	Iteration 31Q: 3 clusters Score -560124.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -560129.000000 Penalty: 2815.875732
	Iteration 32Q: 3 clusters Score -560129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -560134.312500 Penalty: 2815.875732
	Iteration 33Q: 3 clusters Score -560134.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -560136.250000 Penalty: 2815.875732
	Iteration 34Q: 3 clusters Score -560136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -560138.687500 Penalty: 2815.875732
	Iteration 35Q: 3 clusters Score -560138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -560141.625000 Penalty: 2815.875732
	Iteration 36Q: 3 clusters Score -560141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -560144.687500 Penalty: 2815.875732
	Iteration 37Q: 3 clusters Score -560144.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -560147.250000 Penalty: 2815.875732
	Iteration 38Q: 3 clusters Score -560147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -560149.062500 Penalty: 2815.875732
	Iteration 39Q: 3 clusters Score -560149.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -560155.250000 Penalty: 2815.875732
	Iteration 40F: 3 clusters Score -560155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -560161.500000 Penalty: 2815.875732
	Iteration 41Q: 3 clusters Score -560161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -560164.250000 Penalty: 2815.875732
	Iteration 42Q: 3 clusters Score -560164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -560166.187500 Penalty: 2815.875732
	Iteration 43Q: 3 clusters Score -560166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -560169.125000 Penalty: 2815.875732
	Iteration 44Q: 3 clusters Score -560169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -560171.250000 Penalty: 2815.875732
	Iteration 45Q: 3 clusters Score -560171.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -560173.625000 Penalty: 2815.875732
	Iteration 46Q: 3 clusters Score -560173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -560176.500000 Penalty: 2815.875732
	Iteration 47Q: 3 clusters Score -560176.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -560179.562500 Penalty: 2815.875732
	Iteration 48Q: 3 clusters Score -560179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -560182.125000 Penalty: 2815.875732
	Iteration 49Q: 3 clusters Score -560182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -560183.437500 Penalty: 2815.875732
	Iteration 50Q: 3 clusters Score -560183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -560186.625000 Penalty: 2815.875732
	Iteration 51Q: 3 clusters Score -560186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -560188.937500 Penalty: 2815.875732
	Iteration 52Q: 3 clusters Score -560188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -560190.500000 Penalty: 2815.875732
	Iteration 53Q: 3 clusters Score -560190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -560192.875000 Penalty: 2815.875732
	Iteration 54Q: 3 clusters Score -560192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -560194.812500 Penalty: 2815.875732
	Iteration 55Q: 3 clusters Score -560194.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -560194.625000 Penalty: 2815.875732
	Iteration 56Q: 3 clusters Score -560194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -560194.625000 Penalty: 2815.875732
	Iteration 57F: 3 clusters Score -560194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -867824.312500 Penalty: 1475.426514
	Iteration 0F: 2 clusters Score -867824.3 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 4371 members 
Entering Unmasked Estep 
Score: -861432.750000 Penalty: 2950.853027
	Iteration 0F: 3 clusters Score -861432.8 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -863506.625000 Penalty: 2950.853027
	Iteration 1F: 3 clusters Score -863506.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -863819.875000 Penalty: 2950.853027
	Iteration 2F: 3 clusters Score -863819.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -864104.875000 Penalty: 2950.853027
	Iteration 3F: 3 clusters Score -864104.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -864326.750000 Penalty: 2950.853027
	Iteration 4F: 3 clusters Score -864326.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -864557.750000 Penalty: 2950.853027
	Iteration 5Q: 3 clusters Score -864557.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -864791.125000 Penalty: 2950.853027
	Iteration 6Q: 3 clusters Score -864791.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -865025.062500 Penalty: 2950.853027
	Iteration 7Q: 3 clusters Score -865025.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -865253.937500 Penalty: 2950.853027
	Iteration 8Q: 3 clusters Score -865253.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -865476.500000 Penalty: 2950.853027
	Iteration 9Q: 3 clusters Score -865476.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -865700.937500 Penalty: 2950.853027
	Iteration 10Q: 3 clusters Score -865700.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -865898.062500 Penalty: 2950.853027
	Iteration 11Q: 3 clusters Score -865898.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -866061.812500 Penalty: 2950.853027
	Iteration 12Q: 3 clusters Score -866061.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -866205.562500 Penalty: 2950.853027
	Iteration 13Q: 3 clusters Score -866205.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -866314.812500 Penalty: 2950.853027
	Iteration 14Q: 3 clusters Score -866314.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -866407.625000 Penalty: 2950.853027
	Iteration 15Q: 3 clusters Score -866407.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -866473.250000 Penalty: 2950.853027
	Iteration 16Q: 3 clusters Score -866473.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -866537.750000 Penalty: 2950.853027
	Iteration 17Q: 3 clusters Score -866537.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -866603.812500 Penalty: 2950.853027
	Iteration 18Q: 3 clusters Score -866603.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -866654.187500 Penalty: 2950.853027
	Iteration 19Q: 3 clusters Score -866654.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -866696.250000 Penalty: 2950.853027
	Iteration 20F: 3 clusters Score -866696.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -866729.437500 Penalty: 2950.853027
	Iteration 21Q: 3 clusters Score -866729.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -866752.562500 Penalty: 2950.853027
	Iteration 22Q: 3 clusters Score -866752.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -866769.812500 Penalty: 2950.853027
	Iteration 23Q: 3 clusters Score -866769.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -866779.750000 Penalty: 2950.853027
	Iteration 24Q: 3 clusters Score -866779.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -866788.875000 Penalty: 2950.853027
	Iteration 25Q: 3 clusters Score -866788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -866797.562500 Penalty: 2950.853027
	Iteration 26Q: 3 clusters Score -866797.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -866802.500000 Penalty: 2950.853027
	Iteration 27Q: 3 clusters Score -866802.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -866810.375000 Penalty: 2950.853027
	Iteration 28Q: 3 clusters Score -866810.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -866816.750000 Penalty: 2950.853027
	Iteration 29Q: 3 clusters Score -866816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -866823.062500 Penalty: 2950.853027
	Iteration 30Q: 3 clusters Score -866823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -866828.062500 Penalty: 2950.853027
	Iteration 31Q: 3 clusters Score -866828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -866831.562500 Penalty: 2950.853027
	Iteration 32Q: 3 clusters Score -866831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -866832.625000 Penalty: 2950.853027
	Iteration 33Q: 3 clusters Score -866832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -866832.312500 Penalty: 2950.853027
	Iteration 34Q: 3 clusters Score -866832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -866837.625000 Penalty: 2950.853027
	Iteration 35Q: 3 clusters Score -866837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -866838.312500 Penalty: 2950.853027
	Iteration 36Q: 3 clusters Score -866838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -866843.000000 Penalty: 2950.853027
	Iteration 37Q: 3 clusters Score -866843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -866848.000000 Penalty: 2950.853027
	Iteration 38Q: 3 clusters Score -866848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -866851.312500 Penalty: 2950.853027
	Iteration 39Q: 3 clusters Score -866851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -866852.500000 Penalty: 2950.853027
	Iteration 40F: 3 clusters Score -866852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -866852.000000 Penalty: 2950.853027
	Iteration 41Q: 3 clusters Score -866852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -866852.125000 Penalty: 2950.853027
	Iteration 42Q: 3 clusters Score -866852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -866855.500000 Penalty: 2950.853027
	Iteration 43Q: 3 clusters Score -866855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -866857.125000 Penalty: 2950.853027
	Iteration 44Q: 3 clusters Score -866857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -866857.687500 Penalty: 2950.853027
	Iteration 45Q: 3 clusters Score -866857.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -866857.687500 Penalty: 2950.853027
	Iteration 46F: 3 clusters Score -866857.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Entering Unmasked Estep 
Score: -1813503.750000 Penalty: 1594.819458
	Iteration 0F: 2 clusters Score -1813504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1801060.750000 Penalty: 3189.638916
	Iteration 0F: 3 clusters Score -1801061 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1805370.500000 Penalty: 3189.638916
	Iteration 1F: 3 clusters Score -1805370 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1805650.625000 Penalty: 3189.638916
	Iteration 2Q: 3 clusters Score -1805651 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1805895.000000 Penalty: 3189.638916
	Iteration 3Q: 3 clusters Score -1805895 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1806081.625000 Penalty: 3189.638916
	Iteration 4Q: 3 clusters Score -1806082 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1806241.500000 Penalty: 3189.638916
	Iteration 5Q: 3 clusters Score -1806242 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1806384.875000 Penalty: 3189.638916
	Iteration 6Q: 3 clusters Score -1806385 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1806504.125000 Penalty: 3189.638916
	Iteration 7Q: 3 clusters Score -1806504 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1806622.750000 Penalty: 3189.638916
	Iteration 8Q: 3 clusters Score -1806623 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1806705.875000 Penalty: 3189.638916
	Iteration 9Q: 3 clusters Score -1806706 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1806782.625000 Penalty: 3189.638916
	Iteration 10Q: 3 clusters Score -1806783 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1806854.500000 Penalty: 3189.638916
	Iteration 11Q: 3 clusters Score -1806854 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1806928.875000 Penalty: 3189.638916
	Iteration 12Q: 3 clusters Score -1806929 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1807018.875000 Penalty: 3189.638916
	Iteration 13Q: 3 clusters Score -1807019 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1807121.750000 Penalty: 3189.638916
	Iteration 14Q: 3 clusters Score -1807122 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1807240.500000 Penalty: 3189.638916
	Iteration 15Q: 3 clusters Score -1807240 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1807421.750000 Penalty: 3189.638916
	Iteration 16Q: 3 clusters Score -1807422 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1807672.875000 Penalty: 3189.638916
	Iteration 17Q: 3 clusters Score -1807673 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1808042.875000 Penalty: 3189.638916
	Iteration 18Q: 3 clusters Score -1808043 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1808588.875000 Penalty: 3189.638916
	Iteration 19Q: 3 clusters Score -1808589 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1809288.875000 Penalty: 3189.638916
	Iteration 20F: 3 clusters Score -1809289 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1810171.375000 Penalty: 3189.638916
	Iteration 21F: 3 clusters Score -1810171 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1810966.625000 Penalty: 3189.638916
	Iteration 22F: 3 clusters Score -1810967 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1811491.000000 Penalty: 3189.638916
	Iteration 23Q: 3 clusters Score -1811491 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1811810.500000 Penalty: 3189.638916
	Iteration 24Q: 3 clusters Score -1811810 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1811977.250000 Penalty: 3189.638916
	Iteration 25Q: 3 clusters Score -1811977 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -1812096.625000 Penalty: 3189.638916
	Iteration 26Q: 3 clusters Score -1812097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1812154.500000 Penalty: 3189.638916
	Iteration 27Q: 3 clusters Score -1812154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -1812182.875000 Penalty: 3189.638916
	Iteration 28Q: 3 clusters Score -1812183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1812213.000000 Penalty: 3189.638916
	Iteration 29Q: 3 clusters Score -1812213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1812225.750000 Penalty: 3189.638916
	Iteration 30Q: 3 clusters Score -1812226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1812238.875000 Penalty: 3189.638916
	Iteration 31Q: 3 clusters Score -1812239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1812247.500000 Penalty: 3189.638916
	Iteration 32Q: 3 clusters Score -1812248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1812254.750000 Penalty: 3189.638916
	Iteration 33Q: 3 clusters Score -1812255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1812261.500000 Penalty: 3189.638916
	Iteration 34Q: 3 clusters Score -1812262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1812266.000000 Penalty: 3189.638916
	Iteration 35Q: 3 clusters Score -1812266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1812268.125000 Penalty: 3189.638916
	Iteration 36Q: 3 clusters Score -1812268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1812267.500000 Penalty: 3189.638916
	Iteration 37Q: 3 clusters Score -1812268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1812267.500000 Penalty: 3189.638916
	Iteration 38F: 3 clusters Score -1812268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -377030.937500 Penalty: 1346.559692
	Iteration 0F: 2 clusters Score -377030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -373704.437500 Penalty: 2693.119385
	Iteration 0F: 3 clusters Score -373704.4 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -374670.281250 Penalty: 2693.119385
	Iteration 1F: 3 clusters Score -374670.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -374883.906250 Penalty: 2693.119385
	Iteration 2F: 3 clusters Score -374883.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -375034.000000 Penalty: 2693.119385
	Iteration 3F: 3 clusters Score -375034 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -375161.531250 Penalty: 2693.119385
	Iteration 4Q: 3 clusters Score -375161.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -375283.875000 Penalty: 2693.119385
	Iteration 5Q: 3 clusters Score -375283.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -375391.406250 Penalty: 2693.119385
	Iteration 6Q: 3 clusters Score -375391.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -375473.218750 Penalty: 2693.119385
	Iteration 7Q: 3 clusters Score -375473.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -375537.156250 Penalty: 2693.119385
	Iteration 8Q: 3 clusters Score -375537.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -375589.687500 Penalty: 2693.119385
	Iteration 9Q: 3 clusters Score -375589.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -375636.937500 Penalty: 2693.119385
	Iteration 10Q: 3 clusters Score -375636.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -375683.843750 Penalty: 2693.119385
	Iteration 11Q: 3 clusters Score -375683.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -375729.750000 Penalty: 2693.119385
	Iteration 12Q: 3 clusters Score -375729.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -375767.468750 Penalty: 2693.119385
	Iteration 13Q: 3 clusters Score -375767.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -375786.843750 Penalty: 2693.119385
	Iteration 14Q: 3 clusters Score -375786.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -375803.343750 Penalty: 2693.119385
	Iteration 15Q: 3 clusters Score -375803.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -375814.968750 Penalty: 2693.119385
	Iteration 16Q: 3 clusters Score -375815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -375823.343750 Penalty: 2693.119385
	Iteration 17Q: 3 clusters Score -375823.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -375833.000000 Penalty: 2693.119385
	Iteration 18Q: 3 clusters Score -375833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -375839.718750 Penalty: 2693.119385
	Iteration 19Q: 3 clusters Score -375839.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -375845.343750 Penalty: 2693.119385
	Iteration 20F: 3 clusters Score -375845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -375847.500000 Penalty: 2693.119385
	Iteration 21Q: 3 clusters Score -375847.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -375850.250000 Penalty: 2693.119385
	Iteration 22Q: 3 clusters Score -375850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -375852.187500 Penalty: 2693.119385
	Iteration 23Q: 3 clusters Score -375852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -375854.031250 Penalty: 2693.119385
	Iteration 24Q: 3 clusters Score -375854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -375855.562500 Penalty: 2693.119385
	Iteration 25Q: 3 clusters Score -375855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -375856.906250 Penalty: 2693.119385
	Iteration 26Q: 3 clusters Score -375856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -375857.687500 Penalty: 2693.119385
	Iteration 27Q: 3 clusters Score -375857.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -375858.343750 Penalty: 2693.119385
	Iteration 28Q: 3 clusters Score -375858.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -375860.437500 Penalty: 2693.119385
	Iteration 29Q: 3 clusters Score -375860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -375865.156250 Penalty: 2693.119385
	Iteration 30Q: 3 clusters Score -375865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -375867.656250 Penalty: 2693.119385
	Iteration 31Q: 3 clusters Score -375867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -375870.218750 Penalty: 2693.119385
	Iteration 32Q: 3 clusters Score -375870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -375873.468750 Penalty: 2693.119385
	Iteration 33Q: 3 clusters Score -375873.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -375876.968750 Penalty: 2693.119385
	Iteration 34Q: 3 clusters Score -375877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -375879.312500 Penalty: 2693.119385
	Iteration 35Q: 3 clusters Score -375879.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -375880.656250 Penalty: 2693.119385
	Iteration 36Q: 3 clusters Score -375880.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -375882.218750 Penalty: 2693.119385
	Iteration 37Q: 3 clusters Score -375882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -375884.000000 Penalty: 2693.119385
	Iteration 38Q: 3 clusters Score -375884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -375885.875000 Penalty: 2693.119385
	Iteration 39Q: 3 clusters Score -375885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -375885.906250 Penalty: 2693.119385
	Iteration 40F: 3 clusters Score -375885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -375887.906250 Penalty: 2693.119385
	Iteration 41Q: 3 clusters Score -375887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -375888.281250 Penalty: 2693.119385
	Iteration 42Q: 3 clusters Score -375888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -375888.906250 Penalty: 2693.119385
	Iteration 43Q: 3 clusters Score -375888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -375889.281250 Penalty: 2693.119385
	Iteration 44Q: 3 clusters Score -375889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -375890.843750 Penalty: 2693.119385
	Iteration 45Q: 3 clusters Score -375890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -375891.156250 Penalty: 2693.119385
	Iteration 46Q: 3 clusters Score -375891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -375891.687500 Penalty: 2693.119385
	Iteration 47Q: 3 clusters Score -375891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -375893.125000 Penalty: 2693.119385
	Iteration 48Q: 3 clusters Score -375893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -375893.406250 Penalty: 2693.119385
	Iteration 49Q: 3 clusters Score -375893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -375895.000000 Penalty: 2693.119385
	Iteration 50Q: 3 clusters Score -375895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -375895.062500 Penalty: 2693.119385
	Iteration 51Q: 3 clusters Score -375895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -375896.500000 Penalty: 2693.119385
	Iteration 52Q: 3 clusters Score -375896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -375897.656250 Penalty: 2693.119385
	Iteration 53Q: 3 clusters Score -375897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -375897.968750 Penalty: 2693.119385
	Iteration 54Q: 3 clusters Score -375898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -375898.656250 Penalty: 2693.119385
	Iteration 55Q: 3 clusters Score -375898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -375898.531250 Penalty: 2693.119385
	Iteration 56Q: 3 clusters Score -375898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -375899.406250 Penalty: 2693.119385
	Iteration 57Q: 3 clusters Score -375899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -375898.750000 Penalty: 2693.119385
	Iteration 58Q: 3 clusters Score -375898.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -375898.750000 Penalty: 2693.119385
	Iteration 59F: 3 clusters Score -375898.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -74991.070312 Penalty: 1106.468872
	Iteration 0F: 2 clusters Score -74991.07 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 449 members 
Entering Unmasked Estep 
Score: -73636.468750 Penalty: 2212.937744
	Iteration 0F: 3 clusters Score -73636.47 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73901.320312 Penalty: 2212.937744
	Iteration 1F: 3 clusters Score -73901.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73978.132812 Penalty: 2212.937744
	Iteration 2F: 3 clusters Score -73978.13 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -74046.046875 Penalty: 2212.937744
	Iteration 3Q: 3 clusters Score -74046.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -74124.546875 Penalty: 2212.937744
	Iteration 4Q: 3 clusters Score -74124.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74205.695312 Penalty: 2212.937744
	Iteration 5Q: 3 clusters Score -74205.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74236.218750 Penalty: 2212.937744
	Iteration 6Q: 3 clusters Score -74236.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -74301.328125 Penalty: 2212.937744
	Iteration 7Q: 3 clusters Score -74301.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -74335.351562 Penalty: 2212.937744
	Iteration 8Q: 3 clusters Score -74335.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -74354.984375 Penalty: 2212.937744
	Iteration 9Q: 3 clusters Score -74354.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -74382.242188 Penalty: 2212.937744
	Iteration 10Q: 3 clusters Score -74382.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -74406.531250 Penalty: 2212.937744
	Iteration 11Q: 3 clusters Score -74406.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -74425.203125 Penalty: 2212.937744
	Iteration 12Q: 3 clusters Score -74425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -74434.484375 Penalty: 2212.937744
	Iteration 13Q: 3 clusters Score -74434.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -74441.484375 Penalty: 2212.937744
	Iteration 14Q: 3 clusters Score -74441.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -74454.281250 Penalty: 2212.937744
	Iteration 15Q: 3 clusters Score -74454.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -74470.921875 Penalty: 2212.937744
	Iteration 16Q: 3 clusters Score -74470.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74475.921875 Penalty: 2212.937744
	Iteration 17Q: 3 clusters Score -74475.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74477.414062 Penalty: 2212.937744
	Iteration 18Q: 3 clusters Score -74477.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -74478.531250 Penalty: 2212.937744
	Iteration 19Q: 3 clusters Score -74478.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -74479.781250 Penalty: 2212.937744
	Iteration 20F: 3 clusters Score -74479.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74480.671875 Penalty: 2212.937744
	Iteration 21Q: 3 clusters Score -74480.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -74481.906250 Penalty: 2212.937744
	Iteration 22Q: 3 clusters Score -74481.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74484.578125 Penalty: 2212.937744
	Iteration 23Q: 3 clusters Score -74484.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -74484.578125 Penalty: 2212.937744
	Iteration 24F: 3 clusters Score -74484.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -625123.500000 Penalty: 1429.208252
	Iteration 0F: 2 clusters Score -625123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -620099.125000 Penalty: 2858.416504
	Iteration 0F: 3 clusters Score -620099.1 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -621679.187500 Penalty: 2858.416504
	Iteration 1F: 3 clusters Score -621679.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -621910.437500 Penalty: 2858.416504
	Iteration 2F: 3 clusters Score -621910.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -622091.687500 Penalty: 2858.416504
	Iteration 3F: 3 clusters Score -622091.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -622273.687500 Penalty: 2858.416504
	Iteration 4Q: 3 clusters Score -622273.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -622442.125000 Penalty: 2858.416504
	Iteration 5Q: 3 clusters Score -622442.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -622592.812500 Penalty: 2858.416504
	Iteration 6Q: 3 clusters Score -622592.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -622758.562500 Penalty: 2858.416504
	Iteration 7Q: 3 clusters Score -622758.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -622916.937500 Penalty: 2858.416504
	Iteration 8Q: 3 clusters Score -622916.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -623072.062500 Penalty: 2858.416504
	Iteration 9Q: 3 clusters Score -623072.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -623222.000000 Penalty: 2858.416504
	Iteration 10Q: 3 clusters Score -623222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -623346.500000 Penalty: 2858.416504
	Iteration 11Q: 3 clusters Score -623346.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -623458.875000 Penalty: 2858.416504
	Iteration 12Q: 3 clusters Score -623458.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -623557.312500 Penalty: 2858.416504
	Iteration 13Q: 3 clusters Score -623557.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -623641.937500 Penalty: 2858.416504
	Iteration 14Q: 3 clusters Score -623641.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -623730.562500 Penalty: 2858.416504
	Iteration 15Q: 3 clusters Score -623730.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -623831.375000 Penalty: 2858.416504
	Iteration 16Q: 3 clusters Score -623831.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -623927.812500 Penalty: 2858.416504
	Iteration 17Q: 3 clusters Score -623927.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -624017.687500 Penalty: 2858.416504
	Iteration 18Q: 3 clusters Score -624017.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -624089.375000 Penalty: 2858.416504
	Iteration 19Q: 3 clusters Score -624089.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -624147.312500 Penalty: 2858.416504
	Iteration 20F: 3 clusters Score -624147.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -624188.500000 Penalty: 2858.416504
	Iteration 21Q: 3 clusters Score -624188.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -624216.500000 Penalty: 2858.416504
	Iteration 22Q: 3 clusters Score -624216.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -624242.625000 Penalty: 2858.416504
	Iteration 23Q: 3 clusters Score -624242.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -624265.875000 Penalty: 2858.416504
	Iteration 24Q: 3 clusters Score -624265.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -624282.687500 Penalty: 2858.416504
	Iteration 25Q: 3 clusters Score -624282.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -624297.937500 Penalty: 2858.416504
	Iteration 26Q: 3 clusters Score -624297.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -624316.062500 Penalty: 2858.416504
	Iteration 27Q: 3 clusters Score -624316.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -624333.437500 Penalty: 2858.416504
	Iteration 28Q: 3 clusters Score -624333.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -624347.062500 Penalty: 2858.416504
	Iteration 29Q: 3 clusters Score -624347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -624356.375000 Penalty: 2858.416504
	Iteration 30Q: 3 clusters Score -624356.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -624365.812500 Penalty: 2858.416504
	Iteration 31Q: 3 clusters Score -624365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -624369.562500 Penalty: 2858.416504
	Iteration 32Q: 3 clusters Score -624369.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -624375.500000 Penalty: 2858.416504
	Iteration 33Q: 3 clusters Score -624375.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -624382.187500 Penalty: 2858.416504
	Iteration 34Q: 3 clusters Score -624382.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -624383.625000 Penalty: 2858.416504
	Iteration 35Q: 3 clusters Score -624383.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -624389.187500 Penalty: 2858.416504
	Iteration 36Q: 3 clusters Score -624389.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -624393.875000 Penalty: 2858.416504
	Iteration 37Q: 3 clusters Score -624393.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -624399.500000 Penalty: 2858.416504
	Iteration 38Q: 3 clusters Score -624399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -624406.625000 Penalty: 2858.416504
	Iteration 39Q: 3 clusters Score -624406.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -624419.187500 Penalty: 2858.416504
	Iteration 40F: 3 clusters Score -624419.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -624431.500000 Penalty: 2858.416504
	Iteration 41Q: 3 clusters Score -624431.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -624444.312500 Penalty: 2858.416504
	Iteration 42Q: 3 clusters Score -624444.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -624456.125000 Penalty: 2858.416504
	Iteration 43Q: 3 clusters Score -624456.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -624465.687500 Penalty: 2858.416504
	Iteration 44Q: 3 clusters Score -624465.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -624475.250000 Penalty: 2858.416504
	Iteration 45Q: 3 clusters Score -624475.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -624486.875000 Penalty: 2858.416504
	Iteration 46Q: 3 clusters Score -624486.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -624501.312500 Penalty: 2858.416504
	Iteration 47Q: 3 clusters Score -624501.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -624511.687500 Penalty: 2858.416504
	Iteration 48Q: 3 clusters Score -624511.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -624519.750000 Penalty: 2858.416504
	Iteration 49Q: 3 clusters Score -624519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -624525.687500 Penalty: 2858.416504
	Iteration 50Q: 3 clusters Score -624525.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -624531.562500 Penalty: 2858.416504
	Iteration 51Q: 3 clusters Score -624531.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -624535.625000 Penalty: 2858.416504
	Iteration 52Q: 3 clusters Score -624535.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -624537.875000 Penalty: 2858.416504
	Iteration 53Q: 3 clusters Score -624537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -624542.125000 Penalty: 2858.416504
	Iteration 54Q: 3 clusters Score -624542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -624545.000000 Penalty: 2858.416504
	Iteration 55Q: 3 clusters Score -624545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -624546.687500 Penalty: 2858.416504
	Iteration 56Q: 3 clusters Score -624546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -624548.562500 Penalty: 2858.416504
	Iteration 57Q: 3 clusters Score -624548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -624548.812500 Penalty: 2858.416504
	Iteration 58Q: 3 clusters Score -624548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -624551.187500 Penalty: 2858.416504
	Iteration 59Q: 3 clusters Score -624551.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -624551.750000 Penalty: 2858.416504
	Iteration 60F: 3 clusters Score -624551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -624552.250000 Penalty: 2858.416504
	Iteration 61Q: 3 clusters Score -624552.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -624552.812500 Penalty: 2858.416504
	Iteration 62Q: 3 clusters Score -624552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -624552.500000 Penalty: 2858.416504
	Iteration 63Q: 3 clusters Score -624552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -624552.500000 Penalty: 2858.416504
	Iteration 64F: 3 clusters Score -624552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -432545.156250 Penalty: 1379.328613
	Iteration 0F: 2 clusters Score -432545.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -428638.750000 Penalty: 2758.657227
	Iteration 0F: 3 clusters Score -428638.8 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -429722.812500 Penalty: 2758.657227
	Iteration 1F: 3 clusters Score -429722.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -429909.125000 Penalty: 2758.657227
	Iteration 2F: 3 clusters Score -429909.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -430036.437500 Penalty: 2758.657227
	Iteration 3Q: 3 clusters Score -430036.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -430158.468750 Penalty: 2758.657227
	Iteration 4Q: 3 clusters Score -430158.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -430284.906250 Penalty: 2758.657227
	Iteration 5Q: 3 clusters Score -430284.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -430410.968750 Penalty: 2758.657227
	Iteration 6Q: 3 clusters Score -430411 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -430493.906250 Penalty: 2758.657227
	Iteration 7Q: 3 clusters Score -430493.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -430553.500000 Penalty: 2758.657227
	Iteration 8Q: 3 clusters Score -430553.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -430608.343750 Penalty: 2758.657227
	Iteration 9Q: 3 clusters Score -430608.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -430656.656250 Penalty: 2758.657227
	Iteration 10Q: 3 clusters Score -430656.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -430701.500000 Penalty: 2758.657227
	Iteration 11Q: 3 clusters Score -430701.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -430737.750000 Penalty: 2758.657227
	Iteration 12Q: 3 clusters Score -430737.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -430769.562500 Penalty: 2758.657227
	Iteration 13Q: 3 clusters Score -430769.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -430801.468750 Penalty: 2758.657227
	Iteration 14Q: 3 clusters Score -430801.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -430837.750000 Penalty: 2758.657227
	Iteration 15Q: 3 clusters Score -430837.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -430870.687500 Penalty: 2758.657227
	Iteration 16Q: 3 clusters Score -430870.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -430906.812500 Penalty: 2758.657227
	Iteration 17Q: 3 clusters Score -430906.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -430936.500000 Penalty: 2758.657227
	Iteration 18Q: 3 clusters Score -430936.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -430968.093750 Penalty: 2758.657227
	Iteration 19Q: 3 clusters Score -430968.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -431001.687500 Penalty: 2758.657227
	Iteration 20F: 3 clusters Score -431001.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -431038.625000 Penalty: 2758.657227
	Iteration 21Q: 3 clusters Score -431038.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -431077.218750 Penalty: 2758.657227
	Iteration 22Q: 3 clusters Score -431077.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -431112.218750 Penalty: 2758.657227
	Iteration 23Q: 3 clusters Score -431112.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -431141.656250 Penalty: 2758.657227
	Iteration 24Q: 3 clusters Score -431141.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -431165.718750 Penalty: 2758.657227
	Iteration 25Q: 3 clusters Score -431165.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -431183.281250 Penalty: 2758.657227
	Iteration 26Q: 3 clusters Score -431183.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -431200.406250 Penalty: 2758.657227
	Iteration 27Q: 3 clusters Score -431200.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -431228.000000 Penalty: 2758.657227
	Iteration 28Q: 3 clusters Score -431228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -431252.125000 Penalty: 2758.657227
	Iteration 29Q: 3 clusters Score -431252.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -431279.531250 Penalty: 2758.657227
	Iteration 30Q: 3 clusters Score -431279.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -431297.593750 Penalty: 2758.657227
	Iteration 31Q: 3 clusters Score -431297.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -431311.500000 Penalty: 2758.657227
	Iteration 32Q: 3 clusters Score -431311.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -431329.000000 Penalty: 2758.657227
	Iteration 33Q: 3 clusters Score -431329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -431344.968750 Penalty: 2758.657227
	Iteration 34Q: 3 clusters Score -431345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -431365.531250 Penalty: 2758.657227
	Iteration 35Q: 3 clusters Score -431365.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -431385.781250 Penalty: 2758.657227
	Iteration 36Q: 3 clusters Score -431385.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -431405.500000 Penalty: 2758.657227
	Iteration 37Q: 3 clusters Score -431405.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -431423.375000 Penalty: 2758.657227
	Iteration 38Q: 3 clusters Score -431423.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -431440.156250 Penalty: 2758.657227
	Iteration 39Q: 3 clusters Score -431440.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -431453.437500 Penalty: 2758.657227
	Iteration 40F: 3 clusters Score -431453.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -431466.218750 Penalty: 2758.657227
	Iteration 41Q: 3 clusters Score -431466.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -431479.125000 Penalty: 2758.657227
	Iteration 42Q: 3 clusters Score -431479.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -431492.781250 Penalty: 2758.657227
	Iteration 43Q: 3 clusters Score -431492.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -431503.843750 Penalty: 2758.657227
	Iteration 44Q: 3 clusters Score -431503.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -431512.375000 Penalty: 2758.657227
	Iteration 45Q: 3 clusters Score -431512.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -431521.125000 Penalty: 2758.657227
	Iteration 46Q: 3 clusters Score -431521.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -431531.781250 Penalty: 2758.657227
	Iteration 47Q: 3 clusters Score -431531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -431543.937500 Penalty: 2758.657227
	Iteration 48Q: 3 clusters Score -431543.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -431557.062500 Penalty: 2758.657227
	Iteration 49Q: 3 clusters Score -431557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -431569.750000 Penalty: 2758.657227
	Iteration 50Q: 3 clusters Score -431569.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -431588.000000 Penalty: 2758.657227
	Iteration 51Q: 3 clusters Score -431588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -431611.437500 Penalty: 2758.657227
	Iteration 52Q: 3 clusters Score -431611.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -431635.500000 Penalty: 2758.657227
	Iteration 53Q: 3 clusters Score -431635.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -431652.125000 Penalty: 2758.657227
	Iteration 54Q: 3 clusters Score -431652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -431668.968750 Penalty: 2758.657227
	Iteration 55Q: 3 clusters Score -431669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -431676.812500 Penalty: 2758.657227
	Iteration 56Q: 3 clusters Score -431676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -431681.687500 Penalty: 2758.657227
	Iteration 57Q: 3 clusters Score -431681.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -431684.781250 Penalty: 2758.657227
	Iteration 58Q: 3 clusters Score -431684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -431686.468750 Penalty: 2758.657227
	Iteration 59Q: 3 clusters Score -431686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -431688.937500 Penalty: 2758.657227
	Iteration 60F: 3 clusters Score -431688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -431691.843750 Penalty: 2758.657227
	Iteration 61Q: 3 clusters Score -431691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -431694.843750 Penalty: 2758.657227
	Iteration 62Q: 3 clusters Score -431694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -431696.281250 Penalty: 2758.657227
	Iteration 63Q: 3 clusters Score -431696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -431698.250000 Penalty: 2758.657227
	Iteration 64Q: 3 clusters Score -431698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -431698.968750 Penalty: 2758.657227
	Iteration 65Q: 3 clusters Score -431699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -431699.156250 Penalty: 2758.657227
	Iteration 66Q: 3 clusters Score -431699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -431700.656250 Penalty: 2758.657227
	Iteration 67Q: 3 clusters Score -431700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -431700.906250 Penalty: 2758.657227
	Iteration 68Q: 3 clusters Score -431700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -431703.312500 Penalty: 2758.657227
	Iteration 69Q: 3 clusters Score -431703.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -431704.781250 Penalty: 2758.657227
	Iteration 70Q: 3 clusters Score -431704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -431706.125000 Penalty: 2758.657227
	Iteration 71Q: 3 clusters Score -431706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -431707.406250 Penalty: 2758.657227
	Iteration 72Q: 3 clusters Score -431707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -431707.937500 Penalty: 2758.657227
	Iteration 73Q: 3 clusters Score -431707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -431710.093750 Penalty: 2758.657227
	Iteration 74Q: 3 clusters Score -431710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -431711.843750 Penalty: 2758.657227
	Iteration 75Q: 3 clusters Score -431711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -431714.406250 Penalty: 2758.657227
	Iteration 76Q: 3 clusters Score -431714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -431714.531250 Penalty: 2758.657227
	Iteration 77Q: 3 clusters Score -431714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -431716.031250 Penalty: 2758.657227
	Iteration 78Q: 3 clusters Score -431716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -431716.625000 Penalty: 2758.657227
	Iteration 79Q: 3 clusters Score -431716.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -431717.781250 Penalty: 2758.657227
	Iteration 80F: 3 clusters Score -431717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -431718.625000 Penalty: 2758.657227
	Iteration 81Q: 3 clusters Score -431718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -431719.312500 Penalty: 2758.657227
	Iteration 82Q: 3 clusters Score -431719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -431719.437500 Penalty: 2758.657227
	Iteration 83Q: 3 clusters Score -431719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -431719.437500 Penalty: 2758.657227
	Iteration 84F: 3 clusters Score -431719.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (107073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Entering Unmasked Estep 
Score: -10612158.000000 Penalty: 1881.955811
	Iteration 0F: 2 clusters Score -1.061216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -10541098.000000 Penalty: 3763.911621
	Iteration 0F: 3 clusters Score -1.05411e+07 nChanged 51341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -10571243.000000 Penalty: 3763.911621
	Iteration 1F: 3 clusters Score -1.057124e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -10572259.000000 Penalty: 3763.911621
	Iteration 2Q: 3 clusters Score -1.057226e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -10573722.000000 Penalty: 3763.911621
	Iteration 3Q: 3 clusters Score -1.057372e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -10576084.000000 Penalty: 3763.911621
	Iteration 4Q: 3 clusters Score -1.057608e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -10579999.000000 Penalty: 3763.911621
	Iteration 5F: 3 clusters Score -1.058e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -10585813.000000 Penalty: 3763.911621
	Iteration 6F: 3 clusters Score -1.058581e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -10592539.000000 Penalty: 3763.911621
	Iteration 7F: 3 clusters Score -1.059254e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -10598395.000000 Penalty: 3763.911621
	Iteration 8F: 3 clusters Score -1.05984e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -10602935.000000 Penalty: 3763.911621
	Iteration 9F: 3 clusters Score -1.060294e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -10605876.000000 Penalty: 3763.911621
	Iteration 10Q: 3 clusters Score -1.060588e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -10607821.000000 Penalty: 3763.911621
	Iteration 11Q: 3 clusters Score -1.060782e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10608953.000000 Penalty: 3763.911621
	Iteration 12Q: 3 clusters Score -1.060895e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10609630.000000 Penalty: 3763.911621
	Iteration 13Q: 3 clusters Score -1.060963e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10610052.000000 Penalty: 3763.911621
	Iteration 14Q: 3 clusters Score -1.061005e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10610276.000000 Penalty: 3763.911621
	Iteration 15Q: 3 clusters Score -1.061028e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10610382.000000 Penalty: 3763.911621
	Iteration 16Q: 3 clusters Score -1.061038e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10610448.000000 Penalty: 3763.911621
	Iteration 17Q: 3 clusters Score -1.061045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10610484.000000 Penalty: 3763.911621
	Iteration 18Q: 3 clusters Score -1.061048e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106625 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10610518.000000 Penalty: 3763.911621
	Iteration 19Q: 3 clusters Score -1.061052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10610529.000000 Penalty: 3763.911621
	Iteration 20F: 3 clusters Score -1.061053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10610526.000000 Penalty: 3763.911621
	Iteration 21Q: 3 clusters Score -1.061053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10610535.000000 Penalty: 3763.911621
	Iteration 22Q: 3 clusters Score -1.061054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10610534.000000 Penalty: 3763.911621
	Iteration 23Q: 3 clusters Score -1.061053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106657 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10610542.000000 Penalty: 3763.911621
	Iteration 24Q: 3 clusters Score -1.061054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10610551.000000 Penalty: 3763.911621
	Iteration 25Q: 3 clusters Score -1.061055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106663 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10610552.000000 Penalty: 3763.911621
	Iteration 26Q: 3 clusters Score -1.061055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10610556.000000 Penalty: 3763.911621
	Iteration 27Q: 3 clusters Score -1.061056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10610564.000000 Penalty: 3763.911621
	Iteration 28Q: 3 clusters Score -1.061056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10610560.000000 Penalty: 3763.911621
	Iteration 29Q: 3 clusters Score -1.061056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10610568.000000 Penalty: 3763.911621
	Iteration 30Q: 3 clusters Score -1.061057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10610563.000000 Penalty: 3763.911621
	Iteration 31Q: 3 clusters Score -1.061056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10610562.000000 Penalty: 3763.911621
	Iteration 32Q: 3 clusters Score -1.061056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10610567.000000 Penalty: 3763.911621
	Iteration 33Q: 3 clusters Score -1.061057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10610577.000000 Penalty: 3763.911621
	Iteration 34Q: 3 clusters Score -1.061058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10610579.000000 Penalty: 3763.911621
	Iteration 35Q: 3 clusters Score -1.061058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10610584.000000 Penalty: 3763.911621
	Iteration 36Q: 3 clusters Score -1.061058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10610588.000000 Penalty: 3763.911621
	Iteration 37Q: 3 clusters Score -1.061059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10610588.000000 Penalty: 3763.911621
	Iteration 38F: 3 clusters Score -1.061059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Entering Unmasked Estep 
Score: -1545452.000000 Penalty: 1570.218018
	Iteration 0F: 2 clusters Score -1545452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1534539.375000 Penalty: 3140.436035
	Iteration 0F: 3 clusters Score -1534539 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1538277.625000 Penalty: 3140.436035
	Iteration 1F: 3 clusters Score -1538278 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1538559.000000 Penalty: 3140.436035
	Iteration 2F: 3 clusters Score -1538559 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1538801.875000 Penalty: 3140.436035
	Iteration 3Q: 3 clusters Score -1538802 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1539008.000000 Penalty: 3140.436035
	Iteration 4Q: 3 clusters Score -1539008 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1539224.000000 Penalty: 3140.436035
	Iteration 5Q: 3 clusters Score -1539224 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1539493.500000 Penalty: 3140.436035
	Iteration 6Q: 3 clusters Score -1539494 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1539813.250000 Penalty: 3140.436035
	Iteration 7Q: 3 clusters Score -1539813 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1540196.125000 Penalty: 3140.436035
	Iteration 8Q: 3 clusters Score -1540196 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1540678.000000 Penalty: 3140.436035
	Iteration 9Q: 3 clusters Score -1540678 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1541300.125000 Penalty: 3140.436035
	Iteration 10F: 3 clusters Score -1541300 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1542003.625000 Penalty: 3140.436035
	Iteration 11Q: 3 clusters Score -1542004 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1542696.000000 Penalty: 3140.436035
	Iteration 12Q: 3 clusters Score -1542696 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1543175.375000 Penalty: 3140.436035
	Iteration 13Q: 3 clusters Score -1543175 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1543405.000000 Penalty: 3140.436035
	Iteration 14Q: 3 clusters Score -1543405 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1543509.625000 Penalty: 3140.436035
	Iteration 15Q: 3 clusters Score -1543510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1543563.250000 Penalty: 3140.436035
	Iteration 16Q: 3 clusters Score -1543563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1543593.375000 Penalty: 3140.436035
	Iteration 17Q: 3 clusters Score -1543593 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1543615.750000 Penalty: 3140.436035
	Iteration 18Q: 3 clusters Score -1543616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1543638.625000 Penalty: 3140.436035
	Iteration 19Q: 3 clusters Score -1543639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1543661.875000 Penalty: 3140.436035
	Iteration 20F: 3 clusters Score -1543662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1543672.250000 Penalty: 3140.436035
	Iteration 21Q: 3 clusters Score -1543672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1543682.000000 Penalty: 3140.436035
	Iteration 22Q: 3 clusters Score -1543682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1543690.250000 Penalty: 3140.436035
	Iteration 23Q: 3 clusters Score -1543690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1543691.125000 Penalty: 3140.436035
	Iteration 24Q: 3 clusters Score -1543691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1543698.500000 Penalty: 3140.436035
	Iteration 25Q: 3 clusters Score -1543698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1543706.000000 Penalty: 3140.436035
	Iteration 26Q: 3 clusters Score -1543706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1543710.000000 Penalty: 3140.436035
	Iteration 27Q: 3 clusters Score -1543710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1543719.125000 Penalty: 3140.436035
	Iteration 28Q: 3 clusters Score -1543719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1543723.750000 Penalty: 3140.436035
	Iteration 29Q: 3 clusters Score -1543724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1543731.750000 Penalty: 3140.436035
	Iteration 30Q: 3 clusters Score -1543732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1543738.625000 Penalty: 3140.436035
	Iteration 31Q: 3 clusters Score -1543739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1543745.875000 Penalty: 3140.436035
	Iteration 32Q: 3 clusters Score -1543746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1543757.875000 Penalty: 3140.436035
	Iteration 33Q: 3 clusters Score -1543758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1543765.125000 Penalty: 3140.436035
	Iteration 34Q: 3 clusters Score -1543765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1543778.875000 Penalty: 3140.436035
	Iteration 35Q: 3 clusters Score -1543779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1543785.875000 Penalty: 3140.436035
	Iteration 36Q: 3 clusters Score -1543786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1543796.000000 Penalty: 3140.436035
	Iteration 37Q: 3 clusters Score -1543796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1543800.625000 Penalty: 3140.436035
	Iteration 38Q: 3 clusters Score -1543801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1543809.500000 Penalty: 3140.436035
	Iteration 39Q: 3 clusters Score -1543810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1543813.000000 Penalty: 3140.436035
	Iteration 40F: 3 clusters Score -1543813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1543822.500000 Penalty: 3140.436035
	Iteration 41Q: 3 clusters Score -1543822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1543828.500000 Penalty: 3140.436035
	Iteration 42Q: 3 clusters Score -1543828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1543835.000000 Penalty: 3140.436035
	Iteration 43Q: 3 clusters Score -1543835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1543847.375000 Penalty: 3140.436035
	Iteration 44Q: 3 clusters Score -1543847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1543855.375000 Penalty: 3140.436035
	Iteration 45Q: 3 clusters Score -1543855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1543859.625000 Penalty: 3140.436035
	Iteration 46Q: 3 clusters Score -1543860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1543867.875000 Penalty: 3140.436035
	Iteration 47Q: 3 clusters Score -1543868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1543876.000000 Penalty: 3140.436035
	Iteration 48Q: 3 clusters Score -1543876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1543886.500000 Penalty: 3140.436035
	Iteration 49Q: 3 clusters Score -1543886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1543894.375000 Penalty: 3140.436035
	Iteration 50Q: 3 clusters Score -1543894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1543904.250000 Penalty: 3140.436035
	Iteration 51Q: 3 clusters Score -1543904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1543915.125000 Penalty: 3140.436035
	Iteration 52Q: 3 clusters Score -1543915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1543921.500000 Penalty: 3140.436035
	Iteration 53Q: 3 clusters Score -1543922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1543926.750000 Penalty: 3140.436035
	Iteration 54Q: 3 clusters Score -1543927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1543927.125000 Penalty: 3140.436035
	Iteration 55Q: 3 clusters Score -1543927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1543930.375000 Penalty: 3140.436035
	Iteration 56Q: 3 clusters Score -1543930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1543935.875000 Penalty: 3140.436035
	Iteration 57Q: 3 clusters Score -1543936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1543940.500000 Penalty: 3140.436035
	Iteration 58Q: 3 clusters Score -1543940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1543946.000000 Penalty: 3140.436035
	Iteration 59Q: 3 clusters Score -1543946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1543947.875000 Penalty: 3140.436035
	Iteration 60F: 3 clusters Score -1543948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1543948.500000 Penalty: 3140.436035
	Iteration 61Q: 3 clusters Score -1543948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1543950.750000 Penalty: 3140.436035
	Iteration 62Q: 3 clusters Score -1543951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1543952.125000 Penalty: 3140.436035
	Iteration 63Q: 3 clusters Score -1543952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1543953.875000 Penalty: 3140.436035
	Iteration 64Q: 3 clusters Score -1543954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1543958.000000 Penalty: 3140.436035
	Iteration 65Q: 3 clusters Score -1543958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1543958.625000 Penalty: 3140.436035
	Iteration 66Q: 3 clusters Score -1543959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1543960.625000 Penalty: 3140.436035
	Iteration 67Q: 3 clusters Score -1543961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1543962.750000 Penalty: 3140.436035
	Iteration 68Q: 3 clusters Score -1543963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1543965.500000 Penalty: 3140.436035
	Iteration 69Q: 3 clusters Score -1543966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1543965.750000 Penalty: 3140.436035
	Iteration 70Q: 3 clusters Score -1543966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1543967.750000 Penalty: 3140.436035
	Iteration 71Q: 3 clusters Score -1543968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1543965.875000 Penalty: 3140.436035
	Iteration 72Q: 3 clusters Score -1543966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1543966.125000 Penalty: 3140.436035
	Iteration 73Q: 3 clusters Score -1543966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1543966.750000 Penalty: 3140.436035
	Iteration 74Q: 3 clusters Score -1543967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1543980.000000 Penalty: 3140.436035
	Iteration 75Q: 3 clusters Score -1543980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1543979.500000 Penalty: 3140.436035
	Iteration 76Q: 3 clusters Score -1543980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1543981.625000 Penalty: 3140.436035
	Iteration 77Q: 3 clusters Score -1543982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1543981.250000 Penalty: 3140.436035
	Iteration 78Q: 3 clusters Score -1543981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1543982.875000 Penalty: 3140.436035
	Iteration 79Q: 3 clusters Score -1543983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1543986.000000 Penalty: 3140.436035
	Iteration 80F: 3 clusters Score -1543986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1543991.000000 Penalty: 3140.436035
	Iteration 81Q: 3 clusters Score -1543991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1543996.375000 Penalty: 3140.436035
	Iteration 82Q: 3 clusters Score -1543996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1543996.500000 Penalty: 3140.436035
	Iteration 83Q: 3 clusters Score -1543996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1543996.500000 Penalty: 3140.436035
	Iteration 84F: 3 clusters Score -1543996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Entering Unmasked Estep 
Score: -827816.875000 Penalty: 1482.653198
	Iteration 0F: 2 clusters Score -827816.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -821122.750000 Penalty: 2965.306396
	Iteration 0F: 3 clusters Score -821122.8 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -823342.625000 Penalty: 2965.306396
	Iteration 1F: 3 clusters Score -823342.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -823562.187500 Penalty: 2965.306396
	Iteration 2F: 3 clusters Score -823562.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -823748.437500 Penalty: 2965.306396
	Iteration 3Q: 3 clusters Score -823748.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -823904.687500 Penalty: 2965.306396
	Iteration 4Q: 3 clusters Score -823904.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -824042.250000 Penalty: 2965.306396
	Iteration 5Q: 3 clusters Score -824042.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -824176.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -824285.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -824376.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -824460.875000 Penalty: 2965.306396
	Iteration 9Q: 3 clusters Score -824460.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -824566.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -824672.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -824777.875000 Penalty: 2965.306396
	Iteration 12Q: 3 clusters Score -824777.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -824887.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -825000.250000 Penalty: 2965.306396
	Iteration 14Q: 3 clusters Score -825000.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -825111.187500 Penalty: 2965.306396
	Iteration 15Q: 3 clusters Score -825111.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -825219.500000 Penalty: 2965.306396
	Iteration 16Q: 3 clusters Score -825219.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -825320.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -825407.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -825484.750000 Penalty: 2965.306396
	Iteration 19Q: 3 clusters Score -825484.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -825537.875000 Penalty: 2965.306396
	Iteration 20F: 3 clusters Score -825537.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -825575.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -825608.000000 Penalty: 2965.306396
	Iteration 22Q: 3 clusters Score -825608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -825639.875000 Penalty: 2965.306396
	Iteration 23Q: 3 clusters Score -825639.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -825668.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -825701.562500 Penalty: 2965.306396
	Iteration 25Q: 3 clusters Score -825701.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -825730.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -825757.875000 Penalty: 2965.306396
	Iteration 27Q: 3 clusters Score -825757.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -825791.000000 Penalty: 2965.306396
	Iteration 28Q: 3 clusters Score -825791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -825809.750000 Penalty: 2965.306396
	Iteration 29Q: 3 clusters Score -825809.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -825825.250000 Penalty: 2965.306396
	Iteration 30Q: 3 clusters Score -825825.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -825841.062500 Penalty: 2965.306396
	Iteration 31Q: 3 clusters Score -825841.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -825852.937500 Penalty: 2965.306396
	Iteration 32Q: 3 clusters Score -825852.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -825867.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -825880.562500 Penalty: 2965.306396
	Iteration 34Q: 3 clusters Score -825880.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -825891.875000 Penalty: 2965.306396
	Iteration 35Q: 3 clusters Score -825891.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -825907.750000 Penalty: 2965.306396
	Iteration 36Q: 3 clusters Score -825907.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -825921.062500 Penalty: 2965.306396
	Iteration 37Q: 3 clusters Score -825921.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -825927.000000 Penalty: 2965.306396
	Iteration 38Q: 3 clusters Score -825927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -825933.750000 Penalty: 2965.306396
	Iteration 39Q: 3 clusters Score -825933.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -825942.062500 Penalty: 2965.306396
	Iteration 40F: 3 clusters Score -825942.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -825950.625000 Penalty: 2965.306396
	Iteration 41Q: 3 clusters Score -825950.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -825959.375000 Penalty: 2965.306396
	Iteration 42Q: 3 clusters Score -825959.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -825971.437500 Penalty: 2965.306396
	Iteration 43Q: 3 clusters Score -825971.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -825980.500000 Penalty: 2965.306396
	Iteration 44Q: 3 clusters Score -825980.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -825993.562500 Penalty: 2965.306396
	Iteration 45Q: 3 clusters Score -825993.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -826004.750000 Penalty: 2965.306396
	Iteration 46Q: 3 clusters Score -826004.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -826008.187500 Penalty: 2965.306396
	Iteration 47Q: 3 clusters Score -826008.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -826017.000000 Penalty: 2965.306396
	Iteration 48Q: 3 clusters Score -826017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -826025.562500 Penalty: 2965.306396
	Iteration 49Q: 3 clusters Score -826025.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -826028.812500 Penalty: 2965.306396
	Iteration 50Q: 3 clusters Score -826028.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -826034.875000 Penalty: 2965.306396
	Iteration 51Q: 3 clusters Score -826034.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -826040.750000 Penalty: 2965.306396
	Iteration 52Q: 3 clusters Score -826040.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -826053.187500 Penalty: 2965.306396
	Iteration 53Q: 3 clusters Score -826053.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -826061.250000 Penalty: 2965.306396
	Iteration 54Q: 3 clusters Score -826061.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -826066.812500 Penalty: 2965.306396
	Iteration 55Q: 3 clusters Score -826066.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -826077.187500 Penalty: 2965.306396
	Iteration 56Q: 3 clusters Score -826077.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -826082.750000 Penalty: 2965.306396
	Iteration 57Q: 3 clusters Score -826082.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -826086.312500 Penalty: 2965.306396
	Iteration 58Q: 3 clusters Score -826086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -826093.562500 Penalty: 2965.306396
	Iteration 59Q: 3 clusters Score -826093.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -826099.062500 Penalty: 2965.306396
	Iteration 60F: 3 clusters Score -826099.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -826108.000000 Penalty: 2965.306396
	Iteration 61Q: 3 clusters Score -826108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -826113.250000 Penalty: 2965.306396
	Iteration 62Q: 3 clusters Score -826113.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -826122.125000 Penalty: 2965.306396
	Iteration 63Q: 3 clusters Score -826122.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -826129.500000 Penalty: 2965.306396
	Iteration 64Q: 3 clusters Score -826129.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -826141.875000 Penalty: 2965.306396
	Iteration 65Q: 3 clusters Score -826141.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -826151.750000 Penalty: 2965.306396
	Iteration 66Q: 3 clusters Score -826151.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -826163.812500 Penalty: 2965.306396
	Iteration 67Q: 3 clusters Score -826163.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -826174.812500 Penalty: 2965.306396
	Iteration 68Q: 3 clusters Score -826174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -826178.000000 Penalty: 2965.306396
	Iteration 69Q: 3 clusters Score -826178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -826183.062500 Penalty: 2965.306396
	Iteration 70Q: 3 clusters Score -826183.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -826187.250000 Penalty: 2965.306396
	Iteration 71Q: 3 clusters Score -826187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -826194.500000 Penalty: 2965.306396
	Iteration 72Q: 3 clusters Score -826194.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -826200.812500 Penalty: 2965.306396
	Iteration 73Q: 3 clusters Score -826200.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -826213.187500 Penalty: 2965.306396
	Iteration 74Q: 3 clusters Score -826213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -826219.937500 Penalty: 2965.306396
	Iteration 75Q: 3 clusters Score -826219.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -826230.375000 Penalty: 2965.306396
	Iteration 76Q: 3 clusters Score -826230.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -826242.062500 Penalty: 2965.306396
	Iteration 77Q: 3 clusters Score -826242.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -826262.000000 Penalty: 2965.306396
	Iteration 78Q: 3 clusters Score -826262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -826278.562500 Penalty: 2965.306396
	Iteration 79Q: 3 clusters Score -826278.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -826300.312500 Penalty: 2965.306396
	Iteration 80F: 3 clusters Score -826300.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -826323.312500 Penalty: 2965.306396
	Iteration 81Q: 3 clusters Score -826323.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -826346.625000 Penalty: 2965.306396
	Iteration 82Q: 3 clusters Score -826346.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -826368.187500 Penalty: 2965.306396
	Iteration 83Q: 3 clusters Score -826368.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -826393.125000 Penalty: 2965.306396
	Iteration 84Q: 3 clusters Score -826393.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -826415.250000 Penalty: 2965.306396
	Iteration 85Q: 3 clusters Score -826415.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -826437.375000 Penalty: 2965.306396
	Iteration 86Q: 3 clusters Score -826437.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -826453.437500 Penalty: 2965.306396
	Iteration 87Q: 3 clusters Score -826453.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -826462.312500 Penalty: 2965.306396
	Iteration 88Q: 3 clusters Score -826462.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -826473.562500 Penalty: 2965.306396
	Iteration 89Q: 3 clusters Score -826473.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -826484.062500 Penalty: 2965.306396
	Iteration 90Q: 3 clusters Score -826484.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -826494.062500 Penalty: 2965.306396
	Iteration 91Q: 3 clusters Score -826494.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -826504.750000 Penalty: 2965.306396
	Iteration 92Q: 3 clusters Score -826504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -826510.000000 Penalty: 2965.306396
	Iteration 93Q: 3 clusters Score -826510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -826521.812500 Penalty: 2965.306396
	Iteration 94Q: 3 clusters Score -826521.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -826526.687500 Penalty: 2965.306396
	Iteration 95Q: 3 clusters Score -826526.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -826536.312500 Penalty: 2965.306396
	Iteration 96Q: 3 clusters Score -826536.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -826545.625000 Penalty: 2965.306396
	Iteration 97Q: 3 clusters Score -826545.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -826552.125000 Penalty: 2965.306396
	Iteration 98Q: 3 clusters Score -826552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -826557.750000 Penalty: 2965.306396
	Iteration 99Q: 3 clusters Score -826557.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -826562.750000 Penalty: 2965.306396
	Iteration 100F: 3 clusters Score -826562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -826565.562500 Penalty: 2965.306396
	Iteration 101Q: 3 clusters Score -826565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -826567.562500 Penalty: 2965.306396
	Iteration 102Q: 3 clusters Score -826567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -826571.750000 Penalty: 2965.306396
	Iteration 103Q: 3 clusters Score -826571.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -826574.250000 Penalty: 2965.306396
	Iteration 104Q: 3 clusters Score -826574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -826577.500000 Penalty: 2965.306396
	Iteration 105Q: 3 clusters Score -826577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -826577.125000 Penalty: 2965.306396
	Iteration 106Q: 3 clusters Score -826577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -826577.312500 Penalty: 2965.306396
	Iteration 107Q: 3 clusters Score -826577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -826582.000000 Penalty: 2965.306396
	Iteration 108Q: 3 clusters Score -826582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -826582.687500 Penalty: 2965.306396
	Iteration 109Q: 3 clusters Score -826582.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -826585.937500 Penalty: 2965.306396
	Iteration 110Q: 3 clusters Score -826585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -826589.250000 Penalty: 2965.306396
	Iteration 111Q: 3 clusters Score -826589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -826591.250000 Penalty: 2965.306396
	Iteration 112Q: 3 clusters Score -826591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -826594.437500 Penalty: 2965.306396
	Iteration 113Q: 3 clusters Score -826594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -826594.937500 Penalty: 2965.306396
	Iteration 114Q: 3 clusters Score -826594.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -826596.500000 Penalty: 2965.306396
	Iteration 115Q: 3 clusters Score -826596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -826598.812500 Penalty: 2965.306396
	Iteration 116Q: 3 clusters Score -826598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -826601.562500 Penalty: 2965.306396
	Iteration 117Q: 3 clusters Score -826601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -826603.687500 Penalty: 2965.306396
	Iteration 118Q: 3 clusters Score -826603.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -826605.750000 Penalty: 2965.306396
	Iteration 119Q: 3 clusters Score -826605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -826610.250000 Penalty: 2965.306396
	Iteration 120F: 3 clusters Score -826610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -826612.500000 Penalty: 2965.306396
	Iteration 121Q: 3 clusters Score -826612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -826617.562500 Penalty: 2965.306396
	Iteration 122Q: 3 clusters Score -826617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -826619.750000 Penalty: 2965.306396
	Iteration 123Q: 3 clusters Score -826619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -826619.875000 Penalty: 2965.306396
	Iteration 124Q: 3 clusters Score -826619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -826621.250000 Penalty: 2965.306396
	Iteration 125Q: 3 clusters Score -826621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -826622.687500 Penalty: 2965.306396
	Iteration 126Q: 3 clusters Score -826622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -826623.375000 Penalty: 2965.306396
	Iteration 127Q: 3 clusters Score -826623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -826624.062500 Penalty: 2965.306396
	Iteration 128Q: 3 clusters Score -826624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -826625.625000 Penalty: 2965.306396
	Iteration 129Q: 3 clusters Score -826625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -826624.687500 Penalty: 2965.306396
	Iteration 130Q: 3 clusters Score -826624.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -826624.687500 Penalty: 2965.306396
	Iteration 131F: 3 clusters Score -826624.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Entering Unmasked Estep 
Score: -3600544.250000 Penalty: 1705.426758
	Iteration 0F: 2 clusters Score -3600544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3576119.500000 Penalty: 3410.853516
	Iteration 0F: 3 clusters Score -3576120 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3585613.250000 Penalty: 3410.853516
	Iteration 1F: 3 clusters Score -3585613 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3586108.500000 Penalty: 3410.853516
	Iteration 2Q: 3 clusters Score -3586108 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3586762.750000 Penalty: 3410.853516
	Iteration 3Q: 3 clusters Score -3586763 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3587625.000000 Penalty: 3410.853516
	Iteration 4Q: 3 clusters Score -3587625 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3588883.000000 Penalty: 3410.853516
	Iteration 5F: 3 clusters Score -3588883 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3590648.250000 Penalty: 3410.853516
	Iteration 6F: 3 clusters Score -3590648 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3592796.250000 Penalty: 3410.853516
	Iteration 7F: 3 clusters Score -3592796 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3595034.750000 Penalty: 3410.853516
	Iteration 8F: 3 clusters Score -3595035 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -3596845.750000 Penalty: 3410.853516
	Iteration 9F: 3 clusters Score -3596846 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3597920.000000 Penalty: 3410.853516
	Iteration 10Q: 3 clusters Score -3597920 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3598502.000000 Penalty: 3410.853516
	Iteration 11Q: 3 clusters Score -3598502 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -3598760.500000 Penalty: 3410.853516
	Iteration 12Q: 3 clusters Score -3598760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -3598891.000000 Penalty: 3410.853516
	Iteration 13Q: 3 clusters Score -3598891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -3598958.000000 Penalty: 3410.853516
	Iteration 14Q: 3 clusters Score -3598958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3599016.750000 Penalty: 3410.853516
	Iteration 15Q: 3 clusters Score -3599017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -3599035.750000 Penalty: 3410.853516
	Iteration 16Q: 3 clusters Score -3599036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3599046.000000 Penalty: 3410.853516
	Iteration 17Q: 3 clusters Score -3599046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -3599046.750000 Penalty: 3410.853516
	Iteration 18Q: 3 clusters Score -3599047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3599051.250000 Penalty: 3410.853516
	Iteration 19Q: 3 clusters Score -3599051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -3599055.500000 Penalty: 3410.853516
	Iteration 20F: 3 clusters Score -3599056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -3599061.000000 Penalty: 3410.853516
	Iteration 21Q: 3 clusters Score -3599061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -3599062.000000 Penalty: 3410.853516
	Iteration 22Q: 3 clusters Score -3599062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -3599063.500000 Penalty: 3410.853516
	Iteration 23Q: 3 clusters Score -3599064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3599065.750000 Penalty: 3410.853516
	Iteration 24Q: 3 clusters Score -3599066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -3599070.500000 Penalty: 3410.853516
	Iteration 25Q: 3 clusters Score -3599070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -3599077.500000 Penalty: 3410.853516
	Iteration 26Q: 3 clusters Score -3599078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3599082.500000 Penalty: 3410.853516
	Iteration 27Q: 3 clusters Score -3599082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -3599088.000000 Penalty: 3410.853516
	Iteration 28Q: 3 clusters Score -3599088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3599091.750000 Penalty: 3410.853516
	Iteration 29Q: 3 clusters Score -3599092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3599091.750000 Penalty: 3410.853516
	Iteration 30F: 3 clusters Score -3599092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Entering Unmasked Estep 
Score: -1437861.125000 Penalty: 1560.453003
	Iteration 0F: 2 clusters Score -1437861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1427606.500000 Penalty: 3120.906006
	Iteration 0F: 3 clusters Score -1427606 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1431059.375000 Penalty: 3120.906006
	Iteration 1F: 3 clusters Score -1431059 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1431359.875000 Penalty: 3120.906006
	Iteration 2F: 3 clusters Score -1431360 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1431629.750000 Penalty: 3120.906006
	Iteration 3Q: 3 clusters Score -1431630 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1431885.875000 Penalty: 3120.906006
	Iteration 4Q: 3 clusters Score -1431886 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1432158.500000 Penalty: 3120.906006
	Iteration 5Q: 3 clusters Score -1432158 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1432498.625000 Penalty: 3120.906006
	Iteration 6Q: 3 clusters Score -1432499 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1432993.375000 Penalty: 3120.906006
	Iteration 7Q: 3 clusters Score -1432993 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1433564.375000 Penalty: 3120.906006
	Iteration 8F: 3 clusters Score -1433564 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1434124.500000 Penalty: 3120.906006
	Iteration 9Q: 3 clusters Score -1434124 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1434609.000000 Penalty: 3120.906006
	Iteration 10Q: 3 clusters Score -1434609 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1434979.250000 Penalty: 3120.906006
	Iteration 11Q: 3 clusters Score -1434979 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1435248.000000 Penalty: 3120.906006
	Iteration 12Q: 3 clusters Score -1435248 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1435432.375000 Penalty: 3120.906006
	Iteration 13Q: 3 clusters Score -1435432 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1435574.500000 Penalty: 3120.906006
	Iteration 14Q: 3 clusters Score -1435574 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1435698.000000 Penalty: 3120.906006
	Iteration 15Q: 3 clusters Score -1435698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1435803.000000 Penalty: 3120.906006
	Iteration 16Q: 3 clusters Score -1435803 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1435908.000000 Penalty: 3120.906006
	Iteration 17Q: 3 clusters Score -1435908 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1435996.625000 Penalty: 3120.906006
	Iteration 18Q: 3 clusters Score -1435997 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1436081.500000 Penalty: 3120.906006
	Iteration 19Q: 3 clusters Score -1436082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1436155.000000 Penalty: 3120.906006
	Iteration 20F: 3 clusters Score -1436155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1436245.125000 Penalty: 3120.906006
	Iteration 21Q: 3 clusters Score -1436245 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1436304.375000 Penalty: 3120.906006
	Iteration 22Q: 3 clusters Score -1436304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1436354.875000 Penalty: 3120.906006
	Iteration 23Q: 3 clusters Score -1436355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1436386.000000 Penalty: 3120.906006
	Iteration 24Q: 3 clusters Score -1436386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1436425.500000 Penalty: 3120.906006
	Iteration 25Q: 3 clusters Score -1436426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1436449.125000 Penalty: 3120.906006
	Iteration 26Q: 3 clusters Score -1436449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1436468.625000 Penalty: 3120.906006
	Iteration 27Q: 3 clusters Score -1436469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1436491.750000 Penalty: 3120.906006
	Iteration 28Q: 3 clusters Score -1436492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1436515.750000 Penalty: 3120.906006
	Iteration 29Q: 3 clusters Score -1436516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1436533.875000 Penalty: 3120.906006
	Iteration 30Q: 3 clusters Score -1436534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1436555.625000 Penalty: 3120.906006
	Iteration 31Q: 3 clusters Score -1436556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1436574.125000 Penalty: 3120.906006
	Iteration 32Q: 3 clusters Score -1436574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1436586.000000 Penalty: 3120.906006
	Iteration 33Q: 3 clusters Score -1436586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1436603.875000 Penalty: 3120.906006
	Iteration 34Q: 3 clusters Score -1436604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1436617.500000 Penalty: 3120.906006
	Iteration 35Q: 3 clusters Score -1436618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1436628.000000 Penalty: 3120.906006
	Iteration 36Q: 3 clusters Score -1436628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1436643.875000 Penalty: 3120.906006
	Iteration 37Q: 3 clusters Score -1436644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1436656.000000 Penalty: 3120.906006
	Iteration 38Q: 3 clusters Score -1436656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1436668.750000 Penalty: 3120.906006
	Iteration 39Q: 3 clusters Score -1436669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1436676.750000 Penalty: 3120.906006
	Iteration 40F: 3 clusters Score -1436677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1436684.125000 Penalty: 3120.906006
	Iteration 41Q: 3 clusters Score -1436684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1436689.750000 Penalty: 3120.906006
	Iteration 42Q: 3 clusters Score -1436690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1436693.125000 Penalty: 3120.906006
	Iteration 43Q: 3 clusters Score -1436693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1436701.500000 Penalty: 3120.906006
	Iteration 44Q: 3 clusters Score -1436702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1436704.875000 Penalty: 3120.906006
	Iteration 45Q: 3 clusters Score -1436705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1436706.625000 Penalty: 3120.906006
	Iteration 46Q: 3 clusters Score -1436707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1436709.875000 Penalty: 3120.906006
	Iteration 47Q: 3 clusters Score -1436710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1436711.250000 Penalty: 3120.906006
	Iteration 48Q: 3 clusters Score -1436711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1436711.875000 Penalty: 3120.906006
	Iteration 49Q: 3 clusters Score -1436712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1436715.750000 Penalty: 3120.906006
	Iteration 50Q: 3 clusters Score -1436716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1436719.000000 Penalty: 3120.906006
	Iteration 51Q: 3 clusters Score -1436719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1436720.750000 Penalty: 3120.906006
	Iteration 52Q: 3 clusters Score -1436721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1436722.000000 Penalty: 3120.906006
	Iteration 53Q: 3 clusters Score -1436722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1436724.875000 Penalty: 3120.906006
	Iteration 54Q: 3 clusters Score -1436725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1436728.250000 Penalty: 3120.906006
	Iteration 55Q: 3 clusters Score -1436728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1436731.375000 Penalty: 3120.906006
	Iteration 56Q: 3 clusters Score -1436731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1436734.500000 Penalty: 3120.906006
	Iteration 57Q: 3 clusters Score -1436734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1436736.125000 Penalty: 3120.906006
	Iteration 58Q: 3 clusters Score -1436736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1436735.875000 Penalty: 3120.906006
	Iteration 59Q: 3 clusters Score -1436736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1436740.000000 Penalty: 3120.906006
	Iteration 60F: 3 clusters Score -1436740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1436744.000000 Penalty: 3120.906006
	Iteration 61Q: 3 clusters Score -1436744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1436745.875000 Penalty: 3120.906006
	Iteration 62Q: 3 clusters Score -1436746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1436749.125000 Penalty: 3120.906006
	Iteration 63Q: 3 clusters Score -1436749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1436752.375000 Penalty: 3120.906006
	Iteration 64Q: 3 clusters Score -1436752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1436755.500000 Penalty: 3120.906006
	Iteration 65Q: 3 clusters Score -1436756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1436756.375000 Penalty: 3120.906006
	Iteration 66Q: 3 clusters Score -1436756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1436759.750000 Penalty: 3120.906006
	Iteration 67Q: 3 clusters Score -1436760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1436762.000000 Penalty: 3120.906006
	Iteration 68Q: 3 clusters Score -1436762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1436759.875000 Penalty: 3120.906006
	Iteration 69Q: 3 clusters Score -1436760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1436761.625000 Penalty: 3120.906006
	Iteration 70Q: 3 clusters Score -1436762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1436761.625000 Penalty: 3120.906006
	Iteration 71F: 3 clusters Score -1436762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Entering Unmasked Estep 
Score: -1284567.375000 Penalty: 1538.964111
	Iteration 0F: 2 clusters Score -1284567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1275454.625000 Penalty: 3077.928223
	Iteration 0F: 3 clusters Score -1275455 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1278570.000000 Penalty: 3077.928223
	Iteration 1F: 3 clusters Score -1278570 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1278812.625000 Penalty: 3077.928223
	Iteration 2F: 3 clusters Score -1278813 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1279017.875000 Penalty: 3077.928223
	Iteration 3Q: 3 clusters Score -1279018 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1279178.500000 Penalty: 3077.928223
	Iteration 4Q: 3 clusters Score -1279178 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1279358.000000 Penalty: 3077.928223
	Iteration 5Q: 3 clusters Score -1279358 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1279553.875000 Penalty: 3077.928223
	Iteration 6Q: 3 clusters Score -1279554 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1279760.125000 Penalty: 3077.928223
	Iteration 7Q: 3 clusters Score -1279760 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1279950.250000 Penalty: 3077.928223
	Iteration 8Q: 3 clusters Score -1279950 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1280160.125000 Penalty: 3077.928223
	Iteration 9Q: 3 clusters Score -1280160 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1280374.875000 Penalty: 3077.928223
	Iteration 10Q: 3 clusters Score -1280375 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1280584.250000 Penalty: 3077.928223
	Iteration 11Q: 3 clusters Score -1280584 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1280750.500000 Penalty: 3077.928223
	Iteration 12Q: 3 clusters Score -1280750 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1280856.625000 Penalty: 3077.928223
	Iteration 13Q: 3 clusters Score -1280857 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1280950.250000 Penalty: 3077.928223
	Iteration 14Q: 3 clusters Score -1280950 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1281037.125000 Penalty: 3077.928223
	Iteration 15Q: 3 clusters Score -1281037 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1281109.750000 Penalty: 3077.928223
	Iteration 16Q: 3 clusters Score -1281110 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1281176.125000 Penalty: 3077.928223
	Iteration 17Q: 3 clusters Score -1281176 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1281264.500000 Penalty: 3077.928223
	Iteration 18Q: 3 clusters Score -1281264 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1281363.000000 Penalty: 3077.928223
	Iteration 19Q: 3 clusters Score -1281363 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1281455.875000 Penalty: 3077.928223
	Iteration 20F: 3 clusters Score -1281456 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1281549.000000 Penalty: 3077.928223
	Iteration 21Q: 3 clusters Score -1281549 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1281631.750000 Penalty: 3077.928223
	Iteration 22Q: 3 clusters Score -1281632 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1281709.875000 Penalty: 3077.928223
	Iteration 23Q: 3 clusters Score -1281710 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1281803.125000 Penalty: 3077.928223
	Iteration 24Q: 3 clusters Score -1281803 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1281907.625000 Penalty: 3077.928223
	Iteration 25Q: 3 clusters Score -1281908 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1282008.500000 Penalty: 3077.928223
	Iteration 26Q: 3 clusters Score -1282008 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1282112.125000 Penalty: 3077.928223
	Iteration 27Q: 3 clusters Score -1282112 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1282220.625000 Penalty: 3077.928223
	Iteration 28Q: 3 clusters Score -1282221 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1282338.000000 Penalty: 3077.928223
	Iteration 29Q: 3 clusters Score -1282338 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1282468.250000 Penalty: 3077.928223
	Iteration 30Q: 3 clusters Score -1282468 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1282584.500000 Penalty: 3077.928223
	Iteration 31Q: 3 clusters Score -1282584 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1282706.375000 Penalty: 3077.928223
	Iteration 32Q: 3 clusters Score -1282706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1282814.125000 Penalty: 3077.928223
	Iteration 33Q: 3 clusters Score -1282814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1282906.375000 Penalty: 3077.928223
	Iteration 34Q: 3 clusters Score -1282906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1282972.750000 Penalty: 3077.928223
	Iteration 35Q: 3 clusters Score -1282973 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1283037.250000 Penalty: 3077.928223
	Iteration 36Q: 3 clusters Score -1283037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1283088.250000 Penalty: 3077.928223
	Iteration 37Q: 3 clusters Score -1283088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1283131.875000 Penalty: 3077.928223
	Iteration 38Q: 3 clusters Score -1283132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1283168.875000 Penalty: 3077.928223
	Iteration 39Q: 3 clusters Score -1283169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1283197.750000 Penalty: 3077.928223
	Iteration 40F: 3 clusters Score -1283198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1283210.625000 Penalty: 3077.928223
	Iteration 41Q: 3 clusters Score -1283211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1283224.375000 Penalty: 3077.928223
	Iteration 42Q: 3 clusters Score -1283224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1283232.000000 Penalty: 3077.928223
	Iteration 43Q: 3 clusters Score -1283232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1283242.125000 Penalty: 3077.928223
	Iteration 44Q: 3 clusters Score -1283242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1283243.375000 Penalty: 3077.928223
	Iteration 45Q: 3 clusters Score -1283243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1283249.375000 Penalty: 3077.928223
	Iteration 46Q: 3 clusters Score -1283249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1283255.000000 Penalty: 3077.928223
	Iteration 47Q: 3 clusters Score -1283255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1283262.500000 Penalty: 3077.928223
	Iteration 48Q: 3 clusters Score -1283262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1283266.375000 Penalty: 3077.928223
	Iteration 49Q: 3 clusters Score -1283266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1283269.375000 Penalty: 3077.928223
	Iteration 50Q: 3 clusters Score -1283269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1283276.000000 Penalty: 3077.928223
	Iteration 51Q: 3 clusters Score -1283276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1283278.500000 Penalty: 3077.928223
	Iteration 52Q: 3 clusters Score -1283278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1283281.750000 Penalty: 3077.928223
	Iteration 53Q: 3 clusters Score -1283282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1283281.125000 Penalty: 3077.928223
	Iteration 54Q: 3 clusters Score -1283281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1283281.875000 Penalty: 3077.928223
	Iteration 55Q: 3 clusters Score -1283282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1283281.000000 Penalty: 3077.928223
	Iteration 56Q: 3 clusters Score -1283281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1283281.125000 Penalty: 3077.928223
	Iteration 57Q: 3 clusters Score -1283281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1283281.125000 Penalty: 3077.928223
	Iteration 58F: 3 clusters Score -1283281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -9011.263672 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -9011.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8427.663086 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -8427.663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8477.500000 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -8477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8485.965820 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -8485.966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8485.965820 Penalty: 1539.264526
	Iteration 3F: 3 clusters Score -8485.966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14034 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14809 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15723 members 
Mstep: Class 23 contains 9173 members 
Mstep: Class 24 contains 36132 members 
Mstep: Class 25 contains 14806 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414868.000000 Penalty: 57955.015625
Iteration 239Q: 28 clusters Score -5.241487e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14027 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14809 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 9173 members 
Mstep: Class 24 contains 36136 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414860.000000 Penalty: 57955.015625
Iteration 240F: 28 clusters Score -5.241486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 107072 members 
Mstep: Class 22 contains 15726 members 
Mstep: Class 23 contains 9173 members 
Mstep: Class 24 contains 36139 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414868.000000 Penalty: 57955.015625
Iteration 241Q: 28 clusters Score -5.241487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14020 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 107072 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36143 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414888.000000 Penalty: 57955.015625
Iteration 242Q: 28 clusters Score -5.241489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14016 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5793 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 906 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 107072 members 
Mstep: Class 22 contains 15726 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36148 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414864.000000 Penalty: 57955.015625
Iteration 243Q: 28 clusters Score -5.241486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14011 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14807 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 107071 members 
Mstep: Class 22 contains 15726 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36153 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414864.000000 Penalty: 57955.015625
Iteration 244Q: 28 clusters Score -5.241486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20548 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4857 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36155 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414868.000000 Penalty: 57955.015625
Iteration 245Q: 28 clusters Score -5.241487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20547 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15728 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36155 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414860.000000 Penalty: 57955.015625
Iteration 246Q: 28 clusters Score -5.241486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 107073 members 
Mstep: Class 22 contains 15729 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36156 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414852.000000 Penalty: 57955.015625
Iteration 247Q: 28 clusters Score -5.241485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20547 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15728 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36156 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414864.000000 Penalty: 57955.015625
Iteration 248Q: 28 clusters Score -5.241486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15728 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36156 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414864.000000 Penalty: 57955.015625
Iteration 249Q: 28 clusters Score -5.241486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36156 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414864.000000 Penalty: 57955.015625
Iteration 250Q: 28 clusters Score -5.241486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 125115 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 6020 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 21864 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 1650 members 
Mstep: Class 11 contains 14808 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 8774 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 3970 members 
Mstep: Class 18 contains 905 members 
Mstep: Class 19 contains 6602 members 
Mstep: Class 20 contains 4858 members 
Mstep: Class 21 contains 107074 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 9172 members 
Mstep: Class 24 contains 36156 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 12972 members 
Mstep: Class 27 contains 114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52414864.000000 Penalty: 57955.015625
Iteration 251F: 28 clusters Score -5.241486e+07 nChanged 0
Entering ConstructFrom: 
Score: -52414864.000000 Penalty: 57955.015625
Entering ConstructFrom: 
Trying to split cluster 1 (60277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Entering Unmasked Estep 
Score: -5978243.000000 Penalty: 1788.589722
	Iteration 0F: 2 clusters Score -5978243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5937764.000000 Penalty: 3577.179443
	Iteration 0F: 3 clusters Score -5937764 nChanged 28474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -5954270.500000 Penalty: 3577.179443
	Iteration 1F: 3 clusters Score -5954270 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -5955205.500000 Penalty: 3577.179443
	Iteration 2Q: 3 clusters Score -5955206 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -5956451.000000 Penalty: 3577.179443
	Iteration 3Q: 3 clusters Score -5956451 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5958116.000000 Penalty: 3577.179443
	Iteration 4F: 3 clusters Score -5958116 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -5959923.500000 Penalty: 3577.179443
	Iteration 5F: 3 clusters Score -5959924 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5961775.000000 Penalty: 3577.179443
	Iteration 6F: 3 clusters Score -5961775 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5963380.500000 Penalty: 3577.179443
	Iteration 7F: 3 clusters Score -5963380 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -5964814.500000 Penalty: 3577.179443
	Iteration 8F: 3 clusters Score -5964814 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5966141.000000 Penalty: 3577.179443
	Iteration 9Q: 3 clusters Score -5966141 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -5967577.000000 Penalty: 3577.179443
	Iteration 10Q: 3 clusters Score -5967577 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -5969260.500000 Penalty: 3577.179443
	Iteration 11Q: 3 clusters Score -5969260 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -5971057.000000 Penalty: 3577.179443
	Iteration 12Q: 3 clusters Score -5971057 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -5972922.000000 Penalty: 3577.179443
	Iteration 13Q: 3 clusters Score -5972922 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -5974469.500000 Penalty: 3577.179443
	Iteration 14Q: 3 clusters Score -5974470 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -5975597.000000 Penalty: 3577.179443
	Iteration 15Q: 3 clusters Score -5975597 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -5976286.000000 Penalty: 3577.179443
	Iteration 16Q: 3 clusters Score -5976286 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -5976735.500000 Penalty: 3577.179443
	Iteration 17Q: 3 clusters Score -5976736 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -5976951.500000 Penalty: 3577.179443
	Iteration 18Q: 3 clusters Score -5976952 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -5977059.000000 Penalty: 3577.179443
	Iteration 19Q: 3 clusters Score -5977059 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -5977108.500000 Penalty: 3577.179443
	Iteration 20F: 3 clusters Score -5977108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -5977123.500000 Penalty: 3577.179443
	Iteration 21Q: 3 clusters Score -5977124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -5977161.500000 Penalty: 3577.179443
	Iteration 22Q: 3 clusters Score -5977162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -5977173.000000 Penalty: 3577.179443
	Iteration 23Q: 3 clusters Score -5977173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -5977188.500000 Penalty: 3577.179443
	Iteration 24Q: 3 clusters Score -5977188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -5977191.000000 Penalty: 3577.179443
	Iteration 25Q: 3 clusters Score -5977191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -5977186.500000 Penalty: 3577.179443
	Iteration 26Q: 3 clusters Score -5977186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -5977181.000000 Penalty: 3577.179443
	Iteration 27Q: 3 clusters Score -5977181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -5977191.000000 Penalty: 3577.179443
	Iteration 28Q: 3 clusters Score -5977191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -5977181.500000 Penalty: 3577.179443
	Iteration 29Q: 3 clusters Score -5977182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -5977191.000000 Penalty: 3577.179443
	Iteration 30Q: 3 clusters Score -5977191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -5977192.000000 Penalty: 3577.179443
	Iteration 31Q: 3 clusters Score -5977192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -5977196.000000 Penalty: 3577.179443
	Iteration 32Q: 3 clusters Score -5977196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -5977193.500000 Penalty: 3577.179443
	Iteration 33Q: 3 clusters Score -5977194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -5977203.500000 Penalty: 3577.179443
	Iteration 34Q: 3 clusters Score -5977204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -5977223.000000 Penalty: 3577.179443
	Iteration 35Q: 3 clusters Score -5977223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -5977219.000000 Penalty: 3577.179443
	Iteration 36Q: 3 clusters Score -5977219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -5977216.000000 Penalty: 3577.179443
	Iteration 37Q: 3 clusters Score -5977216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -5977225.000000 Penalty: 3577.179443
	Iteration 38Q: 3 clusters Score -5977225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -5977220.500000 Penalty: 3577.179443
	Iteration 39Q: 3 clusters Score -5977220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -5977220.500000 Penalty: 3577.179443
	Iteration 40F: 3 clusters Score -5977220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -5977223.500000 Penalty: 3577.179443
	Iteration 41Q: 3 clusters Score -5977224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -5977223.500000 Penalty: 3577.179443
	Iteration 42F: 3 clusters Score -5977224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Entering Unmasked Estep 
Score: -12410839.000000 Penalty: 1907.260742
	Iteration 0F: 2 clusters Score -1.241084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -12328192.000000 Penalty: 3814.521484
	Iteration 0F: 3 clusters Score -1.232819e+07 nChanged 60207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -12364185.000000 Penalty: 3814.521484
	Iteration 1F: 3 clusters Score -1.236418e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -12366482.000000 Penalty: 3814.521484
	Iteration 2Q: 3 clusters Score -1.236648e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -12370913.000000 Penalty: 3814.521484
	Iteration 3F: 3 clusters Score -1.237091e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -12378317.000000 Penalty: 3814.521484
	Iteration 4F: 3 clusters Score -1.237832e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -12388145.000000 Penalty: 3814.521484
	Iteration 5F: 3 clusters Score -1.238814e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113084 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -12397748.000000 Penalty: 3814.521484
	Iteration 6F: 3 clusters Score -1.239775e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119851 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -12404181.000000 Penalty: 3814.521484
	Iteration 7F: 3 clusters Score -1.240418e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123130 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -12407265.000000 Penalty: 3814.521484
	Iteration 8Q: 3 clusters Score -1.240726e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124362 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12408444.000000 Penalty: 3814.521484
	Iteration 9Q: 3 clusters Score -1.240844e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124741 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12408821.000000 Penalty: 3814.521484
	Iteration 10Q: 3 clusters Score -1.240882e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124849 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12408965.000000 Penalty: 3814.521484
	Iteration 11Q: 3 clusters Score -1.240896e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12409037.000000 Penalty: 3814.521484
	Iteration 12Q: 3 clusters Score -1.240904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12409042.000000 Penalty: 3814.521484
	Iteration 13Q: 3 clusters Score -1.240904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124913 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12409064.000000 Penalty: 3814.521484
	Iteration 14Q: 3 clusters Score -1.240906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124918 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12409079.000000 Penalty: 3814.521484
	Iteration 15Q: 3 clusters Score -1.240908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12409092.000000 Penalty: 3814.521484
	Iteration 16Q: 3 clusters Score -1.240909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12409101.000000 Penalty: 3814.521484
	Iteration 17Q: 3 clusters Score -1.24091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12409100.000000 Penalty: 3814.521484
	Iteration 18Q: 3 clusters Score -1.24091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12409091.000000 Penalty: 3814.521484
	Iteration 19Q: 3 clusters Score -1.240909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12409087.000000 Penalty: 3814.521484
	Iteration 20F: 3 clusters Score -1.240909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Entering Unmasked Estep 
Score: -213441.359375 Penalty: 1244.615356
	Iteration 0F: 2 clusters Score -213441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -211296.000000 Penalty: 2489.230713
	Iteration 0F: 3 clusters Score -211296 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -211745.171875 Penalty: 2489.230713
	Iteration 1F: 3 clusters Score -211745.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -211853.562500 Penalty: 2489.230713
	Iteration 2F: 3 clusters Score -211853.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -211908.296875 Penalty: 2489.230713
	Iteration 3Q: 3 clusters Score -211908.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -211938.078125 Penalty: 2489.230713
	Iteration 4Q: 3 clusters Score -211938.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -211952.859375 Penalty: 2489.230713
	Iteration 5Q: 3 clusters Score -211952.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -211968.093750 Penalty: 2489.230713
	Iteration 6Q: 3 clusters Score -211968.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -211985.968750 Penalty: 2489.230713
	Iteration 7Q: 3 clusters Score -211986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -212001.718750 Penalty: 2489.230713
	Iteration 8Q: 3 clusters Score -212001.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -212022.109375 Penalty: 2489.230713
	Iteration 9Q: 3 clusters Score -212022.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -212043.562500 Penalty: 2489.230713
	Iteration 10Q: 3 clusters Score -212043.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -212063.156250 Penalty: 2489.230713
	Iteration 11Q: 3 clusters Score -212063.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -212069.875000 Penalty: 2489.230713
	Iteration 12Q: 3 clusters Score -212069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -212078.843750 Penalty: 2489.230713
	Iteration 13Q: 3 clusters Score -212078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -212086.296875 Penalty: 2489.230713
	Iteration 14Q: 3 clusters Score -212086.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -212099.968750 Penalty: 2489.230713
	Iteration 15Q: 3 clusters Score -212100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -212107.234375 Penalty: 2489.230713
	Iteration 16Q: 3 clusters Score -212107.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -212114.640625 Penalty: 2489.230713
	Iteration 17Q: 3 clusters Score -212114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -212120.015625 Penalty: 2489.230713
	Iteration 18Q: 3 clusters Score -212120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -212121.312500 Penalty: 2489.230713
	Iteration 19Q: 3 clusters Score -212121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -212123.968750 Penalty: 2489.230713
	Iteration 20F: 3 clusters Score -212124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -212126.375000 Penalty: 2489.230713
	Iteration 21Q: 3 clusters Score -212126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -212127.109375 Penalty: 2489.230713
	Iteration 22Q: 3 clusters Score -212127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -212128.187500 Penalty: 2489.230713
	Iteration 23Q: 3 clusters Score -212128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -212128.250000 Penalty: 2489.230713
	Iteration 24Q: 3 clusters Score -212128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -212129.156250 Penalty: 2489.230713
	Iteration 25Q: 3 clusters Score -212129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -212129.578125 Penalty: 2489.230713
	Iteration 26Q: 3 clusters Score -212129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -212129.734375 Penalty: 2489.230713
	Iteration 27Q: 3 clusters Score -212129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -212129.968750 Penalty: 2489.230713
	Iteration 28Q: 3 clusters Score -212130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -212130.671875 Penalty: 2489.230713
	Iteration 29Q: 3 clusters Score -212130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -212131.765625 Penalty: 2489.230713
	Iteration 30Q: 3 clusters Score -212131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -212131.953125 Penalty: 2489.230713
	Iteration 31Q: 3 clusters Score -212132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -212133.484375 Penalty: 2489.230713
	Iteration 32Q: 3 clusters Score -212133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -212134.000000 Penalty: 2489.230713
	Iteration 33Q: 3 clusters Score -212134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -212135.593750 Penalty: 2489.230713
	Iteration 34Q: 3 clusters Score -212135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -212135.968750 Penalty: 2489.230713
	Iteration 35Q: 3 clusters Score -212136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -212135.781250 Penalty: 2489.230713
	Iteration 36Q: 3 clusters Score -212135.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -212135.781250 Penalty: 2489.230713
	Iteration 37F: 3 clusters Score -212135.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -1543875.500000 Penalty: 1570.207642
	Iteration 0F: 2 clusters Score -1543876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1533086.875000 Penalty: 3140.415283
	Iteration 0F: 3 clusters Score -1533087 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1536813.875000 Penalty: 3140.415283
	Iteration 1F: 3 clusters Score -1536814 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1537090.625000 Penalty: 3140.415283
	Iteration 2F: 3 clusters Score -1537091 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1537361.375000 Penalty: 3140.415283
	Iteration 3Q: 3 clusters Score -1537361 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1537666.625000 Penalty: 3140.415283
	Iteration 4Q: 3 clusters Score -1537667 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1538100.625000 Penalty: 3140.415283
	Iteration 5F: 3 clusters Score -1538101 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1538695.500000 Penalty: 3140.415283
	Iteration 6F: 3 clusters Score -1538696 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1539461.625000 Penalty: 3140.415283
	Iteration 7F: 3 clusters Score -1539462 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1540283.875000 Penalty: 3140.415283
	Iteration 8F: 3 clusters Score -1540284 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1541084.250000 Penalty: 3140.415283
	Iteration 9F: 3 clusters Score -1541084 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1541671.000000 Penalty: 3140.415283
	Iteration 10Q: 3 clusters Score -1541671 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1542050.625000 Penalty: 3140.415283
	Iteration 11Q: 3 clusters Score -1542051 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1542266.500000 Penalty: 3140.415283
	Iteration 12Q: 3 clusters Score -1542266 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1542409.000000 Penalty: 3140.415283
	Iteration 13Q: 3 clusters Score -1542409 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1542469.875000 Penalty: 3140.415283
	Iteration 14Q: 3 clusters Score -1542470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1542506.000000 Penalty: 3140.415283
	Iteration 15Q: 3 clusters Score -1542506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1542526.375000 Penalty: 3140.415283
	Iteration 16Q: 3 clusters Score -1542526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1542532.500000 Penalty: 3140.415283
	Iteration 17Q: 3 clusters Score -1542532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1542539.500000 Penalty: 3140.415283
	Iteration 18Q: 3 clusters Score -1542540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1542540.875000 Penalty: 3140.415283
	Iteration 19Q: 3 clusters Score -1542541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1542548.625000 Penalty: 3140.415283
	Iteration 20F: 3 clusters Score -1542549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1542552.875000 Penalty: 3140.415283
	Iteration 21Q: 3 clusters Score -1542553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1542559.625000 Penalty: 3140.415283
	Iteration 22Q: 3 clusters Score -1542560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1542563.875000 Penalty: 3140.415283
	Iteration 23Q: 3 clusters Score -1542564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1542572.000000 Penalty: 3140.415283
	Iteration 24Q: 3 clusters Score -1542572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1542576.000000 Penalty: 3140.415283
	Iteration 25Q: 3 clusters Score -1542576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1542578.875000 Penalty: 3140.415283
	Iteration 26Q: 3 clusters Score -1542579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1542581.875000 Penalty: 3140.415283
	Iteration 27Q: 3 clusters Score -1542582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1542582.875000 Penalty: 3140.415283
	Iteration 28Q: 3 clusters Score -1542583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1542583.875000 Penalty: 3140.415283
	Iteration 29Q: 3 clusters Score -1542584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1542585.625000 Penalty: 3140.415283
	Iteration 30Q: 3 clusters Score -1542586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1542585.625000 Penalty: 3140.415283
	Iteration 31F: 3 clusters Score -1542586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Entering Unmasked Estep 
Score: -2083668.000000 Penalty: 1613.693604
	Iteration 0F: 2 clusters Score -2083668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2069656.500000 Penalty: 3227.387207
	Iteration 0F: 3 clusters Score -2069656 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2074674.125000 Penalty: 3227.387207
	Iteration 1F: 3 clusters Score -2074674 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2075051.500000 Penalty: 3227.387207
	Iteration 2Q: 3 clusters Score -2075052 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2075377.125000 Penalty: 3227.387207
	Iteration 3Q: 3 clusters Score -2075377 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2075675.375000 Penalty: 3227.387207
	Iteration 4Q: 3 clusters Score -2075675 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2076002.125000 Penalty: 3227.387207
	Iteration 5Q: 3 clusters Score -2076002 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2076392.000000 Penalty: 3227.387207
	Iteration 6Q: 3 clusters Score -2076392 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2076887.625000 Penalty: 3227.387207
	Iteration 7Q: 3 clusters Score -2076888 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2077450.375000 Penalty: 3227.387207
	Iteration 8Q: 3 clusters Score -2077450 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2078072.125000 Penalty: 3227.387207
	Iteration 9F: 3 clusters Score -2078072 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2078759.875000 Penalty: 3227.387207
	Iteration 10F: 3 clusters Score -2078760 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2079455.625000 Penalty: 3227.387207
	Iteration 11F: 3 clusters Score -2079456 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2080014.625000 Penalty: 3227.387207
	Iteration 12Q: 3 clusters Score -2080015 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2080383.500000 Penalty: 3227.387207
	Iteration 13Q: 3 clusters Score -2080384 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2080611.750000 Penalty: 3227.387207
	Iteration 14Q: 3 clusters Score -2080612 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2080757.750000 Penalty: 3227.387207
	Iteration 15Q: 3 clusters Score -2080758 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2080888.125000 Penalty: 3227.387207
	Iteration 16Q: 3 clusters Score -2080888 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2081003.000000 Penalty: 3227.387207
	Iteration 17Q: 3 clusters Score -2081003 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2081092.875000 Penalty: 3227.387207
	Iteration 18Q: 3 clusters Score -2081093 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2081183.750000 Penalty: 3227.387207
	Iteration 19Q: 3 clusters Score -2081184 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2081246.250000 Penalty: 3227.387207
	Iteration 20F: 3 clusters Score -2081246 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2081289.375000 Penalty: 3227.387207
	Iteration 21Q: 3 clusters Score -2081289 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2081330.625000 Penalty: 3227.387207
	Iteration 22Q: 3 clusters Score -2081331 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2081372.875000 Penalty: 3227.387207
	Iteration 23Q: 3 clusters Score -2081373 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2081415.000000 Penalty: 3227.387207
	Iteration 24Q: 3 clusters Score -2081415 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2081464.500000 Penalty: 3227.387207
	Iteration 25Q: 3 clusters Score -2081464 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2081489.875000 Penalty: 3227.387207
	Iteration 26Q: 3 clusters Score -2081490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2081529.125000 Penalty: 3227.387207
	Iteration 27Q: 3 clusters Score -2081529 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2081565.875000 Penalty: 3227.387207
	Iteration 28Q: 3 clusters Score -2081566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2081573.250000 Penalty: 3227.387207
	Iteration 29Q: 3 clusters Score -2081573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2081597.625000 Penalty: 3227.387207
	Iteration 30Q: 3 clusters Score -2081598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2081620.500000 Penalty: 3227.387207
	Iteration 31Q: 3 clusters Score -2081620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2081648.750000 Penalty: 3227.387207
	Iteration 32Q: 3 clusters Score -2081649 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2081671.500000 Penalty: 3227.387207
	Iteration 33Q: 3 clusters Score -2081672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2081682.250000 Penalty: 3227.387207
	Iteration 34Q: 3 clusters Score -2081682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2081691.375000 Penalty: 3227.387207
	Iteration 35Q: 3 clusters Score -2081691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2081703.625000 Penalty: 3227.387207
	Iteration 36Q: 3 clusters Score -2081704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2081711.375000 Penalty: 3227.387207
	Iteration 37Q: 3 clusters Score -2081711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2081730.000000 Penalty: 3227.387207
	Iteration 38Q: 3 clusters Score -2081730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2081738.375000 Penalty: 3227.387207
	Iteration 39Q: 3 clusters Score -2081738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2081754.750000 Penalty: 3227.387207
	Iteration 40F: 3 clusters Score -2081755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2081764.125000 Penalty: 3227.387207
	Iteration 41Q: 3 clusters Score -2081764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2081782.250000 Penalty: 3227.387207
	Iteration 42Q: 3 clusters Score -2081782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2081786.625000 Penalty: 3227.387207
	Iteration 43Q: 3 clusters Score -2081787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2081796.375000 Penalty: 3227.387207
	Iteration 44Q: 3 clusters Score -2081796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2081806.875000 Penalty: 3227.387207
	Iteration 45Q: 3 clusters Score -2081807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2081810.375000 Penalty: 3227.387207
	Iteration 46Q: 3 clusters Score -2081810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2081821.500000 Penalty: 3227.387207
	Iteration 47Q: 3 clusters Score -2081822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2081828.750000 Penalty: 3227.387207
	Iteration 48Q: 3 clusters Score -2081829 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2081829.125000 Penalty: 3227.387207
	Iteration 49Q: 3 clusters Score -2081829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2081839.625000 Penalty: 3227.387207
	Iteration 50Q: 3 clusters Score -2081840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2081842.375000 Penalty: 3227.387207
	Iteration 51Q: 3 clusters Score -2081842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2081844.500000 Penalty: 3227.387207
	Iteration 52Q: 3 clusters Score -2081844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2081849.500000 Penalty: 3227.387207
	Iteration 53Q: 3 clusters Score -2081850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2081860.250000 Penalty: 3227.387207
	Iteration 54Q: 3 clusters Score -2081860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2081860.500000 Penalty: 3227.387207
	Iteration 55Q: 3 clusters Score -2081860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2081861.875000 Penalty: 3227.387207
	Iteration 56Q: 3 clusters Score -2081862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2081860.625000 Penalty: 3227.387207
	Iteration 57Q: 3 clusters Score -2081861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2081870.000000 Penalty: 3227.387207
	Iteration 58Q: 3 clusters Score -2081870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2081873.000000 Penalty: 3227.387207
	Iteration 59Q: 3 clusters Score -2081873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2081873.500000 Penalty: 3227.387207
	Iteration 60F: 3 clusters Score -2081874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2081884.375000 Penalty: 3227.387207
	Iteration 61Q: 3 clusters Score -2081884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2081892.875000 Penalty: 3227.387207
	Iteration 62Q: 3 clusters Score -2081893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2081893.750000 Penalty: 3227.387207
	Iteration 63Q: 3 clusters Score -2081894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2081896.375000 Penalty: 3227.387207
	Iteration 64Q: 3 clusters Score -2081896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2081901.500000 Penalty: 3227.387207
	Iteration 65Q: 3 clusters Score -2081902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2081905.750000 Penalty: 3227.387207
	Iteration 66Q: 3 clusters Score -2081906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2081904.250000 Penalty: 3227.387207
	Iteration 67Q: 3 clusters Score -2081904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2081904.750000 Penalty: 3227.387207
	Iteration 68Q: 3 clusters Score -2081905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2081903.875000 Penalty: 3227.387207
	Iteration 69Q: 3 clusters Score -2081904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2081906.500000 Penalty: 3227.387207
	Iteration 70Q: 3 clusters Score -2081906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2081911.250000 Penalty: 3227.387207
	Iteration 71Q: 3 clusters Score -2081911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2081915.750000 Penalty: 3227.387207
	Iteration 72Q: 3 clusters Score -2081916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2081926.625000 Penalty: 3227.387207
	Iteration 73Q: 3 clusters Score -2081927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2081928.000000 Penalty: 3227.387207
	Iteration 74Q: 3 clusters Score -2081928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2081942.750000 Penalty: 3227.387207
	Iteration 75Q: 3 clusters Score -2081943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2081948.500000 Penalty: 3227.387207
	Iteration 76Q: 3 clusters Score -2081948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2081955.250000 Penalty: 3227.387207
	Iteration 77Q: 3 clusters Score -2081955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2081960.500000 Penalty: 3227.387207
	Iteration 78Q: 3 clusters Score -2081960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2081962.875000 Penalty: 3227.387207
	Iteration 79Q: 3 clusters Score -2081963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2081964.250000 Penalty: 3227.387207
	Iteration 80F: 3 clusters Score -2081964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2081972.375000 Penalty: 3227.387207
	Iteration 81Q: 3 clusters Score -2081972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2081971.750000 Penalty: 3227.387207
	Iteration 82Q: 3 clusters Score -2081972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2081975.250000 Penalty: 3227.387207
	Iteration 83Q: 3 clusters Score -2081975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2081975.875000 Penalty: 3227.387207
	Iteration 84Q: 3 clusters Score -2081976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2081985.375000 Penalty: 3227.387207
	Iteration 85Q: 3 clusters Score -2081985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2081987.500000 Penalty: 3227.387207
	Iteration 86Q: 3 clusters Score -2081988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2081992.125000 Penalty: 3227.387207
	Iteration 87Q: 3 clusters Score -2081992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2082007.000000 Penalty: 3227.387207
	Iteration 88Q: 3 clusters Score -2082007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2082013.625000 Penalty: 3227.387207
	Iteration 89Q: 3 clusters Score -2082014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2082015.375000 Penalty: 3227.387207
	Iteration 90Q: 3 clusters Score -2082015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2082025.375000 Penalty: 3227.387207
	Iteration 91Q: 3 clusters Score -2082025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2082036.250000 Penalty: 3227.387207
	Iteration 92Q: 3 clusters Score -2082036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2082035.625000 Penalty: 3227.387207
	Iteration 93Q: 3 clusters Score -2082036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2082050.500000 Penalty: 3227.387207
	Iteration 94Q: 3 clusters Score -2082050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2082046.375000 Penalty: 3227.387207
	Iteration 95Q: 3 clusters Score -2082046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2082055.875000 Penalty: 3227.387207
	Iteration 96Q: 3 clusters Score -2082056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2082058.625000 Penalty: 3227.387207
	Iteration 97Q: 3 clusters Score -2082059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2082070.750000 Penalty: 3227.387207
	Iteration 98Q: 3 clusters Score -2082071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2082064.750000 Penalty: 3227.387207
	Iteration 99Q: 3 clusters Score -2082065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2082071.375000 Penalty: 3227.387207
	Iteration 100F: 3 clusters Score -2082071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2082078.875000 Penalty: 3227.387207
	Iteration 101Q: 3 clusters Score -2082079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2082080.375000 Penalty: 3227.387207
	Iteration 102Q: 3 clusters Score -2082080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2082087.750000 Penalty: 3227.387207
	Iteration 103Q: 3 clusters Score -2082088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2082086.875000 Penalty: 3227.387207
	Iteration 104Q: 3 clusters Score -2082087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2082091.250000 Penalty: 3227.387207
	Iteration 105Q: 3 clusters Score -2082091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2082090.500000 Penalty: 3227.387207
	Iteration 106Q: 3 clusters Score -2082090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2082097.500000 Penalty: 3227.387207
	Iteration 107Q: 3 clusters Score -2082098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2082106.125000 Penalty: 3227.387207
	Iteration 108Q: 3 clusters Score -2082106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2082108.375000 Penalty: 3227.387207
	Iteration 109Q: 3 clusters Score -2082108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2082117.125000 Penalty: 3227.387207
	Iteration 110Q: 3 clusters Score -2082117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2082126.750000 Penalty: 3227.387207
	Iteration 111Q: 3 clusters Score -2082127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2082138.375000 Penalty: 3227.387207
	Iteration 112Q: 3 clusters Score -2082138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2082141.375000 Penalty: 3227.387207
	Iteration 113Q: 3 clusters Score -2082141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2082151.375000 Penalty: 3227.387207
	Iteration 114Q: 3 clusters Score -2082151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2082148.875000 Penalty: 3227.387207
	Iteration 115Q: 3 clusters Score -2082149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2082153.125000 Penalty: 3227.387207
	Iteration 116Q: 3 clusters Score -2082153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2082157.500000 Penalty: 3227.387207
	Iteration 117Q: 3 clusters Score -2082158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2082159.875000 Penalty: 3227.387207
	Iteration 118Q: 3 clusters Score -2082160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2082157.375000 Penalty: 3227.387207
	Iteration 119Q: 3 clusters Score -2082157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2082162.000000 Penalty: 3227.387207
	Iteration 120F: 3 clusters Score -2082162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2082161.875000 Penalty: 3227.387207
	Iteration 121Q: 3 clusters Score -2082162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2082165.125000 Penalty: 3227.387207
	Iteration 122Q: 3 clusters Score -2082165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2082163.500000 Penalty: 3227.387207
	Iteration 123Q: 3 clusters Score -2082164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2082172.375000 Penalty: 3227.387207
	Iteration 124Q: 3 clusters Score -2082172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2082177.500000 Penalty: 3227.387207
	Iteration 125Q: 3 clusters Score -2082178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2082180.375000 Penalty: 3227.387207
	Iteration 126Q: 3 clusters Score -2082180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2082181.000000 Penalty: 3227.387207
	Iteration 127Q: 3 clusters Score -2082181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2082183.750000 Penalty: 3227.387207
	Iteration 128Q: 3 clusters Score -2082184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2082188.500000 Penalty: 3227.387207
	Iteration 129Q: 3 clusters Score -2082188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2082194.750000 Penalty: 3227.387207
	Iteration 130Q: 3 clusters Score -2082195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2082200.000000 Penalty: 3227.387207
	Iteration 131Q: 3 clusters Score -2082200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2082202.000000 Penalty: 3227.387207
	Iteration 132Q: 3 clusters Score -2082202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2082202.250000 Penalty: 3227.387207
	Iteration 133Q: 3 clusters Score -2082202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2082199.000000 Penalty: 3227.387207
	Iteration 134Q: 3 clusters Score -2082199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2082198.375000 Penalty: 3227.387207
	Iteration 135Q: 3 clusters Score -2082198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2082196.875000 Penalty: 3227.387207
	Iteration 136Q: 3 clusters Score -2082197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2082196.875000 Penalty: 3227.387207
	Iteration 137F: 3 clusters Score -2082197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -602422.312500 Penalty: 1414.211914
	Iteration 0F: 2 clusters Score -602422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -597780.312500 Penalty: 2828.423828
	Iteration 0F: 3 clusters Score -597780.3 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -599120.625000 Penalty: 2828.423828
	Iteration 1F: 3 clusters Score -599120.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -599286.437500 Penalty: 2828.423828
	Iteration 2F: 3 clusters Score -599286.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -599424.187500 Penalty: 2828.423828
	Iteration 3Q: 3 clusters Score -599424.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -599576.750000 Penalty: 2828.423828
	Iteration 4Q: 3 clusters Score -599576.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -599725.000000 Penalty: 2828.423828
	Iteration 5Q: 3 clusters Score -599725 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -599877.250000 Penalty: 2828.423828
	Iteration 6Q: 3 clusters Score -599877.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -600051.500000 Penalty: 2828.423828
	Iteration 7Q: 3 clusters Score -600051.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -600259.187500 Penalty: 2828.423828
	Iteration 8Q: 3 clusters Score -600259.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -600502.375000 Penalty: 2828.423828
	Iteration 9F: 3 clusters Score -600502.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -600748.937500 Penalty: 2828.423828
	Iteration 10F: 3 clusters Score -600748.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -601010.437500 Penalty: 2828.423828
	Iteration 11Q: 3 clusters Score -601010.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -601281.937500 Penalty: 2828.423828
	Iteration 12Q: 3 clusters Score -601281.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -601480.250000 Penalty: 2828.423828
	Iteration 13Q: 3 clusters Score -601480.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -601608.812500 Penalty: 2828.423828
	Iteration 14Q: 3 clusters Score -601608.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -601720.875000 Penalty: 2828.423828
	Iteration 15Q: 3 clusters Score -601720.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -601787.750000 Penalty: 2828.423828
	Iteration 16Q: 3 clusters Score -601787.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -601829.500000 Penalty: 2828.423828
	Iteration 17Q: 3 clusters Score -601829.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -601855.187500 Penalty: 2828.423828
	Iteration 18Q: 3 clusters Score -601855.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -601873.937500 Penalty: 2828.423828
	Iteration 19Q: 3 clusters Score -601873.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -601881.000000 Penalty: 2828.423828
	Iteration 20F: 3 clusters Score -601881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -601885.875000 Penalty: 2828.423828
	Iteration 21Q: 3 clusters Score -601885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -601890.125000 Penalty: 2828.423828
	Iteration 22Q: 3 clusters Score -601890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -601892.937500 Penalty: 2828.423828
	Iteration 23Q: 3 clusters Score -601892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -601897.000000 Penalty: 2828.423828
	Iteration 24Q: 3 clusters Score -601897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -601897.625000 Penalty: 2828.423828
	Iteration 25Q: 3 clusters Score -601897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -601899.562500 Penalty: 2828.423828
	Iteration 26Q: 3 clusters Score -601899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -601903.312500 Penalty: 2828.423828
	Iteration 27Q: 3 clusters Score -601903.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -601902.812500 Penalty: 2828.423828
	Iteration 28Q: 3 clusters Score -601902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -601902.812500 Penalty: 2828.423828
	Iteration 29F: 3 clusters Score -601902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Entering Unmasked Estep 
Score: -1412858.250000 Penalty: 1551.438354
	Iteration 0F: 2 clusters Score -1412858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1403091.750000 Penalty: 3102.876709
	Iteration 0F: 3 clusters Score -1403092 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1406387.500000 Penalty: 3102.876709
	Iteration 1F: 3 clusters Score -1406388 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1406636.625000 Penalty: 3102.876709
	Iteration 2Q: 3 clusters Score -1406637 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1406827.125000 Penalty: 3102.876709
	Iteration 3Q: 3 clusters Score -1406827 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1406978.625000 Penalty: 3102.876709
	Iteration 4Q: 3 clusters Score -1406979 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1407112.125000 Penalty: 3102.876709
	Iteration 5Q: 3 clusters Score -1407112 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1407225.125000 Penalty: 3102.876709
	Iteration 6Q: 3 clusters Score -1407225 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1407315.000000 Penalty: 3102.876709
	Iteration 7Q: 3 clusters Score -1407315 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1407409.625000 Penalty: 3102.876709
	Iteration 8Q: 3 clusters Score -1407410 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1407493.625000 Penalty: 3102.876709
	Iteration 9Q: 3 clusters Score -1407494 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1407574.500000 Penalty: 3102.876709
	Iteration 10Q: 3 clusters Score -1407574 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1407667.375000 Penalty: 3102.876709
	Iteration 11Q: 3 clusters Score -1407667 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1407822.625000 Penalty: 3102.876709
	Iteration 12Q: 3 clusters Score -1407823 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1408010.750000 Penalty: 3102.876709
	Iteration 13Q: 3 clusters Score -1408011 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1408217.375000 Penalty: 3102.876709
	Iteration 14Q: 3 clusters Score -1408217 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1408483.750000 Penalty: 3102.876709
	Iteration 15Q: 3 clusters Score -1408484 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1408827.875000 Penalty: 3102.876709
	Iteration 16Q: 3 clusters Score -1408828 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1409245.000000 Penalty: 3102.876709
	Iteration 17Q: 3 clusters Score -1409245 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1409682.500000 Penalty: 3102.876709
	Iteration 18Q: 3 clusters Score -1409682 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1410015.125000 Penalty: 3102.876709
	Iteration 19Q: 3 clusters Score -1410015 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1410245.500000 Penalty: 3102.876709
	Iteration 20F: 3 clusters Score -1410246 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1410410.875000 Penalty: 3102.876709
	Iteration 21Q: 3 clusters Score -1410411 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1410567.375000 Penalty: 3102.876709
	Iteration 22Q: 3 clusters Score -1410567 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1410741.000000 Penalty: 3102.876709
	Iteration 23Q: 3 clusters Score -1410741 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1410914.875000 Penalty: 3102.876709
	Iteration 24Q: 3 clusters Score -1410915 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1411071.375000 Penalty: 3102.876709
	Iteration 25Q: 3 clusters Score -1411071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1411178.750000 Penalty: 3102.876709
	Iteration 26Q: 3 clusters Score -1411179 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1411261.625000 Penalty: 3102.876709
	Iteration 27Q: 3 clusters Score -1411262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1411327.000000 Penalty: 3102.876709
	Iteration 28Q: 3 clusters Score -1411327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1411371.875000 Penalty: 3102.876709
	Iteration 29Q: 3 clusters Score -1411372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1411400.375000 Penalty: 3102.876709
	Iteration 30Q: 3 clusters Score -1411400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1411423.625000 Penalty: 3102.876709
	Iteration 31Q: 3 clusters Score -1411424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1411445.125000 Penalty: 3102.876709
	Iteration 32Q: 3 clusters Score -1411445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1411465.375000 Penalty: 3102.876709
	Iteration 33Q: 3 clusters Score -1411465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1411484.375000 Penalty: 3102.876709
	Iteration 34Q: 3 clusters Score -1411484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1411505.000000 Penalty: 3102.876709
	Iteration 35Q: 3 clusters Score -1411505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1411517.375000 Penalty: 3102.876709
	Iteration 36Q: 3 clusters Score -1411517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1411528.500000 Penalty: 3102.876709
	Iteration 37Q: 3 clusters Score -1411528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1411536.125000 Penalty: 3102.876709
	Iteration 38Q: 3 clusters Score -1411536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1411540.500000 Penalty: 3102.876709
	Iteration 39Q: 3 clusters Score -1411540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1411544.750000 Penalty: 3102.876709
	Iteration 40F: 3 clusters Score -1411545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1411548.125000 Penalty: 3102.876709
	Iteration 41Q: 3 clusters Score -1411548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1411556.375000 Penalty: 3102.876709
	Iteration 42Q: 3 clusters Score -1411556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1411558.500000 Penalty: 3102.876709
	Iteration 43Q: 3 clusters Score -1411558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1411560.875000 Penalty: 3102.876709
	Iteration 44Q: 3 clusters Score -1411561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1411565.875000 Penalty: 3102.876709
	Iteration 45Q: 3 clusters Score -1411566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1411567.500000 Penalty: 3102.876709
	Iteration 46Q: 3 clusters Score -1411568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1411567.500000 Penalty: 3102.876709
	Iteration 47F: 3 clusters Score -1411568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Entering Unmasked Estep 
Score: -2145059.250000 Penalty: 1623.796997
	Iteration 0F: 2 clusters Score -2145059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2130254.000000 Penalty: 3247.593994
	Iteration 0F: 3 clusters Score -2130254 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2135658.250000 Penalty: 3247.593994
	Iteration 1F: 3 clusters Score -2135658 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2136049.750000 Penalty: 3247.593994
	Iteration 2Q: 3 clusters Score -2136050 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2136454.000000 Penalty: 3247.593994
	Iteration 3Q: 3 clusters Score -2136454 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2136848.750000 Penalty: 3247.593994
	Iteration 4Q: 3 clusters Score -2136849 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2137299.250000 Penalty: 3247.593994
	Iteration 5Q: 3 clusters Score -2137299 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2137805.500000 Penalty: 3247.593994
	Iteration 6Q: 3 clusters Score -2137806 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2138474.000000 Penalty: 3247.593994
	Iteration 7F: 3 clusters Score -2138474 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2139292.500000 Penalty: 3247.593994
	Iteration 8F: 3 clusters Score -2139292 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2140232.500000 Penalty: 3247.593994
	Iteration 9F: 3 clusters Score -2140232 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2141174.750000 Penalty: 3247.593994
	Iteration 10F: 3 clusters Score -2141175 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2142029.750000 Penalty: 3247.593994
	Iteration 11Q: 3 clusters Score -2142030 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2142679.250000 Penalty: 3247.593994
	Iteration 12Q: 3 clusters Score -2142679 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2143146.750000 Penalty: 3247.593994
	Iteration 13Q: 3 clusters Score -2143147 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2143413.500000 Penalty: 3247.593994
	Iteration 14Q: 3 clusters Score -2143414 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2143552.750000 Penalty: 3247.593994
	Iteration 15Q: 3 clusters Score -2143553 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2143635.750000 Penalty: 3247.593994
	Iteration 16Q: 3 clusters Score -2143636 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2143679.500000 Penalty: 3247.593994
	Iteration 17Q: 3 clusters Score -2143680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2143703.500000 Penalty: 3247.593994
	Iteration 18Q: 3 clusters Score -2143704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2143722.250000 Penalty: 3247.593994
	Iteration 19Q: 3 clusters Score -2143722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2143734.750000 Penalty: 3247.593994
	Iteration 20F: 3 clusters Score -2143735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2143747.000000 Penalty: 3247.593994
	Iteration 21Q: 3 clusters Score -2143747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2143755.250000 Penalty: 3247.593994
	Iteration 22Q: 3 clusters Score -2143755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2143756.000000 Penalty: 3247.593994
	Iteration 23Q: 3 clusters Score -2143756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2143758.000000 Penalty: 3247.593994
	Iteration 24Q: 3 clusters Score -2143758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2143761.750000 Penalty: 3247.593994
	Iteration 25Q: 3 clusters Score -2143762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2143766.250000 Penalty: 3247.593994
	Iteration 26Q: 3 clusters Score -2143766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2143773.750000 Penalty: 3247.593994
	Iteration 27Q: 3 clusters Score -2143774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2143774.000000 Penalty: 3247.593994
	Iteration 28Q: 3 clusters Score -2143774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2143775.750000 Penalty: 3247.593994
	Iteration 29Q: 3 clusters Score -2143776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2143777.750000 Penalty: 3247.593994
	Iteration 30Q: 3 clusters Score -2143778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2143776.750000 Penalty: 3247.593994
	Iteration 31Q: 3 clusters Score -2143777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2143777.250000 Penalty: 3247.593994
	Iteration 32Q: 3 clusters Score -2143777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2143776.750000 Penalty: 3247.593994
	Iteration 33Q: 3 clusters Score -2143777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2143776.750000 Penalty: 3247.593994
	Iteration 34F: 3 clusters Score -2143777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -470344.343750 Penalty: 1378.557373
	Iteration 0F: 2 clusters Score -470344.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -466513.375000 Penalty: 2757.114746
	Iteration 0F: 3 clusters Score -466513.4 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -467541.843750 Penalty: 2757.114746
	Iteration 1F: 3 clusters Score -467541.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -467704.000000 Penalty: 2757.114746
	Iteration 2F: 3 clusters Score -467704 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -467801.750000 Penalty: 2757.114746
	Iteration 3Q: 3 clusters Score -467801.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -467874.625000 Penalty: 2757.114746
	Iteration 4Q: 3 clusters Score -467874.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -467939.250000 Penalty: 2757.114746
	Iteration 5Q: 3 clusters Score -467939.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -468012.093750 Penalty: 2757.114746
	Iteration 6Q: 3 clusters Score -468012.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -468094.968750 Penalty: 2757.114746
	Iteration 7Q: 3 clusters Score -468095 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -468182.781250 Penalty: 2757.114746
	Iteration 8Q: 3 clusters Score -468182.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -468269.125000 Penalty: 2757.114746
	Iteration 9Q: 3 clusters Score -468269.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -468382.000000 Penalty: 2757.114746
	Iteration 10Q: 3 clusters Score -468382 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -468506.406250 Penalty: 2757.114746
	Iteration 11Q: 3 clusters Score -468506.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -468616.718750 Penalty: 2757.114746
	Iteration 12Q: 3 clusters Score -468616.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -468723.750000 Penalty: 2757.114746
	Iteration 13Q: 3 clusters Score -468723.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -468827.343750 Penalty: 2757.114746
	Iteration 14Q: 3 clusters Score -468827.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -468914.968750 Penalty: 2757.114746
	Iteration 15Q: 3 clusters Score -468915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -468975.406250 Penalty: 2757.114746
	Iteration 16Q: 3 clusters Score -468975.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -469017.218750 Penalty: 2757.114746
	Iteration 17Q: 3 clusters Score -469017.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -469046.812500 Penalty: 2757.114746
	Iteration 18Q: 3 clusters Score -469046.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -469065.031250 Penalty: 2757.114746
	Iteration 19Q: 3 clusters Score -469065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -469079.843750 Penalty: 2757.114746
	Iteration 20F: 3 clusters Score -469079.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -469094.343750 Penalty: 2757.114746
	Iteration 21Q: 3 clusters Score -469094.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -469103.781250 Penalty: 2757.114746
	Iteration 22Q: 3 clusters Score -469103.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -469111.031250 Penalty: 2757.114746
	Iteration 23Q: 3 clusters Score -469111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -469113.656250 Penalty: 2757.114746
	Iteration 24Q: 3 clusters Score -469113.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -469116.593750 Penalty: 2757.114746
	Iteration 25Q: 3 clusters Score -469116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -469120.093750 Penalty: 2757.114746
	Iteration 26Q: 3 clusters Score -469120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -469125.593750 Penalty: 2757.114746
	Iteration 27Q: 3 clusters Score -469125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -469129.281250 Penalty: 2757.114746
	Iteration 28Q: 3 clusters Score -469129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -469131.562500 Penalty: 2757.114746
	Iteration 29Q: 3 clusters Score -469131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -469134.531250 Penalty: 2757.114746
	Iteration 30Q: 3 clusters Score -469134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -469137.093750 Penalty: 2757.114746
	Iteration 31Q: 3 clusters Score -469137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -469139.187500 Penalty: 2757.114746
	Iteration 32Q: 3 clusters Score -469139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -469143.625000 Penalty: 2757.114746
	Iteration 33Q: 3 clusters Score -469143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -469151.593750 Penalty: 2757.114746
	Iteration 34Q: 3 clusters Score -469151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -469158.843750 Penalty: 2757.114746
	Iteration 35Q: 3 clusters Score -469158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -469163.500000 Penalty: 2757.114746
	Iteration 36Q: 3 clusters Score -469163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -469169.000000 Penalty: 2757.114746
	Iteration 37Q: 3 clusters Score -469169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -469170.562500 Penalty: 2757.114746
	Iteration 38Q: 3 clusters Score -469170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -469172.656250 Penalty: 2757.114746
	Iteration 39Q: 3 clusters Score -469172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -469172.656250 Penalty: 2757.114746
	Iteration 40F: 3 clusters Score -469172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -153870.906250 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -153870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -151984.984375 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -151985 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152418.984375 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -152419 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152566.890625 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -152566.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -152681.156250 Penalty: 2407.772461
	Iteration 3F: 3 clusters Score -152681.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152779.843750 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -152779.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152870.125000 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -152870.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152954.890625 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -152954.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -153052.437500 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -153052.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -153171.640625 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -153171.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -153285.125000 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -153285.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153358.500000 Penalty: 2407.772461
	Iteration 10Q: 3 clusters Score -153358.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -153411.781250 Penalty: 2407.772461
	Iteration 11Q: 3 clusters Score -153411.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -153463.281250 Penalty: 2407.772461
	Iteration 12Q: 3 clusters Score -153463.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -153494.500000 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -153494.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153511.843750 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -153511.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -153521.671875 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -153521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153527.078125 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -153527.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -153533.390625 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -153533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -153539.765625 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -153539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -153541.093750 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -153541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -153541.640625 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -153541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Entering Unmasked Estep 
Score: -1449133.875000 Penalty: 1560.474854
	Iteration 0F: 2 clusters Score -1449134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1438976.250000 Penalty: 3120.949707
	Iteration 0F: 3 clusters Score -1438976 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1442429.875000 Penalty: 3120.949707
	Iteration 1F: 3 clusters Score -1442430 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1442755.500000 Penalty: 3120.949707
	Iteration 2F: 3 clusters Score -1442756 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1443062.250000 Penalty: 3120.949707
	Iteration 3Q: 3 clusters Score -1443062 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1443369.125000 Penalty: 3120.949707
	Iteration 4Q: 3 clusters Score -1443369 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1443677.375000 Penalty: 3120.949707
	Iteration 5Q: 3 clusters Score -1443677 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1443991.500000 Penalty: 3120.949707
	Iteration 6Q: 3 clusters Score -1443992 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1444374.750000 Penalty: 3120.949707
	Iteration 7Q: 3 clusters Score -1444375 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1444835.500000 Penalty: 3120.949707
	Iteration 8Q: 3 clusters Score -1444836 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1445335.875000 Penalty: 3120.949707
	Iteration 9F: 3 clusters Score -1445336 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1445805.625000 Penalty: 3120.949707
	Iteration 10Q: 3 clusters Score -1445806 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1446202.875000 Penalty: 3120.949707
	Iteration 11Q: 3 clusters Score -1446203 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1446470.750000 Penalty: 3120.949707
	Iteration 12Q: 3 clusters Score -1446471 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1446661.375000 Penalty: 3120.949707
	Iteration 13Q: 3 clusters Score -1446661 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1446824.125000 Penalty: 3120.949707
	Iteration 14Q: 3 clusters Score -1446824 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1446957.250000 Penalty: 3120.949707
	Iteration 15Q: 3 clusters Score -1446957 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1447045.500000 Penalty: 3120.949707
	Iteration 16Q: 3 clusters Score -1447046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1447139.375000 Penalty: 3120.949707
	Iteration 17Q: 3 clusters Score -1447139 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1447224.000000 Penalty: 3120.949707
	Iteration 18Q: 3 clusters Score -1447224 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1447303.750000 Penalty: 3120.949707
	Iteration 19Q: 3 clusters Score -1447304 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1447376.875000 Penalty: 3120.949707
	Iteration 20F: 3 clusters Score -1447377 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1447446.000000 Penalty: 3120.949707
	Iteration 21Q: 3 clusters Score -1447446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1447514.375000 Penalty: 3120.949707
	Iteration 22Q: 3 clusters Score -1447514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1447567.250000 Penalty: 3120.949707
	Iteration 23Q: 3 clusters Score -1447567 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1447628.250000 Penalty: 3120.949707
	Iteration 24Q: 3 clusters Score -1447628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1447680.500000 Penalty: 3120.949707
	Iteration 25Q: 3 clusters Score -1447680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1447723.625000 Penalty: 3120.949707
	Iteration 26Q: 3 clusters Score -1447724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1447765.375000 Penalty: 3120.949707
	Iteration 27Q: 3 clusters Score -1447765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1447802.750000 Penalty: 3120.949707
	Iteration 28Q: 3 clusters Score -1447803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1447828.875000 Penalty: 3120.949707
	Iteration 29Q: 3 clusters Score -1447829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1447847.750000 Penalty: 3120.949707
	Iteration 30Q: 3 clusters Score -1447848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1447870.250000 Penalty: 3120.949707
	Iteration 31Q: 3 clusters Score -1447870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1447892.000000 Penalty: 3120.949707
	Iteration 32Q: 3 clusters Score -1447892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1447908.875000 Penalty: 3120.949707
	Iteration 33Q: 3 clusters Score -1447909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1447935.625000 Penalty: 3120.949707
	Iteration 34Q: 3 clusters Score -1447936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1447949.250000 Penalty: 3120.949707
	Iteration 35Q: 3 clusters Score -1447949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1447960.875000 Penalty: 3120.949707
	Iteration 36Q: 3 clusters Score -1447961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1447974.875000 Penalty: 3120.949707
	Iteration 37Q: 3 clusters Score -1447975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1447978.500000 Penalty: 3120.949707
	Iteration 38Q: 3 clusters Score -1447978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1447983.125000 Penalty: 3120.949707
	Iteration 39Q: 3 clusters Score -1447983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1447982.375000 Penalty: 3120.949707
	Iteration 40F: 3 clusters Score -1447982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1447980.500000 Penalty: 3120.949707
	Iteration 41Q: 3 clusters Score -1447980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1447982.250000 Penalty: 3120.949707
	Iteration 42Q: 3 clusters Score -1447982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1447982.250000 Penalty: 3120.949707
	Iteration 43Q: 3 clusters Score -1447982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1447988.125000 Penalty: 3120.949707
	Iteration 44Q: 3 clusters Score -1447988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1447988.750000 Penalty: 3120.949707
	Iteration 45Q: 3 clusters Score -1447989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1447989.625000 Penalty: 3120.949707
	Iteration 46Q: 3 clusters Score -1447990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1447992.750000 Penalty: 3120.949707
	Iteration 47Q: 3 clusters Score -1447993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1447993.500000 Penalty: 3120.949707
	Iteration 48Q: 3 clusters Score -1447994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1447997.000000 Penalty: 3120.949707
	Iteration 49Q: 3 clusters Score -1447997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1448001.375000 Penalty: 3120.949707
	Iteration 50Q: 3 clusters Score -1448001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1448004.750000 Penalty: 3120.949707
	Iteration 51Q: 3 clusters Score -1448005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1448009.250000 Penalty: 3120.949707
	Iteration 52Q: 3 clusters Score -1448009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1448009.875000 Penalty: 3120.949707
	Iteration 53Q: 3 clusters Score -1448010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1448009.875000 Penalty: 3120.949707
	Iteration 54F: 3 clusters Score -1448010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Entering Unmasked Estep 
Score: -1176242.625000 Penalty: 1522.678711
	Iteration 0F: 2 clusters Score -1176243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1167968.375000 Penalty: 3045.357422
	Iteration 0F: 3 clusters Score -1167968 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1170560.875000 Penalty: 3045.357422
	Iteration 1F: 3 clusters Score -1170561 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1170782.750000 Penalty: 3045.357422
	Iteration 2F: 3 clusters Score -1170783 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1170992.375000 Penalty: 3045.357422
	Iteration 3Q: 3 clusters Score -1170992 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1171177.125000 Penalty: 3045.357422
	Iteration 4Q: 3 clusters Score -1171177 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1171396.500000 Penalty: 3045.357422
	Iteration 5Q: 3 clusters Score -1171396 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1171661.750000 Penalty: 3045.357422
	Iteration 6Q: 3 clusters Score -1171662 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1172013.875000 Penalty: 3045.357422
	Iteration 7F: 3 clusters Score -1172014 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1172467.625000 Penalty: 3045.357422
	Iteration 8F: 3 clusters Score -1172468 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1173008.500000 Penalty: 3045.357422
	Iteration 9F: 3 clusters Score -1173008 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1173518.000000 Penalty: 3045.357422
	Iteration 10F: 3 clusters Score -1173518 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1173994.250000 Penalty: 3045.357422
	Iteration 11Q: 3 clusters Score -1173994 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1174359.125000 Penalty: 3045.357422
	Iteration 12Q: 3 clusters Score -1174359 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1174600.375000 Penalty: 3045.357422
	Iteration 13Q: 3 clusters Score -1174600 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1174749.500000 Penalty: 3045.357422
	Iteration 14Q: 3 clusters Score -1174750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1174815.125000 Penalty: 3045.357422
	Iteration 15Q: 3 clusters Score -1174815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1174856.500000 Penalty: 3045.357422
	Iteration 16Q: 3 clusters Score -1174856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1174890.375000 Penalty: 3045.357422
	Iteration 17Q: 3 clusters Score -1174890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1174913.250000 Penalty: 3045.357422
	Iteration 18Q: 3 clusters Score -1174913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1174929.625000 Penalty: 3045.357422
	Iteration 19Q: 3 clusters Score -1174930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1174939.375000 Penalty: 3045.357422
	Iteration 20F: 3 clusters Score -1174939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1174948.500000 Penalty: 3045.357422
	Iteration 21Q: 3 clusters Score -1174948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1174952.250000 Penalty: 3045.357422
	Iteration 22Q: 3 clusters Score -1174952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1174954.625000 Penalty: 3045.357422
	Iteration 23Q: 3 clusters Score -1174955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1174955.375000 Penalty: 3045.357422
	Iteration 24Q: 3 clusters Score -1174955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1174955.375000 Penalty: 3045.357422
	Iteration 25F: 3 clusters Score -1174955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -132034.890625 Penalty: 1173.429565
	Iteration 0F: 2 clusters Score -132034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -130328.742188 Penalty: 2346.859131
	Iteration 0F: 3 clusters Score -130328.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -130629.195312 Penalty: 2346.859131
	Iteration 1F: 3 clusters Score -130629.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -130722.062500 Penalty: 2346.859131
	Iteration 2F: 3 clusters Score -130722.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130767.140625 Penalty: 2346.859131
	Iteration 3Q: 3 clusters Score -130767.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130796.062500 Penalty: 2346.859131
	Iteration 4Q: 3 clusters Score -130796.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -130817.234375 Penalty: 2346.859131
	Iteration 5Q: 3 clusters Score -130817.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -130831.062500 Penalty: 2346.859131
	Iteration 6Q: 3 clusters Score -130831.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -130838.695312 Penalty: 2346.859131
	Iteration 7Q: 3 clusters Score -130838.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -130848.289062 Penalty: 2346.859131
	Iteration 8Q: 3 clusters Score -130848.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -130856.710938 Penalty: 2346.859131
	Iteration 9Q: 3 clusters Score -130856.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130870.382812 Penalty: 2346.859131
	Iteration 10Q: 3 clusters Score -130870.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -130879.773438 Penalty: 2346.859131
	Iteration 11Q: 3 clusters Score -130879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130883.828125 Penalty: 2346.859131
	Iteration 12Q: 3 clusters Score -130883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -130887.875000 Penalty: 2346.859131
	Iteration 13Q: 3 clusters Score -130887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -130890.585938 Penalty: 2346.859131
	Iteration 14Q: 3 clusters Score -130890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130891.921875 Penalty: 2346.859131
	Iteration 15Q: 3 clusters Score -130891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -130893.539062 Penalty: 2346.859131
	Iteration 16Q: 3 clusters Score -130893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -130895.375000 Penalty: 2346.859131
	Iteration 17Q: 3 clusters Score -130895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130897.000000 Penalty: 2346.859131
	Iteration 18Q: 3 clusters Score -130897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -130899.250000 Penalty: 2346.859131
	Iteration 19Q: 3 clusters Score -130899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130901.109375 Penalty: 2346.859131
	Iteration 20F: 3 clusters Score -130901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -130903.609375 Penalty: 2346.859131
	Iteration 21Q: 3 clusters Score -130903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -130905.414062 Penalty: 2346.859131
	Iteration 22Q: 3 clusters Score -130905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130905.773438 Penalty: 2346.859131
	Iteration 23Q: 3 clusters Score -130905.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -130905.773438 Penalty: 2346.859131
	Iteration 24F: 3 clusters Score -130905.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Entering Unmasked Estep 
Score: -561140.000000 Penalty: 1407.853638
	Iteration 0F: 2 clusters Score -561140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -556654.625000 Penalty: 2815.707275
	Iteration 0F: 3 clusters Score -556654.6 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -557998.687500 Penalty: 2815.707275
	Iteration 1F: 3 clusters Score -557998.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -558213.375000 Penalty: 2815.707275
	Iteration 2F: 3 clusters Score -558213.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -558380.937500 Penalty: 2815.707275
	Iteration 3F: 3 clusters Score -558380.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -558544.687500 Penalty: 2815.707275
	Iteration 4Q: 3 clusters Score -558544.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -558675.250000 Penalty: 2815.707275
	Iteration 5Q: 3 clusters Score -558675.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -558800.375000 Penalty: 2815.707275
	Iteration 6Q: 3 clusters Score -558800.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -558909.500000 Penalty: 2815.707275
	Iteration 7Q: 3 clusters Score -558909.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -559008.875000 Penalty: 2815.707275
	Iteration 8Q: 3 clusters Score -559008.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -559106.000000 Penalty: 2815.707275
	Iteration 9Q: 3 clusters Score -559106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -559190.625000 Penalty: 2815.707275
	Iteration 10Q: 3 clusters Score -559190.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -559254.000000 Penalty: 2815.707275
	Iteration 11Q: 3 clusters Score -559254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -559308.937500 Penalty: 2815.707275
	Iteration 12Q: 3 clusters Score -559308.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -559359.375000 Penalty: 2815.707275
	Iteration 13Q: 3 clusters Score -559359.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -559405.062500 Penalty: 2815.707275
	Iteration 14Q: 3 clusters Score -559405.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -559440.812500 Penalty: 2815.707275
	Iteration 15Q: 3 clusters Score -559440.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -559465.125000 Penalty: 2815.707275
	Iteration 16Q: 3 clusters Score -559465.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -559495.937500 Penalty: 2815.707275
	Iteration 17Q: 3 clusters Score -559495.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -559529.000000 Penalty: 2815.707275
	Iteration 18Q: 3 clusters Score -559529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -559560.500000 Penalty: 2815.707275
	Iteration 19Q: 3 clusters Score -559560.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -559586.562500 Penalty: 2815.707275
	Iteration 20F: 3 clusters Score -559586.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -559605.437500 Penalty: 2815.707275
	Iteration 21Q: 3 clusters Score -559605.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -559619.437500 Penalty: 2815.707275
	Iteration 22Q: 3 clusters Score -559619.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -559633.937500 Penalty: 2815.707275
	Iteration 23Q: 3 clusters Score -559633.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -559645.812500 Penalty: 2815.707275
	Iteration 24Q: 3 clusters Score -559645.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -559654.500000 Penalty: 2815.707275
	Iteration 25Q: 3 clusters Score -559654.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -559662.625000 Penalty: 2815.707275
	Iteration 26Q: 3 clusters Score -559662.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -559668.750000 Penalty: 2815.707275
	Iteration 27Q: 3 clusters Score -559668.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -559676.000000 Penalty: 2815.707275
	Iteration 28Q: 3 clusters Score -559676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -559678.875000 Penalty: 2815.707275
	Iteration 29Q: 3 clusters Score -559678.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -559684.375000 Penalty: 2815.707275
	Iteration 30Q: 3 clusters Score -559684.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -559690.750000 Penalty: 2815.707275
	Iteration 31Q: 3 clusters Score -559690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -559697.000000 Penalty: 2815.707275
	Iteration 32Q: 3 clusters Score -559697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -559705.062500 Penalty: 2815.707275
	Iteration 33Q: 3 clusters Score -559705.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -559710.375000 Penalty: 2815.707275
	Iteration 34Q: 3 clusters Score -559710.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -559715.062500 Penalty: 2815.707275
	Iteration 35Q: 3 clusters Score -559715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -559719.437500 Penalty: 2815.707275
	Iteration 36Q: 3 clusters Score -559719.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -559724.187500 Penalty: 2815.707275
	Iteration 37Q: 3 clusters Score -559724.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -559731.312500 Penalty: 2815.707275
	Iteration 38Q: 3 clusters Score -559731.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -559738.750000 Penalty: 2815.707275
	Iteration 39Q: 3 clusters Score -559738.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -559742.937500 Penalty: 2815.707275
	Iteration 40F: 3 clusters Score -559742.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -559749.125000 Penalty: 2815.707275
	Iteration 41Q: 3 clusters Score -559749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -559753.875000 Penalty: 2815.707275
	Iteration 42Q: 3 clusters Score -559753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -559758.500000 Penalty: 2815.707275
	Iteration 43Q: 3 clusters Score -559758.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -559766.812500 Penalty: 2815.707275
	Iteration 44Q: 3 clusters Score -559766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -559778.250000 Penalty: 2815.707275
	Iteration 45Q: 3 clusters Score -559778.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -559789.437500 Penalty: 2815.707275
	Iteration 46Q: 3 clusters Score -559789.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -559800.625000 Penalty: 2815.707275
	Iteration 47Q: 3 clusters Score -559800.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -559806.875000 Penalty: 2815.707275
	Iteration 48Q: 3 clusters Score -559806.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -559811.625000 Penalty: 2815.707275
	Iteration 49Q: 3 clusters Score -559811.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -559815.687500 Penalty: 2815.707275
	Iteration 50Q: 3 clusters Score -559815.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -559819.437500 Penalty: 2815.707275
	Iteration 51Q: 3 clusters Score -559819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -559824.250000 Penalty: 2815.707275
	Iteration 52Q: 3 clusters Score -559824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -559829.375000 Penalty: 2815.707275
	Iteration 53Q: 3 clusters Score -559829.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -559832.875000 Penalty: 2815.707275
	Iteration 54Q: 3 clusters Score -559832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -559837.500000 Penalty: 2815.707275
	Iteration 55Q: 3 clusters Score -559837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -559844.437500 Penalty: 2815.707275
	Iteration 56Q: 3 clusters Score -559844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -559852.062500 Penalty: 2815.707275
	Iteration 57Q: 3 clusters Score -559852.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -559859.625000 Penalty: 2815.707275
	Iteration 58Q: 3 clusters Score -559859.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -559864.500000 Penalty: 2815.707275
	Iteration 59Q: 3 clusters Score -559864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -559866.000000 Penalty: 2815.707275
	Iteration 60F: 3 clusters Score -559866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -559868.062500 Penalty: 2815.707275
	Iteration 61Q: 3 clusters Score -559868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -559869.062500 Penalty: 2815.707275
	Iteration 62Q: 3 clusters Score -559869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -559870.437500 Penalty: 2815.707275
	Iteration 63Q: 3 clusters Score -559870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -559872.625000 Penalty: 2815.707275
	Iteration 64Q: 3 clusters Score -559872.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -559873.812500 Penalty: 2815.707275
	Iteration 65Q: 3 clusters Score -559873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -559875.687500 Penalty: 2815.707275
	Iteration 66Q: 3 clusters Score -559875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -559875.187500 Penalty: 2815.707275
	Iteration 67Q: 3 clusters Score -559875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -559878.062500 Penalty: 2815.707275
	Iteration 68Q: 3 clusters Score -559878.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -559878.750000 Penalty: 2815.707275
	Iteration 69Q: 3 clusters Score -559878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -559879.937500 Penalty: 2815.707275
	Iteration 70Q: 3 clusters Score -559879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -559883.812500 Penalty: 2815.707275
	Iteration 71Q: 3 clusters Score -559883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -559886.000000 Penalty: 2815.707275
	Iteration 72Q: 3 clusters Score -559886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -559889.125000 Penalty: 2815.707275
	Iteration 73Q: 3 clusters Score -559889.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -559890.687500 Penalty: 2815.707275
	Iteration 74Q: 3 clusters Score -559890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -559894.312500 Penalty: 2815.707275
	Iteration 75Q: 3 clusters Score -559894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -559899.187500 Penalty: 2815.707275
	Iteration 76Q: 3 clusters Score -559899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -559900.125000 Penalty: 2815.707275
	Iteration 77Q: 3 clusters Score -559900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -559902.875000 Penalty: 2815.707275
	Iteration 78Q: 3 clusters Score -559902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -559905.437500 Penalty: 2815.707275
	Iteration 79Q: 3 clusters Score -559905.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -559906.125000 Penalty: 2815.707275
	Iteration 80F: 3 clusters Score -559906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -559906.562500 Penalty: 2815.707275
	Iteration 81Q: 3 clusters Score -559906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -559908.812500 Penalty: 2815.707275
	Iteration 82Q: 3 clusters Score -559908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -559909.875000 Penalty: 2815.707275
	Iteration 83Q: 3 clusters Score -559909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -559912.375000 Penalty: 2815.707275
	Iteration 84Q: 3 clusters Score -559912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -559915.187500 Penalty: 2815.707275
	Iteration 85Q: 3 clusters Score -559915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -559916.625000 Penalty: 2815.707275
	Iteration 86Q: 3 clusters Score -559916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -559919.812500 Penalty: 2815.707275
	Iteration 87Q: 3 clusters Score -559919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -559920.625000 Penalty: 2815.707275
	Iteration 88Q: 3 clusters Score -559920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -559922.437500 Penalty: 2815.707275
	Iteration 89Q: 3 clusters Score -559922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -559923.375000 Penalty: 2815.707275
	Iteration 90Q: 3 clusters Score -559923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -559923.187500 Penalty: 2815.707275
	Iteration 91Q: 3 clusters Score -559923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -559922.812500 Penalty: 2815.707275
	Iteration 92Q: 3 clusters Score -559922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -559922.812500 Penalty: 2815.707275
	Iteration 93F: 3 clusters Score -559922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -867824.312500 Penalty: 1475.426514
	Iteration 0F: 2 clusters Score -867824.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -861460.687500 Penalty: 2950.853027
	Iteration 0F: 3 clusters Score -861460.7 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -863480.500000 Penalty: 2950.853027
	Iteration 1F: 3 clusters Score -863480.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -863678.687500 Penalty: 2950.853027
	Iteration 2F: 3 clusters Score -863678.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -863802.812500 Penalty: 2950.853027
	Iteration 3Q: 3 clusters Score -863802.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -863896.750000 Penalty: 2950.853027
	Iteration 4Q: 3 clusters Score -863896.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -864006.000000 Penalty: 2950.853027
	Iteration 5Q: 3 clusters Score -864006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -864095.125000 Penalty: 2950.853027
	Iteration 6Q: 3 clusters Score -864095.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -864170.125000 Penalty: 2950.853027
	Iteration 7Q: 3 clusters Score -864170.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -864247.125000 Penalty: 2950.853027
	Iteration 8Q: 3 clusters Score -864247.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -864329.937500 Penalty: 2950.853027
	Iteration 9Q: 3 clusters Score -864329.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -864441.687500 Penalty: 2950.853027
	Iteration 10Q: 3 clusters Score -864441.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -864575.875000 Penalty: 2950.853027
	Iteration 11Q: 3 clusters Score -864575.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -864705.687500 Penalty: 2950.853027
	Iteration 12Q: 3 clusters Score -864705.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -864862.812500 Penalty: 2950.853027
	Iteration 13Q: 3 clusters Score -864862.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -865034.750000 Penalty: 2950.853027
	Iteration 14Q: 3 clusters Score -865034.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -865201.312500 Penalty: 2950.853027
	Iteration 15Q: 3 clusters Score -865201.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -865410.187500 Penalty: 2950.853027
	Iteration 16Q: 3 clusters Score -865410.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -865629.500000 Penalty: 2950.853027
	Iteration 17Q: 3 clusters Score -865629.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -865830.312500 Penalty: 2950.853027
	Iteration 18Q: 3 clusters Score -865830.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -866021.250000 Penalty: 2950.853027
	Iteration 19Q: 3 clusters Score -866021.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -866192.375000 Penalty: 2950.853027
	Iteration 20F: 3 clusters Score -866192.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -866318.625000 Penalty: 2950.853027
	Iteration 21Q: 3 clusters Score -866318.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -866406.812500 Penalty: 2950.853027
	Iteration 22Q: 3 clusters Score -866406.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -866464.062500 Penalty: 2950.853027
	Iteration 23Q: 3 clusters Score -866464.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -866499.375000 Penalty: 2950.853027
	Iteration 24Q: 3 clusters Score -866499.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -866532.562500 Penalty: 2950.853027
	Iteration 25Q: 3 clusters Score -866532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -866546.937500 Penalty: 2950.853027
	Iteration 26Q: 3 clusters Score -866546.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -866556.875000 Penalty: 2950.853027
	Iteration 27Q: 3 clusters Score -866556.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -866569.062500 Penalty: 2950.853027
	Iteration 28Q: 3 clusters Score -866569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -866579.937500 Penalty: 2950.853027
	Iteration 29Q: 3 clusters Score -866579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -866593.375000 Penalty: 2950.853027
	Iteration 30Q: 3 clusters Score -866593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -866597.687500 Penalty: 2950.853027
	Iteration 31Q: 3 clusters Score -866597.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -866602.437500 Penalty: 2950.853027
	Iteration 32Q: 3 clusters Score -866602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -866609.062500 Penalty: 2950.853027
	Iteration 33Q: 3 clusters Score -866609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -866611.250000 Penalty: 2950.853027
	Iteration 34Q: 3 clusters Score -866611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -866616.937500 Penalty: 2950.853027
	Iteration 35Q: 3 clusters Score -866616.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -866622.750000 Penalty: 2950.853027
	Iteration 36Q: 3 clusters Score -866622.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -866628.750000 Penalty: 2950.853027
	Iteration 37Q: 3 clusters Score -866628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -866632.437500 Penalty: 2950.853027
	Iteration 38Q: 3 clusters Score -866632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -866634.250000 Penalty: 2950.853027
	Iteration 39Q: 3 clusters Score -866634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -866636.812500 Penalty: 2950.853027
	Iteration 40F: 3 clusters Score -866636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -866637.750000 Penalty: 2950.853027
	Iteration 41Q: 3 clusters Score -866637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -866637.750000 Penalty: 2950.853027
	Iteration 42F: 3 clusters Score -866637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Entering Unmasked Estep 
Score: -1813398.875000 Penalty: 1594.810669
	Iteration 0F: 2 clusters Score -1813399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1800860.125000 Penalty: 3189.621338
	Iteration 0F: 3 clusters Score -1800860 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1805219.875000 Penalty: 3189.621338
	Iteration 1F: 3 clusters Score -1805220 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1805469.750000 Penalty: 3189.621338
	Iteration 2Q: 3 clusters Score -1805470 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1805693.250000 Penalty: 3189.621338
	Iteration 3Q: 3 clusters Score -1805693 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1805931.000000 Penalty: 3189.621338
	Iteration 4Q: 3 clusters Score -1805931 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1806148.000000 Penalty: 3189.621338
	Iteration 5Q: 3 clusters Score -1806148 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1806416.375000 Penalty: 3189.621338
	Iteration 6Q: 3 clusters Score -1806416 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1806735.000000 Penalty: 3189.621338
	Iteration 7Q: 3 clusters Score -1806735 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1807162.875000 Penalty: 3189.621338
	Iteration 8Q: 3 clusters Score -1807163 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1807751.500000 Penalty: 3189.621338
	Iteration 9F: 3 clusters Score -1807752 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1808516.625000 Penalty: 3189.621338
	Iteration 10F: 3 clusters Score -1808517 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1809316.250000 Penalty: 3189.621338
	Iteration 11F: 3 clusters Score -1809316 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1810081.375000 Penalty: 3189.621338
	Iteration 12F: 3 clusters Score -1810081 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1810738.000000 Penalty: 3189.621338
	Iteration 13Q: 3 clusters Score -1810738 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -1811189.000000 Penalty: 3189.621338
	Iteration 14Q: 3 clusters Score -1811189 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1811479.875000 Penalty: 3189.621338
	Iteration 15Q: 3 clusters Score -1811480 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1811672.750000 Penalty: 3189.621338
	Iteration 16Q: 3 clusters Score -1811673 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -1811800.125000 Penalty: 3189.621338
	Iteration 17Q: 3 clusters Score -1811800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1811884.375000 Penalty: 3189.621338
	Iteration 18Q: 3 clusters Score -1811884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1811945.125000 Penalty: 3189.621338
	Iteration 19Q: 3 clusters Score -1811945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1811985.375000 Penalty: 3189.621338
	Iteration 20F: 3 clusters Score -1811985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -1812010.500000 Penalty: 3189.621338
	Iteration 21Q: 3 clusters Score -1812010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1812033.250000 Penalty: 3189.621338
	Iteration 22Q: 3 clusters Score -1812033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1812045.750000 Penalty: 3189.621338
	Iteration 23Q: 3 clusters Score -1812046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1812056.375000 Penalty: 3189.621338
	Iteration 24Q: 3 clusters Score -1812056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1812063.375000 Penalty: 3189.621338
	Iteration 25Q: 3 clusters Score -1812063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1812073.625000 Penalty: 3189.621338
	Iteration 26Q: 3 clusters Score -1812074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1812077.625000 Penalty: 3189.621338
	Iteration 27Q: 3 clusters Score -1812078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1812084.500000 Penalty: 3189.621338
	Iteration 28Q: 3 clusters Score -1812084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1812096.375000 Penalty: 3189.621338
	Iteration 29Q: 3 clusters Score -1812096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1812106.875000 Penalty: 3189.621338
	Iteration 30Q: 3 clusters Score -1812107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1812110.500000 Penalty: 3189.621338
	Iteration 31Q: 3 clusters Score -1812110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1812110.875000 Penalty: 3189.621338
	Iteration 32Q: 3 clusters Score -1812111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1812114.125000 Penalty: 3189.621338
	Iteration 33Q: 3 clusters Score -1812114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1812117.250000 Penalty: 3189.621338
	Iteration 34Q: 3 clusters Score -1812117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1812118.375000 Penalty: 3189.621338
	Iteration 35Q: 3 clusters Score -1812118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1812118.375000 Penalty: 3189.621338
	Iteration 36F: 3 clusters Score -1812118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Entering Unmasked Estep 
Score: -377030.937500 Penalty: 1346.559692
	Iteration 0F: 2 clusters Score -377030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -373682.031250 Penalty: 2693.119385
	Iteration 0F: 3 clusters Score -373682 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -374478.718750 Penalty: 2693.119385
	Iteration 1F: 3 clusters Score -374478.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -374626.093750 Penalty: 2693.119385
	Iteration 2F: 3 clusters Score -374626.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -374721.093750 Penalty: 2693.119385
	Iteration 3Q: 3 clusters Score -374721.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -374802.312500 Penalty: 2693.119385
	Iteration 4Q: 3 clusters Score -374802.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -374869.531250 Penalty: 2693.119385
	Iteration 5Q: 3 clusters Score -374869.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -374955.125000 Penalty: 2693.119385
	Iteration 6Q: 3 clusters Score -374955.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -375053.656250 Penalty: 2693.119385
	Iteration 7Q: 3 clusters Score -375053.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -375185.500000 Penalty: 2693.119385
	Iteration 8Q: 3 clusters Score -375185.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -375342.593750 Penalty: 2693.119385
	Iteration 9Q: 3 clusters Score -375342.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -375490.062500 Penalty: 2693.119385
	Iteration 10Q: 3 clusters Score -375490.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -375598.531250 Penalty: 2693.119385
	Iteration 11Q: 3 clusters Score -375598.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -375690.000000 Penalty: 2693.119385
	Iteration 12Q: 3 clusters Score -375690 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -375757.562500 Penalty: 2693.119385
	Iteration 13Q: 3 clusters Score -375757.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -375810.406250 Penalty: 2693.119385
	Iteration 14Q: 3 clusters Score -375810.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -375861.531250 Penalty: 2693.119385
	Iteration 15Q: 3 clusters Score -375861.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -375896.812500 Penalty: 2693.119385
	Iteration 16Q: 3 clusters Score -375896.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -375919.875000 Penalty: 2693.119385
	Iteration 17Q: 3 clusters Score -375919.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -375949.781250 Penalty: 2693.119385
	Iteration 18Q: 3 clusters Score -375949.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -375976.625000 Penalty: 2693.119385
	Iteration 19Q: 3 clusters Score -375976.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -376007.312500 Penalty: 2693.119385
	Iteration 20F: 3 clusters Score -376007.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -376030.843750 Penalty: 2693.119385
	Iteration 21Q: 3 clusters Score -376030.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -376047.312500 Penalty: 2693.119385
	Iteration 22Q: 3 clusters Score -376047.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -376062.031250 Penalty: 2693.119385
	Iteration 23Q: 3 clusters Score -376062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -376075.781250 Penalty: 2693.119385
	Iteration 24Q: 3 clusters Score -376075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -376092.531250 Penalty: 2693.119385
	Iteration 25Q: 3 clusters Score -376092.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -376106.250000 Penalty: 2693.119385
	Iteration 26Q: 3 clusters Score -376106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -376114.937500 Penalty: 2693.119385
	Iteration 27Q: 3 clusters Score -376114.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -376125.687500 Penalty: 2693.119385
	Iteration 28Q: 3 clusters Score -376125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -376130.000000 Penalty: 2693.119385
	Iteration 29Q: 3 clusters Score -376130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -376130.968750 Penalty: 2693.119385
	Iteration 30Q: 3 clusters Score -376131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -376133.218750 Penalty: 2693.119385
	Iteration 31Q: 3 clusters Score -376133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -376136.125000 Penalty: 2693.119385
	Iteration 32Q: 3 clusters Score -376136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -376137.500000 Penalty: 2693.119385
	Iteration 33Q: 3 clusters Score -376137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -376140.250000 Penalty: 2693.119385
	Iteration 34Q: 3 clusters Score -376140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -376141.500000 Penalty: 2693.119385
	Iteration 35Q: 3 clusters Score -376141.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -376144.406250 Penalty: 2693.119385
	Iteration 36Q: 3 clusters Score -376144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -376147.062500 Penalty: 2693.119385
	Iteration 37Q: 3 clusters Score -376147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -376147.531250 Penalty: 2693.119385
	Iteration 38Q: 3 clusters Score -376147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -376148.437500 Penalty: 2693.119385
	Iteration 39Q: 3 clusters Score -376148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -376148.000000 Penalty: 2693.119385
	Iteration 40F: 3 clusters Score -376148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -376149.437500 Penalty: 2693.119385
	Iteration 41Q: 3 clusters Score -376149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -376151.093750 Penalty: 2693.119385
	Iteration 42Q: 3 clusters Score -376151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -376151.250000 Penalty: 2693.119385
	Iteration 43Q: 3 clusters Score -376151.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -376151.406250 Penalty: 2693.119385
	Iteration 44Q: 3 clusters Score -376151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -376151.406250 Penalty: 2693.119385
	Iteration 45F: 3 clusters Score -376151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -74902.468750 Penalty: 1106.289429
	Iteration 0F: 2 clusters Score -74902.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73637.273438 Penalty: 2212.578857
	Iteration 0F: 3 clusters Score -73637.27 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74078.171875 Penalty: 2212.578857
	Iteration 1F: 3 clusters Score -74078.17 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74215.031250 Penalty: 2212.578857
	Iteration 2F: 3 clusters Score -74215.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -74289.023438 Penalty: 2212.578857
	Iteration 3F: 3 clusters Score -74289.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -74334.203125 Penalty: 2212.578857
	Iteration 4Q: 3 clusters Score -74334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -74349.382812 Penalty: 2212.578857
	Iteration 5Q: 3 clusters Score -74349.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -74359.312500 Penalty: 2212.578857
	Iteration 6Q: 3 clusters Score -74359.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -74370.132812 Penalty: 2212.578857
	Iteration 7Q: 3 clusters Score -74370.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -74378.679688 Penalty: 2212.578857
	Iteration 8Q: 3 clusters Score -74378.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -74380.804688 Penalty: 2212.578857
	Iteration 9Q: 3 clusters Score -74380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74383.085938 Penalty: 2212.578857
	Iteration 10Q: 3 clusters Score -74383.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -74388.351562 Penalty: 2212.578857
	Iteration 11Q: 3 clusters Score -74388.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74390.179688 Penalty: 2212.578857
	Iteration 12Q: 3 clusters Score -74390.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -74390.179688 Penalty: 2212.578857
	Iteration 13F: 3 clusters Score -74390.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -625123.500000 Penalty: 1429.208252
	Iteration 0F: 2 clusters Score -625123.5 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 3255 members 
Entering Unmasked Estep 
Score: -620178.500000 Penalty: 2858.416504
	Iteration 0F: 3 clusters Score -620178.5 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -621767.750000 Penalty: 2858.416504
	Iteration 1F: 3 clusters Score -621767.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -622042.375000 Penalty: 2858.416504
	Iteration 2F: 3 clusters Score -622042.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -622284.375000 Penalty: 2858.416504
	Iteration 3F: 3 clusters Score -622284.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -622610.937500 Penalty: 2858.416504
	Iteration 4F: 3 clusters Score -622610.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -623067.000000 Penalty: 2858.416504
	Iteration 5F: 3 clusters Score -623067 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -623498.687500 Penalty: 2858.416504
	Iteration 6F: 3 clusters Score -623498.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -623818.812500 Penalty: 2858.416504
	Iteration 7F: 3 clusters Score -623818.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -624041.812500 Penalty: 2858.416504
	Iteration 8Q: 3 clusters Score -624041.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -624187.125000 Penalty: 2858.416504
	Iteration 9Q: 3 clusters Score -624187.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -624298.562500 Penalty: 2858.416504
	Iteration 10Q: 3 clusters Score -624298.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -624376.750000 Penalty: 2858.416504
	Iteration 11Q: 3 clusters Score -624376.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -624430.937500 Penalty: 2858.416504
	Iteration 12Q: 3 clusters Score -624430.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -624483.000000 Penalty: 2858.416504
	Iteration 13Q: 3 clusters Score -624483 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -624522.625000 Penalty: 2858.416504
	Iteration 14Q: 3 clusters Score -624522.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -624548.000000 Penalty: 2858.416504
	Iteration 15Q: 3 clusters Score -624548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -624575.687500 Penalty: 2858.416504
	Iteration 16Q: 3 clusters Score -624575.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -624594.312500 Penalty: 2858.416504
	Iteration 17Q: 3 clusters Score -624594.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -624615.000000 Penalty: 2858.416504
	Iteration 18Q: 3 clusters Score -624615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -624627.187500 Penalty: 2858.416504
	Iteration 19Q: 3 clusters Score -624627.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -624634.062500 Penalty: 2858.416504
	Iteration 20F: 3 clusters Score -624634.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -624639.187500 Penalty: 2858.416504
	Iteration 21Q: 3 clusters Score -624639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -624645.187500 Penalty: 2858.416504
	Iteration 22Q: 3 clusters Score -624645.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -624647.312500 Penalty: 2858.416504
	Iteration 23Q: 3 clusters Score -624647.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -624646.125000 Penalty: 2858.416504
	Iteration 24Q: 3 clusters Score -624646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -624647.812500 Penalty: 2858.416504
	Iteration 25Q: 3 clusters Score -624647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -624647.750000 Penalty: 2858.416504
	Iteration 26Q: 3 clusters Score -624647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -624648.625000 Penalty: 2858.416504
	Iteration 27Q: 3 clusters Score -624648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -624649.187500 Penalty: 2858.416504
	Iteration 28Q: 3 clusters Score -624649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -624649.437500 Penalty: 2858.416504
	Iteration 29Q: 3 clusters Score -624649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -624650.875000 Penalty: 2858.416504
	Iteration 30Q: 3 clusters Score -624650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -624653.125000 Penalty: 2858.416504
	Iteration 31Q: 3 clusters Score -624653.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -624654.562500 Penalty: 2858.416504
	Iteration 32Q: 3 clusters Score -624654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -624655.812500 Penalty: 2858.416504
	Iteration 33Q: 3 clusters Score -624655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -624655.750000 Penalty: 2858.416504
	Iteration 34Q: 3 clusters Score -624655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -624655.125000 Penalty: 2858.416504
	Iteration 35Q: 3 clusters Score -624655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -624655.125000 Penalty: 2858.416504
	Iteration 36F: 3 clusters Score -624655.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Entering Unmasked Estep 
Score: -432636.125000 Penalty: 1379.362183
	Iteration 0F: 2 clusters Score -432636.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -428766.468750 Penalty: 2758.724365
	Iteration 0F: 3 clusters Score -428766.5 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -429971.843750 Penalty: 2758.724365
	Iteration 1F: 3 clusters Score -429971.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -430186.656250 Penalty: 2758.724365
	Iteration 2F: 3 clusters Score -430186.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -430328.281250 Penalty: 2758.724365
	Iteration 3F: 3 clusters Score -430328.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -430442.468750 Penalty: 2758.724365
	Iteration 4Q: 3 clusters Score -430442.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -430524.375000 Penalty: 2758.724365
	Iteration 5Q: 3 clusters Score -430524.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -430604.531250 Penalty: 2758.724365
	Iteration 6Q: 3 clusters Score -430604.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -430661.500000 Penalty: 2758.724365
	Iteration 7Q: 3 clusters Score -430661.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -430705.875000 Penalty: 2758.724365
	Iteration 8Q: 3 clusters Score -430705.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -430738.593750 Penalty: 2758.724365
	Iteration 9Q: 3 clusters Score -430738.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -430766.406250 Penalty: 2758.724365
	Iteration 10Q: 3 clusters Score -430766.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -430789.500000 Penalty: 2758.724365
	Iteration 11Q: 3 clusters Score -430789.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -430812.718750 Penalty: 2758.724365
	Iteration 12Q: 3 clusters Score -430812.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -430837.875000 Penalty: 2758.724365
	Iteration 13Q: 3 clusters Score -430837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -430854.625000 Penalty: 2758.724365
	Iteration 14Q: 3 clusters Score -430854.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -430873.281250 Penalty: 2758.724365
	Iteration 15Q: 3 clusters Score -430873.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -430898.031250 Penalty: 2758.724365
	Iteration 16Q: 3 clusters Score -430898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -430925.843750 Penalty: 2758.724365
	Iteration 17Q: 3 clusters Score -430925.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -430958.281250 Penalty: 2758.724365
	Iteration 18Q: 3 clusters Score -430958.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -431011.031250 Penalty: 2758.724365
	Iteration 19Q: 3 clusters Score -431011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -431056.593750 Penalty: 2758.724365
	Iteration 20F: 3 clusters Score -431056.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -431101.375000 Penalty: 2758.724365
	Iteration 21Q: 3 clusters Score -431101.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -431155.750000 Penalty: 2758.724365
	Iteration 22Q: 3 clusters Score -431155.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -431199.437500 Penalty: 2758.724365
	Iteration 23Q: 3 clusters Score -431199.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -431239.906250 Penalty: 2758.724365
	Iteration 24Q: 3 clusters Score -431239.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -431275.843750 Penalty: 2758.724365
	Iteration 25Q: 3 clusters Score -431275.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -431305.562500 Penalty: 2758.724365
	Iteration 26Q: 3 clusters Score -431305.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -431327.343750 Penalty: 2758.724365
	Iteration 27Q: 3 clusters Score -431327.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -431350.656250 Penalty: 2758.724365
	Iteration 28Q: 3 clusters Score -431350.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -431376.562500 Penalty: 2758.724365
	Iteration 29Q: 3 clusters Score -431376.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -431407.968750 Penalty: 2758.724365
	Iteration 30Q: 3 clusters Score -431408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -431433.562500 Penalty: 2758.724365
	Iteration 31Q: 3 clusters Score -431433.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -431459.468750 Penalty: 2758.724365
	Iteration 32Q: 3 clusters Score -431459.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -431485.281250 Penalty: 2758.724365
	Iteration 33Q: 3 clusters Score -431485.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -431509.781250 Penalty: 2758.724365
	Iteration 34Q: 3 clusters Score -431509.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -431536.125000 Penalty: 2758.724365
	Iteration 35Q: 3 clusters Score -431536.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -431560.156250 Penalty: 2758.724365
	Iteration 36Q: 3 clusters Score -431560.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -431576.531250 Penalty: 2758.724365
	Iteration 37Q: 3 clusters Score -431576.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -431590.687500 Penalty: 2758.724365
	Iteration 38Q: 3 clusters Score -431590.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -431598.812500 Penalty: 2758.724365
	Iteration 39Q: 3 clusters Score -431598.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -431607.406250 Penalty: 2758.724365
	Iteration 40F: 3 clusters Score -431607.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -431613.250000 Penalty: 2758.724365
	Iteration 41Q: 3 clusters Score -431613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -431620.312500 Penalty: 2758.724365
	Iteration 42Q: 3 clusters Score -431620.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -431627.156250 Penalty: 2758.724365
	Iteration 43Q: 3 clusters Score -431627.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -431634.343750 Penalty: 2758.724365
	Iteration 44Q: 3 clusters Score -431634.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -431638.187500 Penalty: 2758.724365
	Iteration 45Q: 3 clusters Score -431638.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -431642.843750 Penalty: 2758.724365
	Iteration 46Q: 3 clusters Score -431642.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -431651.093750 Penalty: 2758.724365
	Iteration 47Q: 3 clusters Score -431651.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -431664.625000 Penalty: 2758.724365
	Iteration 48Q: 3 clusters Score -431664.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -431671.250000 Penalty: 2758.724365
	Iteration 49Q: 3 clusters Score -431671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -431675.343750 Penalty: 2758.724365
	Iteration 50Q: 3 clusters Score -431675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -431680.031250 Penalty: 2758.724365
	Iteration 51Q: 3 clusters Score -431680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -431684.312500 Penalty: 2758.724365
	Iteration 52Q: 3 clusters Score -431684.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -431687.343750 Penalty: 2758.724365
	Iteration 53Q: 3 clusters Score -431687.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -431691.156250 Penalty: 2758.724365
	Iteration 54Q: 3 clusters Score -431691.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -431693.781250 Penalty: 2758.724365
	Iteration 55Q: 3 clusters Score -431693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -431694.875000 Penalty: 2758.724365
	Iteration 56Q: 3 clusters Score -431694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -431695.656250 Penalty: 2758.724365
	Iteration 57Q: 3 clusters Score -431695.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -431696.281250 Penalty: 2758.724365
	Iteration 58Q: 3 clusters Score -431696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -431696.281250 Penalty: 2758.724365
	Iteration 59F: 3 clusters Score -431696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (107074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107074 members 
Entering Unmasked Estep 
Score: -10612260.000000 Penalty: 1881.957397
	Iteration 0F: 2 clusters Score -1.061226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -10541185.000000 Penalty: 3763.914795
	Iteration 0F: 3 clusters Score -1.054118e+07 nChanged 51528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -10570585.000000 Penalty: 3763.914795
	Iteration 1F: 3 clusters Score -1.057058e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -10571296.000000 Penalty: 3763.914795
	Iteration 2Q: 3 clusters Score -1.05713e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -10572335.000000 Penalty: 3763.914795
	Iteration 3Q: 3 clusters Score -1.057234e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -10573452.000000 Penalty: 3763.914795
	Iteration 4Q: 3 clusters Score -1.057345e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -10574860.000000 Penalty: 3763.914795
	Iteration 5Q: 3 clusters Score -1.057486e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -10576702.000000 Penalty: 3763.914795
	Iteration 6Q: 3 clusters Score -1.05767e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -10579213.000000 Penalty: 3763.914795
	Iteration 7F: 3 clusters Score -1.057921e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -10581921.000000 Penalty: 3763.914795
	Iteration 8F: 3 clusters Score -1.058192e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -10585228.000000 Penalty: 3763.914795
	Iteration 9F: 3 clusters Score -1.058523e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -10589038.000000 Penalty: 3763.914795
	Iteration 10Q: 3 clusters Score -1.058904e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -10592917.000000 Penalty: 3763.914795
	Iteration 11Q: 3 clusters Score -1.059292e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -10595562.000000 Penalty: 3763.914795
	Iteration 12Q: 3 clusters Score -1.059556e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -10597001.000000 Penalty: 3763.914795
	Iteration 13Q: 3 clusters Score -1.0597e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -10597785.000000 Penalty: 3763.914795
	Iteration 14Q: 3 clusters Score -1.059778e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
Score: -10598511.000000 Penalty: 3763.914795
	Iteration 15Q: 3 clusters Score -1.059851e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -10599357.000000 Penalty: 3763.914795
	Iteration 16Q: 3 clusters Score -1.059936e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -10600085.000000 Penalty: 3763.914795
	Iteration 17Q: 3 clusters Score -1.060008e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -10600896.000000 Penalty: 3763.914795
	Iteration 18Q: 3 clusters Score -1.06009e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -10601901.000000 Penalty: 3763.914795
	Iteration 19Q: 3 clusters Score -1.06019e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -10602850.000000 Penalty: 3763.914795
	Iteration 20F: 3 clusters Score -1.060285e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -10603661.000000 Penalty: 3763.914795
	Iteration 21Q: 3 clusters Score -1.060366e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 92996 members 
Entering Unmasked Estep 
Score: -10604437.000000 Penalty: 3763.914795
	Iteration 22Q: 3 clusters Score -1.060444e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -10605200.000000 Penalty: 3763.914795
	Iteration 23Q: 3 clusters Score -1.06052e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 96195 members 
Entering Unmasked Estep 
Score: -10605807.000000 Penalty: 3763.914795
	Iteration 24Q: 3 clusters Score -1.060581e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -10606510.000000 Penalty: 3763.914795
	Iteration 25Q: 3 clusters Score -1.060651e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -10607181.000000 Penalty: 3763.914795
	Iteration 26Q: 3 clusters Score -1.060718e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 100037 members 
Entering Unmasked Estep 
Score: -10607824.000000 Penalty: 3763.914795
	Iteration 27Q: 3 clusters Score -1.060782e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -10608386.000000 Penalty: 3763.914795
	Iteration 28Q: 3 clusters Score -1.060839e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 101895 members 
Entering Unmasked Estep 
Score: -10608890.000000 Penalty: 3763.914795
	Iteration 29Q: 3 clusters Score -1.060889e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -10609275.000000 Penalty: 3763.914795
	Iteration 30Q: 3 clusters Score -1.060928e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -10609579.000000 Penalty: 3763.914795
	Iteration 31Q: 3 clusters Score -1.060958e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 103744 members 
Entering Unmasked Estep 
Score: -10609798.000000 Penalty: 3763.914795
	Iteration 32Q: 3 clusters Score -1.06098e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -10610072.000000 Penalty: 3763.914795
	Iteration 33Q: 3 clusters Score -1.061007e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -10610244.000000 Penalty: 3763.914795
	Iteration 34Q: 3 clusters Score -1.061024e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 104737 members 
Entering Unmasked Estep 
Score: -10610376.000000 Penalty: 3763.914795
	Iteration 35Q: 3 clusters Score -1.061038e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 104954 members 
Entering Unmasked Estep 
Score: -10610436.000000 Penalty: 3763.914795
	Iteration 36Q: 3 clusters Score -1.061044e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -10610504.000000 Penalty: 3763.914795
	Iteration 37Q: 3 clusters Score -1.06105e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -10610540.000000 Penalty: 3763.914795
	Iteration 38Q: 3 clusters Score -1.061054e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -10610617.000000 Penalty: 3763.914795
	Iteration 39Q: 3 clusters Score -1.061062e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -10610661.000000 Penalty: 3763.914795
	Iteration 40F: 3 clusters Score -1.061066e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -10610701.000000 Penalty: 3763.914795
	Iteration 41Q: 3 clusters Score -1.06107e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -10610718.000000 Penalty: 3763.914795
	Iteration 42Q: 3 clusters Score -1.061072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -10610741.000000 Penalty: 3763.914795
	Iteration 43Q: 3 clusters Score -1.061074e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -10610775.000000 Penalty: 3763.914795
	Iteration 44Q: 3 clusters Score -1.061078e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -10610794.000000 Penalty: 3763.914795
	Iteration 45Q: 3 clusters Score -1.061079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -10610798.000000 Penalty: 3763.914795
	Iteration 46Q: 3 clusters Score -1.06108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
Score: -10610803.000000 Penalty: 3763.914795
	Iteration 47Q: 3 clusters Score -1.06108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 105862 members 
Entering Unmasked Estep 
Score: -10610805.000000 Penalty: 3763.914795
	Iteration 48Q: 3 clusters Score -1.06108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 105891 members 
Entering Unmasked Estep 
Score: -10610807.000000 Penalty: 3763.914795
	Iteration 49Q: 3 clusters Score -1.061081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -10610809.000000 Penalty: 3763.914795
	Iteration 50Q: 3 clusters Score -1.061081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -10610818.000000 Penalty: 3763.914795
	Iteration 51Q: 3 clusters Score -1.061082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -10610813.000000 Penalty: 3763.914795
	Iteration 52Q: 3 clusters Score -1.061081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 105955 members 
Entering Unmasked Estep 
Score: -10610827.000000 Penalty: 3763.914795
	Iteration 53Q: 3 clusters Score -1.061083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 105965 members 
Entering Unmasked Estep 
Score: -10610840.000000 Penalty: 3763.914795
	Iteration 54Q: 3 clusters Score -1.061084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 105985 members 
Entering Unmasked Estep 
Score: -10610841.000000 Penalty: 3763.914795
	Iteration 55Q: 3 clusters Score -1.061084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -10610854.000000 Penalty: 3763.914795
	Iteration 56Q: 3 clusters Score -1.061085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -10610858.000000 Penalty: 3763.914795
	Iteration 57Q: 3 clusters Score -1.061086e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -10610860.000000 Penalty: 3763.914795
	Iteration 58Q: 3 clusters Score -1.061086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 106036 members 
Entering Unmasked Estep 
Score: -10610885.000000 Penalty: 3763.914795
	Iteration 59Q: 3 clusters Score -1.061088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 106055 members 
Entering Unmasked Estep 
Score: -10610887.000000 Penalty: 3763.914795
	Iteration 60F: 3 clusters Score -1.061089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -10610905.000000 Penalty: 3763.914795
	Iteration 61Q: 3 clusters Score -1.06109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -10610905.000000 Penalty: 3763.914795
	Iteration 62Q: 3 clusters Score -1.06109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -10610912.000000 Penalty: 3763.914795
	Iteration 63Q: 3 clusters Score -1.061091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 106094 members 
Entering Unmasked Estep 
Score: -10610921.000000 Penalty: 3763.914795
	Iteration 64Q: 3 clusters Score -1.061092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 106097 members 
Entering Unmasked Estep 
Score: -10610910.000000 Penalty: 3763.914795
	Iteration 65Q: 3 clusters Score -1.061091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -10610922.000000 Penalty: 3763.914795
	Iteration 66Q: 3 clusters Score -1.061092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -10610918.000000 Penalty: 3763.914795
	Iteration 67Q: 3 clusters Score -1.061092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -10610913.000000 Penalty: 3763.914795
	Iteration 68Q: 3 clusters Score -1.061091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -10610916.000000 Penalty: 3763.914795
	Iteration 69Q: 3 clusters Score -1.061092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 106118 members 
Entering Unmasked Estep 
Score: -10610922.000000 Penalty: 3763.914795
	Iteration 70Q: 3 clusters Score -1.061092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -10610925.000000 Penalty: 3763.914795
	Iteration 71Q: 3 clusters Score -1.061092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 106121 members 
Entering Unmasked Estep 
Score: -10610923.000000 Penalty: 3763.914795
	Iteration 72Q: 3 clusters Score -1.061092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 106123 members 
Entering Unmasked Estep 
Score: -10610924.000000 Penalty: 3763.914795
	Iteration 73Q: 3 clusters Score -1.061092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -10610923.000000 Penalty: 3763.914795
	Iteration 74Q: 3 clusters Score -1.061092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -10610924.000000 Penalty: 3763.914795
	Iteration 75Q: 3 clusters Score -1.061092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -10610924.000000 Penalty: 3763.914795
	Iteration 76F: 3 clusters Score -1.061092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Entering Unmasked Estep 
Score: -1545852.375000 Penalty: 1570.259399
	Iteration 0F: 2 clusters Score -1545852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1534984.875000 Penalty: 3140.518799
	Iteration 0F: 3 clusters Score -1534985 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1538736.500000 Penalty: 3140.518799
	Iteration 1F: 3 clusters Score -1538736 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1539020.000000 Penalty: 3140.518799
	Iteration 2Q: 3 clusters Score -1539020 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1539294.375000 Penalty: 3140.518799
	Iteration 3Q: 3 clusters Score -1539294 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1539566.125000 Penalty: 3140.518799
	Iteration 4Q: 3 clusters Score -1539566 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1539869.125000 Penalty: 3140.518799
	Iteration 5Q: 3 clusters Score -1539869 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1540241.625000 Penalty: 3140.518799
	Iteration 6Q: 3 clusters Score -1540242 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1540730.625000 Penalty: 3140.518799
	Iteration 7F: 3 clusters Score -1540731 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1541375.250000 Penalty: 3140.518799
	Iteration 8F: 3 clusters Score -1541375 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1542148.250000 Penalty: 3140.518799
	Iteration 9F: 3 clusters Score -1542148 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1542915.375000 Penalty: 3140.518799
	Iteration 10F: 3 clusters Score -1542915 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1543488.000000 Penalty: 3140.518799
	Iteration 11Q: 3 clusters Score -1543488 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1543835.375000 Penalty: 3140.518799
	Iteration 12Q: 3 clusters Score -1543835 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1544047.625000 Penalty: 3140.518799
	Iteration 13Q: 3 clusters Score -1544048 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1544177.500000 Penalty: 3140.518799
	Iteration 14Q: 3 clusters Score -1544178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1544277.125000 Penalty: 3140.518799
	Iteration 15Q: 3 clusters Score -1544277 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1544356.000000 Penalty: 3140.518799
	Iteration 16Q: 3 clusters Score -1544356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1544400.375000 Penalty: 3140.518799
	Iteration 17Q: 3 clusters Score -1544400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1544421.375000 Penalty: 3140.518799
	Iteration 18Q: 3 clusters Score -1544421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1544437.125000 Penalty: 3140.518799
	Iteration 19Q: 3 clusters Score -1544437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1544451.875000 Penalty: 3140.518799
	Iteration 20F: 3 clusters Score -1544452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1544459.750000 Penalty: 3140.518799
	Iteration 21Q: 3 clusters Score -1544460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1544467.375000 Penalty: 3140.518799
	Iteration 22Q: 3 clusters Score -1544467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1544469.250000 Penalty: 3140.518799
	Iteration 23Q: 3 clusters Score -1544469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1544470.375000 Penalty: 3140.518799
	Iteration 24Q: 3 clusters Score -1544470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1544470.375000 Penalty: 3140.518799
	Iteration 25F: 3 clusters Score -1544470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -827731.437500 Penalty: 1482.635498
	Iteration 0F: 2 clusters Score -827731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -821078.937500 Penalty: 2965.270996
	Iteration 0F: 3 clusters Score -821078.9 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -823168.375000 Penalty: 2965.270996
	Iteration 1F: 3 clusters Score -823168.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -823470.937500 Penalty: 2965.270996
	Iteration 2F: 3 clusters Score -823470.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -823689.562500 Penalty: 2965.270996
	Iteration 3F: 3 clusters Score -823689.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -823874.750000 Penalty: 2965.270996
	Iteration 4Q: 3 clusters Score -823874.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -824047.062500 Penalty: 2965.270996
	Iteration 5Q: 3 clusters Score -824047.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -824206.437500 Penalty: 2965.270996
	Iteration 6Q: 3 clusters Score -824206.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -824374.187500 Penalty: 2965.270996
	Iteration 7Q: 3 clusters Score -824374.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -824565.750000 Penalty: 2965.270996
	Iteration 8Q: 3 clusters Score -824565.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -824793.187500 Penalty: 2965.270996
	Iteration 9Q: 3 clusters Score -824793.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -825042.812500 Penalty: 2965.270996
	Iteration 10Q: 3 clusters Score -825042.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -825284.000000 Penalty: 2965.270996
	Iteration 11Q: 3 clusters Score -825284 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -825546.562500 Penalty: 2965.270996
	Iteration 12Q: 3 clusters Score -825546.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -825799.625000 Penalty: 2965.270996
	Iteration 13Q: 3 clusters Score -825799.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -826007.875000 Penalty: 2965.270996
	Iteration 14Q: 3 clusters Score -826007.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -826187.375000 Penalty: 2965.270996
	Iteration 15Q: 3 clusters Score -826187.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -826301.812500 Penalty: 2965.270996
	Iteration 16Q: 3 clusters Score -826301.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -826368.125000 Penalty: 2965.270996
	Iteration 17Q: 3 clusters Score -826368.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -826426.250000 Penalty: 2965.270996
	Iteration 18Q: 3 clusters Score -826426.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -826463.000000 Penalty: 2965.270996
	Iteration 19Q: 3 clusters Score -826463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -826507.812500 Penalty: 2965.270996
	Iteration 20F: 3 clusters Score -826507.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -826539.250000 Penalty: 2965.270996
	Iteration 21Q: 3 clusters Score -826539.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -826561.250000 Penalty: 2965.270996
	Iteration 22Q: 3 clusters Score -826561.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -826572.937500 Penalty: 2965.270996
	Iteration 23Q: 3 clusters Score -826572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -826583.562500 Penalty: 2965.270996
	Iteration 24Q: 3 clusters Score -826583.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -826591.000000 Penalty: 2965.270996
	Iteration 25Q: 3 clusters Score -826591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -826593.375000 Penalty: 2965.270996
	Iteration 26Q: 3 clusters Score -826593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -826597.250000 Penalty: 2965.270996
	Iteration 27Q: 3 clusters Score -826597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -826598.562500 Penalty: 2965.270996
	Iteration 28Q: 3 clusters Score -826598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -826603.312500 Penalty: 2965.270996
	Iteration 29Q: 3 clusters Score -826603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -826603.562500 Penalty: 2965.270996
	Iteration 30Q: 3 clusters Score -826603.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -826603.562500 Penalty: 2965.270996
	Iteration 31F: 3 clusters Score -826603.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Entering Unmasked Estep 
Score: -3602916.750000 Penalty: 1705.534668
	Iteration 0F: 2 clusters Score -3602917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3578561.500000 Penalty: 3411.069336
	Iteration 0F: 3 clusters Score -3578562 nChanged 16822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3587812.750000 Penalty: 3411.069336
	Iteration 1F: 3 clusters Score -3587813 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3588180.500000 Penalty: 3411.069336
	Iteration 2Q: 3 clusters Score -3588180 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3588464.750000 Penalty: 3411.069336
	Iteration 3Q: 3 clusters Score -3588465 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3588792.500000 Penalty: 3411.069336
	Iteration 4Q: 3 clusters Score -3588792 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3589201.000000 Penalty: 3411.069336
	Iteration 5Q: 3 clusters Score -3589201 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3589765.250000 Penalty: 3411.069336
	Iteration 6Q: 3 clusters Score -3589765 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3590564.250000 Penalty: 3411.069336
	Iteration 7Q: 3 clusters Score -3590564 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3591665.000000 Penalty: 3411.069336
	Iteration 8F: 3 clusters Score -3591665 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3593165.000000 Penalty: 3411.069336
	Iteration 9F: 3 clusters Score -3593165 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3594906.750000 Penalty: 3411.069336
	Iteration 10F: 3 clusters Score -3594907 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3596558.250000 Penalty: 3411.069336
	Iteration 11F: 3 clusters Score -3596558 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3597931.250000 Penalty: 3411.069336
	Iteration 12Q: 3 clusters Score -3597931 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3598998.000000 Penalty: 3411.069336
	Iteration 13Q: 3 clusters Score -3598998 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3599747.250000 Penalty: 3411.069336
	Iteration 14Q: 3 clusters Score -3599747 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3600282.250000 Penalty: 3411.069336
	Iteration 15Q: 3 clusters Score -3600282 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3600646.250000 Penalty: 3411.069336
	Iteration 16Q: 3 clusters Score -3600646 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3600855.750000 Penalty: 3411.069336
	Iteration 17Q: 3 clusters Score -3600856 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3601018.250000 Penalty: 3411.069336
	Iteration 18Q: 3 clusters Score -3601018 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3601119.750000 Penalty: 3411.069336
	Iteration 19Q: 3 clusters Score -3601120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3601222.750000 Penalty: 3411.069336
	Iteration 20F: 3 clusters Score -3601223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3601285.750000 Penalty: 3411.069336
	Iteration 21Q: 3 clusters Score -3601286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3601324.500000 Penalty: 3411.069336
	Iteration 22Q: 3 clusters Score -3601324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3601370.250000 Penalty: 3411.069336
	Iteration 23Q: 3 clusters Score -3601370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3601388.000000 Penalty: 3411.069336
	Iteration 24Q: 3 clusters Score -3601388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3601399.000000 Penalty: 3411.069336
	Iteration 25Q: 3 clusters Score -3601399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3601402.250000 Penalty: 3411.069336
	Iteration 26Q: 3 clusters Score -3601402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3601403.000000 Penalty: 3411.069336
	Iteration 27Q: 3 clusters Score -3601403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3601414.750000 Penalty: 3411.069336
	Iteration 28Q: 3 clusters Score -3601415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3601415.000000 Penalty: 3411.069336
	Iteration 29Q: 3 clusters Score -3601415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3601422.250000 Penalty: 3411.069336
	Iteration 30Q: 3 clusters Score -3601422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3601434.000000 Penalty: 3411.069336
	Iteration 31Q: 3 clusters Score -3601434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3601439.250000 Penalty: 3411.069336
	Iteration 32Q: 3 clusters Score -3601439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3601448.000000 Penalty: 3411.069336
	Iteration 33Q: 3 clusters Score -3601448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3601448.750000 Penalty: 3411.069336
	Iteration 34Q: 3 clusters Score -3601449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3601453.000000 Penalty: 3411.069336
	Iteration 35Q: 3 clusters Score -3601453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3601450.250000 Penalty: 3411.069336
	Iteration 36Q: 3 clusters Score -3601450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3601451.250000 Penalty: 3411.069336
	Iteration 37Q: 3 clusters Score -3601451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3601453.000000 Penalty: 3411.069336
	Iteration 38Q: 3 clusters Score -3601453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3601452.750000 Penalty: 3411.069336
	Iteration 39Q: 3 clusters Score -3601453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3601454.000000 Penalty: 3411.069336
	Iteration 40F: 3 clusters Score -3601454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3601452.000000 Penalty: 3411.069336
	Iteration 41Q: 3 clusters Score -3601452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3601455.500000 Penalty: 3411.069336
	Iteration 42Q: 3 clusters Score -3601456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3601455.500000 Penalty: 3411.069336
	Iteration 43F: 3 clusters Score -3601456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Entering Unmasked Estep 
Score: -1437772.125000 Penalty: 1560.442017
	Iteration 0F: 2 clusters Score -1437772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1427566.500000 Penalty: 3120.884033
	Iteration 0F: 3 clusters Score -1427566 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1431222.000000 Penalty: 3120.884033
	Iteration 1F: 3 clusters Score -1431222 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1431686.750000 Penalty: 3120.884033
	Iteration 2F: 3 clusters Score -1431687 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1432299.250000 Penalty: 3120.884033
	Iteration 3F: 3 clusters Score -1432299 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1432964.250000 Penalty: 3120.884033
	Iteration 4F: 3 clusters Score -1432964 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1433579.375000 Penalty: 3120.884033
	Iteration 5F: 3 clusters Score -1433579 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1434077.625000 Penalty: 3120.884033
	Iteration 6F: 3 clusters Score -1434078 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1434431.250000 Penalty: 3120.884033
	Iteration 7Q: 3 clusters Score -1434431 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1434718.625000 Penalty: 3120.884033
	Iteration 8Q: 3 clusters Score -1434719 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1434936.000000 Penalty: 3120.884033
	Iteration 9Q: 3 clusters Score -1434936 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1435094.000000 Penalty: 3120.884033
	Iteration 10Q: 3 clusters Score -1435094 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1435236.625000 Penalty: 3120.884033
	Iteration 11Q: 3 clusters Score -1435237 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1435388.625000 Penalty: 3120.884033
	Iteration 12Q: 3 clusters Score -1435389 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1435533.375000 Penalty: 3120.884033
	Iteration 13Q: 3 clusters Score -1435533 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1435703.500000 Penalty: 3120.884033
	Iteration 14Q: 3 clusters Score -1435704 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1435871.250000 Penalty: 3120.884033
	Iteration 15Q: 3 clusters Score -1435871 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1436086.750000 Penalty: 3120.884033
	Iteration 16Q: 3 clusters Score -1436087 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1436289.250000 Penalty: 3120.884033
	Iteration 17Q: 3 clusters Score -1436289 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1436495.625000 Penalty: 3120.884033
	Iteration 18Q: 3 clusters Score -1436496 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1436684.750000 Penalty: 3120.884033
	Iteration 19Q: 3 clusters Score -1436685 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1436835.750000 Penalty: 3120.884033
	Iteration 20F: 3 clusters Score -1436836 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1436954.375000 Penalty: 3120.884033
	Iteration 21Q: 3 clusters Score -1436954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1437060.750000 Penalty: 3120.884033
	Iteration 22Q: 3 clusters Score -1437061 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1437135.500000 Penalty: 3120.884033
	Iteration 23Q: 3 clusters Score -1437136 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1437194.625000 Penalty: 3120.884033
	Iteration 24Q: 3 clusters Score -1437195 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1437246.000000 Penalty: 3120.884033
	Iteration 25Q: 3 clusters Score -1437246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1437285.375000 Penalty: 3120.884033
	Iteration 26Q: 3 clusters Score -1437285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1437320.000000 Penalty: 3120.884033
	Iteration 27Q: 3 clusters Score -1437320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1437357.625000 Penalty: 3120.884033
	Iteration 28Q: 3 clusters Score -1437358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1437374.000000 Penalty: 3120.884033
	Iteration 29Q: 3 clusters Score -1437374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1437401.250000 Penalty: 3120.884033
	Iteration 30Q: 3 clusters Score -1437401 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1437418.250000 Penalty: 3120.884033
	Iteration 31Q: 3 clusters Score -1437418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1437433.125000 Penalty: 3120.884033
	Iteration 32Q: 3 clusters Score -1437433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1437441.750000 Penalty: 3120.884033
	Iteration 33Q: 3 clusters Score -1437442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1437452.125000 Penalty: 3120.884033
	Iteration 34Q: 3 clusters Score -1437452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1437469.125000 Penalty: 3120.884033
	Iteration 35Q: 3 clusters Score -1437469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1437475.250000 Penalty: 3120.884033
	Iteration 36Q: 3 clusters Score -1437475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1437483.500000 Penalty: 3120.884033
	Iteration 37Q: 3 clusters Score -1437484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1437493.625000 Penalty: 3120.884033
	Iteration 38Q: 3 clusters Score -1437494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1437497.250000 Penalty: 3120.884033
	Iteration 39Q: 3 clusters Score -1437497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1437502.125000 Penalty: 3120.884033
	Iteration 40F: 3 clusters Score -1437502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1437504.625000 Penalty: 3120.884033
	Iteration 41Q: 3 clusters Score -1437505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1437509.125000 Penalty: 3120.884033
	Iteration 42Q: 3 clusters Score -1437509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1437512.875000 Penalty: 3120.884033
	Iteration 43Q: 3 clusters Score -1437513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1437510.125000 Penalty: 3120.884033
	Iteration 44Q: 3 clusters Score -1437510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1437511.875000 Penalty: 3120.884033
	Iteration 45Q: 3 clusters Score -1437512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1437510.375000 Penalty: 3120.884033
	Iteration 46Q: 3 clusters Score -1437510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1437509.625000 Penalty: 3120.884033
	Iteration 47Q: 3 clusters Score -1437510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1437508.750000 Penalty: 3120.884033
	Iteration 48Q: 3 clusters Score -1437509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1437511.625000 Penalty: 3120.884033
	Iteration 49Q: 3 clusters Score -1437512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1437511.875000 Penalty: 3120.884033
	Iteration 50Q: 3 clusters Score -1437512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1437510.250000 Penalty: 3120.884033
	Iteration 51Q: 3 clusters Score -1437510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1437510.250000 Penalty: 3120.884033
	Iteration 52F: 3 clusters Score -1437510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Entering Unmasked Estep 
Score: -1284567.375000 Penalty: 1538.964111
	Iteration 0F: 2 clusters Score -1284567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1275518.625000 Penalty: 3077.928223
	Iteration 0F: 3 clusters Score -1275519 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1278496.375000 Penalty: 3077.928223
	Iteration 1F: 3 clusters Score -1278496 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1278736.375000 Penalty: 3077.928223
	Iteration 2F: 3 clusters Score -1278736 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1278956.000000 Penalty: 3077.928223
	Iteration 3Q: 3 clusters Score -1278956 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1279158.375000 Penalty: 3077.928223
	Iteration 4Q: 3 clusters Score -1279158 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1279375.875000 Penalty: 3077.928223
	Iteration 5Q: 3 clusters Score -1279376 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1279673.250000 Penalty: 3077.928223
	Iteration 6Q: 3 clusters Score -1279673 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1280042.375000 Penalty: 3077.928223
	Iteration 7Q: 3 clusters Score -1280042 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1280488.750000 Penalty: 3077.928223
	Iteration 8F: 3 clusters Score -1280489 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1281054.625000 Penalty: 3077.928223
	Iteration 9F: 3 clusters Score -1281055 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1281653.625000 Penalty: 3077.928223
	Iteration 10F: 3 clusters Score -1281654 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1282200.375000 Penalty: 3077.928223
	Iteration 11Q: 3 clusters Score -1282200 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1282657.250000 Penalty: 3077.928223
	Iteration 12Q: 3 clusters Score -1282657 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1282916.250000 Penalty: 3077.928223
	Iteration 13Q: 3 clusters Score -1282916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1283050.625000 Penalty: 3077.928223
	Iteration 14Q: 3 clusters Score -1283051 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1283107.500000 Penalty: 3077.928223
	Iteration 15Q: 3 clusters Score -1283108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1283134.625000 Penalty: 3077.928223
	Iteration 16Q: 3 clusters Score -1283135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1283156.875000 Penalty: 3077.928223
	Iteration 17Q: 3 clusters Score -1283157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1283173.375000 Penalty: 3077.928223
	Iteration 18Q: 3 clusters Score -1283173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1283189.000000 Penalty: 3077.928223
	Iteration 19Q: 3 clusters Score -1283189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1283194.250000 Penalty: 3077.928223
	Iteration 20F: 3 clusters Score -1283194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1283200.500000 Penalty: 3077.928223
	Iteration 21Q: 3 clusters Score -1283200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1283205.625000 Penalty: 3077.928223
	Iteration 22Q: 3 clusters Score -1283206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1283208.500000 Penalty: 3077.928223
	Iteration 23Q: 3 clusters Score -1283208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1283208.500000 Penalty: 3077.928223
	Iteration 24Q: 3 clusters Score -1283208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1283210.875000 Penalty: 3077.928223
	Iteration 25Q: 3 clusters Score -1283211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1283210.875000 Penalty: 3077.928223
	Iteration 26F: 3 clusters Score -1283211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Entering Unmasked Estep 
Score: -9011.263672 Penalty: 769.632263
	Iteration 0F: 2 clusters Score -9011.264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8417.709961 Penalty: 1539.264526
	Iteration 0F: 3 clusters Score -8417.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8461.838867 Penalty: 1539.264526
	Iteration 1F: 3 clusters Score -8461.839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8466.826172 Penalty: 1539.264526
	Iteration 2Q: 3 clusters Score -8466.826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8466.826172 Penalty: 1539.264526
	Iteration 3F: 3 clusters Score -8466.826 nChanged 0
--- Evaluating fit on full set of 1635949 points ---
Entering Unmasked Estep 
Score: -156936032.000000 Penalty: 62775.179688
24->28 Clusters: Score -156936032.000000, best is -157129152.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 545316 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 22527 members 
Mstep: Class 3 contains 22631 members 
Mstep: Class 4 contains 22654 members 
Mstep: Class 5 contains 22762 members 
Mstep: Class 6 contains 22731 members 
Mstep: Class 7 contains 22342 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 10 contains 22628 members 
Mstep: Class 11 contains 22605 members 
Mstep: Class 12 contains 22928 members 
Mstep: Class 13 contains 22481 members 
Mstep: Class 14 contains 22901 members 
Mstep: Class 15 contains 22849 members 
Mstep: Class 16 contains 22852 members 
Mstep: Class 17 contains 22764 members 
Mstep: Class 18 contains 22933 members 
Mstep: Class 19 contains 22842 members 
Mstep: Class 20 contains 22726 members 
Mstep: Class 21 contains 23030 members 
Mstep: Class 22 contains 22897 members 
Mstep: Class 23 contains 22794 members 
Mstep: Class 24 contains 22655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 271.538696 but Gain 2146.480469
Score: -49974168.000000 Penalty: 49369.089844
Iteration 0F: 24 clusters Score -4.997417e+07 nChanged 520762
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 27807 members 
Mstep: Class 3 contains 7784 members 
Mstep: Class 4 contains 16883 members 
Mstep: Class 5 contains 15972 members 
Mstep: Class 6 contains 37371 members 
Mstep: Class 7 contains 22567 members 
Mstep: Class 8 contains 19689 members 
Mstep: Class 9 contains 14449 members 
Mstep: Class 10 contains 37545 members 
Mstep: Class 12 contains 17841 members 
Mstep: Class 13 contains 26734 members 
Mstep: Class 14 contains 16094 members 
Mstep: Class 15 contains 13677 members 
Mstep: Class 16 contains 37824 members 
Mstep: Class 17 contains 26018 members 
Mstep: Class 18 contains 36384 members 
Mstep: Class 19 contains 32451 members 
Mstep: Class 20 contains 13572 members 
Mstep: Class 21 contains 23429 members 
Mstep: Class 22 contains 28429 members 
Mstep: Class 23 contains 23313 members 
Mstep: Class 24 contains 32729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51232724.000000 Penalty: 49369.089844
Iteration 1F: 24 clusters Score -5.123272e+07 nChanged 206936
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 31395 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 20399 members 
Mstep: Class 5 contains 17340 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 20541 members 
Mstep: Class 8 contains 21251 members 
Mstep: Class 9 contains 13323 members 
Mstep: Class 10 contains 24495 members 
Mstep: Class 12 contains 16816 members 
Mstep: Class 13 contains 27027 members 
Mstep: Class 14 contains 20219 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 38119 members 
Mstep: Class 17 contains 18015 members 
Mstep: Class 18 contains 42189 members 
Mstep: Class 19 contains 40303 members 
Mstep: Class 20 contains 17771 members 
Mstep: Class 21 contains 14260 members 
Mstep: Class 22 contains 19445 members 
Mstep: Class 23 contains 35545 members 
Mstep: Class 24 contains 31449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51618916.000000 Penalty: 49369.089844
Iteration 2F: 24 clusters Score -5.161892e+07 nChanged 164162
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 37244 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 18517 members 
Mstep: Class 5 contains 20438 members 
Mstep: Class 6 contains 26177 members 
Mstep: Class 7 contains 17639 members 
Mstep: Class 8 contains 24627 members 
Mstep: Class 9 contains 12721 members 
Mstep: Class 10 contains 16450 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 27155 members 
Mstep: Class 14 contains 21214 members 
Mstep: Class 15 contains 8468 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 51654 members 
Mstep: Class 19 contains 45772 members 
Mstep: Class 20 contains 19008 members 
Mstep: Class 21 contains 9292 members 
Mstep: Class 22 contains 12995 members 
Mstep: Class 23 contains 46087 members 
Mstep: Class 24 contains 32543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51852948.000000 Penalty: 49369.089844
Iteration 3F: 24 clusters Score -5.185295e+07 nChanged 123681
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 40078 members 
Mstep: Class 3 contains 3512 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 23978 members 
Mstep: Class 6 contains 19328 members 
Mstep: Class 7 contains 14185 members 
Mstep: Class 8 contains 29971 members 
Mstep: Class 9 contains 10641 members 
Mstep: Class 10 contains 12138 members 
Mstep: Class 12 contains 12338 members 
Mstep: Class 13 contains 26159 members 
Mstep: Class 14 contains 20649 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 35278 members 
Mstep: Class 17 contains 8315 members 
Mstep: Class 18 contains 60815 members 
Mstep: Class 19 contains 47576 members 
Mstep: Class 20 contains 18502 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 9914 members 
Mstep: Class 23 contains 57378 members 
Mstep: Class 24 contains 34900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51985416.000000 Penalty: 49369.089844
Iteration 4F: 24 clusters Score -5.198542e+07 nChanged 93051
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 40323 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 5 contains 26346 members 
Mstep: Class 6 contains 13994 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 8 contains 34773 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 10 contains 10050 members 
Mstep: Class 12 contains 10151 members 
Mstep: Class 13 contains 25036 members 
Mstep: Class 14 contains 18449 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 35058 members 
Mstep: Class 17 contains 7017 members 
Mstep: Class 18 contains 68607 members 
Mstep: Class 19 contains 47184 members 
Mstep: Class 20 contains 17662 members 
Mstep: Class 21 contains 4323 members 
Mstep: Class 22 contains 8829 members 
Mstep: Class 23 contains 71290 members 
Mstep: Class 24 contains 36433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52073504.000000 Penalty: 49369.089844
Iteration 5F: 24 clusters Score -5.20735e+07 nChanged 74303
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 39338 members 
Mstep: Class 3 contains 3016 members 
Mstep: Class 4 contains 6515 members 
Mstep: Class 5 contains 27622 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 7 contains 9569 members 
Mstep: Class 8 contains 38573 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 9083 members 
Mstep: Class 12 contains 7643 members 
Mstep: Class 13 contains 24278 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 35326 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 74645 members 
Mstep: Class 19 contains 45191 members 
Mstep: Class 20 contains 16399 members 
Mstep: Class 21 contains 3189 members 
Mstep: Class 22 contains 8417 members 
Mstep: Class 23 contains 88863 members 
Mstep: Class 24 contains 37115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52139872.000000 Penalty: 49369.089844
Iteration 6F: 24 clusters Score -5.213987e+07 nChanged 61202
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 37813 members 
Mstep: Class 3 contains 3042 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 28403 members 
Mstep: Class 6 contains 6281 members 
Mstep: Class 7 contains 8352 members 
Mstep: Class 8 contains 41319 members 
Mstep: Class 9 contains 3441 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 13 contains 23645 members 
Mstep: Class 14 contains 10403 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 35362 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 79116 members 
Mstep: Class 19 contains 42171 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 108492 members 
Mstep: Class 24 contains 37524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2036.955444 but Gain 2146.484375
Score: -52189476.000000 Penalty: 47222.605469
Iteration 7F: 23 clusters Score -5.218948e+07 nChanged 50490
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 36086 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 2474 members 
Mstep: Class 5 contains 28755 members 
Mstep: Class 6 contains 3845 members 
Mstep: Class 7 contains 7661 members 
Mstep: Class 8 contains 43471 members 
Mstep: Class 10 contains 8058 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 23123 members 
Mstep: Class 14 contains 6625 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 34465 members 
Mstep: Class 17 contains 5962 members 
Mstep: Class 18 contains 82638 members 
Mstep: Class 19 contains 39360 members 
Mstep: Class 20 contains 12010 members 
Mstep: Class 21 contains 2164 members 
Mstep: Class 22 contains 8285 members 
Mstep: Class 23 contains 127180 members 
Mstep: Class 24 contains 37550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1498.275269 but Gain 2146.480469
Score: -52227312.000000 Penalty: 45076.125000
Iteration 8F: 22 clusters Score -5.222731e+07 nChanged 38523
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 34324 members 
Mstep: Class 3 contains 3791 members 
Mstep: Class 5 contains 29054 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 7244 members 
Mstep: Class 8 contains 45374 members 
Mstep: Class 10 contains 7767 members 
Mstep: Class 12 contains 1600 members 
Mstep: Class 13 contains 22792 members 
Mstep: Class 14 contains 4183 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 32223 members 
Mstep: Class 17 contains 5894 members 
Mstep: Class 18 contains 85017 members 
Mstep: Class 19 contains 36524 members 
Mstep: Class 20 contains 9520 members 
Mstep: Class 21 contains 2057 members 
Mstep: Class 22 contains 8463 members 
Mstep: Class 23 contains 142303 members 
Mstep: Class 24 contains 37199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1048.233765 but Gain 2146.484375
Score: -52252564.000000 Penalty: 42929.640625
Iteration 9F: 21 clusters Score -5.225256e+07 nChanged 29311
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 32888 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 5 contains 29088 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 7019 members 
Mstep: Class 8 contains 46954 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 13 contains 22638 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 29422 members 
Mstep: Class 17 contains 5820 members 
Mstep: Class 18 contains 85621 members 
Mstep: Class 19 contains 34180 members 
Mstep: Class 20 contains 7359 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 154609 members 
Mstep: Class 24 contains 36369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52268852.000000 Penalty: 42929.640625
Iteration 10F: 21 clusters Score -5.226885e+07 nChanged 22585
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 31637 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 5 contains 29166 members 
Mstep: Class 6 contains 1300 members 
Mstep: Class 7 contains 6804 members 
Mstep: Class 8 contains 48006 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 13 contains 22621 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 26081 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 85218 members 
Mstep: Class 19 contains 32160 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 2668 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 164704 members 
Mstep: Class 24 contains 35326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52284496.000000 Penalty: 42929.640625
Iteration 11Q: 21 clusters Score -5.22845e+07 nChanged 20439
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 30543 members 
Mstep: Class 3 contains 4676 members 
Mstep: Class 5 contains 29227 members 
Mstep: Class 6 contains 1114 members 
Mstep: Class 7 contains 6631 members 
Mstep: Class 8 contains 48921 members 
Mstep: Class 10 contains 7307 members 
Mstep: Class 13 contains 22662 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 22864 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 83988 members 
Mstep: Class 19 contains 29901 members 
Mstep: Class 20 contains 4238 members 
Mstep: Class 21 contains 3439 members 
Mstep: Class 22 contains 9500 members 
Mstep: Class 23 contains 174881 members 
Mstep: Class 24 contains 34024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52295588.000000 Penalty: 42929.640625
Iteration 12Q: 21 clusters Score -5.229559e+07 nChanged 19353
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 29531 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 5 contains 29199 members 
Mstep: Class 6 contains 1015 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 8 contains 49739 members 
Mstep: Class 10 contains 7244 members 
Mstep: Class 13 contains 22722 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 19895 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 82296 members 
Mstep: Class 19 contains 27323 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 10024 members 
Mstep: Class 23 contains 184792 members 
Mstep: Class 24 contains 32753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1977.895386 but Gain 2146.480469
Score: -52301572.000000 Penalty: 40783.160156
Iteration 13Q: 20 clusters Score -5.230157e+07 nChanged 19289
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 28702 members 
Mstep: Class 3 contains 4900 members 
Mstep: Class 5 contains 29168 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 6187 members 
Mstep: Class 8 contains 50559 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 13 contains 22880 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 17653 members 
Mstep: Class 17 contains 5502 members 
Mstep: Class 18 contains 80746 members 
Mstep: Class 19 contains 24866 members 
Mstep: Class 21 contains 5358 members 
Mstep: Class 22 contains 10435 members 
Mstep: Class 23 contains 194738 members 
Mstep: Class 24 contains 31657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52304012.000000 Penalty: 40783.160156
Iteration 14Q: 20 clusters Score -5.230401e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 28093 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 5 contains 29119 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 5968 members 
Mstep: Class 8 contains 51448 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 13 contains 23224 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 2647 members 
Mstep: Class 16 contains 15942 members 
Mstep: Class 17 contains 5387 members 
Mstep: Class 18 contains 79199 members 
Mstep: Class 19 contains 23134 members 
Mstep: Class 21 contains 6099 members 
Mstep: Class 22 contains 10750 members 
Mstep: Class 23 contains 199888 members 
Mstep: Class 24 contains 30868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52303804.000000 Penalty: 40783.160156
Iteration 15Q: 20 clusters Score -5.23038e+07 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 27649 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 5 contains 29081 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 8 contains 52345 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 13 contains 23701 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 14658 members 
Mstep: Class 17 contains 5294 members 
Mstep: Class 18 contains 78041 members 
Mstep: Class 19 contains 22036 members 
Mstep: Class 21 contains 6673 members 
Mstep: Class 22 contains 11002 members 
Mstep: Class 23 contains 203215 members 
Mstep: Class 24 contains 30184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52303584.000000 Penalty: 40783.160156
Iteration 16Q: 20 clusters Score -5.230358e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 27318 members 
Mstep: Class 3 contains 5003 members 
Mstep: Class 5 contains 29016 members 
Mstep: Class 6 contains 872 members 
Mstep: Class 7 contains 5532 members 
Mstep: Class 8 contains 53242 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 13 contains 24248 members 
Mstep: Class 14 contains 2295 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 13779 members 
Mstep: Class 17 contains 5214 members 
Mstep: Class 18 contains 77178 members 
Mstep: Class 19 contains 21292 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 11206 members 
Mstep: Class 23 contains 205324 members 
Mstep: Class 24 contains 29597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52303792.000000 Penalty: 40783.160156
Iteration 17Q: 20 clusters Score -5.230379e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 27086 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 5 contains 28950 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 5298 members 
Mstep: Class 8 contains 54126 members 
Mstep: Class 10 contains 7208 members 
Mstep: Class 13 contains 24851 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 16 contains 13091 members 
Mstep: Class 17 contains 5129 members 
Mstep: Class 18 contains 76549 members 
Mstep: Class 19 contains 20901 members 
Mstep: Class 21 contains 7367 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 206594 members 
Mstep: Class 24 contains 29087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52304496.000000 Penalty: 40783.160156
Iteration 18Q: 20 clusters Score -5.23045e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 26916 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 5 contains 28841 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 5091 members 
Mstep: Class 8 contains 54964 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 13 contains 25484 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 12570 members 
Mstep: Class 17 contains 5047 members 
Mstep: Class 18 contains 75988 members 
Mstep: Class 19 contains 20678 members 
Mstep: Class 21 contains 7574 members 
Mstep: Class 22 contains 11577 members 
Mstep: Class 23 contains 207407 members 
Mstep: Class 24 contains 28700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52305360.000000 Penalty: 40783.160156
Iteration 19Q: 20 clusters Score -5.230536e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 5 contains 28700 members 
Mstep: Class 6 contains 877 members 
Mstep: Class 7 contains 4911 members 
Mstep: Class 8 contains 55710 members 
Mstep: Class 10 contains 7209 members 
Mstep: Class 13 contains 26134 members 
Mstep: Class 14 contains 2562 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 12202 members 
Mstep: Class 17 contains 4968 members 
Mstep: Class 18 contains 75482 members 
Mstep: Class 19 contains 20607 members 
Mstep: Class 21 contains 7736 members 
Mstep: Class 22 contains 11742 members 
Mstep: Class 23 contains 207872 members 
Mstep: Class 24 contains 28415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52307128.000000 Penalty: 40783.160156
Iteration 20F: 20 clusters Score -5.230713e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 26702 members 
Mstep: Class 3 contains 5005 members 
Mstep: Class 5 contains 28542 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 4788 members 
Mstep: Class 8 contains 56325 members 
Mstep: Class 10 contains 7204 members 
Mstep: Class 13 contains 26790 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 11918 members 
Mstep: Class 17 contains 4847 members 
Mstep: Class 18 contains 74980 members 
Mstep: Class 19 contains 20652 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 208136 members 
Mstep: Class 24 contains 28240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52308996.000000 Penalty: 40783.160156
Iteration 21Q: 20 clusters Score -5.2309e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 26647 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 5 contains 28363 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 56836 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 13 contains 27318 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 11698 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 74582 members 
Mstep: Class 19 contains 20790 members 
Mstep: Class 21 contains 8047 members 
Mstep: Class 22 contains 11802 members 
Mstep: Class 23 contains 208183 members 
Mstep: Class 24 contains 28155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52310456.000000 Penalty: 40783.160156
Iteration 22Q: 20 clusters Score -5.231046e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 26596 members 
Mstep: Class 3 contains 5194 members 
Mstep: Class 5 contains 28155 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 8 contains 57261 members 
Mstep: Class 10 contains 7195 members 
Mstep: Class 13 contains 27723 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 74270 members 
Mstep: Class 19 contains 20983 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 11828 members 
Mstep: Class 23 contains 207984 members 
Mstep: Class 24 contains 28226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52311396.000000 Penalty: 40783.160156
Iteration 23Q: 20 clusters Score -5.23114e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 26559 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 5 contains 27915 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 57609 members 
Mstep: Class 10 contains 7191 members 
Mstep: Class 13 contains 28014 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 4664 members 
Mstep: Class 18 contains 74005 members 
Mstep: Class 19 contains 21304 members 
Mstep: Class 21 contains 8165 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 207617 members 
Mstep: Class 24 contains 28303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52312316.000000 Penalty: 40783.160156
Iteration 24Q: 20 clusters Score -5.231232e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 26522 members 
Mstep: Class 3 contains 5372 members 
Mstep: Class 5 contains 27600 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 57922 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 13 contains 28244 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 11218 members 
Mstep: Class 17 contains 4615 members 
Mstep: Class 18 contains 73772 members 
Mstep: Class 19 contains 21746 members 
Mstep: Class 21 contains 8203 members 
Mstep: Class 22 contains 11949 members 
Mstep: Class 23 contains 207081 members 
Mstep: Class 24 contains 28466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52313920.000000 Penalty: 40783.160156
Iteration 25Q: 20 clusters Score -5.231392e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 26509 members 
Mstep: Class 3 contains 5435 members 
Mstep: Class 5 contains 27286 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 4192 members 
Mstep: Class 8 contains 58173 members 
Mstep: Class 10 contains 7194 members 
Mstep: Class 13 contains 28398 members 
Mstep: Class 14 contains 3650 members 
Mstep: Class 15 contains 3386 members 
Mstep: Class 16 contains 11099 members 
Mstep: Class 17 contains 4556 members 
Mstep: Class 18 contains 73498 members 
Mstep: Class 19 contains 22349 members 
Mstep: Class 21 contains 8224 members 
Mstep: Class 22 contains 12033 members 
Mstep: Class 23 contains 206393 members 
Mstep: Class 24 contains 28650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52315104.000000 Penalty: 40783.160156
Iteration 26Q: 20 clusters Score -5.23151e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 26503 members 
Mstep: Class 3 contains 5484 members 
Mstep: Class 5 contains 26914 members 
Mstep: Class 6 contains 924 members 
Mstep: Class 7 contains 4115 members 
Mstep: Class 8 contains 58347 members 
Mstep: Class 10 contains 7197 members 
Mstep: Class 13 contains 28520 members 
Mstep: Class 14 contains 3969 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 11016 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 18 contains 73240 members 
Mstep: Class 19 contains 23115 members 
Mstep: Class 21 contains 8239 members 
Mstep: Class 22 contains 12127 members 
Mstep: Class 23 contains 205500 members 
Mstep: Class 24 contains 28879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52316792.000000 Penalty: 40783.160156
Iteration 27Q: 20 clusters Score -5.231679e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 26504 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 5 contains 26549 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 4057 members 
Mstep: Class 8 contains 58455 members 
Mstep: Class 10 contains 7197 members 
Mstep: Class 13 contains 28603 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 10935 members 
Mstep: Class 17 contains 4493 members 
Mstep: Class 18 contains 72991 members 
Mstep: Class 19 contains 23929 members 
Mstep: Class 21 contains 8257 members 
Mstep: Class 22 contains 12274 members 
Mstep: Class 23 contains 204560 members 
Mstep: Class 24 contains 29078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52318268.000000 Penalty: 40783.160156
Iteration 28Q: 20 clusters Score -5.231827e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 26475 members 
Mstep: Class 3 contains 5562 members 
Mstep: Class 5 contains 26267 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 3992 members 
Mstep: Class 8 contains 58482 members 
Mstep: Class 10 contains 7198 members 
Mstep: Class 13 contains 28675 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 16 contains 10840 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 72787 members 
Mstep: Class 19 contains 24944 members 
Mstep: Class 21 contains 8263 members 
Mstep: Class 22 contains 12439 members 
Mstep: Class 23 contains 203463 members 
Mstep: Class 24 contains 29182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52319688.000000 Penalty: 40783.160156
Iteration 29Q: 20 clusters Score -5.231969e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 26456 members 
Mstep: Class 3 contains 5601 members 
Mstep: Class 5 contains 26046 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 58512 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 13 contains 28719 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 16 contains 10753 members 
Mstep: Class 17 contains 4461 members 
Mstep: Class 18 contains 72597 members 
Mstep: Class 19 contains 26082 members 
Mstep: Class 21 contains 8271 members 
Mstep: Class 22 contains 12618 members 
Mstep: Class 23 contains 202254 members 
Mstep: Class 24 contains 29164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52321340.000000 Penalty: 40783.160156
Iteration 30Q: 20 clusters Score -5.232134e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 26451 members 
Mstep: Class 3 contains 5632 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 58517 members 
Mstep: Class 10 contains 7203 members 
Mstep: Class 13 contains 28725 members 
Mstep: Class 14 contains 5471 members 
Mstep: Class 15 contains 3481 members 
Mstep: Class 16 contains 10671 members 
Mstep: Class 17 contains 4452 members 
Mstep: Class 18 contains 72429 members 
Mstep: Class 19 contains 27346 members 
Mstep: Class 21 contains 8272 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 200958 members 
Mstep: Class 24 contains 29046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52322596.000000 Penalty: 40783.160156
Iteration 31Q: 20 clusters Score -5.23226e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 26434 members 
Mstep: Class 3 contains 5660 members 
Mstep: Class 5 contains 25838 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 58485 members 
Mstep: Class 10 contains 7207 members 
Mstep: Class 13 contains 28712 members 
Mstep: Class 14 contains 5853 members 
Mstep: Class 15 contains 3486 members 
Mstep: Class 16 contains 10570 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 72301 members 
Mstep: Class 19 contains 28824 members 
Mstep: Class 21 contains 8269 members 
Mstep: Class 22 contains 13037 members 
Mstep: Class 23 contains 199467 members 
Mstep: Class 24 contains 28885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52324332.000000 Penalty: 40783.160156
Iteration 32Q: 20 clusters Score -5.232433e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 26424 members 
Mstep: Class 3 contains 5674 members 
Mstep: Class 5 contains 25818 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 3760 members 
Mstep: Class 8 contains 58386 members 
Mstep: Class 10 contains 7210 members 
Mstep: Class 13 contains 28676 members 
Mstep: Class 14 contains 6244 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 16 contains 10478 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 72193 members 
Mstep: Class 19 contains 30445 members 
Mstep: Class 21 contains 8275 members 
Mstep: Class 22 contains 13260 members 
Mstep: Class 23 contains 197844 members 
Mstep: Class 24 contains 28697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52326632.000000 Penalty: 40783.160156
Iteration 33Q: 20 clusters Score -5.232663e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 26422 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 5 contains 25827 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 58252 members 
Mstep: Class 10 contains 7215 members 
Mstep: Class 13 contains 28604 members 
Mstep: Class 14 contains 6609 members 
Mstep: Class 15 contains 3500 members 
Mstep: Class 16 contains 10375 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 72096 members 
Mstep: Class 19 contains 32174 members 
Mstep: Class 21 contains 8281 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 196157 members 
Mstep: Class 24 contains 28475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52328384.000000 Penalty: 40783.160156
Iteration 34Q: 20 clusters Score -5.232838e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 26424 members 
Mstep: Class 3 contains 5694 members 
Mstep: Class 5 contains 25833 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 58082 members 
Mstep: Class 10 contains 7216 members 
Mstep: Class 13 contains 28518 members 
Mstep: Class 14 contains 7006 members 
Mstep: Class 15 contains 3494 members 
Mstep: Class 16 contains 10264 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 72007 members 
Mstep: Class 19 contains 34035 members 
Mstep: Class 21 contains 8283 members 
Mstep: Class 22 contains 13771 members 
Mstep: Class 23 contains 194349 members 
Mstep: Class 24 contains 28241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52330224.000000 Penalty: 40783.160156
Iteration 35Q: 20 clusters Score -5.233022e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 26433 members 
Mstep: Class 3 contains 5700 members 
Mstep: Class 5 contains 25854 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 57866 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 13 contains 28407 members 
Mstep: Class 14 contains 7415 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 18 contains 71924 members 
Mstep: Class 19 contains 35969 members 
Mstep: Class 21 contains 8292 members 
Mstep: Class 22 contains 14060 members 
Mstep: Class 23 contains 192513 members 
Mstep: Class 24 contains 27941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52332824.000000 Penalty: 40783.160156
Iteration 36Q: 20 clusters Score -5.233282e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 26430 members 
Mstep: Class 3 contains 5701 members 
Mstep: Class 5 contains 25898 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 57672 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 13 contains 28261 members 
Mstep: Class 14 contains 7817 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 16 contains 10094 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 71834 members 
Mstep: Class 19 contains 38030 members 
Mstep: Class 21 contains 8294 members 
Mstep: Class 22 contains 14384 members 
Mstep: Class 23 contains 190614 members 
Mstep: Class 24 contains 27581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52335072.000000 Penalty: 40783.160156
Iteration 37Q: 20 clusters Score -5.233507e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 26439 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 5 contains 25917 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 3659 members 
Mstep: Class 8 contains 57473 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 13 contains 28136 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 16 contains 9986 members 
Mstep: Class 17 contains 4383 members 
Mstep: Class 18 contains 71724 members 
Mstep: Class 19 contains 40070 members 
Mstep: Class 21 contains 8296 members 
Mstep: Class 22 contains 14732 members 
Mstep: Class 23 contains 188708 members 
Mstep: Class 24 contains 27246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52337032.000000 Penalty: 40783.160156
Iteration 38Q: 20 clusters Score -5.233703e+07 nChanged 4504
Entering ConstructFrom: 
Score: -52337032.000000 Penalty: 40783.160156
Entering ConstructFrom: 
Trying to split cluster 1 (12982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Entering Unmasked Estep 
Score: -1298351.250000 Penalty: 1539.089355
	Iteration 0F: 2 clusters Score -1298351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1289257.375000 Penalty: 3078.178711
	Iteration 0F: 3 clusters Score -1289257 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1292217.875000 Penalty: 3078.178711
	Iteration 1F: 3 clusters Score -1292218 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1292494.125000 Penalty: 3078.178711
	Iteration 2F: 3 clusters Score -1292494 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1292750.750000 Penalty: 3078.178711
	Iteration 3Q: 3 clusters Score -1292751 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1292961.000000 Penalty: 3078.178711
	Iteration 4Q: 3 clusters Score -1292961 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1293172.625000 Penalty: 3078.178711
	Iteration 5Q: 3 clusters Score -1293173 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1293434.125000 Penalty: 3078.178711
	Iteration 6Q: 3 clusters Score -1293434 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1293797.875000 Penalty: 3078.178711
	Iteration 7Q: 3 clusters Score -1293798 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1294243.625000 Penalty: 3078.178711
	Iteration 8F: 3 clusters Score -1294244 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1294792.500000 Penalty: 3078.178711
	Iteration 9F: 3 clusters Score -1294792 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1295406.500000 Penalty: 3078.178711
	Iteration 10F: 3 clusters Score -1295406 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1295995.250000 Penalty: 3078.178711
	Iteration 11F: 3 clusters Score -1295995 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1296402.375000 Penalty: 3078.178711
	Iteration 12Q: 3 clusters Score -1296402 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1296657.125000 Penalty: 3078.178711
	Iteration 13Q: 3 clusters Score -1296657 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1296812.125000 Penalty: 3078.178711
	Iteration 14Q: 3 clusters Score -1296812 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1296915.375000 Penalty: 3078.178711
	Iteration 15Q: 3 clusters Score -1296915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1296972.500000 Penalty: 3078.178711
	Iteration 16Q: 3 clusters Score -1296972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1296999.875000 Penalty: 3078.178711
	Iteration 17Q: 3 clusters Score -1297000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1297014.625000 Penalty: 3078.178711
	Iteration 18Q: 3 clusters Score -1297015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1297026.625000 Penalty: 3078.178711
	Iteration 19Q: 3 clusters Score -1297027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1297037.375000 Penalty: 3078.178711
	Iteration 20F: 3 clusters Score -1297037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1297049.625000 Penalty: 3078.178711
	Iteration 21Q: 3 clusters Score -1297050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1297054.875000 Penalty: 3078.178711
	Iteration 22Q: 3 clusters Score -1297055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1297059.750000 Penalty: 3078.178711
	Iteration 23Q: 3 clusters Score -1297060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1297069.000000 Penalty: 3078.178711
	Iteration 24Q: 3 clusters Score -1297069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1297073.750000 Penalty: 3078.178711
	Iteration 25Q: 3 clusters Score -1297074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1297077.375000 Penalty: 3078.178711
	Iteration 26Q: 3 clusters Score -1297077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1297077.375000 Penalty: 3078.178711
	Iteration 27F: 3 clusters Score -1297077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Entering Unmasked Estep 
Score: -2581459.500000 Penalty: 1654.610352
	Iteration 0F: 2 clusters Score -2581460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2563605.000000 Penalty: 3309.220703
	Iteration 0F: 3 clusters Score -2563605 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2570515.750000 Penalty: 3309.220703
	Iteration 1F: 3 clusters Score -2570516 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2571416.500000 Penalty: 3309.220703
	Iteration 2F: 3 clusters Score -2571416 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2572919.000000 Penalty: 3309.220703
	Iteration 3F: 3 clusters Score -2572919 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2575172.000000 Penalty: 3309.220703
	Iteration 4F: 3 clusters Score -2575172 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2577552.750000 Penalty: 3309.220703
	Iteration 5F: 3 clusters Score -2577553 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2579340.250000 Penalty: 3309.220703
	Iteration 6F: 3 clusters Score -2579340 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2580534.500000 Penalty: 3309.220703
	Iteration 7F: 3 clusters Score -2580534 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2581466.000000 Penalty: 3309.220703
	Iteration 8Q: 3 clusters Score -2581466 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2582125.750000 Penalty: 3309.220703
	Iteration 9Q: 3 clusters Score -2582126 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2582531.000000 Penalty: 3309.220703
	Iteration 10Q: 3 clusters Score -2582531 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2582767.750000 Penalty: 3309.220703
	Iteration 11Q: 3 clusters Score -2582768 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2582897.750000 Penalty: 3309.220703
	Iteration 12Q: 3 clusters Score -2582898 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2582984.750000 Penalty: 3309.220703
	Iteration 13Q: 3 clusters Score -2582985 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2583038.000000 Penalty: 3309.220703
	Iteration 14Q: 3 clusters Score -2583038 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2583066.750000 Penalty: 3309.220703
	Iteration 15Q: 3 clusters Score -2583067 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2583097.750000 Penalty: 3309.220703
	Iteration 16Q: 3 clusters Score -2583098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2583117.000000 Penalty: 3309.220703
	Iteration 17Q: 3 clusters Score -2583117 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2583145.750000 Penalty: 3309.220703
	Iteration 18Q: 3 clusters Score -2583146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2583173.750000 Penalty: 3309.220703
	Iteration 19Q: 3 clusters Score -2583174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2583206.500000 Penalty: 3309.220703
	Iteration 20F: 3 clusters Score -2583206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2583206.000000 Penalty: 3309.220703
	Iteration 21Q: 3 clusters Score -2583206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2583218.250000 Penalty: 3309.220703
	Iteration 22Q: 3 clusters Score -2583218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2583227.750000 Penalty: 3309.220703
	Iteration 23Q: 3 clusters Score -2583228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2583237.750000 Penalty: 3309.220703
	Iteration 24Q: 3 clusters Score -2583238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2583235.250000 Penalty: 3309.220703
	Iteration 25Q: 3 clusters Score -2583235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2583238.750000 Penalty: 3309.220703
	Iteration 26Q: 3 clusters Score -2583239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2583242.250000 Penalty: 3309.220703
	Iteration 27Q: 3 clusters Score -2583242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2583243.000000 Penalty: 3309.220703
	Iteration 28Q: 3 clusters Score -2583243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2583249.250000 Penalty: 3309.220703
	Iteration 29Q: 3 clusters Score -2583249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2583252.000000 Penalty: 3309.220703
	Iteration 30Q: 3 clusters Score -2583252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2583248.750000 Penalty: 3309.220703
	Iteration 31Q: 3 clusters Score -2583249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2583252.500000 Penalty: 3309.220703
	Iteration 32Q: 3 clusters Score -2583252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2583255.750000 Penalty: 3309.220703
	Iteration 33Q: 3 clusters Score -2583256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2583255.000000 Penalty: 3309.220703
	Iteration 34Q: 3 clusters Score -2583255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2583255.500000 Penalty: 3309.220703
	Iteration 35Q: 3 clusters Score -2583256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2583255.500000 Penalty: 3309.220703
	Iteration 36Q: 3 clusters Score -2583256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2583260.000000 Penalty: 3309.220703
	Iteration 37Q: 3 clusters Score -2583260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2583257.000000 Penalty: 3309.220703
	Iteration 38Q: 3 clusters Score -2583257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2583253.750000 Penalty: 3309.220703
	Iteration 39Q: 3 clusters Score -2583254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2583253.250000 Penalty: 3309.220703
	Iteration 40F: 3 clusters Score -2583253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2583257.250000 Penalty: 3309.220703
	Iteration 41Q: 3 clusters Score -2583257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2583255.500000 Penalty: 3309.220703
	Iteration 42Q: 3 clusters Score -2583256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2583255.750000 Penalty: 3309.220703
	Iteration 43Q: 3 clusters Score -2583256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2583258.500000 Penalty: 3309.220703
	Iteration 44Q: 3 clusters Score -2583258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2583254.750000 Penalty: 3309.220703
	Iteration 45Q: 3 clusters Score -2583255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2583256.000000 Penalty: 3309.220703
	Iteration 46Q: 3 clusters Score -2583256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2583256.500000 Penalty: 3309.220703
	Iteration 47Q: 3 clusters Score -2583256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2583254.250000 Penalty: 3309.220703
	Iteration 48Q: 3 clusters Score -2583254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2583256.250000 Penalty: 3309.220703
	Iteration 49Q: 3 clusters Score -2583256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2583256.250000 Penalty: 3309.220703
	Iteration 50F: 3 clusters Score -2583256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 16352 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 57289 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 186870 members 
Mstep: Class 24 contains 26903 members 
Entering Unmasked Estep 
Score: -52339840.000000 Penalty: 42929.640625
Splitting cluster 2 changes total score from -52337032.000000 to -52339840.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -570178.375000 Penalty: 1405.535400
	Iteration 0F: 2 clusters Score -570178.4 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 2850 members 
Entering Unmasked Estep 
Score: -565783.687500 Penalty: 2811.070801
	Iteration 0F: 3 clusters Score -565783.7 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -567106.000000 Penalty: 2811.070801
	Iteration 1F: 3 clusters Score -567106 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -567319.500000 Penalty: 2811.070801
	Iteration 2F: 3 clusters Score -567319.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -567482.875000 Penalty: 2811.070801
	Iteration 3F: 3 clusters Score -567482.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -567650.062500 Penalty: 2811.070801
	Iteration 4F: 3 clusters Score -567650.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -567795.375000 Penalty: 2811.070801
	Iteration 5Q: 3 clusters Score -567795.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -567974.625000 Penalty: 2811.070801
	Iteration 6Q: 3 clusters Score -567974.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -568218.250000 Penalty: 2811.070801
	Iteration 7Q: 3 clusters Score -568218.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -568544.312500 Penalty: 2811.070801
	Iteration 8F: 3 clusters Score -568544.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -568835.312500 Penalty: 2811.070801
	Iteration 9F: 3 clusters Score -568835.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -569049.437500 Penalty: 2811.070801
	Iteration 10Q: 3 clusters Score -569049.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -569180.000000 Penalty: 2811.070801
	Iteration 11Q: 3 clusters Score -569180 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -569259.250000 Penalty: 2811.070801
	Iteration 12Q: 3 clusters Score -569259.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -569310.062500 Penalty: 2811.070801
	Iteration 13Q: 3 clusters Score -569310.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -569344.312500 Penalty: 2811.070801
	Iteration 14Q: 3 clusters Score -569344.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -569372.375000 Penalty: 2811.070801
	Iteration 15Q: 3 clusters Score -569372.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -569392.375000 Penalty: 2811.070801
	Iteration 16Q: 3 clusters Score -569392.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -569405.937500 Penalty: 2811.070801
	Iteration 17Q: 3 clusters Score -569405.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -569417.937500 Penalty: 2811.070801
	Iteration 18Q: 3 clusters Score -569417.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -569427.937500 Penalty: 2811.070801
	Iteration 19Q: 3 clusters Score -569427.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -569434.062500 Penalty: 2811.070801
	Iteration 20F: 3 clusters Score -569434.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -569440.437500 Penalty: 2811.070801
	Iteration 21Q: 3 clusters Score -569440.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -569449.750000 Penalty: 2811.070801
	Iteration 22Q: 3 clusters Score -569449.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -569464.937500 Penalty: 2811.070801
	Iteration 23Q: 3 clusters Score -569464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -569480.375000 Penalty: 2811.070801
	Iteration 24Q: 3 clusters Score -569480.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -569491.000000 Penalty: 2811.070801
	Iteration 25Q: 3 clusters Score -569491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -569499.937500 Penalty: 2811.070801
	Iteration 26Q: 3 clusters Score -569499.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -569514.562500 Penalty: 2811.070801
	Iteration 27Q: 3 clusters Score -569514.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -569525.000000 Penalty: 2811.070801
	Iteration 28Q: 3 clusters Score -569525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -569538.312500 Penalty: 2811.070801
	Iteration 29Q: 3 clusters Score -569538.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -569550.687500 Penalty: 2811.070801
	Iteration 30Q: 3 clusters Score -569550.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -569566.250000 Penalty: 2811.070801
	Iteration 31Q: 3 clusters Score -569566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -569575.187500 Penalty: 2811.070801
	Iteration 32Q: 3 clusters Score -569575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -569583.187500 Penalty: 2811.070801
	Iteration 33Q: 3 clusters Score -569583.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -569587.875000 Penalty: 2811.070801
	Iteration 34Q: 3 clusters Score -569587.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -569594.187500 Penalty: 2811.070801
	Iteration 35Q: 3 clusters Score -569594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -569599.375000 Penalty: 2811.070801
	Iteration 36Q: 3 clusters Score -569599.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -569607.125000 Penalty: 2811.070801
	Iteration 37Q: 3 clusters Score -569607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -569612.937500 Penalty: 2811.070801
	Iteration 38Q: 3 clusters Score -569612.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -569622.187500 Penalty: 2811.070801
	Iteration 39Q: 3 clusters Score -569622.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -569632.187500 Penalty: 2811.070801
	Iteration 40F: 3 clusters Score -569632.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -569644.562500 Penalty: 2811.070801
	Iteration 41Q: 3 clusters Score -569644.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -569658.187500 Penalty: 2811.070801
	Iteration 42Q: 3 clusters Score -569658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -569670.250000 Penalty: 2811.070801
	Iteration 43Q: 3 clusters Score -569670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -569677.437500 Penalty: 2811.070801
	Iteration 44Q: 3 clusters Score -569677.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -569681.875000 Penalty: 2811.070801
	Iteration 45Q: 3 clusters Score -569681.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -569689.562500 Penalty: 2811.070801
	Iteration 46Q: 3 clusters Score -569689.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -569694.062500 Penalty: 2811.070801
	Iteration 47Q: 3 clusters Score -569694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -569698.375000 Penalty: 2811.070801
	Iteration 48Q: 3 clusters Score -569698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -569698.937500 Penalty: 2811.070801
	Iteration 49Q: 3 clusters Score -569698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -569702.062500 Penalty: 2811.070801
	Iteration 50Q: 3 clusters Score -569702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -569701.125000 Penalty: 2811.070801
	Iteration 51Q: 3 clusters Score -569701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -569701.125000 Penalty: 2811.070801
	Iteration 52F: 3 clusters Score -569701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Entering Unmasked Estep 
Score: -2624202.000000 Penalty: 1651.562988
	Iteration 0F: 2 clusters Score -2624202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2606693.250000 Penalty: 3303.125977
	Iteration 0F: 3 clusters Score -2606693 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2612981.500000 Penalty: 3303.125977
	Iteration 1F: 3 clusters Score -2612982 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2613324.750000 Penalty: 3303.125977
	Iteration 2Q: 3 clusters Score -2613325 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2613673.250000 Penalty: 3303.125977
	Iteration 3Q: 3 clusters Score -2613673 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2614047.750000 Penalty: 3303.125977
	Iteration 4Q: 3 clusters Score -2614048 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2614573.250000 Penalty: 3303.125977
	Iteration 5Q: 3 clusters Score -2614573 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2615341.000000 Penalty: 3303.125977
	Iteration 6F: 3 clusters Score -2615341 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2616408.000000 Penalty: 3303.125977
	Iteration 7F: 3 clusters Score -2616408 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2617740.000000 Penalty: 3303.125977
	Iteration 8F: 3 clusters Score -2617740 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2619266.250000 Penalty: 3303.125977
	Iteration 9F: 3 clusters Score -2619266 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2620779.750000 Penalty: 3303.125977
	Iteration 10F: 3 clusters Score -2620780 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2621764.000000 Penalty: 3303.125977
	Iteration 11Q: 3 clusters Score -2621764 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2622176.250000 Penalty: 3303.125977
	Iteration 12Q: 3 clusters Score -2622176 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2622384.250000 Penalty: 3303.125977
	Iteration 13Q: 3 clusters Score -2622384 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2622506.750000 Penalty: 3303.125977
	Iteration 14Q: 3 clusters Score -2622507 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2622590.500000 Penalty: 3303.125977
	Iteration 15Q: 3 clusters Score -2622590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2622640.250000 Penalty: 3303.125977
	Iteration 16Q: 3 clusters Score -2622640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2622673.000000 Penalty: 3303.125977
	Iteration 17Q: 3 clusters Score -2622673 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2622708.750000 Penalty: 3303.125977
	Iteration 18Q: 3 clusters Score -2622709 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2622725.500000 Penalty: 3303.125977
	Iteration 19Q: 3 clusters Score -2622726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2622751.500000 Penalty: 3303.125977
	Iteration 20F: 3 clusters Score -2622752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2622768.000000 Penalty: 3303.125977
	Iteration 21Q: 3 clusters Score -2622768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2622776.750000 Penalty: 3303.125977
	Iteration 22Q: 3 clusters Score -2622777 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2622805.000000 Penalty: 3303.125977
	Iteration 23Q: 3 clusters Score -2622805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2622818.000000 Penalty: 3303.125977
	Iteration 24Q: 3 clusters Score -2622818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2622829.250000 Penalty: 3303.125977
	Iteration 25Q: 3 clusters Score -2622829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2622835.250000 Penalty: 3303.125977
	Iteration 26Q: 3 clusters Score -2622835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2622845.000000 Penalty: 3303.125977
	Iteration 27Q: 3 clusters Score -2622845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2622846.750000 Penalty: 3303.125977
	Iteration 28Q: 3 clusters Score -2622847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2622852.250000 Penalty: 3303.125977
	Iteration 29Q: 3 clusters Score -2622852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2622860.250000 Penalty: 3303.125977
	Iteration 30Q: 3 clusters Score -2622860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2622866.000000 Penalty: 3303.125977
	Iteration 31Q: 3 clusters Score -2622866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2622869.250000 Penalty: 3303.125977
	Iteration 32Q: 3 clusters Score -2622869 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2622874.250000 Penalty: 3303.125977
	Iteration 33Q: 3 clusters Score -2622874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2622884.500000 Penalty: 3303.125977
	Iteration 34Q: 3 clusters Score -2622884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2622885.000000 Penalty: 3303.125977
	Iteration 35Q: 3 clusters Score -2622885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2622886.000000 Penalty: 3303.125977
	Iteration 36Q: 3 clusters Score -2622886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2622892.500000 Penalty: 3303.125977
	Iteration 37Q: 3 clusters Score -2622892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2622894.250000 Penalty: 3303.125977
	Iteration 38Q: 3 clusters Score -2622894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2622894.500000 Penalty: 3303.125977
	Iteration 39Q: 3 clusters Score -2622894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2622903.750000 Penalty: 3303.125977
	Iteration 40F: 3 clusters Score -2622904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2622905.750000 Penalty: 3303.125977
	Iteration 41Q: 3 clusters Score -2622906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2622909.500000 Penalty: 3303.125977
	Iteration 42Q: 3 clusters Score -2622910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2622915.000000 Penalty: 3303.125977
	Iteration 43Q: 3 clusters Score -2622915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2622919.000000 Penalty: 3303.125977
	Iteration 44Q: 3 clusters Score -2622919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2622924.750000 Penalty: 3303.125977
	Iteration 45Q: 3 clusters Score -2622925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2622918.250000 Penalty: 3303.125977
	Iteration 46Q: 3 clusters Score -2622918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2622917.250000 Penalty: 3303.125977
	Iteration 47Q: 3 clusters Score -2622917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2622918.250000 Penalty: 3303.125977
	Iteration 48Q: 3 clusters Score -2622918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2622916.000000 Penalty: 3303.125977
	Iteration 49Q: 3 clusters Score -2622916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2622914.500000 Penalty: 3303.125977
	Iteration 50Q: 3 clusters Score -2622914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2622916.250000 Penalty: 3303.125977
	Iteration 51Q: 3 clusters Score -2622916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2622918.500000 Penalty: 3303.125977
	Iteration 52Q: 3 clusters Score -2622918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2622921.750000 Penalty: 3303.125977
	Iteration 53Q: 3 clusters Score -2622922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -2622922.500000 Penalty: 3303.125977
	Iteration 54Q: 3 clusters Score -2622922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2622918.500000 Penalty: 3303.125977
	Iteration 55Q: 3 clusters Score -2622918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2622923.000000 Penalty: 3303.125977
	Iteration 56Q: 3 clusters Score -2622923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2622918.750000 Penalty: 3303.125977
	Iteration 57Q: 3 clusters Score -2622919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2622927.750000 Penalty: 3303.125977
	Iteration 58Q: 3 clusters Score -2622928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2622929.750000 Penalty: 3303.125977
	Iteration 59Q: 3 clusters Score -2622930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2622929.500000 Penalty: 3303.125977
	Iteration 60F: 3 clusters Score -2622930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2622926.000000 Penalty: 3303.125977
	Iteration 61Q: 3 clusters Score -2622926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2622927.750000 Penalty: 3303.125977
	Iteration 62Q: 3 clusters Score -2622928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2622925.500000 Penalty: 3303.125977
	Iteration 63Q: 3 clusters Score -2622926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2622929.500000 Penalty: 3303.125977
	Iteration 64Q: 3 clusters Score -2622930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2622926.250000 Penalty: 3303.125977
	Iteration 65Q: 3 clusters Score -2622926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2622926.750000 Penalty: 3303.125977
	Iteration 66Q: 3 clusters Score -2622927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2622930.750000 Penalty: 3303.125977
	Iteration 67Q: 3 clusters Score -2622931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2622933.500000 Penalty: 3303.125977
	Iteration 68Q: 3 clusters Score -2622934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2622931.500000 Penalty: 3303.125977
	Iteration 69Q: 3 clusters Score -2622932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2622930.000000 Penalty: 3303.125977
	Iteration 70Q: 3 clusters Score -2622930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2622929.500000 Penalty: 3303.125977
	Iteration 71Q: 3 clusters Score -2622930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2622928.500000 Penalty: 3303.125977
	Iteration 72Q: 3 clusters Score -2622928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2622927.500000 Penalty: 3303.125977
	Iteration 73Q: 3 clusters Score -2622928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2622929.000000 Penalty: 3303.125977
	Iteration 74Q: 3 clusters Score -2622929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2622928.750000 Penalty: 3303.125977
	Iteration 75Q: 3 clusters Score -2622929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2622928.250000 Penalty: 3303.125977
	Iteration 76Q: 3 clusters Score -2622928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2622931.500000 Penalty: 3303.125977
	Iteration 77Q: 3 clusters Score -2622932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2622930.250000 Penalty: 3303.125977
	Iteration 78Q: 3 clusters Score -2622930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2622930.250000 Penalty: 3303.125977
	Iteration 79Q: 3 clusters Score -2622930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2622928.750000 Penalty: 3303.125977
	Iteration 80F: 3 clusters Score -2622929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -84296.679688 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -84296.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82964.109375 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -82964.11 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -83361.679688 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -83361.68 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -83498.992188 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -83498.99 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -83593.203125 Penalty: 2215.439209
	Iteration 3F: 3 clusters Score -83593.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -83703.375000 Penalty: 2215.439209
	Iteration 4F: 3 clusters Score -83703.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -83773.367188 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -83773.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -83806.507812 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -83806.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -83826.062500 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -83826.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -83851.679688 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -83851.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -83875.703125 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -83875.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -83898.945312 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -83898.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -83910.140625 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -83910.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -83916.375000 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -83916.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -83918.539062 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -83918.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -83918.875000 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -83918.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -83918.875000 Penalty: 2215.439209
	Iteration 15F: 3 clusters Score -83918.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -345298.625000 Penalty: 1333.170410
	Iteration 0F: 2 clusters Score -345298.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -342138.500000 Penalty: 2666.340820
	Iteration 0F: 3 clusters Score -342138.5 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -343009.531250 Penalty: 2666.340820
	Iteration 1F: 3 clusters Score -343009.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -343177.187500 Penalty: 2666.340820
	Iteration 2F: 3 clusters Score -343177.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -343260.250000 Penalty: 2666.340820
	Iteration 3F: 3 clusters Score -343260.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -343321.437500 Penalty: 2666.340820
	Iteration 4Q: 3 clusters Score -343321.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -343368.437500 Penalty: 2666.340820
	Iteration 5Q: 3 clusters Score -343368.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -343401.812500 Penalty: 2666.340820
	Iteration 6Q: 3 clusters Score -343401.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -343427.312500 Penalty: 2666.340820
	Iteration 7Q: 3 clusters Score -343427.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -343453.250000 Penalty: 2666.340820
	Iteration 8Q: 3 clusters Score -343453.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -343477.687500 Penalty: 2666.340820
	Iteration 9Q: 3 clusters Score -343477.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -343502.812500 Penalty: 2666.340820
	Iteration 10Q: 3 clusters Score -343502.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -343531.906250 Penalty: 2666.340820
	Iteration 11Q: 3 clusters Score -343531.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -343561.906250 Penalty: 2666.340820
	Iteration 12Q: 3 clusters Score -343561.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -343594.968750 Penalty: 2666.340820
	Iteration 13Q: 3 clusters Score -343595 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -343652.812500 Penalty: 2666.340820
	Iteration 14Q: 3 clusters Score -343652.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -343721.218750 Penalty: 2666.340820
	Iteration 15Q: 3 clusters Score -343721.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -343779.875000 Penalty: 2666.340820
	Iteration 16Q: 3 clusters Score -343779.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -343845.218750 Penalty: 2666.340820
	Iteration 17Q: 3 clusters Score -343845.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -343911.562500 Penalty: 2666.340820
	Iteration 18Q: 3 clusters Score -343911.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -343993.093750 Penalty: 2666.340820
	Iteration 19Q: 3 clusters Score -343993.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -344084.781250 Penalty: 2666.340820
	Iteration 20F: 3 clusters Score -344084.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -344155.843750 Penalty: 2666.340820
	Iteration 21Q: 3 clusters Score -344155.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -344205.625000 Penalty: 2666.340820
	Iteration 22Q: 3 clusters Score -344205.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -344249.718750 Penalty: 2666.340820
	Iteration 23Q: 3 clusters Score -344249.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -344276.218750 Penalty: 2666.340820
	Iteration 24Q: 3 clusters Score -344276.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -344296.625000 Penalty: 2666.340820
	Iteration 25Q: 3 clusters Score -344296.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -344312.250000 Penalty: 2666.340820
	Iteration 26Q: 3 clusters Score -344312.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -344321.625000 Penalty: 2666.340820
	Iteration 27Q: 3 clusters Score -344321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -344331.187500 Penalty: 2666.340820
	Iteration 28Q: 3 clusters Score -344331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -344337.437500 Penalty: 2666.340820
	Iteration 29Q: 3 clusters Score -344337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -344342.875000 Penalty: 2666.340820
	Iteration 30Q: 3 clusters Score -344342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -344347.562500 Penalty: 2666.340820
	Iteration 31Q: 3 clusters Score -344347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -344351.781250 Penalty: 2666.340820
	Iteration 32Q: 3 clusters Score -344351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -344357.875000 Penalty: 2666.340820
	Iteration 33Q: 3 clusters Score -344357.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -344366.218750 Penalty: 2666.340820
	Iteration 34Q: 3 clusters Score -344366.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -344372.218750 Penalty: 2666.340820
	Iteration 35Q: 3 clusters Score -344372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -344379.593750 Penalty: 2666.340820
	Iteration 36Q: 3 clusters Score -344379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -344382.843750 Penalty: 2666.340820
	Iteration 37Q: 3 clusters Score -344382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -344387.343750 Penalty: 2666.340820
	Iteration 38Q: 3 clusters Score -344387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -344391.250000 Penalty: 2666.340820
	Iteration 39Q: 3 clusters Score -344391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -344395.812500 Penalty: 2666.340820
	Iteration 40F: 3 clusters Score -344395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -344398.718750 Penalty: 2666.340820
	Iteration 41Q: 3 clusters Score -344398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -344399.062500 Penalty: 2666.340820
	Iteration 42Q: 3 clusters Score -344399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -344399.250000 Penalty: 2666.340820
	Iteration 43Q: 3 clusters Score -344399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -344399.250000 Penalty: 2666.340820
	Iteration 44F: 3 clusters Score -344399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Entering Unmasked Estep 
Score: -5633342.500000 Penalty: 1780.327881
	Iteration 0F: 2 clusters Score -5633342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5595237.500000 Penalty: 3560.655762
	Iteration 0F: 3 clusters Score -5595238 nChanged 27000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -5611229.500000 Penalty: 3560.655762
	Iteration 1F: 3 clusters Score -5611230 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5612654.000000 Penalty: 3560.655762
	Iteration 2Q: 3 clusters Score -5612654 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5614539.000000 Penalty: 3560.655762
	Iteration 3F: 3 clusters Score -5614539 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -5616753.500000 Penalty: 3560.655762
	Iteration 4F: 3 clusters Score -5616754 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5619292.000000 Penalty: 3560.655762
	Iteration 5F: 3 clusters Score -5619292 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -5621849.000000 Penalty: 3560.655762
	Iteration 6F: 3 clusters Score -5621849 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5624504.000000 Penalty: 3560.655762
	Iteration 7F: 3 clusters Score -5624504 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5627363.500000 Penalty: 3560.655762
	Iteration 8F: 3 clusters Score -5627364 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5630300.000000 Penalty: 3560.655762
	Iteration 9Q: 3 clusters Score -5630300 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5632822.000000 Penalty: 3560.655762
	Iteration 10Q: 3 clusters Score -5632822 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5634547.500000 Penalty: 3560.655762
	Iteration 11Q: 3 clusters Score -5634548 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -5635533.000000 Penalty: 3560.655762
	Iteration 12Q: 3 clusters Score -5635533 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -5636009.500000 Penalty: 3560.655762
	Iteration 13Q: 3 clusters Score -5636010 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -5636197.500000 Penalty: 3560.655762
	Iteration 14Q: 3 clusters Score -5636198 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5636277.500000 Penalty: 3560.655762
	Iteration 15Q: 3 clusters Score -5636278 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -5636349.500000 Penalty: 3560.655762
	Iteration 16Q: 3 clusters Score -5636350 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5636391.500000 Penalty: 3560.655762
	Iteration 17Q: 3 clusters Score -5636392 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5636420.500000 Penalty: 3560.655762
	Iteration 18Q: 3 clusters Score -5636420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -5636438.500000 Penalty: 3560.655762
	Iteration 19Q: 3 clusters Score -5636438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5636479.000000 Penalty: 3560.655762
	Iteration 20F: 3 clusters Score -5636479 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -5636469.500000 Penalty: 3560.655762
	Iteration 21Q: 3 clusters Score -5636470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5636474.500000 Penalty: 3560.655762
	Iteration 22Q: 3 clusters Score -5636474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -5636468.000000 Penalty: 3560.655762
	Iteration 23Q: 3 clusters Score -5636468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -5636470.500000 Penalty: 3560.655762
	Iteration 24Q: 3 clusters Score -5636470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5636476.000000 Penalty: 3560.655762
	Iteration 25Q: 3 clusters Score -5636476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5636474.000000 Penalty: 3560.655762
	Iteration 26Q: 3 clusters Score -5636474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -5636470.000000 Penalty: 3560.655762
	Iteration 27Q: 3 clusters Score -5636470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5636469.500000 Penalty: 3560.655762
	Iteration 28Q: 3 clusters Score -5636470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5636477.500000 Penalty: 3560.655762
	Iteration 29Q: 3 clusters Score -5636478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5636477.500000 Penalty: 3560.655762
	Iteration 30Q: 3 clusters Score -5636478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -5636485.000000 Penalty: 3560.655762
	Iteration 31Q: 3 clusters Score -5636485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -5636491.500000 Penalty: 3560.655762
	Iteration 32Q: 3 clusters Score -5636492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -5636487.000000 Penalty: 3560.655762
	Iteration 33Q: 3 clusters Score -5636487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -5636487.000000 Penalty: 3560.655762
	Iteration 34Q: 3 clusters Score -5636487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5636488.500000 Penalty: 3560.655762
	Iteration 35Q: 3 clusters Score -5636488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -5636488.500000 Penalty: 3560.655762
	Iteration 36Q: 3 clusters Score -5636488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5636488.000000 Penalty: 3560.655762
	Iteration 37Q: 3 clusters Score -5636488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -5636494.000000 Penalty: 3560.655762
	Iteration 38Q: 3 clusters Score -5636494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -5636491.000000 Penalty: 3560.655762
	Iteration 39Q: 3 clusters Score -5636491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -5636492.500000 Penalty: 3560.655762
	Iteration 40F: 3 clusters Score -5636492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5636489.500000 Penalty: 3560.655762
	Iteration 41Q: 3 clusters Score -5636490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5636489.500000 Penalty: 3560.655762
	Iteration 42Q: 3 clusters Score -5636490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -5636487.000000 Penalty: 3560.655762
	Iteration 43Q: 3 clusters Score -5636487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5636491.500000 Penalty: 3560.655762
	Iteration 44Q: 3 clusters Score -5636492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -5636486.000000 Penalty: 3560.655762
	Iteration 45Q: 3 clusters Score -5636486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5636495.000000 Penalty: 3560.655762
	Iteration 46Q: 3 clusters Score -5636495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -5636495.000000 Penalty: 3560.655762
	Iteration 47F: 3 clusters Score -5636495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 16352 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 186870 members 
Mstep: Class 24 contains 26903 members 
Entering Unmasked Estep 
Score: -52342948.000000 Penalty: 45076.125000
Splitting cluster 8 changes total score from -52337032.000000 to -52342948.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -674784.250000 Penalty: 1443.794067
	Iteration 0F: 2 clusters Score -674784.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -669501.812500 Penalty: 2887.588135
	Iteration 0F: 3 clusters Score -669501.8 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -671394.812500 Penalty: 2887.588135
	Iteration 1F: 3 clusters Score -671394.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -672084.687500 Penalty: 2887.588135
	Iteration 2F: 3 clusters Score -672084.7 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -673133.375000 Penalty: 2887.588135
	Iteration 3F: 3 clusters Score -673133.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -674506.500000 Penalty: 2887.588135
	Iteration 4F: 3 clusters Score -674506.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -675424.625000 Penalty: 2887.588135
	Iteration 5F: 3 clusters Score -675424.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -675767.250000 Penalty: 2887.588135
	Iteration 6F: 3 clusters Score -675767.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -675884.437500 Penalty: 2887.588135
	Iteration 7Q: 3 clusters Score -675884.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -675933.812500 Penalty: 2887.588135
	Iteration 8Q: 3 clusters Score -675933.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -675973.375000 Penalty: 2887.588135
	Iteration 9Q: 3 clusters Score -675973.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -675999.312500 Penalty: 2887.588135
	Iteration 10Q: 3 clusters Score -675999.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -676012.875000 Penalty: 2887.588135
	Iteration 11Q: 3 clusters Score -676012.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -676021.125000 Penalty: 2887.588135
	Iteration 12Q: 3 clusters Score -676021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -676027.437500 Penalty: 2887.588135
	Iteration 13Q: 3 clusters Score -676027.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -676032.875000 Penalty: 2887.588135
	Iteration 14Q: 3 clusters Score -676032.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -676037.812500 Penalty: 2887.588135
	Iteration 15Q: 3 clusters Score -676037.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -676044.062500 Penalty: 2887.588135
	Iteration 16Q: 3 clusters Score -676044.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -676049.500000 Penalty: 2887.588135
	Iteration 17Q: 3 clusters Score -676049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -676052.375000 Penalty: 2887.588135
	Iteration 18Q: 3 clusters Score -676052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -676057.562500 Penalty: 2887.588135
	Iteration 19Q: 3 clusters Score -676057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -676058.500000 Penalty: 2887.588135
	Iteration 20F: 3 clusters Score -676058.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -676060.062500 Penalty: 2887.588135
	Iteration 21Q: 3 clusters Score -676060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -676065.187500 Penalty: 2887.588135
	Iteration 22Q: 3 clusters Score -676065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -676065.562500 Penalty: 2887.588135
	Iteration 23Q: 3 clusters Score -676065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -676066.312500 Penalty: 2887.588135
	Iteration 24Q: 3 clusters Score -676066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -676066.687500 Penalty: 2887.588135
	Iteration 25Q: 3 clusters Score -676066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -676066.875000 Penalty: 2887.588135
	Iteration 26Q: 3 clusters Score -676066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -676066.125000 Penalty: 2887.588135
	Iteration 27Q: 3 clusters Score -676066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -676067.750000 Penalty: 2887.588135
	Iteration 28Q: 3 clusters Score -676067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -676069.375000 Penalty: 2887.588135
	Iteration 29Q: 3 clusters Score -676069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -676069.125000 Penalty: 2887.588135
	Iteration 30Q: 3 clusters Score -676069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -676068.875000 Penalty: 2887.588135
	Iteration 31Q: 3 clusters Score -676068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -676068.812500 Penalty: 2887.588135
	Iteration 32Q: 3 clusters Score -676068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -676068.812500 Penalty: 2887.588135
	Iteration 33F: 3 clusters Score -676068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 16352 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 186870 members 
Mstep: Class 24 contains 26903 members 
Entering Unmasked Estep 
Score: -52343548.000000 Penalty: 47222.605469
Splitting cluster 10 changes total score from -52337032.000000 to -52343548.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (27965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Entering Unmasked Estep 
Score: -2732303.000000 Penalty: 1663.790283
	Iteration 0F: 2 clusters Score -2732303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2713410.750000 Penalty: 3327.580566
	Iteration 0F: 3 clusters Score -2713411 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2720562.750000 Penalty: 3327.580566
	Iteration 1F: 3 clusters Score -2720563 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2721058.000000 Penalty: 3327.580566
	Iteration 2Q: 3 clusters Score -2721058 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2721591.250000 Penalty: 3327.580566
	Iteration 3Q: 3 clusters Score -2721591 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2722227.750000 Penalty: 3327.580566
	Iteration 4F: 3 clusters Score -2722228 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2723018.500000 Penalty: 3327.580566
	Iteration 5F: 3 clusters Score -2723018 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2723932.250000 Penalty: 3327.580566
	Iteration 6F: 3 clusters Score -2723932 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2724961.250000 Penalty: 3327.580566
	Iteration 7F: 3 clusters Score -2724961 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2726095.250000 Penalty: 3327.580566
	Iteration 8F: 3 clusters Score -2726095 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2727361.500000 Penalty: 3327.580566
	Iteration 9F: 3 clusters Score -2727362 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2728645.750000 Penalty: 3327.580566
	Iteration 10Q: 3 clusters Score -2728646 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2729620.250000 Penalty: 3327.580566
	Iteration 11Q: 3 clusters Score -2729620 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2730157.250000 Penalty: 3327.580566
	Iteration 12Q: 3 clusters Score -2730157 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2730427.250000 Penalty: 3327.580566
	Iteration 13Q: 3 clusters Score -2730427 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2730604.500000 Penalty: 3327.580566
	Iteration 14Q: 3 clusters Score -2730604 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -2730720.250000 Penalty: 3327.580566
	Iteration 15Q: 3 clusters Score -2730720 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2730781.750000 Penalty: 3327.580566
	Iteration 16Q: 3 clusters Score -2730782 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -2730845.500000 Penalty: 3327.580566
	Iteration 17Q: 3 clusters Score -2730846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -2730870.750000 Penalty: 3327.580566
	Iteration 18Q: 3 clusters Score -2730871 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2730888.250000 Penalty: 3327.580566
	Iteration 19Q: 3 clusters Score -2730888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2730905.750000 Penalty: 3327.580566
	Iteration 20F: 3 clusters Score -2730906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2730926.500000 Penalty: 3327.580566
	Iteration 21Q: 3 clusters Score -2730926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -2730946.000000 Penalty: 3327.580566
	Iteration 22Q: 3 clusters Score -2730946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -2730957.000000 Penalty: 3327.580566
	Iteration 23Q: 3 clusters Score -2730957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -2730962.250000 Penalty: 3327.580566
	Iteration 24Q: 3 clusters Score -2730962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -2730981.000000 Penalty: 3327.580566
	Iteration 25Q: 3 clusters Score -2730981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -2730995.250000 Penalty: 3327.580566
	Iteration 26Q: 3 clusters Score -2730995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -2731012.500000 Penalty: 3327.580566
	Iteration 27Q: 3 clusters Score -2731012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -2731020.250000 Penalty: 3327.580566
	Iteration 28Q: 3 clusters Score -2731020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2731026.000000 Penalty: 3327.580566
	Iteration 29Q: 3 clusters Score -2731026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -2731024.000000 Penalty: 3327.580566
	Iteration 30Q: 3 clusters Score -2731024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -2731023.500000 Penalty: 3327.580566
	Iteration 31Q: 3 clusters Score -2731024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2731026.500000 Penalty: 3327.580566
	Iteration 32Q: 3 clusters Score -2731026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -2731023.250000 Penalty: 3327.580566
	Iteration 33Q: 3 clusters Score -2731023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2731026.500000 Penalty: 3327.580566
	Iteration 34Q: 3 clusters Score -2731026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2731030.250000 Penalty: 3327.580566
	Iteration 35Q: 3 clusters Score -2731030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -2731031.500000 Penalty: 3327.580566
	Iteration 36Q: 3 clusters Score -2731032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2731038.000000 Penalty: 3327.580566
	Iteration 37Q: 3 clusters Score -2731038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2731044.750000 Penalty: 3327.580566
	Iteration 38Q: 3 clusters Score -2731045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -2731044.250000 Penalty: 3327.580566
	Iteration 39Q: 3 clusters Score -2731044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2731045.000000 Penalty: 3327.580566
	Iteration 40F: 3 clusters Score -2731045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2731049.000000 Penalty: 3327.580566
	Iteration 41Q: 3 clusters Score -2731049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -2731046.000000 Penalty: 3327.580566
	Iteration 42Q: 3 clusters Score -2731046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -2731048.000000 Penalty: 3327.580566
	Iteration 43Q: 3 clusters Score -2731048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -2731051.000000 Penalty: 3327.580566
	Iteration 44Q: 3 clusters Score -2731051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -2731051.500000 Penalty: 3327.580566
	Iteration 45Q: 3 clusters Score -2731052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -2731050.000000 Penalty: 3327.580566
	Iteration 46Q: 3 clusters Score -2731050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -2731049.500000 Penalty: 3327.580566
	Iteration 47Q: 3 clusters Score -2731050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -2731051.500000 Penalty: 3327.580566
	Iteration 48Q: 3 clusters Score -2731052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -2731051.500000 Penalty: 3327.580566
	Iteration 49Q: 3 clusters Score -2731052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -2731051.500000 Penalty: 3327.580566
	Iteration 50F: 3 clusters Score -2731052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Entering Unmasked Estep 
Score: -874099.875000 Penalty: 1472.322754
	Iteration 0F: 2 clusters Score -874099.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -867840.187500 Penalty: 2944.645508
	Iteration 0F: 3 clusters Score -867840.2 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -869754.937500 Penalty: 2944.645508
	Iteration 1F: 3 clusters Score -869754.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -869932.437500 Penalty: 2944.645508
	Iteration 2F: 3 clusters Score -869932.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -870060.000000 Penalty: 2944.645508
	Iteration 3Q: 3 clusters Score -870060 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -870144.625000 Penalty: 2944.645508
	Iteration 4Q: 3 clusters Score -870144.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -870219.000000 Penalty: 2944.645508
	Iteration 5Q: 3 clusters Score -870219 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -870287.562500 Penalty: 2944.645508
	Iteration 6Q: 3 clusters Score -870287.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -870345.562500 Penalty: 2944.645508
	Iteration 7Q: 3 clusters Score -870345.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -870397.437500 Penalty: 2944.645508
	Iteration 8Q: 3 clusters Score -870397.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -870450.000000 Penalty: 2944.645508
	Iteration 9Q: 3 clusters Score -870450 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -870510.250000 Penalty: 2944.645508
	Iteration 10Q: 3 clusters Score -870510.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -870578.500000 Penalty: 2944.645508
	Iteration 11Q: 3 clusters Score -870578.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -870685.000000 Penalty: 2944.645508
	Iteration 12Q: 3 clusters Score -870685 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -870840.625000 Penalty: 2944.645508
	Iteration 13Q: 3 clusters Score -870840.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -870995.250000 Penalty: 2944.645508
	Iteration 14Q: 3 clusters Score -870995.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -871177.125000 Penalty: 2944.645508
	Iteration 15Q: 3 clusters Score -871177.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -871383.312500 Penalty: 2944.645508
	Iteration 16Q: 3 clusters Score -871383.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -871577.875000 Penalty: 2944.645508
	Iteration 17Q: 3 clusters Score -871577.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -871752.187500 Penalty: 2944.645508
	Iteration 18Q: 3 clusters Score -871752.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -871904.562500 Penalty: 2944.645508
	Iteration 19Q: 3 clusters Score -871904.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -872023.812500 Penalty: 2944.645508
	Iteration 20F: 3 clusters Score -872023.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -872120.250000 Penalty: 2944.645508
	Iteration 21Q: 3 clusters Score -872120.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -872195.000000 Penalty: 2944.645508
	Iteration 22Q: 3 clusters Score -872195 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -872281.437500 Penalty: 2944.645508
	Iteration 23Q: 3 clusters Score -872281.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -872352.062500 Penalty: 2944.645508
	Iteration 24Q: 3 clusters Score -872352.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -872414.625000 Penalty: 2944.645508
	Iteration 25Q: 3 clusters Score -872414.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -872468.000000 Penalty: 2944.645508
	Iteration 26Q: 3 clusters Score -872468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -872511.187500 Penalty: 2944.645508
	Iteration 27Q: 3 clusters Score -872511.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -872549.625000 Penalty: 2944.645508
	Iteration 28Q: 3 clusters Score -872549.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -872592.125000 Penalty: 2944.645508
	Iteration 29Q: 3 clusters Score -872592.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -872625.437500 Penalty: 2944.645508
	Iteration 30Q: 3 clusters Score -872625.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -872654.375000 Penalty: 2944.645508
	Iteration 31Q: 3 clusters Score -872654.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -872680.937500 Penalty: 2944.645508
	Iteration 32Q: 3 clusters Score -872680.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -872702.187500 Penalty: 2944.645508
	Iteration 33Q: 3 clusters Score -872702.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -872719.125000 Penalty: 2944.645508
	Iteration 34Q: 3 clusters Score -872719.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -872735.500000 Penalty: 2944.645508
	Iteration 35Q: 3 clusters Score -872735.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -872748.875000 Penalty: 2944.645508
	Iteration 36Q: 3 clusters Score -872748.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -872760.937500 Penalty: 2944.645508
	Iteration 37Q: 3 clusters Score -872760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -872772.562500 Penalty: 2944.645508
	Iteration 38Q: 3 clusters Score -872772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -872784.187500 Penalty: 2944.645508
	Iteration 39Q: 3 clusters Score -872784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -872795.125000 Penalty: 2944.645508
	Iteration 40F: 3 clusters Score -872795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -872800.812500 Penalty: 2944.645508
	Iteration 41Q: 3 clusters Score -872800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -872808.875000 Penalty: 2944.645508
	Iteration 42Q: 3 clusters Score -872808.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -872815.375000 Penalty: 2944.645508
	Iteration 43Q: 3 clusters Score -872815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -872823.187500 Penalty: 2944.645508
	Iteration 44Q: 3 clusters Score -872823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -872825.562500 Penalty: 2944.645508
	Iteration 45Q: 3 clusters Score -872825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -872827.437500 Penalty: 2944.645508
	Iteration 46Q: 3 clusters Score -872827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -872829.625000 Penalty: 2944.645508
	Iteration 47Q: 3 clusters Score -872829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -872829.562500 Penalty: 2944.645508
	Iteration 48Q: 3 clusters Score -872829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -872829.375000 Penalty: 2944.645508
	Iteration 49Q: 3 clusters Score -872829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -872830.750000 Penalty: 2944.645508
	Iteration 50Q: 3 clusters Score -872830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -872830.750000 Penalty: 2944.645508
	Iteration 51F: 3 clusters Score -872830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -344568.937500 Penalty: 1323.085205
	Iteration 0F: 2 clusters Score -344568.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -341551.343750 Penalty: 2646.170410
	Iteration 0F: 3 clusters Score -341551.3 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -342319.093750 Penalty: 2646.170410
	Iteration 1F: 3 clusters Score -342319.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -342452.718750 Penalty: 2646.170410
	Iteration 2F: 3 clusters Score -342452.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -342532.531250 Penalty: 2646.170410
	Iteration 3Q: 3 clusters Score -342532.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -342586.812500 Penalty: 2646.170410
	Iteration 4Q: 3 clusters Score -342586.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -342629.750000 Penalty: 2646.170410
	Iteration 5Q: 3 clusters Score -342629.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -342662.531250 Penalty: 2646.170410
	Iteration 6Q: 3 clusters Score -342662.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -342689.437500 Penalty: 2646.170410
	Iteration 7Q: 3 clusters Score -342689.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -342720.312500 Penalty: 2646.170410
	Iteration 8Q: 3 clusters Score -342720.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -342750.062500 Penalty: 2646.170410
	Iteration 9Q: 3 clusters Score -342750.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -342773.656250 Penalty: 2646.170410
	Iteration 10Q: 3 clusters Score -342773.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -342799.531250 Penalty: 2646.170410
	Iteration 11Q: 3 clusters Score -342799.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -342830.906250 Penalty: 2646.170410
	Iteration 12Q: 3 clusters Score -342830.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -342857.218750 Penalty: 2646.170410
	Iteration 13Q: 3 clusters Score -342857.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -342885.750000 Penalty: 2646.170410
	Iteration 14Q: 3 clusters Score -342885.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342928.218750 Penalty: 2646.170410
	Iteration 15Q: 3 clusters Score -342928.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -342971.468750 Penalty: 2646.170410
	Iteration 16Q: 3 clusters Score -342971.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -343024.437500 Penalty: 2646.170410
	Iteration 17Q: 3 clusters Score -343024.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -343076.312500 Penalty: 2646.170410
	Iteration 18Q: 3 clusters Score -343076.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -343141.187500 Penalty: 2646.170410
	Iteration 19Q: 3 clusters Score -343141.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -343189.843750 Penalty: 2646.170410
	Iteration 20F: 3 clusters Score -343189.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -343235.718750 Penalty: 2646.170410
	Iteration 21Q: 3 clusters Score -343235.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -343280.218750 Penalty: 2646.170410
	Iteration 22Q: 3 clusters Score -343280.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -343314.531250 Penalty: 2646.170410
	Iteration 23Q: 3 clusters Score -343314.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -343350.187500 Penalty: 2646.170410
	Iteration 24Q: 3 clusters Score -343350.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -343383.562500 Penalty: 2646.170410
	Iteration 25Q: 3 clusters Score -343383.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -343420.562500 Penalty: 2646.170410
	Iteration 26Q: 3 clusters Score -343420.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -343445.937500 Penalty: 2646.170410
	Iteration 27Q: 3 clusters Score -343445.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -343491.375000 Penalty: 2646.170410
	Iteration 28Q: 3 clusters Score -343491.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -343536.812500 Penalty: 2646.170410
	Iteration 29Q: 3 clusters Score -343536.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -343588.500000 Penalty: 2646.170410
	Iteration 30Q: 3 clusters Score -343588.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -343628.156250 Penalty: 2646.170410
	Iteration 31Q: 3 clusters Score -343628.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -343649.125000 Penalty: 2646.170410
	Iteration 32Q: 3 clusters Score -343649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -343662.875000 Penalty: 2646.170410
	Iteration 33Q: 3 clusters Score -343662.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -343673.156250 Penalty: 2646.170410
	Iteration 34Q: 3 clusters Score -343673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -343678.000000 Penalty: 2646.170410
	Iteration 35Q: 3 clusters Score -343678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -343679.500000 Penalty: 2646.170410
	Iteration 36Q: 3 clusters Score -343679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -343680.343750 Penalty: 2646.170410
	Iteration 37Q: 3 clusters Score -343680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -343680.781250 Penalty: 2646.170410
	Iteration 38Q: 3 clusters Score -343680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -343680.593750 Penalty: 2646.170410
	Iteration 39Q: 3 clusters Score -343680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -343680.593750 Penalty: 2646.170410
	Iteration 40F: 3 clusters Score -343680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -881899.062500 Penalty: 1494.520996
	Iteration 0F: 2 clusters Score -881899.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -874826.125000 Penalty: 2989.041992
	Iteration 0F: 3 clusters Score -874826.1 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -877332.250000 Penalty: 2989.041992
	Iteration 1F: 3 clusters Score -877332.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -877674.687500 Penalty: 2989.041992
	Iteration 2F: 3 clusters Score -877674.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -877951.187500 Penalty: 2989.041992
	Iteration 3F: 3 clusters Score -877951.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -878168.437500 Penalty: 2989.041992
	Iteration 4Q: 3 clusters Score -878168.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -878392.062500 Penalty: 2989.041992
	Iteration 5Q: 3 clusters Score -878392.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -878618.750000 Penalty: 2989.041992
	Iteration 6Q: 3 clusters Score -878618.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -878854.375000 Penalty: 2989.041992
	Iteration 7Q: 3 clusters Score -878854.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -879054.250000 Penalty: 2989.041992
	Iteration 8Q: 3 clusters Score -879054.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -879229.250000 Penalty: 2989.041992
	Iteration 9Q: 3 clusters Score -879229.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -879402.125000 Penalty: 2989.041992
	Iteration 10Q: 3 clusters Score -879402.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -879563.500000 Penalty: 2989.041992
	Iteration 11Q: 3 clusters Score -879563.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -879697.875000 Penalty: 2989.041992
	Iteration 12Q: 3 clusters Score -879697.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -879813.750000 Penalty: 2989.041992
	Iteration 13Q: 3 clusters Score -879813.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -879909.687500 Penalty: 2989.041992
	Iteration 14Q: 3 clusters Score -879909.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -879970.812500 Penalty: 2989.041992
	Iteration 15Q: 3 clusters Score -879970.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -880023.812500 Penalty: 2989.041992
	Iteration 16Q: 3 clusters Score -880023.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -880067.750000 Penalty: 2989.041992
	Iteration 17Q: 3 clusters Score -880067.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -880102.125000 Penalty: 2989.041992
	Iteration 18Q: 3 clusters Score -880102.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -880132.062500 Penalty: 2989.041992
	Iteration 19Q: 3 clusters Score -880132.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -880152.187500 Penalty: 2989.041992
	Iteration 20F: 3 clusters Score -880152.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -880176.562500 Penalty: 2989.041992
	Iteration 21Q: 3 clusters Score -880176.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -880191.562500 Penalty: 2989.041992
	Iteration 22Q: 3 clusters Score -880191.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -880205.250000 Penalty: 2989.041992
	Iteration 23Q: 3 clusters Score -880205.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -880212.062500 Penalty: 2989.041992
	Iteration 24Q: 3 clusters Score -880212.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -880223.687500 Penalty: 2989.041992
	Iteration 25Q: 3 clusters Score -880223.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -880234.562500 Penalty: 2989.041992
	Iteration 26Q: 3 clusters Score -880234.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -880242.312500 Penalty: 2989.041992
	Iteration 27Q: 3 clusters Score -880242.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -880249.312500 Penalty: 2989.041992
	Iteration 28Q: 3 clusters Score -880249.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -880255.625000 Penalty: 2989.041992
	Iteration 29Q: 3 clusters Score -880255.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -880262.875000 Penalty: 2989.041992
	Iteration 30Q: 3 clusters Score -880262.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -880267.312500 Penalty: 2989.041992
	Iteration 31Q: 3 clusters Score -880267.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -880275.375000 Penalty: 2989.041992
	Iteration 32Q: 3 clusters Score -880275.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -880282.187500 Penalty: 2989.041992
	Iteration 33Q: 3 clusters Score -880282.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -880287.187500 Penalty: 2989.041992
	Iteration 34Q: 3 clusters Score -880287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -880290.312500 Penalty: 2989.041992
	Iteration 35Q: 3 clusters Score -880290.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -880297.187500 Penalty: 2989.041992
	Iteration 36Q: 3 clusters Score -880297.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -880300.250000 Penalty: 2989.041992
	Iteration 37Q: 3 clusters Score -880300.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -880303.500000 Penalty: 2989.041992
	Iteration 38Q: 3 clusters Score -880303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -880303.187500 Penalty: 2989.041992
	Iteration 39Q: 3 clusters Score -880303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -880303.250000 Penalty: 2989.041992
	Iteration 40F: 3 clusters Score -880303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -880305.250000 Penalty: 2989.041992
	Iteration 41Q: 3 clusters Score -880305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -880305.062500 Penalty: 2989.041992
	Iteration 42Q: 3 clusters Score -880305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -880307.812500 Penalty: 2989.041992
	Iteration 43Q: 3 clusters Score -880307.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -880311.937500 Penalty: 2989.041992
	Iteration 44Q: 3 clusters Score -880311.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -880313.312500 Penalty: 2989.041992
	Iteration 45Q: 3 clusters Score -880313.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -880315.437500 Penalty: 2989.041992
	Iteration 46Q: 3 clusters Score -880315.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -880318.687500 Penalty: 2989.041992
	Iteration 47Q: 3 clusters Score -880318.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -880321.625000 Penalty: 2989.041992
	Iteration 48Q: 3 clusters Score -880321.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -880327.437500 Penalty: 2989.041992
	Iteration 49Q: 3 clusters Score -880327.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -880330.437500 Penalty: 2989.041992
	Iteration 50Q: 3 clusters Score -880330.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -880332.812500 Penalty: 2989.041992
	Iteration 51Q: 3 clusters Score -880332.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -880339.187500 Penalty: 2989.041992
	Iteration 52Q: 3 clusters Score -880339.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -880344.937500 Penalty: 2989.041992
	Iteration 53Q: 3 clusters Score -880344.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -880350.687500 Penalty: 2989.041992
	Iteration 54Q: 3 clusters Score -880350.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -880357.437500 Penalty: 2989.041992
	Iteration 55Q: 3 clusters Score -880357.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -880361.625000 Penalty: 2989.041992
	Iteration 56Q: 3 clusters Score -880361.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -880365.000000 Penalty: 2989.041992
	Iteration 57Q: 3 clusters Score -880365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -880376.437500 Penalty: 2989.041992
	Iteration 58Q: 3 clusters Score -880376.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -880386.500000 Penalty: 2989.041992
	Iteration 59Q: 3 clusters Score -880386.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -880401.125000 Penalty: 2989.041992
	Iteration 60F: 3 clusters Score -880401.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -880412.500000 Penalty: 2989.041992
	Iteration 61Q: 3 clusters Score -880412.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -880426.437500 Penalty: 2989.041992
	Iteration 62Q: 3 clusters Score -880426.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -880438.750000 Penalty: 2989.041992
	Iteration 63Q: 3 clusters Score -880438.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -880451.812500 Penalty: 2989.041992
	Iteration 64Q: 3 clusters Score -880451.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -880461.375000 Penalty: 2989.041992
	Iteration 65Q: 3 clusters Score -880461.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -880467.812500 Penalty: 2989.041992
	Iteration 66Q: 3 clusters Score -880467.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -880474.062500 Penalty: 2989.041992
	Iteration 67Q: 3 clusters Score -880474.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -880479.000000 Penalty: 2989.041992
	Iteration 68Q: 3 clusters Score -880479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -880488.375000 Penalty: 2989.041992
	Iteration 69Q: 3 clusters Score -880488.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -880496.062500 Penalty: 2989.041992
	Iteration 70Q: 3 clusters Score -880496.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -880504.937500 Penalty: 2989.041992
	Iteration 71Q: 3 clusters Score -880504.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -880508.625000 Penalty: 2989.041992
	Iteration 72Q: 3 clusters Score -880508.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -880516.125000 Penalty: 2989.041992
	Iteration 73Q: 3 clusters Score -880516.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -880525.937500 Penalty: 2989.041992
	Iteration 74Q: 3 clusters Score -880525.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -880530.125000 Penalty: 2989.041992
	Iteration 75Q: 3 clusters Score -880530.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -880538.125000 Penalty: 2989.041992
	Iteration 76Q: 3 clusters Score -880538.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -880544.062500 Penalty: 2989.041992
	Iteration 77Q: 3 clusters Score -880544.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -880547.562500 Penalty: 2989.041992
	Iteration 78Q: 3 clusters Score -880547.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -880552.062500 Penalty: 2989.041992
	Iteration 79Q: 3 clusters Score -880552.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -880556.250000 Penalty: 2989.041992
	Iteration 80F: 3 clusters Score -880556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -880559.125000 Penalty: 2989.041992
	Iteration 81Q: 3 clusters Score -880559.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -880564.750000 Penalty: 2989.041992
	Iteration 82Q: 3 clusters Score -880564.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -880564.000000 Penalty: 2989.041992
	Iteration 83Q: 3 clusters Score -880564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -880567.125000 Penalty: 2989.041992
	Iteration 84Q: 3 clusters Score -880567.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -880571.750000 Penalty: 2989.041992
	Iteration 85Q: 3 clusters Score -880571.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -880575.187500 Penalty: 2989.041992
	Iteration 86Q: 3 clusters Score -880575.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -880587.562500 Penalty: 2989.041992
	Iteration 87Q: 3 clusters Score -880587.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -880597.937500 Penalty: 2989.041992
	Iteration 88Q: 3 clusters Score -880597.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -880603.125000 Penalty: 2989.041992
	Iteration 89Q: 3 clusters Score -880603.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -880611.750000 Penalty: 2989.041992
	Iteration 90Q: 3 clusters Score -880611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -880615.062500 Penalty: 2989.041992
	Iteration 91Q: 3 clusters Score -880615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -880618.562500 Penalty: 2989.041992
	Iteration 92Q: 3 clusters Score -880618.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -880620.000000 Penalty: 2989.041992
	Iteration 93Q: 3 clusters Score -880620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -880620.812500 Penalty: 2989.041992
	Iteration 94Q: 3 clusters Score -880620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -880624.062500 Penalty: 2989.041992
	Iteration 95Q: 3 clusters Score -880624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -880626.812500 Penalty: 2989.041992
	Iteration 96Q: 3 clusters Score -880626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -880628.250000 Penalty: 2989.041992
	Iteration 97Q: 3 clusters Score -880628.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -880631.937500 Penalty: 2989.041992
	Iteration 98Q: 3 clusters Score -880631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -880633.125000 Penalty: 2989.041992
	Iteration 99Q: 3 clusters Score -880633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -880634.562500 Penalty: 2989.041992
	Iteration 100F: 3 clusters Score -880634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -880638.312500 Penalty: 2989.041992
	Iteration 101Q: 3 clusters Score -880638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -880641.187500 Penalty: 2989.041992
	Iteration 102Q: 3 clusters Score -880641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -880643.562500 Penalty: 2989.041992
	Iteration 103Q: 3 clusters Score -880643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -880646.687500 Penalty: 2989.041992
	Iteration 104Q: 3 clusters Score -880646.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -880648.312500 Penalty: 2989.041992
	Iteration 105Q: 3 clusters Score -880648.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -880653.187500 Penalty: 2989.041992
	Iteration 106Q: 3 clusters Score -880653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -880660.312500 Penalty: 2989.041992
	Iteration 107Q: 3 clusters Score -880660.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -880665.187500 Penalty: 2989.041992
	Iteration 108Q: 3 clusters Score -880665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -880667.625000 Penalty: 2989.041992
	Iteration 109Q: 3 clusters Score -880667.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -880669.250000 Penalty: 2989.041992
	Iteration 110Q: 3 clusters Score -880669.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -880671.437500 Penalty: 2989.041992
	Iteration 111Q: 3 clusters Score -880671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -880673.187500 Penalty: 2989.041992
	Iteration 112Q: 3 clusters Score -880673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -880676.062500 Penalty: 2989.041992
	Iteration 113Q: 3 clusters Score -880676.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -880678.062500 Penalty: 2989.041992
	Iteration 114Q: 3 clusters Score -880678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -880677.562500 Penalty: 2989.041992
	Iteration 115Q: 3 clusters Score -880677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -880678.875000 Penalty: 2989.041992
	Iteration 116Q: 3 clusters Score -880678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -880678.937500 Penalty: 2989.041992
	Iteration 117Q: 3 clusters Score -880678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -880679.812500 Penalty: 2989.041992
	Iteration 118Q: 3 clusters Score -880679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -880678.875000 Penalty: 2989.041992
	Iteration 119Q: 3 clusters Score -880678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -880678.875000 Penalty: 2989.041992
	Iteration 120F: 3 clusters Score -880678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -385106.500000 Penalty: 1361.786865
	Iteration 0F: 2 clusters Score -385106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -381677.687500 Penalty: 2723.573730
	Iteration 0F: 3 clusters Score -381677.7 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -383354.812500 Penalty: 2723.573730
	Iteration 1F: 3 clusters Score -383354.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -384082.968750 Penalty: 2723.573730
	Iteration 2F: 3 clusters Score -384083 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -384575.562500 Penalty: 2723.573730
	Iteration 3F: 3 clusters Score -384575.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -385092.750000 Penalty: 2723.573730
	Iteration 4F: 3 clusters Score -385092.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -385644.218750 Penalty: 2723.573730
	Iteration 5F: 3 clusters Score -385644.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -386271.562500 Penalty: 2723.573730
	Iteration 6F: 3 clusters Score -386271.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -386837.687500 Penalty: 2723.573730
	Iteration 7F: 3 clusters Score -386837.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -387482.062500 Penalty: 2723.573730
	Iteration 8F: 3 clusters Score -387482.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -388247.500000 Penalty: 2723.573730
	Iteration 9F: 3 clusters Score -388247.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -389481.062500 Penalty: 2723.573730
	Iteration 10F: 3 clusters Score -389481.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -390783.125000 Penalty: 2723.573730
	Iteration 11F: 3 clusters Score -390783.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -391247.156250 Penalty: 2723.573730
	Iteration 12Q: 3 clusters Score -391247.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -391311.000000 Penalty: 2723.573730
	Iteration 13Q: 3 clusters Score -391311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -391332.093750 Penalty: 2723.573730
	Iteration 14Q: 3 clusters Score -391332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -391335.062500 Penalty: 2723.573730
	Iteration 15Q: 3 clusters Score -391335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -391335.500000 Penalty: 2723.573730
	Iteration 16Q: 3 clusters Score -391335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -391335.500000 Penalty: 2723.573730
	Iteration 17F: 3 clusters Score -391335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 16352 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 71630 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 186870 members 
Mstep: Class 24 contains 26903 members 
Entering Unmasked Estep 
Score: -52348956.000000 Penalty: 49369.089844
Splitting cluster 17 changes total score from -52337032.000000 to -52348956.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 18 (71630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Entering Unmasked Estep 
Score: -7056242.500000 Penalty: 1816.631226
	Iteration 0F: 2 clusters Score -7056242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -7008579.500000 Penalty: 3633.262451
	Iteration 0F: 3 clusters Score -7008580 nChanged 33825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -7028399.500000 Penalty: 3633.262451
	Iteration 1F: 3 clusters Score -7028400 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -7029905.000000 Penalty: 3633.262451
	Iteration 2Q: 3 clusters Score -7029905 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -7032289.500000 Penalty: 3633.262451
	Iteration 3F: 3 clusters Score -7032290 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -7035854.000000 Penalty: 3633.262451
	Iteration 4F: 3 clusters Score -7035854 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -7040806.000000 Penalty: 3633.262451
	Iteration 5F: 3 clusters Score -7040806 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -7046176.000000 Penalty: 3633.262451
	Iteration 6F: 3 clusters Score -7046176 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -7049689.500000 Penalty: 3633.262451
	Iteration 7F: 3 clusters Score -7049690 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7050971.500000 Penalty: 3633.262451
	Iteration 8Q: 3 clusters Score -7050972 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -7051559.500000 Penalty: 3633.262451
	Iteration 9Q: 3 clusters Score -7051560 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -7051858.500000 Penalty: 3633.262451
	Iteration 10Q: 3 clusters Score -7051858 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -7052075.500000 Penalty: 3633.262451
	Iteration 11Q: 3 clusters Score -7052076 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -7052226.500000 Penalty: 3633.262451
	Iteration 12Q: 3 clusters Score -7052226 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -7052347.000000 Penalty: 3633.262451
	Iteration 13Q: 3 clusters Score -7052347 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -7052443.500000 Penalty: 3633.262451
	Iteration 14Q: 3 clusters Score -7052444 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -7052558.500000 Penalty: 3633.262451
	Iteration 15Q: 3 clusters Score -7052558 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -7052651.500000 Penalty: 3633.262451
	Iteration 16Q: 3 clusters Score -7052652 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -7052717.500000 Penalty: 3633.262451
	Iteration 17Q: 3 clusters Score -7052718 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -7052749.500000 Penalty: 3633.262451
	Iteration 18Q: 3 clusters Score -7052750 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -7052803.500000 Penalty: 3633.262451
	Iteration 19Q: 3 clusters Score -7052804 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -7052870.000000 Penalty: 3633.262451
	Iteration 20F: 3 clusters Score -7052870 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -7052879.000000 Penalty: 3633.262451
	Iteration 21Q: 3 clusters Score -7052879 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -7052967.000000 Penalty: 3633.262451
	Iteration 22Q: 3 clusters Score -7052967 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -7053008.500000 Penalty: 3633.262451
	Iteration 23Q: 3 clusters Score -7053008 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7053109.500000 Penalty: 3633.262451
	Iteration 24Q: 3 clusters Score -7053110 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -7053170.000000 Penalty: 3633.262451
	Iteration 25Q: 3 clusters Score -7053170 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -7053256.500000 Penalty: 3633.262451
	Iteration 26Q: 3 clusters Score -7053256 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -7053332.500000 Penalty: 3633.262451
	Iteration 27Q: 3 clusters Score -7053332 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -7053410.500000 Penalty: 3633.262451
	Iteration 28Q: 3 clusters Score -7053410 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7053510.500000 Penalty: 3633.262451
	Iteration 29Q: 3 clusters Score -7053510 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -7053600.500000 Penalty: 3633.262451
	Iteration 30Q: 3 clusters Score -7053600 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -7053682.500000 Penalty: 3633.262451
	Iteration 31Q: 3 clusters Score -7053682 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -7053809.500000 Penalty: 3633.262451
	Iteration 32Q: 3 clusters Score -7053810 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -7053977.000000 Penalty: 3633.262451
	Iteration 33Q: 3 clusters Score -7053977 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -7054204.500000 Penalty: 3633.262451
	Iteration 34Q: 3 clusters Score -7054204 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -7054513.500000 Penalty: 3633.262451
	Iteration 35Q: 3 clusters Score -7054514 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -7054939.000000 Penalty: 3633.262451
	Iteration 36Q: 3 clusters Score -7054939 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7055508.500000 Penalty: 3633.262451
	Iteration 37Q: 3 clusters Score -7055508 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -7056325.000000 Penalty: 3633.262451
	Iteration 38Q: 3 clusters Score -7056325 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -7057168.000000 Penalty: 3633.262451
	Iteration 39Q: 3 clusters Score -7057168 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -7058242.500000 Penalty: 3633.262451
	Iteration 40F: 3 clusters Score -7058242 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -7059145.000000 Penalty: 3633.262451
	Iteration 41Q: 3 clusters Score -7059145 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -7059489.000000 Penalty: 3633.262451
	Iteration 42Q: 3 clusters Score -7059489 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7059665.000000 Penalty: 3633.262451
	Iteration 43Q: 3 clusters Score -7059665 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -7059746.500000 Penalty: 3633.262451
	Iteration 44Q: 3 clusters Score -7059746 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -7059772.500000 Penalty: 3633.262451
	Iteration 45Q: 3 clusters Score -7059772 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -7059794.500000 Penalty: 3633.262451
	Iteration 46Q: 3 clusters Score -7059794 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -7059789.500000 Penalty: 3633.262451
	Iteration 47Q: 3 clusters Score -7059790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -7059822.500000 Penalty: 3633.262451
	Iteration 48Q: 3 clusters Score -7059822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -7059833.500000 Penalty: 3633.262451
	Iteration 49Q: 3 clusters Score -7059834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -7059831.000000 Penalty: 3633.262451
	Iteration 50Q: 3 clusters Score -7059831 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -7059836.500000 Penalty: 3633.262451
	Iteration 51Q: 3 clusters Score -7059836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -7059832.000000 Penalty: 3633.262451
	Iteration 52Q: 3 clusters Score -7059832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -7059846.000000 Penalty: 3633.262451
	Iteration 53Q: 3 clusters Score -7059846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -7059850.000000 Penalty: 3633.262451
	Iteration 54Q: 3 clusters Score -7059850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -7059836.500000 Penalty: 3633.262451
	Iteration 55Q: 3 clusters Score -7059836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -7059837.000000 Penalty: 3633.262451
	Iteration 56Q: 3 clusters Score -7059837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -7059839.000000 Penalty: 3633.262451
	Iteration 57Q: 3 clusters Score -7059839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -7059839.000000 Penalty: 3633.262451
	Iteration 58Q: 3 clusters Score -7059839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -7059825.500000 Penalty: 3633.262451
	Iteration 59Q: 3 clusters Score -7059826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -7059824.500000 Penalty: 3633.262451
	Iteration 60F: 3 clusters Score -7059824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -7059821.500000 Penalty: 3633.262451
	Iteration 61Q: 3 clusters Score -7059822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -7059829.000000 Penalty: 3633.262451
	Iteration 62Q: 3 clusters Score -7059829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -7059829.000000 Penalty: 3633.262451
	Iteration 63Q: 3 clusters Score -7059829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -7059817.000000 Penalty: 3633.262451
	Iteration 64Q: 3 clusters Score -7059817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -7059831.000000 Penalty: 3633.262451
	Iteration 65Q: 3 clusters Score -7059831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -7059824.000000 Penalty: 3633.262451
	Iteration 66Q: 3 clusters Score -7059824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -7059825.500000 Penalty: 3633.262451
	Iteration 67Q: 3 clusters Score -7059826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -7059833.500000 Penalty: 3633.262451
	Iteration 68Q: 3 clusters Score -7059834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -7059829.500000 Penalty: 3633.262451
	Iteration 69Q: 3 clusters Score -7059830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -7059828.500000 Penalty: 3633.262451
	Iteration 70Q: 3 clusters Score -7059828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -7059818.000000 Penalty: 3633.262451
	Iteration 71Q: 3 clusters Score -7059818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -7059813.500000 Penalty: 3633.262451
	Iteration 72Q: 3 clusters Score -7059814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -7059815.500000 Penalty: 3633.262451
	Iteration 73Q: 3 clusters Score -7059816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -7059818.000000 Penalty: 3633.262451
	Iteration 74Q: 3 clusters Score -7059818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -7059820.000000 Penalty: 3633.262451
	Iteration 75Q: 3 clusters Score -7059820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -7059812.000000 Penalty: 3633.262451
	Iteration 76Q: 3 clusters Score -7059812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -7059808.500000 Penalty: 3633.262451
	Iteration 77Q: 3 clusters Score -7059808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -7059812.000000 Penalty: 3633.262451
	Iteration 78Q: 3 clusters Score -7059812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -7059812.000000 Penalty: 3633.262451
	Iteration 79Q: 3 clusters Score -7059812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -7059813.500000 Penalty: 3633.262451
	Iteration 80F: 3 clusters Score -7059814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -7059812.500000 Penalty: 3633.262451
	Iteration 81Q: 3 clusters Score -7059812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -7059812.500000 Penalty: 3633.262451
	Iteration 82Q: 3 clusters Score -7059812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -7059812.500000 Penalty: 3633.262451
	Iteration 83F: 3 clusters Score -7059812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 16352 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 55511 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 15102 members 
Mstep: Class 23 contains 186870 members 
Mstep: Class 24 contains 26903 members 
Entering Unmasked Estep 
Score: -52351852.000000 Penalty: 51515.570312
Splitting cluster 18 changes total score from -52337032.000000 to -52351852.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (42089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Entering Unmasked Estep 
Score: -4211933.000000 Penalty: 1730.225586
	Iteration 0F: 2 clusters Score -4211933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -4183643.000000 Penalty: 3460.451172
	Iteration 0F: 3 clusters Score -4183643 nChanged 19649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -4194566.000000 Penalty: 3460.451172
	Iteration 1F: 3 clusters Score -4194566 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4195009.000000 Penalty: 3460.451172
	Iteration 2Q: 3 clusters Score -4195009 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4195504.000000 Penalty: 3460.451172
	Iteration 3Q: 3 clusters Score -4195504 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4196078.500000 Penalty: 3460.451172
	Iteration 4Q: 3 clusters Score -4196078 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4196874.000000 Penalty: 3460.451172
	Iteration 5Q: 3 clusters Score -4196874 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -4197983.500000 Penalty: 3460.451172
	Iteration 6Q: 3 clusters Score -4197984 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -4199495.000000 Penalty: 3460.451172
	Iteration 7F: 3 clusters Score -4199495 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -4201276.500000 Penalty: 3460.451172
	Iteration 8F: 3 clusters Score -4201276 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4202999.500000 Penalty: 3460.451172
	Iteration 9F: 3 clusters Score -4203000 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4204332.500000 Penalty: 3460.451172
	Iteration 10F: 3 clusters Score -4204332 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4205290.500000 Penalty: 3460.451172
	Iteration 11Q: 3 clusters Score -4205290 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4205920.500000 Penalty: 3460.451172
	Iteration 12Q: 3 clusters Score -4205920 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -4206415.500000 Penalty: 3460.451172
	Iteration 13Q: 3 clusters Score -4206416 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4206826.500000 Penalty: 3460.451172
	Iteration 14Q: 3 clusters Score -4206826 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4207215.000000 Penalty: 3460.451172
	Iteration 15Q: 3 clusters Score -4207215 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4207558.000000 Penalty: 3460.451172
	Iteration 16Q: 3 clusters Score -4207558 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4207913.000000 Penalty: 3460.451172
	Iteration 17Q: 3 clusters Score -4207913 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4208221.000000 Penalty: 3460.451172
	Iteration 18Q: 3 clusters Score -4208221 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4208486.000000 Penalty: 3460.451172
	Iteration 19Q: 3 clusters Score -4208486 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4208735.000000 Penalty: 3460.451172
	Iteration 20F: 3 clusters Score -4208735 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4208994.500000 Penalty: 3460.451172
	Iteration 21Q: 3 clusters Score -4208994 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -4209220.500000 Penalty: 3460.451172
	Iteration 22Q: 3 clusters Score -4209220 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4209400.500000 Penalty: 3460.451172
	Iteration 23Q: 3 clusters Score -4209400 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4209583.000000 Penalty: 3460.451172
	Iteration 24Q: 3 clusters Score -4209583 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -4209735.500000 Penalty: 3460.451172
	Iteration 25Q: 3 clusters Score -4209736 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4209846.500000 Penalty: 3460.451172
	Iteration 26Q: 3 clusters Score -4209846 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -4209945.500000 Penalty: 3460.451172
	Iteration 27Q: 3 clusters Score -4209946 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4210023.500000 Penalty: 3460.451172
	Iteration 28Q: 3 clusters Score -4210024 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4210098.500000 Penalty: 3460.451172
	Iteration 29Q: 3 clusters Score -4210098 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4210161.500000 Penalty: 3460.451172
	Iteration 30Q: 3 clusters Score -4210162 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4210220.500000 Penalty: 3460.451172
	Iteration 31Q: 3 clusters Score -4210220 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -4210284.000000 Penalty: 3460.451172
	Iteration 32Q: 3 clusters Score -4210284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4210325.000000 Penalty: 3460.451172
	Iteration 33Q: 3 clusters Score -4210325 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4210353.500000 Penalty: 3460.451172
	Iteration 34Q: 3 clusters Score -4210354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -4210376.500000 Penalty: 3460.451172
	Iteration 35Q: 3 clusters Score -4210376 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4210406.500000 Penalty: 3460.451172
	Iteration 36Q: 3 clusters Score -4210406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4210437.500000 Penalty: 3460.451172
	Iteration 37Q: 3 clusters Score -4210438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4210450.000000 Penalty: 3460.451172
	Iteration 38Q: 3 clusters Score -4210450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4210459.500000 Penalty: 3460.451172
	Iteration 39Q: 3 clusters Score -4210460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -4210481.000000 Penalty: 3460.451172
	Iteration 40F: 3 clusters Score -4210481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -4210495.500000 Penalty: 3460.451172
	Iteration 41Q: 3 clusters Score -4210496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -4210512.500000 Penalty: 3460.451172
	Iteration 42Q: 3 clusters Score -4210512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -4210527.000000 Penalty: 3460.451172
	Iteration 43Q: 3 clusters Score -4210527 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -4210532.000000 Penalty: 3460.451172
	Iteration 44Q: 3 clusters Score -4210532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -4210537.500000 Penalty: 3460.451172
	Iteration 45Q: 3 clusters Score -4210538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -4210543.000000 Penalty: 3460.451172
	Iteration 46Q: 3 clusters Score -4210543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -4210550.000000 Penalty: 3460.451172
	Iteration 47Q: 3 clusters Score -4210550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -4210562.000000 Penalty: 3460.451172
	Iteration 48Q: 3 clusters Score -4210562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4210570.500000 Penalty: 3460.451172
	Iteration 49Q: 3 clusters Score -4210570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -4210570.000000 Penalty: 3460.451172
	Iteration 50Q: 3 clusters Score -4210570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -4210578.500000 Penalty: 3460.451172
	Iteration 51Q: 3 clusters Score -4210578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -4210582.000000 Penalty: 3460.451172
	Iteration 52Q: 3 clusters Score -4210582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4210592.000000 Penalty: 3460.451172
	Iteration 53Q: 3 clusters Score -4210592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4210594.500000 Penalty: 3460.451172
	Iteration 54Q: 3 clusters Score -4210594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4210602.500000 Penalty: 3460.451172
	Iteration 55Q: 3 clusters Score -4210602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -4210603.000000 Penalty: 3460.451172
	Iteration 56Q: 3 clusters Score -4210603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4210607.500000 Penalty: 3460.451172
	Iteration 57Q: 3 clusters Score -4210608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -4210614.500000 Penalty: 3460.451172
	Iteration 58Q: 3 clusters Score -4210614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -4210616.500000 Penalty: 3460.451172
	Iteration 59Q: 3 clusters Score -4210616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -4210623.500000 Penalty: 3460.451172
	Iteration 60F: 3 clusters Score -4210624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4210632.500000 Penalty: 3460.451172
	Iteration 61Q: 3 clusters Score -4210632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -4210632.500000 Penalty: 3460.451172
	Iteration 62Q: 3 clusters Score -4210632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4210633.000000 Penalty: 3460.451172
	Iteration 63Q: 3 clusters Score -4210633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4210634.500000 Penalty: 3460.451172
	Iteration 64Q: 3 clusters Score -4210634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4210639.000000 Penalty: 3460.451172
	Iteration 65Q: 3 clusters Score -4210639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -4210647.000000 Penalty: 3460.451172
	Iteration 66Q: 3 clusters Score -4210647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -4210650.500000 Penalty: 3460.451172
	Iteration 67Q: 3 clusters Score -4210650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4210660.500000 Penalty: 3460.451172
	Iteration 68Q: 3 clusters Score -4210660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -4210662.000000 Penalty: 3460.451172
	Iteration 69Q: 3 clusters Score -4210662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -4210661.500000 Penalty: 3460.451172
	Iteration 70Q: 3 clusters Score -4210662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -4210669.500000 Penalty: 3460.451172
	Iteration 71Q: 3 clusters Score -4210670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -4210669.000000 Penalty: 3460.451172
	Iteration 72Q: 3 clusters Score -4210669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4210667.000000 Penalty: 3460.451172
	Iteration 73Q: 3 clusters Score -4210667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4210672.000000 Penalty: 3460.451172
	Iteration 74Q: 3 clusters Score -4210672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -4210672.000000 Penalty: 3460.451172
	Iteration 75Q: 3 clusters Score -4210672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -4210678.000000 Penalty: 3460.451172
	Iteration 76Q: 3 clusters Score -4210678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -4210675.000000 Penalty: 3460.451172
	Iteration 77Q: 3 clusters Score -4210675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -4210676.500000 Penalty: 3460.451172
	Iteration 78Q: 3 clusters Score -4210676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4210676.000000 Penalty: 3460.451172
	Iteration 79Q: 3 clusters Score -4210676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4210679.000000 Penalty: 3460.451172
	Iteration 80F: 3 clusters Score -4210679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -4210680.500000 Penalty: 3460.451172
	Iteration 81Q: 3 clusters Score -4210680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -4210683.500000 Penalty: 3460.451172
	Iteration 82Q: 3 clusters Score -4210684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4210682.500000 Penalty: 3460.451172
	Iteration 83Q: 3 clusters Score -4210682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4210683.500000 Penalty: 3460.451172
	Iteration 84Q: 3 clusters Score -4210684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -4210684.000000 Penalty: 3460.451172
	Iteration 85Q: 3 clusters Score -4210684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -4210684.000000 Penalty: 3460.451172
	Iteration 86Q: 3 clusters Score -4210684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -4210684.000000 Penalty: 3460.451172
	Iteration 87Q: 3 clusters Score -4210684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -4210686.000000 Penalty: 3460.451172
	Iteration 88Q: 3 clusters Score -4210686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -4210687.500000 Penalty: 3460.451172
	Iteration 89Q: 3 clusters Score -4210688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -4210688.000000 Penalty: 3460.451172
	Iteration 90Q: 3 clusters Score -4210688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -4210689.000000 Penalty: 3460.451172
	Iteration 91Q: 3 clusters Score -4210689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4210686.000000 Penalty: 3460.451172
	Iteration 92Q: 3 clusters Score -4210686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4210687.500000 Penalty: 3460.451172
	Iteration 93Q: 3 clusters Score -4210688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4210684.000000 Penalty: 3460.451172
	Iteration 94Q: 3 clusters Score -4210684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -4210682.000000 Penalty: 3460.451172
	Iteration 95Q: 3 clusters Score -4210682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -4210685.500000 Penalty: 3460.451172
	Iteration 96Q: 3 clusters Score -4210686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -4210690.500000 Penalty: 3460.451172
	Iteration 97Q: 3 clusters Score -4210690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -4210690.500000 Penalty: 3460.451172
	Iteration 98Q: 3 clusters Score -4210690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -4210693.000000 Penalty: 3460.451172
	Iteration 99Q: 3 clusters Score -4210693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4210687.500000 Penalty: 3460.451172
	Iteration 100F: 3 clusters Score -4210688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Entering Unmasked Estep 
Score: -819494.562500 Penalty: 1466.303833
	Iteration 0F: 2 clusters Score -819494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -813473.875000 Penalty: 2932.607666
	Iteration 0F: 3 clusters Score -813473.9 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -815402.437500 Penalty: 2932.607666
	Iteration 1F: 3 clusters Score -815402.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -815650.500000 Penalty: 2932.607666
	Iteration 2F: 3 clusters Score -815650.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -815845.375000 Penalty: 2932.607666
	Iteration 3F: 3 clusters Score -815845.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -815995.375000 Penalty: 2932.607666
	Iteration 4Q: 3 clusters Score -815995.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -816124.812500 Penalty: 2932.607666
	Iteration 5Q: 3 clusters Score -816124.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -816251.750000 Penalty: 2932.607666
	Iteration 6Q: 3 clusters Score -816251.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -816416.687500 Penalty: 2932.607666
	Iteration 7Q: 3 clusters Score -816416.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -816623.625000 Penalty: 2932.607666
	Iteration 8Q: 3 clusters Score -816623.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -816868.125000 Penalty: 2932.607666
	Iteration 9Q: 3 clusters Score -816868.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -817136.562500 Penalty: 2932.607666
	Iteration 10Q: 3 clusters Score -817136.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -817431.875000 Penalty: 2932.607666
	Iteration 11Q: 3 clusters Score -817431.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -817691.375000 Penalty: 2932.607666
	Iteration 12Q: 3 clusters Score -817691.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -817891.687500 Penalty: 2932.607666
	Iteration 13Q: 3 clusters Score -817891.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -818025.437500 Penalty: 2932.607666
	Iteration 14Q: 3 clusters Score -818025.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -818123.875000 Penalty: 2932.607666
	Iteration 15Q: 3 clusters Score -818123.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -818184.500000 Penalty: 2932.607666
	Iteration 16Q: 3 clusters Score -818184.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -818228.937500 Penalty: 2932.607666
	Iteration 17Q: 3 clusters Score -818228.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -818255.625000 Penalty: 2932.607666
	Iteration 18Q: 3 clusters Score -818255.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -818270.687500 Penalty: 2932.607666
	Iteration 19Q: 3 clusters Score -818270.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -818282.375000 Penalty: 2932.607666
	Iteration 20F: 3 clusters Score -818282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -818287.750000 Penalty: 2932.607666
	Iteration 21Q: 3 clusters Score -818287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -818288.937500 Penalty: 2932.607666
	Iteration 22Q: 3 clusters Score -818288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -818290.500000 Penalty: 2932.607666
	Iteration 23Q: 3 clusters Score -818290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -818291.062500 Penalty: 2932.607666
	Iteration 24Q: 3 clusters Score -818291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -818294.062500 Penalty: 2932.607666
	Iteration 25Q: 3 clusters Score -818294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -818295.000000 Penalty: 2932.607666
	Iteration 26Q: 3 clusters Score -818295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -818294.250000 Penalty: 2932.607666
	Iteration 27Q: 3 clusters Score -818294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -818294.250000 Penalty: 2932.607666
	Iteration 28F: 3 clusters Score -818294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Entering Unmasked Estep 
Score: -1437218.250000 Penalty: 1563.669678
	Iteration 0F: 2 clusters Score -1437218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1426787.375000 Penalty: 3127.339355
	Iteration 0F: 3 clusters Score -1426787 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1430623.375000 Penalty: 3127.339355
	Iteration 1F: 3 clusters Score -1430623 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1431263.500000 Penalty: 3127.339355
	Iteration 2F: 3 clusters Score -1431264 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1432258.000000 Penalty: 3127.339355
	Iteration 3F: 3 clusters Score -1432258 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1433516.500000 Penalty: 3127.339355
	Iteration 4F: 3 clusters Score -1433516 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1434876.375000 Penalty: 3127.339355
	Iteration 5F: 3 clusters Score -1434876 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1436244.250000 Penalty: 3127.339355
	Iteration 6F: 3 clusters Score -1436244 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1437811.375000 Penalty: 3127.339355
	Iteration 7F: 3 clusters Score -1437811 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1438805.375000 Penalty: 3127.339355
	Iteration 8Q: 3 clusters Score -1438805 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1439093.000000 Penalty: 3127.339355
	Iteration 9Q: 3 clusters Score -1439093 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1439191.875000 Penalty: 3127.339355
	Iteration 10Q: 3 clusters Score -1439192 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1439246.250000 Penalty: 3127.339355
	Iteration 11Q: 3 clusters Score -1439246 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1439280.500000 Penalty: 3127.339355
	Iteration 12Q: 3 clusters Score -1439280 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1439298.750000 Penalty: 3127.339355
	Iteration 13Q: 3 clusters Score -1439299 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1439318.250000 Penalty: 3127.339355
	Iteration 14Q: 3 clusters Score -1439318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1439339.125000 Penalty: 3127.339355
	Iteration 15Q: 3 clusters Score -1439339 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1439365.375000 Penalty: 3127.339355
	Iteration 16Q: 3 clusters Score -1439365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1439395.375000 Penalty: 3127.339355
	Iteration 17Q: 3 clusters Score -1439395 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1439426.375000 Penalty: 3127.339355
	Iteration 18Q: 3 clusters Score -1439426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1439465.250000 Penalty: 3127.339355
	Iteration 19Q: 3 clusters Score -1439465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1439497.250000 Penalty: 3127.339355
	Iteration 20F: 3 clusters Score -1439497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1439535.250000 Penalty: 3127.339355
	Iteration 21Q: 3 clusters Score -1439535 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1439582.750000 Penalty: 3127.339355
	Iteration 22Q: 3 clusters Score -1439583 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1439639.500000 Penalty: 3127.339355
	Iteration 23Q: 3 clusters Score -1439640 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1439715.125000 Penalty: 3127.339355
	Iteration 24Q: 3 clusters Score -1439715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1439783.125000 Penalty: 3127.339355
	Iteration 25Q: 3 clusters Score -1439783 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1439854.125000 Penalty: 3127.339355
	Iteration 26Q: 3 clusters Score -1439854 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1439940.375000 Penalty: 3127.339355
	Iteration 27Q: 3 clusters Score -1439940 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1440033.625000 Penalty: 3127.339355
	Iteration 28Q: 3 clusters Score -1440034 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1440119.250000 Penalty: 3127.339355
	Iteration 29Q: 3 clusters Score -1440119 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1440187.500000 Penalty: 3127.339355
	Iteration 30Q: 3 clusters Score -1440188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1440256.750000 Penalty: 3127.339355
	Iteration 31Q: 3 clusters Score -1440257 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1440312.000000 Penalty: 3127.339355
	Iteration 32Q: 3 clusters Score -1440312 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1440366.500000 Penalty: 3127.339355
	Iteration 33Q: 3 clusters Score -1440366 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1440407.750000 Penalty: 3127.339355
	Iteration 34Q: 3 clusters Score -1440408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1440451.250000 Penalty: 3127.339355
	Iteration 35Q: 3 clusters Score -1440451 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1440497.125000 Penalty: 3127.339355
	Iteration 36Q: 3 clusters Score -1440497 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1440543.875000 Penalty: 3127.339355
	Iteration 37Q: 3 clusters Score -1440544 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1440592.625000 Penalty: 3127.339355
	Iteration 38Q: 3 clusters Score -1440593 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1440639.250000 Penalty: 3127.339355
	Iteration 39Q: 3 clusters Score -1440639 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1440685.375000 Penalty: 3127.339355
	Iteration 40F: 3 clusters Score -1440685 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1440729.625000 Penalty: 3127.339355
	Iteration 41Q: 3 clusters Score -1440730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1440765.625000 Penalty: 3127.339355
	Iteration 42Q: 3 clusters Score -1440766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1440793.875000 Penalty: 3127.339355
	Iteration 43Q: 3 clusters Score -1440794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1440822.875000 Penalty: 3127.339355
	Iteration 44Q: 3 clusters Score -1440823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1440844.750000 Penalty: 3127.339355
	Iteration 45Q: 3 clusters Score -1440845 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1440862.000000 Penalty: 3127.339355
	Iteration 46Q: 3 clusters Score -1440862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1440879.625000 Penalty: 3127.339355
	Iteration 47Q: 3 clusters Score -1440880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1440893.000000 Penalty: 3127.339355
	Iteration 48Q: 3 clusters Score -1440893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1440909.750000 Penalty: 3127.339355
	Iteration 49Q: 3 clusters Score -1440910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1440915.750000 Penalty: 3127.339355
	Iteration 50Q: 3 clusters Score -1440916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1440926.125000 Penalty: 3127.339355
	Iteration 51Q: 3 clusters Score -1440926 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1440946.625000 Penalty: 3127.339355
	Iteration 52Q: 3 clusters Score -1440947 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1440960.250000 Penalty: 3127.339355
	Iteration 53Q: 3 clusters Score -1440960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1440972.625000 Penalty: 3127.339355
	Iteration 54Q: 3 clusters Score -1440973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1440977.875000 Penalty: 3127.339355
	Iteration 55Q: 3 clusters Score -1440978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1440980.750000 Penalty: 3127.339355
	Iteration 56Q: 3 clusters Score -1440981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1440985.750000 Penalty: 3127.339355
	Iteration 57Q: 3 clusters Score -1440986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1440993.250000 Penalty: 3127.339355
	Iteration 58Q: 3 clusters Score -1440993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1441000.250000 Penalty: 3127.339355
	Iteration 59Q: 3 clusters Score -1441000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1441005.000000 Penalty: 3127.339355
	Iteration 60F: 3 clusters Score -1441005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1441010.750000 Penalty: 3127.339355
	Iteration 61Q: 3 clusters Score -1441011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1441018.375000 Penalty: 3127.339355
	Iteration 62Q: 3 clusters Score -1441018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1441029.875000 Penalty: 3127.339355
	Iteration 63Q: 3 clusters Score -1441030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1441036.125000 Penalty: 3127.339355
	Iteration 64Q: 3 clusters Score -1441036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1441045.875000 Penalty: 3127.339355
	Iteration 65Q: 3 clusters Score -1441046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1441052.125000 Penalty: 3127.339355
	Iteration 66Q: 3 clusters Score -1441052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1441064.250000 Penalty: 3127.339355
	Iteration 67Q: 3 clusters Score -1441064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1441077.500000 Penalty: 3127.339355
	Iteration 68Q: 3 clusters Score -1441078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1441092.625000 Penalty: 3127.339355
	Iteration 69Q: 3 clusters Score -1441093 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1441100.625000 Penalty: 3127.339355
	Iteration 70Q: 3 clusters Score -1441101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1441116.875000 Penalty: 3127.339355
	Iteration 71Q: 3 clusters Score -1441117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1441120.625000 Penalty: 3127.339355
	Iteration 72Q: 3 clusters Score -1441121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1441124.375000 Penalty: 3127.339355
	Iteration 73Q: 3 clusters Score -1441124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1441134.250000 Penalty: 3127.339355
	Iteration 74Q: 3 clusters Score -1441134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1441132.500000 Penalty: 3127.339355
	Iteration 75Q: 3 clusters Score -1441132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1441131.500000 Penalty: 3127.339355
	Iteration 76Q: 3 clusters Score -1441132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1441134.500000 Penalty: 3127.339355
	Iteration 77Q: 3 clusters Score -1441134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1441137.250000 Penalty: 3127.339355
	Iteration 78Q: 3 clusters Score -1441137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1441134.000000 Penalty: 3127.339355
	Iteration 79Q: 3 clusters Score -1441134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1441137.750000 Penalty: 3127.339355
	Iteration 80F: 3 clusters Score -1441138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1441134.500000 Penalty: 3127.339355
	Iteration 81Q: 3 clusters Score -1441134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1441134.375000 Penalty: 3127.339355
	Iteration 82Q: 3 clusters Score -1441134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1441135.250000 Penalty: 3127.339355
	Iteration 83Q: 3 clusters Score -1441135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1441134.750000 Penalty: 3127.339355
	Iteration 84Q: 3 clusters Score -1441135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1441134.750000 Penalty: 3127.339355
	Iteration 85F: 3 clusters Score -1441135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 16352 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 45916 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 860 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 55511 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 3158 members 
Mstep: Class 23 contains 186870 members 
Mstep: Class 24 contains 26903 members 
Mstep: Class 25 contains 11944 members 
Entering Unmasked Estep 
Score: -52355300.000000 Penalty: 53662.054688
Splitting cluster 22 changes total score from -52337032.000000 to -52355300.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (186870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186870 members 
Entering Unmasked Estep 
Score: -18414868.000000 Penalty: 1972.452393
	Iteration 0F: 2 clusters Score -1.841487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -18298958.000000 Penalty: 3944.904785
	Iteration 0F: 3 clusters Score -1.829896e+07 nChanged 90230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -18353032.000000 Penalty: 3944.904785
	Iteration 1F: 3 clusters Score -1.835303e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -18354998.000000 Penalty: 3944.904785
	Iteration 2Q: 3 clusters Score -1.8355e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -18358548.000000 Penalty: 3944.904785
	Iteration 3Q: 3 clusters Score -1.835855e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -18364254.000000 Penalty: 3944.904785
	Iteration 4F: 3 clusters Score -1.836425e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121926 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -18372224.000000 Penalty: 3944.904785
	Iteration 5F: 3 clusters Score -1.837222e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128919 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -18382382.000000 Penalty: 3944.904785
	Iteration 6F: 3 clusters Score -1.838238e+07 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133371 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -18391464.000000 Penalty: 3944.904785
	Iteration 7F: 3 clusters Score -1.839146e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135379 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -18396600.000000 Penalty: 3944.904785
	Iteration 8Q: 3 clusters Score -1.83966e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136529 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -18398688.000000 Penalty: 3944.904785
	Iteration 9Q: 3 clusters Score -1.839869e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137453 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -18399670.000000 Penalty: 3944.904785
	Iteration 10Q: 3 clusters Score -1.839967e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138296 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -18400764.000000 Penalty: 3944.904785
	Iteration 11Q: 3 clusters Score -1.840076e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -18401460.000000 Penalty: 3944.904785
	Iteration 12Q: 3 clusters Score -1.840146e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -18402346.000000 Penalty: 3944.904785
	Iteration 13Q: 3 clusters Score -1.840235e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139997 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -18402934.000000 Penalty: 3944.904785
	Iteration 14Q: 3 clusters Score -1.840293e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140378 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -18403492.000000 Penalty: 3944.904785
	Iteration 15Q: 3 clusters Score -1.840349e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -18404022.000000 Penalty: 3944.904785
	Iteration 16Q: 3 clusters Score -1.840402e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -18404600.000000 Penalty: 3944.904785
	Iteration 17Q: 3 clusters Score -1.84046e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -18404964.000000 Penalty: 3944.904785
	Iteration 18Q: 3 clusters Score -1.840496e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141153 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -18405380.000000 Penalty: 3944.904785
	Iteration 19Q: 3 clusters Score -1.840538e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -18405624.000000 Penalty: 3944.904785
	Iteration 20F: 3 clusters Score -1.840562e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141290 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -18405818.000000 Penalty: 3944.904785
	Iteration 21Q: 3 clusters Score -1.840582e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141355 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -18406090.000000 Penalty: 3944.904785
	Iteration 22Q: 3 clusters Score -1.840609e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141421 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -18406386.000000 Penalty: 3944.904785
	Iteration 23Q: 3 clusters Score -1.840639e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141476 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -18406456.000000 Penalty: 3944.904785
	Iteration 24Q: 3 clusters Score -1.840646e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -18406614.000000 Penalty: 3944.904785
	Iteration 25Q: 3 clusters Score -1.840661e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -18406696.000000 Penalty: 3944.904785
	Iteration 26Q: 3 clusters Score -1.84067e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141573 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -18406750.000000 Penalty: 3944.904785
	Iteration 27Q: 3 clusters Score -1.840675e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141595 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -18406856.000000 Penalty: 3944.904785
	Iteration 28Q: 3 clusters Score -1.840686e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -18407008.000000 Penalty: 3944.904785
	Iteration 29Q: 3 clusters Score -1.840701e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -18407116.000000 Penalty: 3944.904785
	Iteration 30Q: 3 clusters Score -1.840712e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141722 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -18407138.000000 Penalty: 3944.904785
	Iteration 31Q: 3 clusters Score -1.840714e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141783 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -18407236.000000 Penalty: 3944.904785
	Iteration 32Q: 3 clusters Score -1.840724e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -18407318.000000 Penalty: 3944.904785
	Iteration 33Q: 3 clusters Score -1.840732e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141953 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -18407406.000000 Penalty: 3944.904785
	Iteration 34Q: 3 clusters Score -1.840741e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142037 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -18407474.000000 Penalty: 3944.904785
	Iteration 35Q: 3 clusters Score -1.840747e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142139 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -18407540.000000 Penalty: 3944.904785
	Iteration 36Q: 3 clusters Score -1.840754e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142255 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -18407576.000000 Penalty: 3944.904785
	Iteration 37Q: 3 clusters Score -1.840758e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142375 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -18407676.000000 Penalty: 3944.904785
	Iteration 38Q: 3 clusters Score -1.840768e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142499 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -18407756.000000 Penalty: 3944.904785
	Iteration 39Q: 3 clusters Score -1.840776e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142617 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -18407808.000000 Penalty: 3944.904785
	Iteration 40F: 3 clusters Score -1.840781e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -18407824.000000 Penalty: 3944.904785
	Iteration 41Q: 3 clusters Score -1.840782e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -18407866.000000 Penalty: 3944.904785
	Iteration 42Q: 3 clusters Score -1.840787e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -18407892.000000 Penalty: 3944.904785
	Iteration 43Q: 3 clusters Score -1.840789e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143059 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -18407862.000000 Penalty: 3944.904785
	Iteration 44Q: 3 clusters Score -1.840786e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -18407878.000000 Penalty: 3944.904785
	Iteration 45Q: 3 clusters Score -1.840788e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -18407880.000000 Penalty: 3944.904785
	Iteration 46Q: 3 clusters Score -1.840788e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143313 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -18407952.000000 Penalty: 3944.904785
	Iteration 47Q: 3 clusters Score -1.840795e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -18407982.000000 Penalty: 3944.904785
	Iteration 48Q: 3 clusters Score -1.840798e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143463 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -18408014.000000 Penalty: 3944.904785
	Iteration 49Q: 3 clusters Score -1.840801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143524 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -18408006.000000 Penalty: 3944.904785
	Iteration 50Q: 3 clusters Score -1.840801e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143585 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -18407992.000000 Penalty: 3944.904785
	Iteration 51Q: 3 clusters Score -1.840799e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -18408018.000000 Penalty: 3944.904785
	Iteration 52Q: 3 clusters Score -1.840802e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143712 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -18408034.000000 Penalty: 3944.904785
	Iteration 53Q: 3 clusters Score -1.840803e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143783 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -18408054.000000 Penalty: 3944.904785
	Iteration 54Q: 3 clusters Score -1.840805e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143855 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -18408108.000000 Penalty: 3944.904785
	Iteration 55Q: 3 clusters Score -1.840811e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143915 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -18408106.000000 Penalty: 3944.904785
	Iteration 56Q: 3 clusters Score -1.840811e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143990 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -18408136.000000 Penalty: 3944.904785
	Iteration 57Q: 3 clusters Score -1.840814e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144057 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -18408174.000000 Penalty: 3944.904785
	Iteration 58Q: 3 clusters Score -1.840817e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -18408226.000000 Penalty: 3944.904785
	Iteration 59Q: 3 clusters Score -1.840823e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -18408246.000000 Penalty: 3944.904785
	Iteration 60F: 3 clusters Score -1.840825e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144324 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -18408250.000000 Penalty: 3944.904785
	Iteration 61Q: 3 clusters Score -1.840825e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144405 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -18408230.000000 Penalty: 3944.904785
	Iteration 62Q: 3 clusters Score -1.840823e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -18408230.000000 Penalty: 3944.904785
	Iteration 63Q: 3 clusters Score -1.840823e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144583 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -18408224.000000 Penalty: 3944.904785
	Iteration 64Q: 3 clusters Score -1.840822e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -18408250.000000 Penalty: 3944.904785
	Iteration 65Q: 3 clusters Score -1.840825e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144804 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -18408280.000000 Penalty: 3944.904785
	Iteration 66Q: 3 clusters Score -1.840828e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144922 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -18408306.000000 Penalty: 3944.904785
	Iteration 67Q: 3 clusters Score -1.840831e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -18408314.000000 Penalty: 3944.904785
	Iteration 68Q: 3 clusters Score -1.840831e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145153 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -18408332.000000 Penalty: 3944.904785
	Iteration 69Q: 3 clusters Score -1.840833e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145284 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -18408372.000000 Penalty: 3944.904785
	Iteration 70Q: 3 clusters Score -1.840837e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -18408382.000000 Penalty: 3944.904785
	Iteration 71Q: 3 clusters Score -1.840838e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145579 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -18408404.000000 Penalty: 3944.904785
	Iteration 72Q: 3 clusters Score -1.84084e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145719 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -18408420.000000 Penalty: 3944.904785
	Iteration 73Q: 3 clusters Score -1.840842e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -18408454.000000 Penalty: 3944.904785
	Iteration 74Q: 3 clusters Score -1.840845e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146016 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -18408464.000000 Penalty: 3944.904785
	Iteration 75Q: 3 clusters Score -1.840846e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146173 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -18408450.000000 Penalty: 3944.904785
	Iteration 76Q: 3 clusters Score -1.840845e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146338 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -18408472.000000 Penalty: 3944.904785
	Iteration 77Q: 3 clusters Score -1.840847e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -18408502.000000 Penalty: 3944.904785
	Iteration 78Q: 3 clusters Score -1.84085e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -18408466.000000 Penalty: 3944.904785
	Iteration 79Q: 3 clusters Score -1.840847e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -18408432.000000 Penalty: 3944.904785
	Iteration 80F: 3 clusters Score -1.840843e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -18408460.000000 Penalty: 3944.904785
	Iteration 81Q: 3 clusters Score -1.840846e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -18408456.000000 Penalty: 3944.904785
	Iteration 82Q: 3 clusters Score -1.840846e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147356 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -18408450.000000 Penalty: 3944.904785
	Iteration 83Q: 3 clusters Score -1.840845e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -18408428.000000 Penalty: 3944.904785
	Iteration 84Q: 3 clusters Score -1.840843e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147721 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -18408478.000000 Penalty: 3944.904785
	Iteration 85Q: 3 clusters Score -1.840848e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -18408444.000000 Penalty: 3944.904785
	Iteration 86Q: 3 clusters Score -1.840844e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148142 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -18408456.000000 Penalty: 3944.904785
	Iteration 87Q: 3 clusters Score -1.840846e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -18408448.000000 Penalty: 3944.904785
	Iteration 88Q: 3 clusters Score -1.840845e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148601 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -18408498.000000 Penalty: 3944.904785
	Iteration 89Q: 3 clusters Score -1.84085e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148850 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -18408524.000000 Penalty: 3944.904785
	Iteration 90Q: 3 clusters Score -1.840852e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -18408544.000000 Penalty: 3944.904785
	Iteration 91Q: 3 clusters Score -1.840854e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149405 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -18408588.000000 Penalty: 3944.904785
	Iteration 92Q: 3 clusters Score -1.840859e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -18408638.000000 Penalty: 3944.904785
	Iteration 93Q: 3 clusters Score -1.840864e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -18408632.000000 Penalty: 3944.904785
	Iteration 94Q: 3 clusters Score -1.840863e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150449 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -18408694.000000 Penalty: 3944.904785
	Iteration 95Q: 3 clusters Score -1.840869e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150868 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -18408766.000000 Penalty: 3944.904785
	Iteration 96Q: 3 clusters Score -1.840877e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -18408816.000000 Penalty: 3944.904785
	Iteration 97Q: 3 clusters Score -1.840882e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151735 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -18408818.000000 Penalty: 3944.904785
	Iteration 98Q: 3 clusters Score -1.840882e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152163 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -18408832.000000 Penalty: 3944.904785
	Iteration 99Q: 3 clusters Score -1.840883e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -18408850.000000 Penalty: 3944.904785
	Iteration 100F: 3 clusters Score -1.840885e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -18408898.000000 Penalty: 3944.904785
	Iteration 101Q: 3 clusters Score -1.84089e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153613 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -18408938.000000 Penalty: 3944.904785
	Iteration 102Q: 3 clusters Score -1.840894e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154136 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -18409018.000000 Penalty: 3944.904785
	Iteration 103Q: 3 clusters Score -1.840902e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -18409260.000000 Penalty: 3944.904785
	Iteration 104Q: 3 clusters Score -1.840926e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155262 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -18409604.000000 Penalty: 3944.904785
	Iteration 105Q: 3 clusters Score -1.84096e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155960 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -18410068.000000 Penalty: 3944.904785
	Iteration 106Q: 3 clusters Score -1.841007e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -18410466.000000 Penalty: 3944.904785
	Iteration 107Q: 3 clusters Score -1.841047e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157719 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -18410888.000000 Penalty: 3944.904785
	Iteration 108Q: 3 clusters Score -1.841089e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158792 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -18411506.000000 Penalty: 3944.904785
	Iteration 109Q: 3 clusters Score -1.841151e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -18412148.000000 Penalty: 3944.904785
	Iteration 110Q: 3 clusters Score -1.841215e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161245 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -18412664.000000 Penalty: 3944.904785
	Iteration 111Q: 3 clusters Score -1.841266e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162676 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -18413306.000000 Penalty: 3944.904785
	Iteration 112Q: 3 clusters Score -1.841331e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -18414104.000000 Penalty: 3944.904785
	Iteration 113Q: 3 clusters Score -1.84141e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165813 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -18414686.000000 Penalty: 3944.904785
	Iteration 114Q: 3 clusters Score -1.841469e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -18415446.000000 Penalty: 3944.904785
	Iteration 115Q: 3 clusters Score -1.841545e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169430 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -18416102.000000 Penalty: 3944.904785
	Iteration 116Q: 3 clusters Score -1.84161e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -18416558.000000 Penalty: 3944.904785
	Iteration 117Q: 3 clusters Score -1.841656e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173467 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -18416986.000000 Penalty: 3944.904785
	Iteration 118Q: 3 clusters Score -1.841699e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175442 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -18417132.000000 Penalty: 3944.904785
	Iteration 119Q: 3 clusters Score -1.841713e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177306 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -18417000.000000 Penalty: 3944.904785
	Iteration 120F: 3 clusters Score -1.8417e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -18416774.000000 Penalty: 3944.904785
	Iteration 121Q: 3 clusters Score -1.841677e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -18416480.000000 Penalty: 3944.904785
	Iteration 122Q: 3 clusters Score -1.841648e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181701 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -18416182.000000 Penalty: 3944.904785
	Iteration 123Q: 3 clusters Score -1.841618e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182686 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -18415856.000000 Penalty: 3944.904785
	Iteration 124Q: 3 clusters Score -1.841586e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183423 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -18415650.000000 Penalty: 3944.904785
	Iteration 125Q: 3 clusters Score -1.841565e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183970 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -18415464.000000 Penalty: 3944.904785
	Iteration 126Q: 3 clusters Score -1.841546e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184361 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -18415236.000000 Penalty: 3944.904785
	Iteration 127Q: 3 clusters Score -1.841524e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184669 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -18415050.000000 Penalty: 3944.904785
	Iteration 128Q: 3 clusters Score -1.841505e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184905 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -18414926.000000 Penalty: 3944.904785
	Iteration 129Q: 3 clusters Score -1.841493e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185097 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -18414802.000000 Penalty: 3944.904785
	Iteration 130Q: 3 clusters Score -1.84148e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -18414698.000000 Penalty: 3944.904785
	Iteration 131Q: 3 clusters Score -1.84147e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185354 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -18414626.000000 Penalty: 3944.904785
	Iteration 132Q: 3 clusters Score -1.841463e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185444 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -18414578.000000 Penalty: 3944.904785
	Iteration 133Q: 3 clusters Score -1.841458e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185506 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -18414566.000000 Penalty: 3944.904785
	Iteration 134Q: 3 clusters Score -1.841457e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185557 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -18414560.000000 Penalty: 3944.904785
	Iteration 135Q: 3 clusters Score -1.841456e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185603 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -18414554.000000 Penalty: 3944.904785
	Iteration 136Q: 3 clusters Score -1.841455e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -18414510.000000 Penalty: 3944.904785
	Iteration 137Q: 3 clusters Score -1.841451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185668 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18414508.000000 Penalty: 3944.904785
	Iteration 138Q: 3 clusters Score -1.841451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185690 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -18414480.000000 Penalty: 3944.904785
	Iteration 139Q: 3 clusters Score -1.841448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185721 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -18414494.000000 Penalty: 3944.904785
	Iteration 140F: 3 clusters Score -1.841449e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185752 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -18414452.000000 Penalty: 3944.904785
	Iteration 141Q: 3 clusters Score -1.841445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185776 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18414444.000000 Penalty: 3944.904785
	Iteration 142Q: 3 clusters Score -1.841444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185794 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18414438.000000 Penalty: 3944.904785
	Iteration 143Q: 3 clusters Score -1.841444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185806 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -18414450.000000 Penalty: 3944.904785
	Iteration 144Q: 3 clusters Score -1.841445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185813 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -18414458.000000 Penalty: 3944.904785
	Iteration 145Q: 3 clusters Score -1.841446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185819 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -18414454.000000 Penalty: 3944.904785
	Iteration 146Q: 3 clusters Score -1.841445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18414446.000000 Penalty: 3944.904785
	Iteration 147Q: 3 clusters Score -1.841445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185833 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18414442.000000 Penalty: 3944.904785
	Iteration 148Q: 3 clusters Score -1.841444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185844 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18414438.000000 Penalty: 3944.904785
	Iteration 149Q: 3 clusters Score -1.841444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185848 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -18414438.000000 Penalty: 3944.904785
	Iteration 150Q: 3 clusters Score -1.841444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185850 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -18414442.000000 Penalty: 3944.904785
	Iteration 151Q: 3 clusters Score -1.841444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185859 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -18414440.000000 Penalty: 3944.904785
	Iteration 152Q: 3 clusters Score -1.841444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18414434.000000 Penalty: 3944.904785
	Iteration 153Q: 3 clusters Score -1.841443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -18414442.000000 Penalty: 3944.904785
	Iteration 154Q: 3 clusters Score -1.841444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185865 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -18414432.000000 Penalty: 3944.904785
	Iteration 155Q: 3 clusters Score -1.841443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185867 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -18414432.000000 Penalty: 3944.904785
	Iteration 156Q: 3 clusters Score -1.841443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185868 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -18414432.000000 Penalty: 3944.904785
	Iteration 157Q: 3 clusters Score -1.841443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185869 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -18414436.000000 Penalty: 3944.904785
	Iteration 158Q: 3 clusters Score -1.841444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185869 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -18414436.000000 Penalty: 3944.904785
	Iteration 159F: 3 clusters Score -1.841444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Entering Unmasked Estep 
Score: -2618060.500000 Penalty: 1657.498901
	Iteration 0F: 2 clusters Score -2618060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2599912.250000 Penalty: 3314.997803
	Iteration 0F: 3 clusters Score -2599912 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2606834.000000 Penalty: 3314.997803
	Iteration 1F: 3 clusters Score -2606834 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2607444.750000 Penalty: 3314.997803
	Iteration 2F: 3 clusters Score -2607445 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2608296.500000 Penalty: 3314.997803
	Iteration 3F: 3 clusters Score -2608296 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2609526.750000 Penalty: 3314.997803
	Iteration 4F: 3 clusters Score -2609527 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2611268.250000 Penalty: 3314.997803
	Iteration 5F: 3 clusters Score -2611268 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2613136.000000 Penalty: 3314.997803
	Iteration 6F: 3 clusters Score -2613136 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2614772.750000 Penalty: 3314.997803
	Iteration 7F: 3 clusters Score -2614773 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -2615845.500000 Penalty: 3314.997803
	Iteration 8Q: 3 clusters Score -2615846 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2616408.000000 Penalty: 3314.997803
	Iteration 9Q: 3 clusters Score -2616408 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -2616688.000000 Penalty: 3314.997803
	Iteration 10Q: 3 clusters Score -2616688 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2616832.750000 Penalty: 3314.997803
	Iteration 11Q: 3 clusters Score -2616833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2616908.250000 Penalty: 3314.997803
	Iteration 12Q: 3 clusters Score -2616908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -2616947.500000 Penalty: 3314.997803
	Iteration 13Q: 3 clusters Score -2616948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -2616991.500000 Penalty: 3314.997803
	Iteration 14Q: 3 clusters Score -2616992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -2617015.250000 Penalty: 3314.997803
	Iteration 15Q: 3 clusters Score -2617015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -2617032.250000 Penalty: 3314.997803
	Iteration 16Q: 3 clusters Score -2617032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -2617053.250000 Penalty: 3314.997803
	Iteration 17Q: 3 clusters Score -2617053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -2617062.500000 Penalty: 3314.997803
	Iteration 18Q: 3 clusters Score -2617062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2617063.750000 Penalty: 3314.997803
	Iteration 19Q: 3 clusters Score -2617064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2617066.000000 Penalty: 3314.997803
	Iteration 20F: 3 clusters Score -2617066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -2617064.000000 Penalty: 3314.997803
	Iteration 21Q: 3 clusters Score -2617064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -2617064.750000 Penalty: 3314.997803
	Iteration 22Q: 3 clusters Score -2617065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2617069.500000 Penalty: 3314.997803
	Iteration 23Q: 3 clusters Score -2617070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2617076.000000 Penalty: 3314.997803
	Iteration 24Q: 3 clusters Score -2617076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -2617079.250000 Penalty: 3314.997803
	Iteration 25Q: 3 clusters Score -2617079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -2617087.500000 Penalty: 3314.997803
	Iteration 26Q: 3 clusters Score -2617088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -2617088.000000 Penalty: 3314.997803
	Iteration 27Q: 3 clusters Score -2617088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -2617091.000000 Penalty: 3314.997803
	Iteration 28Q: 3 clusters Score -2617091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -2617098.750000 Penalty: 3314.997803
	Iteration 29Q: 3 clusters Score -2617099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -2617099.250000 Penalty: 3314.997803
	Iteration 30Q: 3 clusters Score -2617099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -2617098.750000 Penalty: 3314.997803
	Iteration 31Q: 3 clusters Score -2617099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2617095.500000 Penalty: 3314.997803
	Iteration 32Q: 3 clusters Score -2617096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2617095.250000 Penalty: 3314.997803
	Iteration 33Q: 3 clusters Score -2617095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -2617096.750000 Penalty: 3314.997803
	Iteration 34Q: 3 clusters Score -2617097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2617096.500000 Penalty: 3314.997803
	Iteration 35Q: 3 clusters Score -2617096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2617096.750000 Penalty: 3314.997803
	Iteration 36Q: 3 clusters Score -2617097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2617096.750000 Penalty: 3314.997803
	Iteration 37F: 3 clusters Score -2617097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 5 contains 25938 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 13 contains 27965 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1168 members 
Mstep: Class 18 contains 55511 members 
Mstep: Class 19 contains 42089 members 
Mstep: Class 21 contains 8295 members 
Mstep: Class 22 contains 3158 members 
Mstep: Class 23 contains 186870 members 
Mstep: Class 24 contains 26903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52362464.000000 Penalty: 53662.054688
Iteration 39Q: 26 clusters Score -5.236246e+07 nChanged 14368
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 5832 members 
Mstep: Class 4 contains 15325 members 
Mstep: Class 5 contains 25608 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 11801 members 
Mstep: Class 9 contains 44738 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 2992 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 8838 members 
Mstep: Class 15 contains 3434 members 
Mstep: Class 16 contains 10098 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 55621 members 
Mstep: Class 19 contains 44350 members 
Mstep: Class 20 contains 15323 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 3166 members 
Mstep: Class 23 contains 186048 members 
Mstep: Class 24 contains 27106 members 
Mstep: Class 25 contains 11486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52369472.000000 Penalty: 53662.054688
Iteration 40F: 26 clusters Score -5.236947e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 10452 members 
Mstep: Class 3 contains 5866 members 
Mstep: Class 4 contains 15258 members 
Mstep: Class 5 contains 25274 members 
Mstep: Class 6 contains 907 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 11940 members 
Mstep: Class 9 contains 45009 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 27972 members 
Mstep: Class 14 contains 8889 members 
Mstep: Class 15 contains 3372 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 55334 members 
Mstep: Class 19 contains 46396 members 
Mstep: Class 20 contains 15608 members 
Mstep: Class 21 contains 8668 members 
Mstep: Class 22 contains 3195 members 
Mstep: Class 23 contains 183691 members 
Mstep: Class 24 contains 26296 members 
Mstep: Class 25 contains 12410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52374360.000000 Penalty: 53662.054688
Iteration 41Q: 26 clusters Score -5.237436e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 10563 members 
Mstep: Class 3 contains 5898 members 
Mstep: Class 4 contains 15200 members 
Mstep: Class 5 contains 24992 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 12129 members 
Mstep: Class 9 contains 45008 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 13 contains 27759 members 
Mstep: Class 14 contains 8942 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 9947 members 
Mstep: Class 17 contains 1321 members 
Mstep: Class 18 contains 55197 members 
Mstep: Class 19 contains 48539 members 
Mstep: Class 20 contains 15818 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 3240 members 
Mstep: Class 23 contains 181304 members 
Mstep: Class 24 contains 25598 members 
Mstep: Class 25 contains 13165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52377516.000000 Penalty: 53662.054688
Iteration 42Q: 26 clusters Score -5.237752e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 15136 members 
Mstep: Class 5 contains 24777 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 3813 members 
Mstep: Class 8 contains 12324 members 
Mstep: Class 9 contains 44966 members 
Mstep: Class 10 contains 6397 members 
Mstep: Class 11 contains 1070 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 13 contains 27438 members 
Mstep: Class 14 contains 9014 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 9888 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 55109 members 
Mstep: Class 19 contains 50835 members 
Mstep: Class 20 contains 16015 members 
Mstep: Class 21 contains 8736 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 178958 members 
Mstep: Class 24 contains 24887 members 
Mstep: Class 25 contains 13838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380716.000000 Penalty: 53662.054688
Iteration 43Q: 26 clusters Score -5.238072e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10772 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 15072 members 
Mstep: Class 5 contains 24576 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 3889 members 
Mstep: Class 8 contains 12460 members 
Mstep: Class 9 contains 44860 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 1084 members 
Mstep: Class 12 contains 4114 members 
Mstep: Class 13 contains 27095 members 
Mstep: Class 14 contains 9078 members 
Mstep: Class 15 contains 3145 members 
Mstep: Class 16 contains 9863 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 55045 members 
Mstep: Class 19 contains 53232 members 
Mstep: Class 20 contains 16199 members 
Mstep: Class 21 contains 8758 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 176691 members 
Mstep: Class 24 contains 24255 members 
Mstep: Class 25 contains 14420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383912.000000 Penalty: 53662.054688
Iteration 44Q: 26 clusters Score -5.238391e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 10846 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15003 members 
Mstep: Class 5 contains 24403 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 12605 members 
Mstep: Class 9 contains 44772 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 26718 members 
Mstep: Class 14 contains 9136 members 
Mstep: Class 15 contains 3048 members 
Mstep: Class 16 contains 9881 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 54996 members 
Mstep: Class 19 contains 55617 members 
Mstep: Class 20 contains 16353 members 
Mstep: Class 21 contains 8770 members 
Mstep: Class 22 contains 3348 members 
Mstep: Class 23 contains 174580 members 
Mstep: Class 24 contains 23657 members 
Mstep: Class 25 contains 14893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386604.000000 Penalty: 53662.054688
Iteration 45Q: 26 clusters Score -5.23866e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 10924 members 
Mstep: Class 3 contains 5930 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 24241 members 
Mstep: Class 6 contains 937 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 12738 members 
Mstep: Class 9 contains 44650 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 1090 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 26344 members 
Mstep: Class 14 contains 9238 members 
Mstep: Class 15 contains 2941 members 
Mstep: Class 16 contains 9885 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 54952 members 
Mstep: Class 19 contains 58062 members 
Mstep: Class 20 contains 16493 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 3380 members 
Mstep: Class 23 contains 172446 members 
Mstep: Class 24 contains 23095 members 
Mstep: Class 25 contains 15268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388712.000000 Penalty: 53662.054688
Iteration 46Q: 26 clusters Score -5.238871e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 10987 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 14942 members 
Mstep: Class 5 contains 24097 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 4221 members 
Mstep: Class 8 contains 12878 members 
Mstep: Class 9 contains 44478 members 
Mstep: Class 10 contains 6480 members 
Mstep: Class 11 contains 1106 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 26007 members 
Mstep: Class 14 contains 9344 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 1409 members 
Mstep: Class 18 contains 54942 members 
Mstep: Class 19 contains 60705 members 
Mstep: Class 20 contains 16620 members 
Mstep: Class 21 contains 8779 members 
Mstep: Class 22 contains 3398 members 
Mstep: Class 23 contains 170151 members 
Mstep: Class 24 contains 22578 members 
Mstep: Class 25 contains 15541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390836.000000 Penalty: 53662.054688
Iteration 47Q: 26 clusters Score -5.239084e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 11040 members 
Mstep: Class 3 contains 5945 members 
Mstep: Class 4 contains 14917 members 
Mstep: Class 5 contains 23955 members 
Mstep: Class 6 contains 978 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 13007 members 
Mstep: Class 9 contains 44321 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 25698 members 
Mstep: Class 14 contains 9460 members 
Mstep: Class 15 contains 2761 members 
Mstep: Class 16 contains 9898 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 54960 members 
Mstep: Class 19 contains 63470 members 
Mstep: Class 20 contains 16732 members 
Mstep: Class 21 contains 8785 members 
Mstep: Class 22 contains 3414 members 
Mstep: Class 23 contains 167676 members 
Mstep: Class 24 contains 22182 members 
Mstep: Class 25 contains 15710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52393084.000000 Penalty: 53662.054688
Iteration 48Q: 26 clusters Score -5.239308e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 11095 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 14909 members 
Mstep: Class 5 contains 23820 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 4420 members 
Mstep: Class 8 contains 13112 members 
Mstep: Class 9 contains 44168 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 4583 members 
Mstep: Class 13 contains 25390 members 
Mstep: Class 14 contains 9595 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 9913 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 54988 members 
Mstep: Class 19 contains 66310 members 
Mstep: Class 20 contains 16836 members 
Mstep: Class 21 contains 8797 members 
Mstep: Class 22 contains 3428 members 
Mstep: Class 23 contains 165082 members 
Mstep: Class 24 contains 21851 members 
Mstep: Class 25 contains 15825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52394540.000000 Penalty: 53662.054688
Iteration 49Q: 26 clusters Score -5.239454e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 14912 members 
Mstep: Class 5 contains 23693 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 13214 members 
Mstep: Class 9 contains 44006 members 
Mstep: Class 10 contains 6494 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 4638 members 
Mstep: Class 13 contains 25120 members 
Mstep: Class 14 contains 9699 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 9922 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 55070 members 
Mstep: Class 19 contains 69312 members 
Mstep: Class 20 contains 16935 members 
Mstep: Class 21 contains 8809 members 
Mstep: Class 22 contains 3437 members 
Mstep: Class 23 contains 162294 members 
Mstep: Class 24 contains 21540 members 
Mstep: Class 25 contains 15923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52396264.000000 Penalty: 53662.054688
Iteration 50Q: 26 clusters Score -5.239626e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 5928 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 13289 members 
Mstep: Class 9 contains 43909 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 12 contains 4675 members 
Mstep: Class 13 contains 24906 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 2583 members 
Mstep: Class 16 contains 9954 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 55169 members 
Mstep: Class 19 contains 72346 members 
Mstep: Class 20 contains 17041 members 
Mstep: Class 21 contains 8816 members 
Mstep: Class 22 contains 3453 members 
Mstep: Class 23 contains 159272 members 
Mstep: Class 24 contains 21308 members 
Mstep: Class 25 contains 15962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52397772.000000 Penalty: 53662.054688
Iteration 51Q: 26 clusters Score -5.239777e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 11235 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 14999 members 
Mstep: Class 5 contains 23482 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 43817 members 
Mstep: Class 10 contains 6492 members 
Mstep: Class 11 contains 1154 members 
Mstep: Class 12 contains 4716 members 
Mstep: Class 13 contains 24732 members 
Mstep: Class 14 contains 9872 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 16 contains 9984 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 55341 members 
Mstep: Class 19 contains 75312 members 
Mstep: Class 20 contains 17109 members 
Mstep: Class 21 contains 8825 members 
Mstep: Class 22 contains 3470 members 
Mstep: Class 23 contains 156184 members 
Mstep: Class 24 contains 21105 members 
Mstep: Class 25 contains 16010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52398716.000000 Penalty: 53662.054688
Iteration 52Q: 26 clusters Score -5.239872e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11273 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 15059 members 
Mstep: Class 5 contains 23378 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 13430 members 
Mstep: Class 9 contains 43725 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 12 contains 4746 members 
Mstep: Class 13 contains 24590 members 
Mstep: Class 14 contains 9961 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 16 contains 10020 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 55586 members 
Mstep: Class 19 contains 78199 members 
Mstep: Class 20 contains 17174 members 
Mstep: Class 21 contains 8827 members 
Mstep: Class 22 contains 3494 members 
Mstep: Class 23 contains 153122 members 
Mstep: Class 24 contains 20908 members 
Mstep: Class 25 contains 16029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52399788.000000 Penalty: 53662.054688
Iteration 53Q: 26 clusters Score -5.239979e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11322 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 23259 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 13482 members 
Mstep: Class 9 contains 43668 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 1163 members 
Mstep: Class 12 contains 4773 members 
Mstep: Class 13 contains 24487 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 10054 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 55875 members 
Mstep: Class 19 contains 80836 members 
Mstep: Class 20 contains 17242 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 3513 members 
Mstep: Class 23 contains 150169 members 
Mstep: Class 24 contains 20724 members 
Mstep: Class 25 contains 16056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52401232.000000 Penalty: 53662.054688
Iteration 54Q: 26 clusters Score -5.240123e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 11352 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 4 contains 15178 members 
Mstep: Class 5 contains 23144 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 13529 members 
Mstep: Class 9 contains 43623 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 4790 members 
Mstep: Class 13 contains 24421 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 10106 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 56164 members 
Mstep: Class 19 contains 83257 members 
Mstep: Class 20 contains 17296 members 
Mstep: Class 21 contains 8837 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 147459 members 
Mstep: Class 24 contains 20524 members 
Mstep: Class 25 contains 16066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52402392.000000 Penalty: 53662.054688
Iteration 55Q: 26 clusters Score -5.240239e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 15206 members 
Mstep: Class 5 contains 23021 members 
Mstep: Class 6 contains 1138 members 
Mstep: Class 7 contains 4935 members 
Mstep: Class 8 contains 13579 members 
Mstep: Class 9 contains 43560 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 1169 members 
Mstep: Class 12 contains 4809 members 
Mstep: Class 13 contains 24373 members 
Mstep: Class 14 contains 10210 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 10150 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 56494 members 
Mstep: Class 19 contains 85347 members 
Mstep: Class 20 contains 17348 members 
Mstep: Class 21 contains 8843 members 
Mstep: Class 22 contains 3538 members 
Mstep: Class 23 contains 145037 members 
Mstep: Class 24 contains 20348 members 
Mstep: Class 25 contains 16077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403180.000000 Penalty: 53662.054688
Iteration 56Q: 26 clusters Score -5.240318e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 11416 members 
Mstep: Class 3 contains 5960 members 
Mstep: Class 4 contains 15210 members 
Mstep: Class 5 contains 22910 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 4998 members 
Mstep: Class 8 contains 13622 members 
Mstep: Class 9 contains 43501 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 4826 members 
Mstep: Class 13 contains 24334 members 
Mstep: Class 14 contains 10248 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 10196 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 56796 members 
Mstep: Class 19 contains 87213 members 
Mstep: Class 20 contains 17394 members 
Mstep: Class 21 contains 8839 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 142950 members 
Mstep: Class 24 contains 20193 members 
Mstep: Class 25 contains 16058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52403900.000000 Penalty: 53662.054688
Iteration 57Q: 26 clusters Score -5.24039e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 5962 members 
Mstep: Class 4 contains 15235 members 
Mstep: Class 5 contains 22785 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 13659 members 
Mstep: Class 9 contains 43464 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 4843 members 
Mstep: Class 13 contains 24308 members 
Mstep: Class 14 contains 10251 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 10220 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 57089 members 
Mstep: Class 19 contains 88827 members 
Mstep: Class 20 contains 17432 members 
Mstep: Class 21 contains 8840 members 
Mstep: Class 22 contains 3563 members 
Mstep: Class 23 contains 141178 members 
Mstep: Class 24 contains 20033 members 
Mstep: Class 25 contains 16052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404272.000000 Penalty: 53662.054688
Iteration 58Q: 26 clusters Score -5.240427e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 5966 members 
Mstep: Class 4 contains 15260 members 
Mstep: Class 5 contains 22662 members 
Mstep: Class 6 contains 1161 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 13699 members 
Mstep: Class 9 contains 43431 members 
Mstep: Class 10 contains 6494 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 24268 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 10264 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 57371 members 
Mstep: Class 19 contains 90132 members 
Mstep: Class 20 contains 17464 members 
Mstep: Class 21 contains 8839 members 
Mstep: Class 22 contains 3567 members 
Mstep: Class 23 contains 139731 members 
Mstep: Class 24 contains 19877 members 
Mstep: Class 25 contains 16047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52404992.000000 Penalty: 53662.054688
Iteration 59Q: 26 clusters Score -5.240499e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11465 members 
Mstep: Class 3 contains 5968 members 
Mstep: Class 4 contains 15289 members 
Mstep: Class 5 contains 22548 members 
Mstep: Class 6 contains 1169 members 
Mstep: Class 7 contains 5219 members 
Mstep: Class 8 contains 13751 members 
Mstep: Class 9 contains 43381 members 
Mstep: Class 10 contains 6494 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 24240 members 
Mstep: Class 14 contains 10179 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 57596 members 
Mstep: Class 19 contains 91289 members 
Mstep: Class 20 contains 17485 members 
Mstep: Class 21 contains 8844 members 
Mstep: Class 22 contains 3572 members 
Mstep: Class 23 contains 138523 members 
Mstep: Class 24 contains 19715 members 
Mstep: Class 25 contains 16024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52407072.000000 Penalty: 53662.054688
Iteration 60F: 26 clusters Score -5.240707e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 3 contains 5971 members 
Mstep: Class 4 contains 15309 members 
Mstep: Class 5 contains 22416 members 
Mstep: Class 6 contains 1188 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 13808 members 
Mstep: Class 9 contains 43339 members 
Mstep: Class 10 contains 6494 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 4873 members 
Mstep: Class 13 contains 24219 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 2432 members 
Mstep: Class 16 contains 10321 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 57848 members 
Mstep: Class 19 contains 93825 members 
Mstep: Class 20 contains 17508 members 
Mstep: Class 21 contains 8845 members 
Mstep: Class 22 contains 3573 members 
Mstep: Class 23 contains 135949 members 
Mstep: Class 24 contains 19582 members 
Mstep: Class 25 contains 15999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52408636.000000 Penalty: 53662.054688
Iteration 61Q: 26 clusters Score -5.240864e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 11495 members 
Mstep: Class 3 contains 5968 members 
Mstep: Class 4 contains 15330 members 
Mstep: Class 5 contains 22272 members 
Mstep: Class 6 contains 1200 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 13849 members 
Mstep: Class 9 contains 43326 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 24192 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 2428 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 58143 members 
Mstep: Class 19 contains 96146 members 
Mstep: Class 20 contains 17528 members 
Mstep: Class 21 contains 8842 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 133581 members 
Mstep: Class 24 contains 19426 members 
Mstep: Class 25 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 26 clusters Score -5.24094e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 5963 members 
Mstep: Class 4 contains 15363 members 
Mstep: Class 5 contains 22140 members 
Mstep: Class 6 contains 1210 members 
Mstep: Class 7 contains 5400 members 
Mstep: Class 8 contains 13875 members 
Mstep: Class 9 contains 43331 members 
Mstep: Class 10 contains 6514 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4887 members 
Mstep: Class 13 contains 24170 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 10374 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 58377 members 
Mstep: Class 19 contains 98143 members 
Mstep: Class 20 contains 17541 members 
Mstep: Class 21 contains 8842 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 131603 members 
Mstep: Class 24 contains 19282 members 
Mstep: Class 25 contains 15943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52409888.000000 Penalty: 53662.054688
Iteration 63Q: 26 clusters Score -5.240989e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 15380 members 
Mstep: Class 5 contains 22012 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 5458 members 
Mstep: Class 8 contains 13907 members 
Mstep: Class 9 contains 43338 members 
Mstep: Class 10 contains 6520 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 24132 members 
Mstep: Class 14 contains 9747 members 
Mstep: Class 15 contains 2405 members 
Mstep: Class 16 contains 10410 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 58595 members 
Mstep: Class 19 contains 99732 members 
Mstep: Class 20 contains 17549 members 
Mstep: Class 21 contains 8842 members 
Mstep: Class 22 contains 3581 members 
Mstep: Class 23 contains 130063 members 
Mstep: Class 24 contains 19151 members 
Mstep: Class 25 contains 15930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410184.000000 Penalty: 53662.054688
Iteration 64Q: 26 clusters Score -5.241018e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 11571 members 
Mstep: Class 3 contains 5965 members 
Mstep: Class 4 contains 15384 members 
Mstep: Class 5 contains 21884 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 5508 members 
Mstep: Class 8 contains 13934 members 
Mstep: Class 9 contains 43336 members 
Mstep: Class 10 contains 6522 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 24105 members 
Mstep: Class 14 contains 9611 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 16 contains 10425 members 
Mstep: Class 17 contains 1434 members 
Mstep: Class 18 contains 58803 members 
Mstep: Class 19 contains 101040 members 
Mstep: Class 20 contains 17563 members 
Mstep: Class 21 contains 8846 members 
Mstep: Class 22 contains 3586 members 
Mstep: Class 23 contains 128853 members 
Mstep: Class 24 contains 19008 members 
Mstep: Class 25 contains 15919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410388.000000 Penalty: 53662.054688
Iteration 65Q: 26 clusters Score -5.241039e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 5959 members 
Mstep: Class 4 contains 15400 members 
Mstep: Class 5 contains 21766 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 13952 members 
Mstep: Class 9 contains 43346 members 
Mstep: Class 10 contains 6523 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4903 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 10442 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 58969 members 
Mstep: Class 19 contains 102116 members 
Mstep: Class 20 contains 17580 members 
Mstep: Class 21 contains 8848 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 127868 members 
Mstep: Class 24 contains 18879 members 
Mstep: Class 25 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410608.000000 Penalty: 53662.054688
Iteration 66Q: 26 clusters Score -5.241061e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11626 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 21641 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 5593 members 
Mstep: Class 8 contains 13978 members 
Mstep: Class 9 contains 43353 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 4906 members 
Mstep: Class 13 contains 24064 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 16 contains 10443 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 59124 members 
Mstep: Class 19 contains 103005 members 
Mstep: Class 20 contains 17582 members 
Mstep: Class 21 contains 8844 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 127054 members 
Mstep: Class 24 contains 18758 members 
Mstep: Class 25 contains 15891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410856.000000 Penalty: 53662.054688
Iteration 67Q: 26 clusters Score -5.241086e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11652 members 
Mstep: Class 3 contains 5945 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 21517 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 14005 members 
Mstep: Class 9 contains 43356 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 4909 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 9325 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 10455 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 59273 members 
Mstep: Class 19 contains 103706 members 
Mstep: Class 20 contains 17597 members 
Mstep: Class 21 contains 8846 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 126410 members 
Mstep: Class 24 contains 18645 members 
Mstep: Class 25 contains 15876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410992.000000 Penalty: 53662.054688
Iteration 68Q: 26 clusters Score -5.241099e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 5940 members 
Mstep: Class 4 contains 15407 members 
Mstep: Class 5 contains 21384 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 5691 members 
Mstep: Class 8 contains 14023 members 
Mstep: Class 9 contains 43358 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 4915 members 
Mstep: Class 13 contains 24040 members 
Mstep: Class 14 contains 9251 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 10460 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 59414 members 
Mstep: Class 19 contains 104296 members 
Mstep: Class 20 contains 17607 members 
Mstep: Class 21 contains 8848 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 125911 members 
Mstep: Class 24 contains 18545 members 
Mstep: Class 25 contains 15863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52410968.000000 Penalty: 53662.054688
Iteration 69Q: 26 clusters Score -5.241097e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11679 members 
Mstep: Class 3 contains 5942 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 21257 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 5763 members 
Mstep: Class 8 contains 14036 members 
Mstep: Class 9 contains 43358 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 4921 members 
Mstep: Class 13 contains 24035 members 
Mstep: Class 14 contains 9179 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 10477 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 59553 members 
Mstep: Class 19 contains 104754 members 
Mstep: Class 20 contains 17613 members 
Mstep: Class 21 contains 8856 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 125489 members 
Mstep: Class 24 contains 18440 members 
Mstep: Class 25 contains 15845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411028.000000 Penalty: 53662.054688
Iteration 70Q: 26 clusters Score -5.241103e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11695 members 
Mstep: Class 3 contains 5941 members 
Mstep: Class 4 contains 15407 members 
Mstep: Class 5 contains 21153 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 5835 members 
Mstep: Class 8 contains 14057 members 
Mstep: Class 9 contains 43351 members 
Mstep: Class 10 contains 6527 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 24030 members 
Mstep: Class 14 contains 9107 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 59665 members 
Mstep: Class 19 contains 105127 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 125165 members 
Mstep: Class 24 contains 18341 members 
Mstep: Class 25 contains 15827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411100.000000 Penalty: 53662.054688
Iteration 71Q: 26 clusters Score -5.24111e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 5940 members 
Mstep: Class 4 contains 15407 members 
Mstep: Class 5 contains 21053 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 5910 members 
Mstep: Class 8 contains 14077 members 
Mstep: Class 9 contains 43334 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 24027 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 59773 members 
Mstep: Class 19 contains 105440 members 
Mstep: Class 20 contains 17627 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 124895 members 
Mstep: Class 24 contains 18260 members 
Mstep: Class 25 contains 15805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411256.000000 Penalty: 53662.054688
Iteration 72Q: 26 clusters Score -5.241126e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 5939 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20956 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 5970 members 
Mstep: Class 8 contains 14098 members 
Mstep: Class 9 contains 43325 members 
Mstep: Class 10 contains 6535 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 4936 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 8985 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 10500 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 59878 members 
Mstep: Class 19 contains 105689 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 124699 members 
Mstep: Class 24 contains 18176 members 
Mstep: Class 25 contains 15784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411176.000000 Penalty: 53662.054688
Iteration 73Q: 26 clusters Score -5.241118e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 20880 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 6027 members 
Mstep: Class 8 contains 14113 members 
Mstep: Class 9 contains 43315 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 4942 members 
Mstep: Class 13 contains 24013 members 
Mstep: Class 14 contains 8923 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 16 contains 10507 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 59964 members 
Mstep: Class 19 contains 105901 members 
Mstep: Class 20 contains 17631 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 124551 members 
Mstep: Class 24 contains 18090 members 
Mstep: Class 25 contains 15773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411024.000000 Penalty: 53662.054688
Iteration 74Q: 26 clusters Score -5.241102e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 20825 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 6090 members 
Mstep: Class 8 contains 14132 members 
Mstep: Class 9 contains 43299 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 24011 members 
Mstep: Class 14 contains 8868 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 16 contains 10516 members 
Mstep: Class 17 contains 1416 members 
Mstep: Class 18 contains 60019 members 
Mstep: Class 19 contains 106082 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8863 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 124412 members 
Mstep: Class 24 contains 18023 members 
Mstep: Class 25 contains 15764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411232.000000 Penalty: 53662.054688
Iteration 75Q: 26 clusters Score -5.241123e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20781 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 6157 members 
Mstep: Class 8 contains 14150 members 
Mstep: Class 9 contains 43284 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 24009 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 16 contains 10516 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 60065 members 
Mstep: Class 19 contains 106250 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 124300 members 
Mstep: Class 24 contains 17962 members 
Mstep: Class 25 contains 15752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411240.000000 Penalty: 53662.054688
Iteration 76Q: 26 clusters Score -5.241124e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 5937 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 20737 members 
Mstep: Class 6 contains 1347 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 14162 members 
Mstep: Class 9 contains 43271 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 24011 members 
Mstep: Class 14 contains 8778 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 60099 members 
Mstep: Class 19 contains 106395 members 
Mstep: Class 20 contains 17631 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 124196 members 
Mstep: Class 24 contains 17903 members 
Mstep: Class 25 contains 15738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411184.000000 Penalty: 53662.054688
Iteration 77Q: 26 clusters Score -5.241118e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11741 members 
Mstep: Class 3 contains 5936 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 20696 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 14174 members 
Mstep: Class 9 contains 43263 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 4948 members 
Mstep: Class 13 contains 24013 members 
Mstep: Class 14 contains 8746 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 10523 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 60130 members 
Mstep: Class 19 contains 106510 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 124116 members 
Mstep: Class 24 contains 17844 members 
Mstep: Class 25 contains 15731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411172.000000 Penalty: 53662.054688
Iteration 78Q: 26 clusters Score -5.241117e+07 nChanged 368
Entering ConstructFrom: 
Score: -52411172.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (12259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Entering Unmasked Estep 
Score: -1227535.750000 Penalty: 1529.777588
	Iteration 0F: 2 clusters Score -1227536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1219000.000000 Penalty: 3059.555176
	Iteration 0F: 3 clusters Score -1219000 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1221703.000000 Penalty: 3059.555176
	Iteration 1F: 3 clusters Score -1221703 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1221951.500000 Penalty: 3059.555176
	Iteration 2F: 3 clusters Score -1221952 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1222220.125000 Penalty: 3059.555176
	Iteration 3F: 3 clusters Score -1222220 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1222542.625000 Penalty: 3059.555176
	Iteration 4F: 3 clusters Score -1222543 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1223020.875000 Penalty: 3059.555176
	Iteration 5F: 3 clusters Score -1223021 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1223724.750000 Penalty: 3059.555176
	Iteration 6F: 3 clusters Score -1223725 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1224586.875000 Penalty: 3059.555176
	Iteration 7F: 3 clusters Score -1224587 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1225355.375000 Penalty: 3059.555176
	Iteration 8F: 3 clusters Score -1225355 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1225827.375000 Penalty: 3059.555176
	Iteration 9Q: 3 clusters Score -1225827 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1226139.375000 Penalty: 3059.555176
	Iteration 10Q: 3 clusters Score -1226139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1226279.125000 Penalty: 3059.555176
	Iteration 11Q: 3 clusters Score -1226279 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1226337.875000 Penalty: 3059.555176
	Iteration 12Q: 3 clusters Score -1226338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1226357.125000 Penalty: 3059.555176
	Iteration 13Q: 3 clusters Score -1226357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1226374.375000 Penalty: 3059.555176
	Iteration 14Q: 3 clusters Score -1226374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1226385.750000 Penalty: 3059.555176
	Iteration 15Q: 3 clusters Score -1226386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1226392.125000 Penalty: 3059.555176
	Iteration 16Q: 3 clusters Score -1226392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1226397.125000 Penalty: 3059.555176
	Iteration 17Q: 3 clusters Score -1226397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1226404.375000 Penalty: 3059.555176
	Iteration 18Q: 3 clusters Score -1226404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1226409.625000 Penalty: 3059.555176
	Iteration 19Q: 3 clusters Score -1226410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1226409.375000 Penalty: 3059.555176
	Iteration 20F: 3 clusters Score -1226409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1226411.750000 Penalty: 3059.555176
	Iteration 21Q: 3 clusters Score -1226412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1226414.375000 Penalty: 3059.555176
	Iteration 22Q: 3 clusters Score -1226414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1226415.500000 Penalty: 3059.555176
	Iteration 23Q: 3 clusters Score -1226416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1226413.125000 Penalty: 3059.555176
	Iteration 24Q: 3 clusters Score -1226413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1226413.125000 Penalty: 3059.555176
	Iteration 25F: 3 clusters Score -1226413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Entering Unmasked Estep 
Score: -1157212.750000 Penalty: 1522.858643
	Iteration 0F: 2 clusters Score -1157213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1148970.125000 Penalty: 3045.717285
	Iteration 0F: 3 clusters Score -1148970 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1151746.000000 Penalty: 3045.717285
	Iteration 1F: 3 clusters Score -1151746 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1152045.000000 Penalty: 3045.717285
	Iteration 2F: 3 clusters Score -1152045 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1152270.000000 Penalty: 3045.717285
	Iteration 3Q: 3 clusters Score -1152270 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1152481.750000 Penalty: 3045.717285
	Iteration 4Q: 3 clusters Score -1152482 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1152661.750000 Penalty: 3045.717285
	Iteration 5Q: 3 clusters Score -1152662 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1152849.625000 Penalty: 3045.717285
	Iteration 6Q: 3 clusters Score -1152850 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1153068.000000 Penalty: 3045.717285
	Iteration 7Q: 3 clusters Score -1153068 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1153321.375000 Penalty: 3045.717285
	Iteration 8Q: 3 clusters Score -1153321 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1153609.375000 Penalty: 3045.717285
	Iteration 9Q: 3 clusters Score -1153609 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1153948.875000 Penalty: 3045.717285
	Iteration 10Q: 3 clusters Score -1153949 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1154313.875000 Penalty: 3045.717285
	Iteration 11Q: 3 clusters Score -1154314 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1154612.625000 Penalty: 3045.717285
	Iteration 12Q: 3 clusters Score -1154613 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1154857.375000 Penalty: 3045.717285
	Iteration 13Q: 3 clusters Score -1154857 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1155041.250000 Penalty: 3045.717285
	Iteration 14Q: 3 clusters Score -1155041 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1155185.250000 Penalty: 3045.717285
	Iteration 15Q: 3 clusters Score -1155185 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1155301.750000 Penalty: 3045.717285
	Iteration 16Q: 3 clusters Score -1155302 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1155386.250000 Penalty: 3045.717285
	Iteration 17Q: 3 clusters Score -1155386 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1155460.625000 Penalty: 3045.717285
	Iteration 18Q: 3 clusters Score -1155461 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1155525.000000 Penalty: 3045.717285
	Iteration 19Q: 3 clusters Score -1155525 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1155578.375000 Penalty: 3045.717285
	Iteration 20F: 3 clusters Score -1155578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1155627.125000 Penalty: 3045.717285
	Iteration 21Q: 3 clusters Score -1155627 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1155669.375000 Penalty: 3045.717285
	Iteration 22Q: 3 clusters Score -1155669 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1155705.875000 Penalty: 3045.717285
	Iteration 23Q: 3 clusters Score -1155706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1155733.500000 Penalty: 3045.717285
	Iteration 24Q: 3 clusters Score -1155734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1155767.500000 Penalty: 3045.717285
	Iteration 25Q: 3 clusters Score -1155768 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1155802.000000 Penalty: 3045.717285
	Iteration 26Q: 3 clusters Score -1155802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1155830.750000 Penalty: 3045.717285
	Iteration 27Q: 3 clusters Score -1155831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1155854.125000 Penalty: 3045.717285
	Iteration 28Q: 3 clusters Score -1155854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1155882.625000 Penalty: 3045.717285
	Iteration 29Q: 3 clusters Score -1155883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1155900.500000 Penalty: 3045.717285
	Iteration 30Q: 3 clusters Score -1155900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1155924.250000 Penalty: 3045.717285
	Iteration 31Q: 3 clusters Score -1155924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1155944.000000 Penalty: 3045.717285
	Iteration 32Q: 3 clusters Score -1155944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1155954.750000 Penalty: 3045.717285
	Iteration 33Q: 3 clusters Score -1155955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1155969.625000 Penalty: 3045.717285
	Iteration 34Q: 3 clusters Score -1155970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1155978.500000 Penalty: 3045.717285
	Iteration 35Q: 3 clusters Score -1155978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1155981.125000 Penalty: 3045.717285
	Iteration 36Q: 3 clusters Score -1155981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1155991.875000 Penalty: 3045.717285
	Iteration 37Q: 3 clusters Score -1155992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1155997.125000 Penalty: 3045.717285
	Iteration 38Q: 3 clusters Score -1155997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1156001.750000 Penalty: 3045.717285
	Iteration 39Q: 3 clusters Score -1156002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1156005.875000 Penalty: 3045.717285
	Iteration 40F: 3 clusters Score -1156006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1156007.375000 Penalty: 3045.717285
	Iteration 41Q: 3 clusters Score -1156007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1156014.875000 Penalty: 3045.717285
	Iteration 42Q: 3 clusters Score -1156015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1156020.000000 Penalty: 3045.717285
	Iteration 43Q: 3 clusters Score -1156020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1156027.250000 Penalty: 3045.717285
	Iteration 44Q: 3 clusters Score -1156027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1156029.000000 Penalty: 3045.717285
	Iteration 45Q: 3 clusters Score -1156029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1156032.625000 Penalty: 3045.717285
	Iteration 46Q: 3 clusters Score -1156033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1156035.500000 Penalty: 3045.717285
	Iteration 47Q: 3 clusters Score -1156036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1156039.125000 Penalty: 3045.717285
	Iteration 48Q: 3 clusters Score -1156039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1156039.875000 Penalty: 3045.717285
	Iteration 49Q: 3 clusters Score -1156040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1156040.375000 Penalty: 3045.717285
	Iteration 50Q: 3 clusters Score -1156040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1156042.375000 Penalty: 3045.717285
	Iteration 51Q: 3 clusters Score -1156042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1156044.875000 Penalty: 3045.717285
	Iteration 52Q: 3 clusters Score -1156045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1156044.625000 Penalty: 3045.717285
	Iteration 53Q: 3 clusters Score -1156045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1156046.125000 Penalty: 3045.717285
	Iteration 54Q: 3 clusters Score -1156046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1156045.250000 Penalty: 3045.717285
	Iteration 55Q: 3 clusters Score -1156045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1156045.250000 Penalty: 3045.717285
	Iteration 56F: 3 clusters Score -1156045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -593065.500000 Penalty: 1411.873779
	Iteration 0F: 2 clusters Score -593065.5 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 2949 members 
Entering Unmasked Estep 
Score: -588564.375000 Penalty: 2823.747559
	Iteration 0F: 3 clusters Score -588564.4 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -589916.562500 Penalty: 2823.747559
	Iteration 1F: 3 clusters Score -589916.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -590242.937500 Penalty: 2823.747559
	Iteration 2F: 3 clusters Score -590242.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -590555.875000 Penalty: 2823.747559
	Iteration 3F: 3 clusters Score -590555.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -590859.750000 Penalty: 2823.747559
	Iteration 4F: 3 clusters Score -590859.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -591149.937500 Penalty: 2823.747559
	Iteration 5F: 3 clusters Score -591149.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -591430.250000 Penalty: 2823.747559
	Iteration 6F: 3 clusters Score -591430.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -591705.562500 Penalty: 2823.747559
	Iteration 7F: 3 clusters Score -591705.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -591933.875000 Penalty: 2823.747559
	Iteration 8Q: 3 clusters Score -591933.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -592120.000000 Penalty: 2823.747559
	Iteration 9Q: 3 clusters Score -592120 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -592285.750000 Penalty: 2823.747559
	Iteration 10Q: 3 clusters Score -592285.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -592381.500000 Penalty: 2823.747559
	Iteration 11Q: 3 clusters Score -592381.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -592442.875000 Penalty: 2823.747559
	Iteration 12Q: 3 clusters Score -592442.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -592500.812500 Penalty: 2823.747559
	Iteration 13Q: 3 clusters Score -592500.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -592530.125000 Penalty: 2823.747559
	Iteration 14Q: 3 clusters Score -592530.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -592552.062500 Penalty: 2823.747559
	Iteration 15Q: 3 clusters Score -592552.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -592563.625000 Penalty: 2823.747559
	Iteration 16Q: 3 clusters Score -592563.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -592571.687500 Penalty: 2823.747559
	Iteration 17Q: 3 clusters Score -592571.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -592580.562500 Penalty: 2823.747559
	Iteration 18Q: 3 clusters Score -592580.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -592590.125000 Penalty: 2823.747559
	Iteration 19Q: 3 clusters Score -592590.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -592598.000000 Penalty: 2823.747559
	Iteration 20F: 3 clusters Score -592598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -592603.625000 Penalty: 2823.747559
	Iteration 21Q: 3 clusters Score -592603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -592605.750000 Penalty: 2823.747559
	Iteration 22Q: 3 clusters Score -592605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -592609.125000 Penalty: 2823.747559
	Iteration 23Q: 3 clusters Score -592609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -592609.812500 Penalty: 2823.747559
	Iteration 24Q: 3 clusters Score -592609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -592611.062500 Penalty: 2823.747559
	Iteration 25Q: 3 clusters Score -592611.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -592611.062500 Penalty: 2823.747559
	Iteration 26F: 3 clusters Score -592611.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Entering Unmasked Estep 
Score: -1522401.125000 Penalty: 1567.013672
	Iteration 0F: 2 clusters Score -1522401 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 7838 members 
Entering Unmasked Estep 
Score: -1511707.875000 Penalty: 3134.027344
	Iteration 0F: 3 clusters Score -1511708 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1515444.750000 Penalty: 3134.027344
	Iteration 1F: 3 clusters Score -1515445 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1515774.000000 Penalty: 3134.027344
	Iteration 2F: 3 clusters Score -1515774 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1516092.250000 Penalty: 3134.027344
	Iteration 3Q: 3 clusters Score -1516092 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1516491.750000 Penalty: 3134.027344
	Iteration 4Q: 3 clusters Score -1516492 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1517036.750000 Penalty: 3134.027344
	Iteration 5F: 3 clusters Score -1517037 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1517795.500000 Penalty: 3134.027344
	Iteration 6F: 3 clusters Score -1517796 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1518675.500000 Penalty: 3134.027344
	Iteration 7F: 3 clusters Score -1518676 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1519579.750000 Penalty: 3134.027344
	Iteration 8F: 3 clusters Score -1519580 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1520254.250000 Penalty: 3134.027344
	Iteration 9Q: 3 clusters Score -1520254 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1520652.875000 Penalty: 3134.027344
	Iteration 10Q: 3 clusters Score -1520653 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1520841.000000 Penalty: 3134.027344
	Iteration 11Q: 3 clusters Score -1520841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1520939.750000 Penalty: 3134.027344
	Iteration 12Q: 3 clusters Score -1520940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1521001.125000 Penalty: 3134.027344
	Iteration 13Q: 3 clusters Score -1521001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1521032.500000 Penalty: 3134.027344
	Iteration 14Q: 3 clusters Score -1521032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1521050.125000 Penalty: 3134.027344
	Iteration 15Q: 3 clusters Score -1521050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1521065.125000 Penalty: 3134.027344
	Iteration 16Q: 3 clusters Score -1521065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1521080.375000 Penalty: 3134.027344
	Iteration 17Q: 3 clusters Score -1521080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1521093.000000 Penalty: 3134.027344
	Iteration 18Q: 3 clusters Score -1521093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1521095.750000 Penalty: 3134.027344
	Iteration 19Q: 3 clusters Score -1521096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1521095.750000 Penalty: 3134.027344
	Iteration 20F: 3 clusters Score -1521096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Entering Unmasked Estep 
Score: -2098928.500000 Penalty: 1614.568970
	Iteration 0F: 2 clusters Score -2098928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2084839.750000 Penalty: 3229.137939
	Iteration 0F: 3 clusters Score -2084840 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2089687.875000 Penalty: 3229.137939
	Iteration 1F: 3 clusters Score -2089688 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2089992.500000 Penalty: 3229.137939
	Iteration 2Q: 3 clusters Score -2089992 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2090268.875000 Penalty: 3229.137939
	Iteration 3Q: 3 clusters Score -2090269 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2090568.500000 Penalty: 3229.137939
	Iteration 4Q: 3 clusters Score -2090568 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2090931.750000 Penalty: 3229.137939
	Iteration 5Q: 3 clusters Score -2090932 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2091382.000000 Penalty: 3229.137939
	Iteration 6Q: 3 clusters Score -2091382 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2091982.750000 Penalty: 3229.137939
	Iteration 7Q: 3 clusters Score -2091983 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2092673.375000 Penalty: 3229.137939
	Iteration 8F: 3 clusters Score -2092673 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2093363.500000 Penalty: 3229.137939
	Iteration 9F: 3 clusters Score -2093364 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2093979.250000 Penalty: 3229.137939
	Iteration 10F: 3 clusters Score -2093979 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2094467.875000 Penalty: 3229.137939
	Iteration 11Q: 3 clusters Score -2094468 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2094806.625000 Penalty: 3229.137939
	Iteration 12Q: 3 clusters Score -2094807 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2094998.000000 Penalty: 3229.137939
	Iteration 13Q: 3 clusters Score -2094998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2095106.125000 Penalty: 3229.137939
	Iteration 14Q: 3 clusters Score -2095106 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2095192.375000 Penalty: 3229.137939
	Iteration 15Q: 3 clusters Score -2095192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2095250.000000 Penalty: 3229.137939
	Iteration 16Q: 3 clusters Score -2095250 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2095296.125000 Penalty: 3229.137939
	Iteration 17Q: 3 clusters Score -2095296 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2095331.250000 Penalty: 3229.137939
	Iteration 18Q: 3 clusters Score -2095331 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2095362.000000 Penalty: 3229.137939
	Iteration 19Q: 3 clusters Score -2095362 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2095399.000000 Penalty: 3229.137939
	Iteration 20F: 3 clusters Score -2095399 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2095433.875000 Penalty: 3229.137939
	Iteration 21Q: 3 clusters Score -2095434 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2095475.750000 Penalty: 3229.137939
	Iteration 22Q: 3 clusters Score -2095476 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2095507.625000 Penalty: 3229.137939
	Iteration 23Q: 3 clusters Score -2095508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2095530.250000 Penalty: 3229.137939
	Iteration 24Q: 3 clusters Score -2095530 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2095556.625000 Penalty: 3229.137939
	Iteration 25Q: 3 clusters Score -2095557 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2095574.000000 Penalty: 3229.137939
	Iteration 26Q: 3 clusters Score -2095574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2095579.125000 Penalty: 3229.137939
	Iteration 27Q: 3 clusters Score -2095579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2095594.375000 Penalty: 3229.137939
	Iteration 28Q: 3 clusters Score -2095594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2095601.875000 Penalty: 3229.137939
	Iteration 29Q: 3 clusters Score -2095602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2095610.000000 Penalty: 3229.137939
	Iteration 30Q: 3 clusters Score -2095610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2095623.375000 Penalty: 3229.137939
	Iteration 31Q: 3 clusters Score -2095623 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2095629.875000 Penalty: 3229.137939
	Iteration 32Q: 3 clusters Score -2095630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2095627.875000 Penalty: 3229.137939
	Iteration 33Q: 3 clusters Score -2095628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2095643.875000 Penalty: 3229.137939
	Iteration 34Q: 3 clusters Score -2095644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2095659.125000 Penalty: 3229.137939
	Iteration 35Q: 3 clusters Score -2095659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2095656.500000 Penalty: 3229.137939
	Iteration 36Q: 3 clusters Score -2095656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2095664.125000 Penalty: 3229.137939
	Iteration 37Q: 3 clusters Score -2095664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2095676.625000 Penalty: 3229.137939
	Iteration 38Q: 3 clusters Score -2095677 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2095689.500000 Penalty: 3229.137939
	Iteration 39Q: 3 clusters Score -2095690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2095693.375000 Penalty: 3229.137939
	Iteration 40F: 3 clusters Score -2095693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2095707.500000 Penalty: 3229.137939
	Iteration 41Q: 3 clusters Score -2095708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2095708.000000 Penalty: 3229.137939
	Iteration 42Q: 3 clusters Score -2095708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2095717.750000 Penalty: 3229.137939
	Iteration 43Q: 3 clusters Score -2095718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2095724.375000 Penalty: 3229.137939
	Iteration 44Q: 3 clusters Score -2095724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2095736.875000 Penalty: 3229.137939
	Iteration 45Q: 3 clusters Score -2095737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2095742.625000 Penalty: 3229.137939
	Iteration 46Q: 3 clusters Score -2095743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2095742.250000 Penalty: 3229.137939
	Iteration 47Q: 3 clusters Score -2095742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2095749.500000 Penalty: 3229.137939
	Iteration 48Q: 3 clusters Score -2095750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2095751.500000 Penalty: 3229.137939
	Iteration 49Q: 3 clusters Score -2095752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2095756.375000 Penalty: 3229.137939
	Iteration 50Q: 3 clusters Score -2095756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2095759.625000 Penalty: 3229.137939
	Iteration 51Q: 3 clusters Score -2095760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2095767.500000 Penalty: 3229.137939
	Iteration 52Q: 3 clusters Score -2095768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2095772.000000 Penalty: 3229.137939
	Iteration 53Q: 3 clusters Score -2095772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2095778.375000 Penalty: 3229.137939
	Iteration 54Q: 3 clusters Score -2095778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2095780.500000 Penalty: 3229.137939
	Iteration 55Q: 3 clusters Score -2095780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2095782.625000 Penalty: 3229.137939
	Iteration 56Q: 3 clusters Score -2095783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2095785.625000 Penalty: 3229.137939
	Iteration 57Q: 3 clusters Score -2095786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2095783.250000 Penalty: 3229.137939
	Iteration 58Q: 3 clusters Score -2095783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2095788.500000 Penalty: 3229.137939
	Iteration 59Q: 3 clusters Score -2095788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2095793.250000 Penalty: 3229.137939
	Iteration 60F: 3 clusters Score -2095793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2095800.625000 Penalty: 3229.137939
	Iteration 61Q: 3 clusters Score -2095801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2095805.875000 Penalty: 3229.137939
	Iteration 62Q: 3 clusters Score -2095806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2095815.000000 Penalty: 3229.137939
	Iteration 63Q: 3 clusters Score -2095815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2095816.500000 Penalty: 3229.137939
	Iteration 64Q: 3 clusters Score -2095816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2095816.125000 Penalty: 3229.137939
	Iteration 65Q: 3 clusters Score -2095816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2095826.875000 Penalty: 3229.137939
	Iteration 66Q: 3 clusters Score -2095827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2095828.500000 Penalty: 3229.137939
	Iteration 67Q: 3 clusters Score -2095828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2095828.625000 Penalty: 3229.137939
	Iteration 68Q: 3 clusters Score -2095829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2095839.625000 Penalty: 3229.137939
	Iteration 69Q: 3 clusters Score -2095840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2095844.625000 Penalty: 3229.137939
	Iteration 70Q: 3 clusters Score -2095845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2095858.000000 Penalty: 3229.137939
	Iteration 71Q: 3 clusters Score -2095858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2095865.000000 Penalty: 3229.137939
	Iteration 72Q: 3 clusters Score -2095865 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2095878.500000 Penalty: 3229.137939
	Iteration 73Q: 3 clusters Score -2095878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2095881.500000 Penalty: 3229.137939
	Iteration 74Q: 3 clusters Score -2095882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2095891.125000 Penalty: 3229.137939
	Iteration 75Q: 3 clusters Score -2095891 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2095899.625000 Penalty: 3229.137939
	Iteration 76Q: 3 clusters Score -2095900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2095904.000000 Penalty: 3229.137939
	Iteration 77Q: 3 clusters Score -2095904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2095910.750000 Penalty: 3229.137939
	Iteration 78Q: 3 clusters Score -2095911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2095912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2095919.500000 Penalty: 3229.137939
	Iteration 80F: 3 clusters Score -2095920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2095928.500000 Penalty: 3229.137939
	Iteration 81Q: 3 clusters Score -2095928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2095937.750000 Penalty: 3229.137939
	Iteration 82Q: 3 clusters Score -2095938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2095953.875000 Penalty: 3229.137939
	Iteration 83Q: 3 clusters Score -2095954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2095956.875000 Penalty: 3229.137939
	Iteration 84Q: 3 clusters Score -2095957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2095963.250000 Penalty: 3229.137939
	Iteration 85Q: 3 clusters Score -2095963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2095971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2095984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2095992.000000 Penalty: 3229.137939
	Iteration 88Q: 3 clusters Score -2095992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2096000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2096009.250000 Penalty: 3229.137939
	Iteration 90Q: 3 clusters Score -2096009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2096015.250000 Penalty: 3229.137939
	Iteration 91Q: 3 clusters Score -2096015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2096028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2096030.750000 Penalty: 3229.137939
	Iteration 93Q: 3 clusters Score -2096031 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2096045.500000 Penalty: 3229.137939
	Iteration 94Q: 3 clusters Score -2096046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2096053 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2096076 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2096088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2096105.000000 Penalty: 3229.137939
	Iteration 98Q: 3 clusters Score -2096105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2096113.875000 Penalty: 3229.137939
	Iteration 99Q: 3 clusters Score -2096114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2096132.125000 Penalty: 3229.137939
	Iteration 100F: 3 clusters Score -2096132 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2096145.500000 Penalty: 3229.137939
	Iteration 101Q: 3 clusters Score -2096146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2096154.625000 Penalty: 3229.137939
	Iteration 102Q: 3 clusters Score -2096155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2096164.000000 Penalty: 3229.137939
	Iteration 103Q: 3 clusters Score -2096164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2096187.250000 Penalty: 3229.137939
	Iteration 104Q: 3 clusters Score -2096187 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2096208.625000 Penalty: 3229.137939
	Iteration 105Q: 3 clusters Score -2096209 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2096225.375000 Penalty: 3229.137939
	Iteration 106Q: 3 clusters Score -2096225 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2096244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2096272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2096284 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2096305 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2096328.625000 Penalty: 3229.137939
	Iteration 111Q: 3 clusters Score -2096329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2096351.500000 Penalty: 3229.137939
	Iteration 112Q: 3 clusters Score -2096352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2096370 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2096405 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2096437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2096464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2096492 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2096519 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2096547 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2096569 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2096602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2096627 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2096641.750000 Penalty: 3229.137939
	Iteration 123Q: 3 clusters Score -2096642 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2096664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2096693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2096719 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2096746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2096778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2096805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2096824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2096858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2096884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2096905.000000 Penalty: 3229.137939
	Iteration 133Q: 3 clusters Score -2096905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2096925 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2096950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2096985 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2097000 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2097032.500000 Penalty: 3229.137939
	Iteration 138Q: 3 clusters Score -2097032 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2097041.500000 Penalty: 3229.137939
	Iteration 139Q: 3 clusters Score -2097042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2097058.000000 Penalty: 3229.137939
	Iteration 140F: 3 clusters Score -2097058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2097084 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2097097 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2097117.625000 Penalty: 3229.137939
	Iteration 143Q: 3 clusters Score -2097118 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2097133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2097150.375000 Penalty: 3229.137939
	Iteration 145Q: 3 clusters Score -2097150 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2097162.500000 Penalty: 3229.137939
	Iteration 146Q: 3 clusters Score -2097162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2097171.750000 Penalty: 3229.137939
	Iteration 147Q: 3 clusters Score -2097172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2097175.500000 Penalty: 3229.137939
	Iteration 148Q: 3 clusters Score -2097176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2097180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2097191.250000 Penalty: 3229.137939
	Iteration 150Q: 3 clusters Score -2097191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2097196.750000 Penalty: 3229.137939
	Iteration 151Q: 3 clusters Score -2097197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2097211.000000 Penalty: 3229.137939
	Iteration 152Q: 3 clusters Score -2097211 nChanged 41
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Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2097215 nChanged 48
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Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2097234 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18327 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2097247 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2097256 nChanged 46
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Mstep: Class 1 contains 18416 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2097265 nChanged 53
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Mstep: Class 1 contains 18469 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2097278 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18516 members 
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Entering Unmasked Estep 
Score: -2097289.250000 Penalty: 3229.137939
	Iteration 159Q: 3 clusters Score -2097289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2097290.000000 Penalty: 3229.137939
	Iteration 160F: 3 clusters Score -2097290 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2097304 nChanged 41
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Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2097311 nChanged 50
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Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2097324.750000 Penalty: 3229.137939
	Iteration 163Q: 3 clusters Score -2097325 nChanged 59
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Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2097334.750000 Penalty: 3229.137939
	Iteration 164Q: 3 clusters Score -2097335 nChanged 49
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Mstep: Class 1 contains 18793 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2097345 nChanged 43
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Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2097360 nChanged 31
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Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2097361.000000 Penalty: 3229.137939
	Iteration 167Q: 3 clusters Score -2097361 nChanged 40
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Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2097373 nChanged 30
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Mstep: Class 1 contains 18937 members 
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Entering Unmasked Estep 
Score: -2097382.000000 Penalty: 3229.137939
	Iteration 169Q: 3 clusters Score -2097382 nChanged 35
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Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2097387 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2097396.250000 Penalty: 3229.137939
	Iteration 171Q: 3 clusters Score -2097396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2097402.000000 Penalty: 3229.137939
	Iteration 172Q: 3 clusters Score -2097402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2097406.000000 Penalty: 3229.137939
	Iteration 173Q: 3 clusters Score -2097406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2097407.750000 Penalty: 3229.137939
	Iteration 174Q: 3 clusters Score -2097408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2097418.500000 Penalty: 3229.137939
	Iteration 175Q: 3 clusters Score -2097418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2097422.250000 Penalty: 3229.137939
	Iteration 176Q: 3 clusters Score -2097422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2097422.750000 Penalty: 3229.137939
	Iteration 177Q: 3 clusters Score -2097423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2097429.750000 Penalty: 3229.137939
	Iteration 178Q: 3 clusters Score -2097430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2097437.500000 Penalty: 3229.137939
	Iteration 179Q: 3 clusters Score -2097438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2097438.000000 Penalty: 3229.137939
	Iteration 180F: 3 clusters Score -2097438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2097439.000000 Penalty: 3229.137939
	Iteration 181Q: 3 clusters Score -2097439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2097442.750000 Penalty: 3229.137939
	Iteration 182Q: 3 clusters Score -2097443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2097445.000000 Penalty: 3229.137939
	Iteration 183Q: 3 clusters Score -2097445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2097448.500000 Penalty: 3229.137939
	Iteration 184Q: 3 clusters Score -2097448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2097454.500000 Penalty: 3229.137939
	Iteration 185Q: 3 clusters Score -2097454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2097457.750000 Penalty: 3229.137939
	Iteration 186Q: 3 clusters Score -2097458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2097456.500000 Penalty: 3229.137939
	Iteration 187Q: 3 clusters Score -2097456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2097463.500000 Penalty: 3229.137939
	Iteration 188Q: 3 clusters Score -2097464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2097463.250000 Penalty: 3229.137939
	Iteration 189Q: 3 clusters Score -2097463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2097462.750000 Penalty: 3229.137939
	Iteration 190Q: 3 clusters Score -2097463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2097465.000000 Penalty: 3229.137939
	Iteration 191Q: 3 clusters Score -2097465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2097465.750000 Penalty: 3229.137939
	Iteration 192Q: 3 clusters Score -2097466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2097468.250000 Penalty: 3229.137939
	Iteration 193Q: 3 clusters Score -2097468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2097472.500000 Penalty: 3229.137939
	Iteration 194Q: 3 clusters Score -2097472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2097470.500000 Penalty: 3229.137939
	Iteration 195Q: 3 clusters Score -2097470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2097471.000000 Penalty: 3229.137939
	Iteration 196Q: 3 clusters Score -2097471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2097470.250000 Penalty: 3229.137939
	Iteration 197Q: 3 clusters Score -2097470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2097474.750000 Penalty: 3229.137939
	Iteration 198Q: 3 clusters Score -2097475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2097476.250000 Penalty: 3229.137939
	Iteration 199Q: 3 clusters Score -2097476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2097477.000000 Penalty: 3229.137939
	Iteration 200F: 3 clusters Score -2097477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2097479.750000 Penalty: 3229.137939
	Iteration 201Q: 3 clusters Score -2097480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2097481.000000 Penalty: 3229.137939
	Iteration 202Q: 3 clusters Score -2097481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2097479.000000 Penalty: 3229.137939
	Iteration 203Q: 3 clusters Score -2097479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2097479.000000 Penalty: 3229.137939
	Iteration 204F: 3 clusters Score -2097479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -127533.289062 Penalty: 1171.997925
	Iteration 0F: 2 clusters Score -127533.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -125894.953125 Penalty: 2343.995850
	Iteration 0F: 3 clusters Score -125895 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126247.609375 Penalty: 2343.995850
	Iteration 1F: 3 clusters Score -126247.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -126324.593750 Penalty: 2343.995850
	Iteration 2F: 3 clusters Score -126324.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -126380.742188 Penalty: 2343.995850
	Iteration 3Q: 3 clusters Score -126380.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126422.273438 Penalty: 2343.995850
	Iteration 4Q: 3 clusters Score -126422.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126440.828125 Penalty: 2343.995850
	Iteration 5Q: 3 clusters Score -126440.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126455.679688 Penalty: 2343.995850
	Iteration 6Q: 3 clusters Score -126455.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126470.859375 Penalty: 2343.995850
	Iteration 7Q: 3 clusters Score -126470.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126483.718750 Penalty: 2343.995850
	Iteration 8Q: 3 clusters Score -126483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -126488.296875 Penalty: 2343.995850
	Iteration 9Q: 3 clusters Score -126488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126491.500000 Penalty: 2343.995850
	Iteration 10Q: 3 clusters Score -126491.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126495.382812 Penalty: 2343.995850
	Iteration 11Q: 3 clusters Score -126495.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -126499.859375 Penalty: 2343.995850
	Iteration 12Q: 3 clusters Score -126499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126503.835938 Penalty: 2343.995850
	Iteration 13Q: 3 clusters Score -126503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126505.695312 Penalty: 2343.995850
	Iteration 14Q: 3 clusters Score -126505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126506.734375 Penalty: 2343.995850
	Iteration 15Q: 3 clusters Score -126506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126507.773438 Penalty: 2343.995850
	Iteration 16Q: 3 clusters Score -126507.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126507.773438 Penalty: 2343.995850
	Iteration 17F: 3 clusters Score -126507.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Entering Unmasked Estep 
Score: -608483.937500 Penalty: 1422.166016
	Iteration 0F: 2 clusters Score -608483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -603703.312500 Penalty: 2844.332031
	Iteration 0F: 3 clusters Score -603703.3 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -605173.562500 Penalty: 2844.332031
	Iteration 1F: 3 clusters Score -605173.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -605462.812500 Penalty: 2844.332031
	Iteration 2F: 3 clusters Score -605462.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -605704.250000 Penalty: 2844.332031
	Iteration 3F: 3 clusters Score -605704.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -605929.375000 Penalty: 2844.332031
	Iteration 4F: 3 clusters Score -605929.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -606108.187500 Penalty: 2844.332031
	Iteration 5Q: 3 clusters Score -606108.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -606274.437500 Penalty: 2844.332031
	Iteration 6Q: 3 clusters Score -606274.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -606387.125000 Penalty: 2844.332031
	Iteration 7Q: 3 clusters Score -606387.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -606473.250000 Penalty: 2844.332031
	Iteration 8Q: 3 clusters Score -606473.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -606557.250000 Penalty: 2844.332031
	Iteration 9Q: 3 clusters Score -606557.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -606645.750000 Penalty: 2844.332031
	Iteration 10Q: 3 clusters Score -606645.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -606716.125000 Penalty: 2844.332031
	Iteration 11Q: 3 clusters Score -606716.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -606758.937500 Penalty: 2844.332031
	Iteration 12Q: 3 clusters Score -606758.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -606793.625000 Penalty: 2844.332031
	Iteration 13Q: 3 clusters Score -606793.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -606820.750000 Penalty: 2844.332031
	Iteration 14Q: 3 clusters Score -606820.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -606837.375000 Penalty: 2844.332031
	Iteration 15Q: 3 clusters Score -606837.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -606857.625000 Penalty: 2844.332031
	Iteration 16Q: 3 clusters Score -606857.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -606884.062500 Penalty: 2844.332031
	Iteration 17Q: 3 clusters Score -606884.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -606911.687500 Penalty: 2844.332031
	Iteration 18Q: 3 clusters Score -606911.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -606930.812500 Penalty: 2844.332031
	Iteration 19Q: 3 clusters Score -606930.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -606945.250000 Penalty: 2844.332031
	Iteration 20F: 3 clusters Score -606945.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -606961.000000 Penalty: 2844.332031
	Iteration 21Q: 3 clusters Score -606961 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -606978.125000 Penalty: 2844.332031
	Iteration 22Q: 3 clusters Score -606978.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -606992.187500 Penalty: 2844.332031
	Iteration 23Q: 3 clusters Score -606992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -607001.187500 Penalty: 2844.332031
	Iteration 24Q: 3 clusters Score -607001.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -607007.312500 Penalty: 2844.332031
	Iteration 25Q: 3 clusters Score -607007.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -607021.250000 Penalty: 2844.332031
	Iteration 26Q: 3 clusters Score -607021.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -607037.125000 Penalty: 2844.332031
	Iteration 27Q: 3 clusters Score -607037.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -607047.875000 Penalty: 2844.332031
	Iteration 28Q: 3 clusters Score -607047.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -607058.437500 Penalty: 2844.332031
	Iteration 29Q: 3 clusters Score -607058.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -607067.187500 Penalty: 2844.332031
	Iteration 30Q: 3 clusters Score -607067.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -607075.812500 Penalty: 2844.332031
	Iteration 31Q: 3 clusters Score -607075.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -607084.000000 Penalty: 2844.332031
	Iteration 32Q: 3 clusters Score -607084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -607090.750000 Penalty: 2844.332031
	Iteration 33Q: 3 clusters Score -607090.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -607096.750000 Penalty: 2844.332031
	Iteration 34Q: 3 clusters Score -607096.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -607100.875000 Penalty: 2844.332031
	Iteration 35Q: 3 clusters Score -607100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -607103.375000 Penalty: 2844.332031
	Iteration 36Q: 3 clusters Score -607103.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -607107.687500 Penalty: 2844.332031
	Iteration 37Q: 3 clusters Score -607107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -607110.125000 Penalty: 2844.332031
	Iteration 38Q: 3 clusters Score -607110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -607110.812500 Penalty: 2844.332031
	Iteration 39Q: 3 clusters Score -607110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -607110.937500 Penalty: 2844.332031
	Iteration 40F: 3 clusters Score -607110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -607112.500000 Penalty: 2844.332031
	Iteration 41Q: 3 clusters Score -607112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -607112.375000 Penalty: 2844.332031
	Iteration 42Q: 3 clusters Score -607112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -607114.375000 Penalty: 2844.332031
	Iteration 43Q: 3 clusters Score -607114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -607115.937500 Penalty: 2844.332031
	Iteration 44Q: 3 clusters Score -607115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -607116.937500 Penalty: 2844.332031
	Iteration 45Q: 3 clusters Score -607116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -607116.937500 Penalty: 2844.332031
	Iteration 46F: 3 clusters Score -607116.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Entering Unmasked Estep 
Score: -1391948.250000 Penalty: 1553.478882
	Iteration 0F: 2 clusters Score -1391948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1382047.375000 Penalty: 3106.957764
	Iteration 0F: 3 clusters Score -1382047 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1385485.750000 Penalty: 3106.957764
	Iteration 1F: 3 clusters Score -1385486 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1385802.750000 Penalty: 3106.957764
	Iteration 2F: 3 clusters Score -1385803 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1386093.250000 Penalty: 3106.957764
	Iteration 3Q: 3 clusters Score -1386093 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1386377.375000 Penalty: 3106.957764
	Iteration 4Q: 3 clusters Score -1386377 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1386671.875000 Penalty: 3106.957764
	Iteration 5Q: 3 clusters Score -1386672 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1386988.375000 Penalty: 3106.957764
	Iteration 6Q: 3 clusters Score -1386988 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1387388.125000 Penalty: 3106.957764
	Iteration 7Q: 3 clusters Score -1387388 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1387824.875000 Penalty: 3106.957764
	Iteration 8F: 3 clusters Score -1387825 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1388283.250000 Penalty: 3106.957764
	Iteration 9Q: 3 clusters Score -1388283 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1388787.250000 Penalty: 3106.957764
	Iteration 10Q: 3 clusters Score -1388787 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1389255.625000 Penalty: 3106.957764
	Iteration 11Q: 3 clusters Score -1389256 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1389515.875000 Penalty: 3106.957764
	Iteration 12Q: 3 clusters Score -1389516 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1389696.000000 Penalty: 3106.957764
	Iteration 13Q: 3 clusters Score -1389696 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1389801.000000 Penalty: 3106.957764
	Iteration 14Q: 3 clusters Score -1389801 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1389881.625000 Penalty: 3106.957764
	Iteration 15Q: 3 clusters Score -1389882 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1389957.500000 Penalty: 3106.957764
	Iteration 16Q: 3 clusters Score -1389958 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1390015.000000 Penalty: 3106.957764
	Iteration 17Q: 3 clusters Score -1390015 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1390074.750000 Penalty: 3106.957764
	Iteration 18Q: 3 clusters Score -1390075 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1390149.000000 Penalty: 3106.957764
	Iteration 19Q: 3 clusters Score -1390149 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1390219.250000 Penalty: 3106.957764
	Iteration 20F: 3 clusters Score -1390219 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1390275.250000 Penalty: 3106.957764
	Iteration 21Q: 3 clusters Score -1390275 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1390336.125000 Penalty: 3106.957764
	Iteration 22Q: 3 clusters Score -1390336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1390399.125000 Penalty: 3106.957764
	Iteration 23Q: 3 clusters Score -1390399 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1390457.625000 Penalty: 3106.957764
	Iteration 24Q: 3 clusters Score -1390458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1390495.250000 Penalty: 3106.957764
	Iteration 25Q: 3 clusters Score -1390495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1390550.375000 Penalty: 3106.957764
	Iteration 26Q: 3 clusters Score -1390550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1390584.500000 Penalty: 3106.957764
	Iteration 27Q: 3 clusters Score -1390584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1390607.125000 Penalty: 3106.957764
	Iteration 28Q: 3 clusters Score -1390607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1390636.250000 Penalty: 3106.957764
	Iteration 29Q: 3 clusters Score -1390636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1390654.375000 Penalty: 3106.957764
	Iteration 30Q: 3 clusters Score -1390654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1390664.000000 Penalty: 3106.957764
	Iteration 31Q: 3 clusters Score -1390664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1390682.875000 Penalty: 3106.957764
	Iteration 32Q: 3 clusters Score -1390683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1390699.000000 Penalty: 3106.957764
	Iteration 33Q: 3 clusters Score -1390699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1390713.000000 Penalty: 3106.957764
	Iteration 34Q: 3 clusters Score -1390713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1390719.875000 Penalty: 3106.957764
	Iteration 35Q: 3 clusters Score -1390720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1390723.625000 Penalty: 3106.957764
	Iteration 36Q: 3 clusters Score -1390724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1390728.750000 Penalty: 3106.957764
	Iteration 37Q: 3 clusters Score -1390729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1390739.125000 Penalty: 3106.957764
	Iteration 38Q: 3 clusters Score -1390739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1390743.375000 Penalty: 3106.957764
	Iteration 39Q: 3 clusters Score -1390743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1390742.000000 Penalty: 3106.957764
	Iteration 40F: 3 clusters Score -1390742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1390748.250000 Penalty: 3106.957764
	Iteration 41Q: 3 clusters Score -1390748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1390751.000000 Penalty: 3106.957764
	Iteration 42Q: 3 clusters Score -1390751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1390755.375000 Penalty: 3106.957764
	Iteration 43Q: 3 clusters Score -1390755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1390755.250000 Penalty: 3106.957764
	Iteration 44Q: 3 clusters Score -1390755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1390758.875000 Penalty: 3106.957764
	Iteration 45Q: 3 clusters Score -1390759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1390758.875000 Penalty: 3106.957764
	Iteration 46F: 3 clusters Score -1390759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Entering Unmasked Estep 
Score: -4306779.500000 Penalty: 1734.624756
	Iteration 0F: 2 clusters Score -4306780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4277878.500000 Penalty: 3469.249512
	Iteration 0F: 3 clusters Score -4277878 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4289506.000000 Penalty: 3469.249512
	Iteration 1F: 3 clusters Score -4289506 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4290338.000000 Penalty: 3469.249512
	Iteration 2Q: 3 clusters Score -4290338 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4291604.500000 Penalty: 3469.249512
	Iteration 3F: 3 clusters Score -4291604 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4293475.500000 Penalty: 3469.249512
	Iteration 4F: 3 clusters Score -4293476 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4295934.000000 Penalty: 3469.249512
	Iteration 5F: 3 clusters Score -4295934 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4298718.500000 Penalty: 3469.249512
	Iteration 6F: 3 clusters Score -4298718 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4301229.000000 Penalty: 3469.249512
	Iteration 7F: 3 clusters Score -4301229 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4303143.000000 Penalty: 3469.249512
	Iteration 8Q: 3 clusters Score -4303143 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4304237.000000 Penalty: 3469.249512
	Iteration 9Q: 3 clusters Score -4304237 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4304768.000000 Penalty: 3469.249512
	Iteration 10Q: 3 clusters Score -4304768 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4305007.000000 Penalty: 3469.249512
	Iteration 11Q: 3 clusters Score -4305007 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4305125.000000 Penalty: 3469.249512
	Iteration 12Q: 3 clusters Score -4305125 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4305190.000000 Penalty: 3469.249512
	Iteration 13Q: 3 clusters Score -4305190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4305234.500000 Penalty: 3469.249512
	Iteration 14Q: 3 clusters Score -4305234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4305266.500000 Penalty: 3469.249512
	Iteration 15Q: 3 clusters Score -4305266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4305281.000000 Penalty: 3469.249512
	Iteration 16Q: 3 clusters Score -4305281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4305297.000000 Penalty: 3469.249512
	Iteration 17Q: 3 clusters Score -4305297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4305303.000000 Penalty: 3469.249512
	Iteration 18Q: 3 clusters Score -4305303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4305308.500000 Penalty: 3469.249512
	Iteration 19Q: 3 clusters Score -4305308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4305307.500000 Penalty: 3469.249512
	Iteration 20F: 3 clusters Score -4305308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4305312.000000 Penalty: 3469.249512
	Iteration 21Q: 3 clusters Score -4305312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4305312.000000 Penalty: 3469.249512
	Iteration 22F: 3 clusters Score -4305312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -620132.562500 Penalty: 1427.625366
	Iteration 0F: 2 clusters Score -620132.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -615241.187500 Penalty: 2855.250732
	Iteration 0F: 3 clusters Score -615241.2 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -616864.437500 Penalty: 2855.250732
	Iteration 1F: 3 clusters Score -616864.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -617301.250000 Penalty: 2855.250732
	Iteration 2F: 3 clusters Score -617301.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -617692.250000 Penalty: 2855.250732
	Iteration 3F: 3 clusters Score -617692.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -618027.937500 Penalty: 2855.250732
	Iteration 4F: 3 clusters Score -618027.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -618329.625000 Penalty: 2855.250732
	Iteration 5F: 3 clusters Score -618329.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -618604.375000 Penalty: 2855.250732
	Iteration 6F: 3 clusters Score -618604.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -618868.000000 Penalty: 2855.250732
	Iteration 7Q: 3 clusters Score -618868 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -619100.500000 Penalty: 2855.250732
	Iteration 8Q: 3 clusters Score -619100.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -619314.375000 Penalty: 2855.250732
	Iteration 9Q: 3 clusters Score -619314.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -619440.812500 Penalty: 2855.250732
	Iteration 10Q: 3 clusters Score -619440.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -619499.312500 Penalty: 2855.250732
	Iteration 11Q: 3 clusters Score -619499.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -619535.000000 Penalty: 2855.250732
	Iteration 12Q: 3 clusters Score -619535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -619565.687500 Penalty: 2855.250732
	Iteration 13Q: 3 clusters Score -619565.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -619585.312500 Penalty: 2855.250732
	Iteration 14Q: 3 clusters Score -619585.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -619595.500000 Penalty: 2855.250732
	Iteration 15Q: 3 clusters Score -619595.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -619603.375000 Penalty: 2855.250732
	Iteration 16Q: 3 clusters Score -619603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -619609.250000 Penalty: 2855.250732
	Iteration 17Q: 3 clusters Score -619609.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -619612.437500 Penalty: 2855.250732
	Iteration 18Q: 3 clusters Score -619612.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -619615.437500 Penalty: 2855.250732
	Iteration 19Q: 3 clusters Score -619615.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -619620.000000 Penalty: 2855.250732
	Iteration 20F: 3 clusters Score -619620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -619623.375000 Penalty: 2855.250732
	Iteration 21Q: 3 clusters Score -619623.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -619627.625000 Penalty: 2855.250732
	Iteration 22Q: 3 clusters Score -619627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -619628.062500 Penalty: 2855.250732
	Iteration 23Q: 3 clusters Score -619628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -619630.250000 Penalty: 2855.250732
	Iteration 24Q: 3 clusters Score -619630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -619630.000000 Penalty: 2855.250732
	Iteration 25Q: 3 clusters Score -619630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -619630.562500 Penalty: 2855.250732
	Iteration 26Q: 3 clusters Score -619630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -619630.875000 Penalty: 2855.250732
	Iteration 27Q: 3 clusters Score -619630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -619631.375000 Penalty: 2855.250732
	Iteration 28Q: 3 clusters Score -619631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -619631.812500 Penalty: 2855.250732
	Iteration 29Q: 3 clusters Score -619631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -619632.812500 Penalty: 2855.250732
	Iteration 30Q: 3 clusters Score -619632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -619632.625000 Penalty: 2855.250732
	Iteration 31Q: 3 clusters Score -619632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -619632.937500 Penalty: 2855.250732
	Iteration 32Q: 3 clusters Score -619632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -619632.125000 Penalty: 2855.250732
	Iteration 33Q: 3 clusters Score -619632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -619632.125000 Penalty: 2855.250732
	Iteration 34F: 3 clusters Score -619632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -98781.898438 Penalty: 1148.300903
	Iteration 0F: 2 clusters Score -98781.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97271.765625 Penalty: 2296.601807
	Iteration 0F: 3 clusters Score -97271.77 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97582.148438 Penalty: 2296.601807
	Iteration 1F: 3 clusters Score -97582.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97665.187500 Penalty: 2296.601807
	Iteration 2F: 3 clusters Score -97665.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -97721.132812 Penalty: 2296.601807
	Iteration 3Q: 3 clusters Score -97721.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -97751.046875 Penalty: 2296.601807
	Iteration 4Q: 3 clusters Score -97751.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -97778.187500 Penalty: 2296.601807
	Iteration 5Q: 3 clusters Score -97778.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -97789.484375 Penalty: 2296.601807
	Iteration 6Q: 3 clusters Score -97789.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -97798.007812 Penalty: 2296.601807
	Iteration 7Q: 3 clusters Score -97798.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -97805.312500 Penalty: 2296.601807
	Iteration 8Q: 3 clusters Score -97805.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -97809.125000 Penalty: 2296.601807
	Iteration 9Q: 3 clusters Score -97809.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -97815.515625 Penalty: 2296.601807
	Iteration 10Q: 3 clusters Score -97815.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -97824.429688 Penalty: 2296.601807
	Iteration 11Q: 3 clusters Score -97824.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -97834.781250 Penalty: 2296.601807
	Iteration 12Q: 3 clusters Score -97834.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -97838.257812 Penalty: 2296.601807
	Iteration 13Q: 3 clusters Score -97838.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -97842.140625 Penalty: 2296.601807
	Iteration 14Q: 3 clusters Score -97842.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -97844.820312 Penalty: 2296.601807
	Iteration 15Q: 3 clusters Score -97844.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -97846.585938 Penalty: 2296.601807
	Iteration 16Q: 3 clusters Score -97846.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -97848.492188 Penalty: 2296.601807
	Iteration 17Q: 3 clusters Score -97848.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97850.367188 Penalty: 2296.601807
	Iteration 18Q: 3 clusters Score -97850.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -97851.375000 Penalty: 2296.601807
	Iteration 19Q: 3 clusters Score -97851.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -97851.945312 Penalty: 2296.601807
	Iteration 20F: 3 clusters Score -97851.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Entering Unmasked Estep 
Score: -453174.218750 Penalty: 1382.509155
	Iteration 0F: 2 clusters Score -453174.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -449259.125000 Penalty: 2765.018311
	Iteration 0F: 3 clusters Score -449259.1 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -450461.125000 Penalty: 2765.018311
	Iteration 1F: 3 clusters Score -450461.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -450771.562500 Penalty: 2765.018311
	Iteration 2F: 3 clusters Score -450771.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -451155.093750 Penalty: 2765.018311
	Iteration 3F: 3 clusters Score -451155.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -451623.343750 Penalty: 2765.018311
	Iteration 4F: 3 clusters Score -451623.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -452047.218750 Penalty: 2765.018311
	Iteration 5F: 3 clusters Score -452047.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -452384.187500 Penalty: 2765.018311
	Iteration 6F: 3 clusters Score -452384.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -452648.187500 Penalty: 2765.018311
	Iteration 7Q: 3 clusters Score -452648.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -452790.531250 Penalty: 2765.018311
	Iteration 8Q: 3 clusters Score -452790.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -452866.406250 Penalty: 2765.018311
	Iteration 9Q: 3 clusters Score -452866.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -452913.718750 Penalty: 2765.018311
	Iteration 10Q: 3 clusters Score -452913.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -452942.031250 Penalty: 2765.018311
	Iteration 11Q: 3 clusters Score -452942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -452960.250000 Penalty: 2765.018311
	Iteration 12Q: 3 clusters Score -452960.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -452968.531250 Penalty: 2765.018311
	Iteration 13Q: 3 clusters Score -452968.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -452975.875000 Penalty: 2765.018311
	Iteration 14Q: 3 clusters Score -452975.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -452982.000000 Penalty: 2765.018311
	Iteration 15Q: 3 clusters Score -452982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -452987.093750 Penalty: 2765.018311
	Iteration 16Q: 3 clusters Score -452987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -452988.187500 Penalty: 2765.018311
	Iteration 17Q: 3 clusters Score -452988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -452988.750000 Penalty: 2765.018311
	Iteration 18Q: 3 clusters Score -452988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -452991.531250 Penalty: 2765.018311
	Iteration 19Q: 3 clusters Score -452991.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -452991.250000 Penalty: 2765.018311
	Iteration 20F: 3 clusters Score -452991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -452991.562500 Penalty: 2765.018311
	Iteration 21Q: 3 clusters Score -452991.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -452991.562500 Penalty: 2765.018311
	Iteration 22F: 3 clusters Score -452991.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Entering Unmasked Estep 
Score: -2351408.000000 Penalty: 1639.086060
	Iteration 0F: 2 clusters Score -2351408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2335156.500000 Penalty: 3278.172119
	Iteration 0F: 3 clusters Score -2335156 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2341221.250000 Penalty: 3278.172119
	Iteration 1F: 3 clusters Score -2341221 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2341758.750000 Penalty: 3278.172119
	Iteration 2F: 3 clusters Score -2341759 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2342390.750000 Penalty: 3278.172119
	Iteration 3F: 3 clusters Score -2342391 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2343156.500000 Penalty: 3278.172119
	Iteration 4F: 3 clusters Score -2343156 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2344136.250000 Penalty: 3278.172119
	Iteration 5F: 3 clusters Score -2344136 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2345303.500000 Penalty: 3278.172119
	Iteration 6F: 3 clusters Score -2345304 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2346376.000000 Penalty: 3278.172119
	Iteration 7F: 3 clusters Score -2346376 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2347164.500000 Penalty: 3278.172119
	Iteration 8F: 3 clusters Score -2347164 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2347650.250000 Penalty: 3278.172119
	Iteration 9Q: 3 clusters Score -2347650 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2347931.500000 Penalty: 3278.172119
	Iteration 10Q: 3 clusters Score -2347932 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2348110.250000 Penalty: 3278.172119
	Iteration 11Q: 3 clusters Score -2348110 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2348221.750000 Penalty: 3278.172119
	Iteration 12Q: 3 clusters Score -2348222 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2348295.250000 Penalty: 3278.172119
	Iteration 13Q: 3 clusters Score -2348295 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2348384.250000 Penalty: 3278.172119
	Iteration 14Q: 3 clusters Score -2348384 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2348499.750000 Penalty: 3278.172119
	Iteration 15Q: 3 clusters Score -2348500 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2348627.250000 Penalty: 3278.172119
	Iteration 16Q: 3 clusters Score -2348627 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2348794.750000 Penalty: 3278.172119
	Iteration 17Q: 3 clusters Score -2348795 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2349003.000000 Penalty: 3278.172119
	Iteration 18Q: 3 clusters Score -2349003 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2349248.000000 Penalty: 3278.172119
	Iteration 19Q: 3 clusters Score -2349248 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2349488.750000 Penalty: 3278.172119
	Iteration 20F: 3 clusters Score -2349489 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2349721.000000 Penalty: 3278.172119
	Iteration 21Q: 3 clusters Score -2349721 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2349922.000000 Penalty: 3278.172119
	Iteration 22Q: 3 clusters Score -2349922 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2350081.500000 Penalty: 3278.172119
	Iteration 23Q: 3 clusters Score -2350082 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2350191.750000 Penalty: 3278.172119
	Iteration 24Q: 3 clusters Score -2350192 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2350272.500000 Penalty: 3278.172119
	Iteration 25Q: 3 clusters Score -2350272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2350367.500000 Penalty: 3278.172119
	Iteration 26Q: 3 clusters Score -2350368 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2350416.000000 Penalty: 3278.172119
	Iteration 27Q: 3 clusters Score -2350416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2350490.000000 Penalty: 3278.172119
	Iteration 28Q: 3 clusters Score -2350490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2350540.250000 Penalty: 3278.172119
	Iteration 29Q: 3 clusters Score -2350540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2350578.750000 Penalty: 3278.172119
	Iteration 30Q: 3 clusters Score -2350579 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2350612.000000 Penalty: 3278.172119
	Iteration 31Q: 3 clusters Score -2350612 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2350645.000000 Penalty: 3278.172119
	Iteration 32Q: 3 clusters Score -2350645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2350677.500000 Penalty: 3278.172119
	Iteration 33Q: 3 clusters Score -2350678 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2350698.750000 Penalty: 3278.172119
	Iteration 34Q: 3 clusters Score -2350699 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2350726.500000 Penalty: 3278.172119
	Iteration 35Q: 3 clusters Score -2350726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2350743.000000 Penalty: 3278.172119
	Iteration 36Q: 3 clusters Score -2350743 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2350746.250000 Penalty: 3278.172119
	Iteration 37Q: 3 clusters Score -2350746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2350765.250000 Penalty: 3278.172119
	Iteration 38Q: 3 clusters Score -2350765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2350773.000000 Penalty: 3278.172119
	Iteration 39Q: 3 clusters Score -2350773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2350788.750000 Penalty: 3278.172119
	Iteration 40F: 3 clusters Score -2350789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2350790.500000 Penalty: 3278.172119
	Iteration 41Q: 3 clusters Score -2350790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2350805.000000 Penalty: 3278.172119
	Iteration 42Q: 3 clusters Score -2350805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2350814.000000 Penalty: 3278.172119
	Iteration 43Q: 3 clusters Score -2350814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2350816.750000 Penalty: 3278.172119
	Iteration 44Q: 3 clusters Score -2350817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2350829.000000 Penalty: 3278.172119
	Iteration 45Q: 3 clusters Score -2350829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2350836.500000 Penalty: 3278.172119
	Iteration 46Q: 3 clusters Score -2350836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2350846.750000 Penalty: 3278.172119
	Iteration 47Q: 3 clusters Score -2350847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2350848.000000 Penalty: 3278.172119
	Iteration 48Q: 3 clusters Score -2350848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2350845.000000 Penalty: 3278.172119
	Iteration 49Q: 3 clusters Score -2350845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2350851.500000 Penalty: 3278.172119
	Iteration 50Q: 3 clusters Score -2350852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2350854.000000 Penalty: 3278.172119
	Iteration 51Q: 3 clusters Score -2350854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2350855.000000 Penalty: 3278.172119
	Iteration 52Q: 3 clusters Score -2350855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2350849.000000 Penalty: 3278.172119
	Iteration 53Q: 3 clusters Score -2350849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2350860.500000 Penalty: 3278.172119
	Iteration 54Q: 3 clusters Score -2350860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2350861.000000 Penalty: 3278.172119
	Iteration 55Q: 3 clusters Score -2350861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2350860.500000 Penalty: 3278.172119
	Iteration 56Q: 3 clusters Score -2350860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2350863.000000 Penalty: 3278.172119
	Iteration 57Q: 3 clusters Score -2350863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2350865.000000 Penalty: 3278.172119
	Iteration 58Q: 3 clusters Score -2350865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2350867.000000 Penalty: 3278.172119
	Iteration 59Q: 3 clusters Score -2350867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2350865.500000 Penalty: 3278.172119
	Iteration 60F: 3 clusters Score -2350866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2350865.750000 Penalty: 3278.172119
	Iteration 61Q: 3 clusters Score -2350866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2350865.250000 Penalty: 3278.172119
	Iteration 62Q: 3 clusters Score -2350865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2350871.000000 Penalty: 3278.172119
	Iteration 63Q: 3 clusters Score -2350871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2350869.750000 Penalty: 3278.172119
	Iteration 64Q: 3 clusters Score -2350870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2350871.000000 Penalty: 3278.172119
	Iteration 65Q: 3 clusters Score -2350871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2350869.000000 Penalty: 3278.172119
	Iteration 66Q: 3 clusters Score -2350869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2350869.250000 Penalty: 3278.172119
	Iteration 67Q: 3 clusters Score -2350869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2350869.500000 Penalty: 3278.172119
	Iteration 68Q: 3 clusters Score -2350870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2350872.000000 Penalty: 3278.172119
	Iteration 69Q: 3 clusters Score -2350872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2350872.500000 Penalty: 3278.172119
	Iteration 70Q: 3 clusters Score -2350872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2350871.500000 Penalty: 3278.172119
	Iteration 71Q: 3 clusters Score -2350872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2350872.250000 Penalty: 3278.172119
	Iteration 72Q: 3 clusters Score -2350872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2350870.000000 Penalty: 3278.172119
	Iteration 73Q: 3 clusters Score -2350870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2350869.500000 Penalty: 3278.172119
	Iteration 74Q: 3 clusters Score -2350870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2350871.000000 Penalty: 3278.172119
	Iteration 75Q: 3 clusters Score -2350871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2350870.000000 Penalty: 3278.172119
	Iteration 76Q: 3 clusters Score -2350870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2350869.750000 Penalty: 3278.172119
	Iteration 77Q: 3 clusters Score -2350870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2350870.750000 Penalty: 3278.172119
	Iteration 78Q: 3 clusters Score -2350871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2350871.500000 Penalty: 3278.172119
	Iteration 79Q: 3 clusters Score -2350872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2350872.250000 Penalty: 3278.172119
	Iteration 80F: 3 clusters Score -2350872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Entering Unmasked Estep 
Score: -871272.750000 Penalty: 1474.274170
	Iteration 0F: 2 clusters Score -871272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -865015.875000 Penalty: 2948.548340
	Iteration 0F: 3 clusters Score -865015.9 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -866924.312500 Penalty: 2948.548340
	Iteration 1F: 3 clusters Score -866924.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -867127.750000 Penalty: 2948.548340
	Iteration 2F: 3 clusters Score -867127.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -867290.000000 Penalty: 2948.548340
	Iteration 3Q: 3 clusters Score -867290 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -867400.062500 Penalty: 2948.548340
	Iteration 4Q: 3 clusters Score -867400.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -867467.625000 Penalty: 2948.548340
	Iteration 5Q: 3 clusters Score -867467.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -867518.250000 Penalty: 2948.548340
	Iteration 6Q: 3 clusters Score -867518.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -867558.687500 Penalty: 2948.548340
	Iteration 7Q: 3 clusters Score -867558.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -867604.750000 Penalty: 2948.548340
	Iteration 8Q: 3 clusters Score -867604.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -867646.562500 Penalty: 2948.548340
	Iteration 9Q: 3 clusters Score -867646.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -867682.750000 Penalty: 2948.548340
	Iteration 10Q: 3 clusters Score -867682.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -867720.937500 Penalty: 2948.548340
	Iteration 11Q: 3 clusters Score -867720.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -867752.562500 Penalty: 2948.548340
	Iteration 12Q: 3 clusters Score -867752.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -867786.062500 Penalty: 2948.548340
	Iteration 13Q: 3 clusters Score -867786.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -867814.375000 Penalty: 2948.548340
	Iteration 14Q: 3 clusters Score -867814.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -867837.812500 Penalty: 2948.548340
	Iteration 15Q: 3 clusters Score -867837.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -867866.625000 Penalty: 2948.548340
	Iteration 16Q: 3 clusters Score -867866.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -867895.250000 Penalty: 2948.548340
	Iteration 17Q: 3 clusters Score -867895.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -867925.062500 Penalty: 2948.548340
	Iteration 18Q: 3 clusters Score -867925.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -867959.375000 Penalty: 2948.548340
	Iteration 19Q: 3 clusters Score -867959.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -867995.312500 Penalty: 2948.548340
	Iteration 20F: 3 clusters Score -867995.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -868049.125000 Penalty: 2948.548340
	Iteration 21Q: 3 clusters Score -868049.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -868115.562500 Penalty: 2948.548340
	Iteration 22Q: 3 clusters Score -868115.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -868188.437500 Penalty: 2948.548340
	Iteration 23Q: 3 clusters Score -868188.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -868271.375000 Penalty: 2948.548340
	Iteration 24Q: 3 clusters Score -868271.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -868360.125000 Penalty: 2948.548340
	Iteration 25Q: 3 clusters Score -868360.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -868453.250000 Penalty: 2948.548340
	Iteration 26Q: 3 clusters Score -868453.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -868557.750000 Penalty: 2948.548340
	Iteration 27Q: 3 clusters Score -868557.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -868668.125000 Penalty: 2948.548340
	Iteration 28Q: 3 clusters Score -868668.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -868749.875000 Penalty: 2948.548340
	Iteration 29Q: 3 clusters Score -868749.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -868833.500000 Penalty: 2948.548340
	Iteration 30Q: 3 clusters Score -868833.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -868909.437500 Penalty: 2948.548340
	Iteration 31Q: 3 clusters Score -868909.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -868989.375000 Penalty: 2948.548340
	Iteration 32Q: 3 clusters Score -868989.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -869050.562500 Penalty: 2948.548340
	Iteration 33Q: 3 clusters Score -869050.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -869116.625000 Penalty: 2948.548340
	Iteration 34Q: 3 clusters Score -869116.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -869185.875000 Penalty: 2948.548340
	Iteration 35Q: 3 clusters Score -869185.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -869249.250000 Penalty: 2948.548340
	Iteration 36Q: 3 clusters Score -869249.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -869308.562500 Penalty: 2948.548340
	Iteration 37Q: 3 clusters Score -869308.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -869382.125000 Penalty: 2948.548340
	Iteration 38Q: 3 clusters Score -869382.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -869446.062500 Penalty: 2948.548340
	Iteration 39Q: 3 clusters Score -869446.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -869497.375000 Penalty: 2948.548340
	Iteration 40F: 3 clusters Score -869497.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -869552.250000 Penalty: 2948.548340
	Iteration 41Q: 3 clusters Score -869552.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -869612.437500 Penalty: 2948.548340
	Iteration 42Q: 3 clusters Score -869612.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -869660.875000 Penalty: 2948.548340
	Iteration 43Q: 3 clusters Score -869660.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -869719.062500 Penalty: 2948.548340
	Iteration 44Q: 3 clusters Score -869719.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -869762.937500 Penalty: 2948.548340
	Iteration 45Q: 3 clusters Score -869762.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -869795.000000 Penalty: 2948.548340
	Iteration 46Q: 3 clusters Score -869795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -869821.500000 Penalty: 2948.548340
	Iteration 47Q: 3 clusters Score -869821.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -869852.000000 Penalty: 2948.548340
	Iteration 48Q: 3 clusters Score -869852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -869872.000000 Penalty: 2948.548340
	Iteration 49Q: 3 clusters Score -869872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -869890.312500 Penalty: 2948.548340
	Iteration 50Q: 3 clusters Score -869890.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -869907.125000 Penalty: 2948.548340
	Iteration 51Q: 3 clusters Score -869907.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -869917.625000 Penalty: 2948.548340
	Iteration 52Q: 3 clusters Score -869917.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -869928.312500 Penalty: 2948.548340
	Iteration 53Q: 3 clusters Score -869928.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -869938.500000 Penalty: 2948.548340
	Iteration 54Q: 3 clusters Score -869938.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -869949.937500 Penalty: 2948.548340
	Iteration 55Q: 3 clusters Score -869949.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -869956.250000 Penalty: 2948.548340
	Iteration 56Q: 3 clusters Score -869956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -869961.625000 Penalty: 2948.548340
	Iteration 57Q: 3 clusters Score -869961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -869971.187500 Penalty: 2948.548340
	Iteration 58Q: 3 clusters Score -869971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -869979.187500 Penalty: 2948.548340
	Iteration 59Q: 3 clusters Score -869979.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -869986.500000 Penalty: 2948.548340
	Iteration 60F: 3 clusters Score -869986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -869991.187500 Penalty: 2948.548340
	Iteration 61Q: 3 clusters Score -869991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -869995.125000 Penalty: 2948.548340
	Iteration 62Q: 3 clusters Score -869995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -869998.937500 Penalty: 2948.548340
	Iteration 63Q: 3 clusters Score -869998.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -870005.250000 Penalty: 2948.548340
	Iteration 64Q: 3 clusters Score -870005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -870013.875000 Penalty: 2948.548340
	Iteration 65Q: 3 clusters Score -870013.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -870019.250000 Penalty: 2948.548340
	Iteration 66Q: 3 clusters Score -870019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -870025.062500 Penalty: 2948.548340
	Iteration 67Q: 3 clusters Score -870025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -870025.812500 Penalty: 2948.548340
	Iteration 68Q: 3 clusters Score -870025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -870031.062500 Penalty: 2948.548340
	Iteration 69Q: 3 clusters Score -870031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -870034.312500 Penalty: 2948.548340
	Iteration 70Q: 3 clusters Score -870034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -870034.562500 Penalty: 2948.548340
	Iteration 71Q: 3 clusters Score -870034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -870034.562500 Penalty: 2948.548340
	Iteration 72F: 3 clusters Score -870034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -240992.140625 Penalty: 1264.706177
	Iteration 0F: 2 clusters Score -240992.1 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 1160 members 
Entering Unmasked Estep 
Score: -238659.953125 Penalty: 2529.412354
	Iteration 0F: 3 clusters Score -238660 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -239245.781250 Penalty: 2529.412354
	Iteration 1F: 3 clusters Score -239245.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -239410.765625 Penalty: 2529.412354
	Iteration 2F: 3 clusters Score -239410.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -239521.421875 Penalty: 2529.412354
	Iteration 3F: 3 clusters Score -239521.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -239594.468750 Penalty: 2529.412354
	Iteration 4Q: 3 clusters Score -239594.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -239656.093750 Penalty: 2529.412354
	Iteration 5Q: 3 clusters Score -239656.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -239708.093750 Penalty: 2529.412354
	Iteration 6Q: 3 clusters Score -239708.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -239749.640625 Penalty: 2529.412354
	Iteration 7Q: 3 clusters Score -239749.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -239784.234375 Penalty: 2529.412354
	Iteration 8Q: 3 clusters Score -239784.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -239816.906250 Penalty: 2529.412354
	Iteration 9Q: 3 clusters Score -239816.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239851.734375 Penalty: 2529.412354
	Iteration 10Q: 3 clusters Score -239851.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -239872.468750 Penalty: 2529.412354
	Iteration 11Q: 3 clusters Score -239872.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -239893.703125 Penalty: 2529.412354
	Iteration 12Q: 3 clusters Score -239893.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -239919.015625 Penalty: 2529.412354
	Iteration 13Q: 3 clusters Score -239919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239943.781250 Penalty: 2529.412354
	Iteration 14Q: 3 clusters Score -239943.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -239968.953125 Penalty: 2529.412354
	Iteration 15Q: 3 clusters Score -239969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -239989.062500 Penalty: 2529.412354
	Iteration 16Q: 3 clusters Score -239989.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -239996.921875 Penalty: 2529.412354
	Iteration 17Q: 3 clusters Score -239996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -240002.734375 Penalty: 2529.412354
	Iteration 18Q: 3 clusters Score -240002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -240009.703125 Penalty: 2529.412354
	Iteration 19Q: 3 clusters Score -240009.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -240017.796875 Penalty: 2529.412354
	Iteration 20F: 3 clusters Score -240017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -240023.812500 Penalty: 2529.412354
	Iteration 21Q: 3 clusters Score -240023.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -240026.968750 Penalty: 2529.412354
	Iteration 22Q: 3 clusters Score -240027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -240031.562500 Penalty: 2529.412354
	Iteration 23Q: 3 clusters Score -240031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -240039.859375 Penalty: 2529.412354
	Iteration 24Q: 3 clusters Score -240039.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -240052.140625 Penalty: 2529.412354
	Iteration 25Q: 3 clusters Score -240052.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -240060.187500 Penalty: 2529.412354
	Iteration 26Q: 3 clusters Score -240060.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -240066.078125 Penalty: 2529.412354
	Iteration 27Q: 3 clusters Score -240066.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -240071.437500 Penalty: 2529.412354
	Iteration 28Q: 3 clusters Score -240071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -240076.765625 Penalty: 2529.412354
	Iteration 29Q: 3 clusters Score -240076.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -240082.468750 Penalty: 2529.412354
	Iteration 30Q: 3 clusters Score -240082.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -240087.781250 Penalty: 2529.412354
	Iteration 31Q: 3 clusters Score -240087.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -240091.828125 Penalty: 2529.412354
	Iteration 32Q: 3 clusters Score -240091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -240094.640625 Penalty: 2529.412354
	Iteration 33Q: 3 clusters Score -240094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -240099.500000 Penalty: 2529.412354
	Iteration 34Q: 3 clusters Score -240099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -240101.250000 Penalty: 2529.412354
	Iteration 35Q: 3 clusters Score -240101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -240104.625000 Penalty: 2529.412354
	Iteration 36Q: 3 clusters Score -240104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -240106.578125 Penalty: 2529.412354
	Iteration 37Q: 3 clusters Score -240106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -240109.437500 Penalty: 2529.412354
	Iteration 38Q: 3 clusters Score -240109.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -240113.062500 Penalty: 2529.412354
	Iteration 39Q: 3 clusters Score -240113.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -240116.343750 Penalty: 2529.412354
	Iteration 40F: 3 clusters Score -240116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -240119.218750 Penalty: 2529.412354
	Iteration 41Q: 3 clusters Score -240119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -240122.046875 Penalty: 2529.412354
	Iteration 42Q: 3 clusters Score -240122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -240123.750000 Penalty: 2529.412354
	Iteration 43Q: 3 clusters Score -240123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -240125.187500 Penalty: 2529.412354
	Iteration 44Q: 3 clusters Score -240125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -240126.421875 Penalty: 2529.412354
	Iteration 45Q: 3 clusters Score -240126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -240126.718750 Penalty: 2529.412354
	Iteration 46Q: 3 clusters Score -240126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -240126.718750 Penalty: 2529.412354
	Iteration 47F: 3 clusters Score -240126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Entering Unmasked Estep 
Score: -943438.562500 Penalty: 1504.902588
	Iteration 0F: 2 clusters Score -943438.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -935980.437500 Penalty: 3009.805176
	Iteration 0F: 3 clusters Score -935980.4 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -938651.437500 Penalty: 3009.805176
	Iteration 1F: 3 clusters Score -938651.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -939010.375000 Penalty: 3009.805176
	Iteration 2F: 3 clusters Score -939010.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -939309.812500 Penalty: 3009.805176
	Iteration 3F: 3 clusters Score -939309.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -939610.187500 Penalty: 3009.805176
	Iteration 4F: 3 clusters Score -939610.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -939935.062500 Penalty: 3009.805176
	Iteration 5F: 3 clusters Score -939935.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -940306.312500 Penalty: 3009.805176
	Iteration 6F: 3 clusters Score -940306.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -940683.312500 Penalty: 3009.805176
	Iteration 7F: 3 clusters Score -940683.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -941028.375000 Penalty: 3009.805176
	Iteration 8Q: 3 clusters Score -941028.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -941328.000000 Penalty: 3009.805176
	Iteration 9Q: 3 clusters Score -941328 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -941600.562500 Penalty: 3009.805176
	Iteration 10Q: 3 clusters Score -941600.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -941804.687500 Penalty: 3009.805176
	Iteration 11Q: 3 clusters Score -941804.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -941974.687500 Penalty: 3009.805176
	Iteration 12Q: 3 clusters Score -941974.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -942094.437500 Penalty: 3009.805176
	Iteration 13Q: 3 clusters Score -942094.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -942183.437500 Penalty: 3009.805176
	Iteration 14Q: 3 clusters Score -942183.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -942257.750000 Penalty: 3009.805176
	Iteration 15Q: 3 clusters Score -942257.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -942310.875000 Penalty: 3009.805176
	Iteration 16Q: 3 clusters Score -942310.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -942357.937500 Penalty: 3009.805176
	Iteration 17Q: 3 clusters Score -942357.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -942401.750000 Penalty: 3009.805176
	Iteration 18Q: 3 clusters Score -942401.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -942424.125000 Penalty: 3009.805176
	Iteration 19Q: 3 clusters Score -942424.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -942440.250000 Penalty: 3009.805176
	Iteration 20F: 3 clusters Score -942440.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -942456.937500 Penalty: 3009.805176
	Iteration 21Q: 3 clusters Score -942456.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -942477.187500 Penalty: 3009.805176
	Iteration 22Q: 3 clusters Score -942477.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -942484.250000 Penalty: 3009.805176
	Iteration 23Q: 3 clusters Score -942484.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -942496.375000 Penalty: 3009.805176
	Iteration 24Q: 3 clusters Score -942496.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -942500.875000 Penalty: 3009.805176
	Iteration 25Q: 3 clusters Score -942500.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -942508.437500 Penalty: 3009.805176
	Iteration 26Q: 3 clusters Score -942508.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -942511.437500 Penalty: 3009.805176
	Iteration 27Q: 3 clusters Score -942511.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -942514.000000 Penalty: 3009.805176
	Iteration 28Q: 3 clusters Score -942514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -942516.250000 Penalty: 3009.805176
	Iteration 29Q: 3 clusters Score -942516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -942519.562500 Penalty: 3009.805176
	Iteration 30Q: 3 clusters Score -942519.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -942524.062500 Penalty: 3009.805176
	Iteration 31Q: 3 clusters Score -942524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -942524.750000 Penalty: 3009.805176
	Iteration 32Q: 3 clusters Score -942524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -942526.500000 Penalty: 3009.805176
	Iteration 33Q: 3 clusters Score -942526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -942527.500000 Penalty: 3009.805176
	Iteration 34Q: 3 clusters Score -942527.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -942527.187500 Penalty: 3009.805176
	Iteration 35Q: 3 clusters Score -942527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -942526.812500 Penalty: 3009.805176
	Iteration 36Q: 3 clusters Score -942526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -942526.750000 Penalty: 3009.805176
	Iteration 37Q: 3 clusters Score -942526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -942524.875000 Penalty: 3009.805176
	Iteration 38Q: 3 clusters Score -942524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -942526.750000 Penalty: 3009.805176
	Iteration 39Q: 3 clusters Score -942526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -942526.625000 Penalty: 3009.805176
	Iteration 40F: 3 clusters Score -942526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -942526.875000 Penalty: 3009.805176
	Iteration 41Q: 3 clusters Score -942526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -942526.875000 Penalty: 3009.805176
	Iteration 42F: 3 clusters Score -942526.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -129060.687500 Penalty: 1178.688965
	Iteration 0F: 2 clusters Score -129060.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -127425.906250 Penalty: 2357.377930
	Iteration 0F: 3 clusters Score -127425.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -127822.171875 Penalty: 2357.377930
	Iteration 1F: 3 clusters Score -127822.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128009.843750 Penalty: 2357.377930
	Iteration 2F: 3 clusters Score -128009.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128187.375000 Penalty: 2357.377930
	Iteration 3F: 3 clusters Score -128187.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -128349.265625 Penalty: 2357.377930
	Iteration 4F: 3 clusters Score -128349.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128469.453125 Penalty: 2357.377930
	Iteration 5F: 3 clusters Score -128469.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128584.890625 Penalty: 2357.377930
	Iteration 6Q: 3 clusters Score -128584.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -128680.867188 Penalty: 2357.377930
	Iteration 7Q: 3 clusters Score -128680.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128751.820312 Penalty: 2357.377930
	Iteration 8Q: 3 clusters Score -128751.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128791.039062 Penalty: 2357.377930
	Iteration 9Q: 3 clusters Score -128791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128800.273438 Penalty: 2357.377930
	Iteration 10Q: 3 clusters Score -128800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128804.828125 Penalty: 2357.377930
	Iteration 11Q: 3 clusters Score -128804.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -128804.828125 Penalty: 2357.377930
	Iteration 12F: 3 clusters Score -128804.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Entering Unmasked Estep 
Score: -5966566.500000 Penalty: 1788.284790
	Iteration 0F: 2 clusters Score -5966566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -5926310.000000 Penalty: 3576.569580
	Iteration 0F: 3 clusters Score -5926310 nChanged 28501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -5943136.000000 Penalty: 3576.569580
	Iteration 1F: 3 clusters Score -5943136 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5944323.000000 Penalty: 3576.569580
	Iteration 2Q: 3 clusters Score -5944323 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -5946242.000000 Penalty: 3576.569580
	Iteration 3F: 3 clusters Score -5946242 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -5948991.500000 Penalty: 3576.569580
	Iteration 4F: 3 clusters Score -5948992 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -5952316.500000 Penalty: 3576.569580
	Iteration 5F: 3 clusters Score -5952316 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -5955878.500000 Penalty: 3576.569580
	Iteration 6F: 3 clusters Score -5955878 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -5959070.000000 Penalty: 3576.569580
	Iteration 7F: 3 clusters Score -5959070 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -5961442.000000 Penalty: 3576.569580
	Iteration 8Q: 3 clusters Score -5961442 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -5963171.000000 Penalty: 3576.569580
	Iteration 9Q: 3 clusters Score -5963171 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -5964184.500000 Penalty: 3576.569580
	Iteration 10Q: 3 clusters Score -5964184 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -5964803.000000 Penalty: 3576.569580
	Iteration 11Q: 3 clusters Score -5964803 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -5965143.500000 Penalty: 3576.569580
	Iteration 12Q: 3 clusters Score -5965144 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -5965281.500000 Penalty: 3576.569580
	Iteration 13Q: 3 clusters Score -5965282 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -5965376.500000 Penalty: 3576.569580
	Iteration 14Q: 3 clusters Score -5965376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -5965406.000000 Penalty: 3576.569580
	Iteration 15Q: 3 clusters Score -5965406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -5965418.000000 Penalty: 3576.569580
	Iteration 16Q: 3 clusters Score -5965418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -5965423.500000 Penalty: 3576.569580
	Iteration 17Q: 3 clusters Score -5965424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -5965434.500000 Penalty: 3576.569580
	Iteration 18Q: 3 clusters Score -5965434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -5965444.500000 Penalty: 3576.569580
	Iteration 19Q: 3 clusters Score -5965444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -5965460.000000 Penalty: 3576.569580
	Iteration 20F: 3 clusters Score -5965460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -5965466.500000 Penalty: 3576.569580
	Iteration 21Q: 3 clusters Score -5965466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 58837 members 
Entering Unmasked Estep 
Score: -5965474.000000 Penalty: 3576.569580
	Iteration 22Q: 3 clusters Score -5965474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -5965470.000000 Penalty: 3576.569580
	Iteration 23Q: 3 clusters Score -5965470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -5965476.000000 Penalty: 3576.569580
	Iteration 24Q: 3 clusters Score -5965476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -5965475.000000 Penalty: 3576.569580
	Iteration 25Q: 3 clusters Score -5965475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -5965476.500000 Penalty: 3576.569580
	Iteration 26Q: 3 clusters Score -5965476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -5965476.500000 Penalty: 3576.569580
	Iteration 27F: 3 clusters Score -5965476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (106619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Entering Unmasked Estep 
Score: -10569995.000000 Penalty: 1881.265259
	Iteration 0F: 2 clusters Score -1.057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -10499398.000000 Penalty: 3762.530518
	Iteration 0F: 3 clusters Score -1.04994e+07 nChanged 51096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -10528878.000000 Penalty: 3762.530518
	Iteration 1F: 3 clusters Score -1.052888e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -10529605.000000 Penalty: 3762.530518
	Iteration 2Q: 3 clusters Score -1.05296e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -10530588.000000 Penalty: 3762.530518
	Iteration 3Q: 3 clusters Score -1.053059e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -10531987.000000 Penalty: 3762.530518
	Iteration 4Q: 3 clusters Score -1.053199e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -10534082.000000 Penalty: 3762.530518
	Iteration 5Q: 3 clusters Score -1.053408e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -10537304.000000 Penalty: 3762.530518
	Iteration 6F: 3 clusters Score -1.05373e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -10541920.000000 Penalty: 3762.530518
	Iteration 7F: 3 clusters Score -1.054192e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -10547944.000000 Penalty: 3762.530518
	Iteration 8F: 3 clusters Score -1.054794e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -10554148.000000 Penalty: 3762.530518
	Iteration 9F: 3 clusters Score -1.055415e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -10559189.000000 Penalty: 3762.530518
	Iteration 10F: 3 clusters Score -1.055919e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -10562627.000000 Penalty: 3762.530518
	Iteration 11Q: 3 clusters Score -1.056263e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -10564788.000000 Penalty: 3762.530518
	Iteration 12Q: 3 clusters Score -1.056479e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -10566143.000000 Penalty: 3762.530518
	Iteration 13Q: 3 clusters Score -1.056614e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10566942.000000 Penalty: 3762.530518
	Iteration 14Q: 3 clusters Score -1.056694e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10567509.000000 Penalty: 3762.530518
	Iteration 15Q: 3 clusters Score -1.056751e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10567847.000000 Penalty: 3762.530518
	Iteration 16Q: 3 clusters Score -1.056785e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105326 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10568094.000000 Penalty: 3762.530518
	Iteration 17Q: 3 clusters Score -1.056809e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10568221.000000 Penalty: 3762.530518
	Iteration 18Q: 3 clusters Score -1.056822e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10568328.000000 Penalty: 3762.530518
	Iteration 19Q: 3 clusters Score -1.056833e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10568421.000000 Penalty: 3762.530518
	Iteration 20F: 3 clusters Score -1.056842e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10568488.000000 Penalty: 3762.530518
	Iteration 21Q: 3 clusters Score -1.056849e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10568518.000000 Penalty: 3762.530518
	Iteration 22Q: 3 clusters Score -1.056852e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10568544.000000 Penalty: 3762.530518
	Iteration 23Q: 3 clusters Score -1.056854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10568572.000000 Penalty: 3762.530518
	Iteration 24Q: 3 clusters Score -1.056857e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10568585.000000 Penalty: 3762.530518
	Iteration 25Q: 3 clusters Score -1.056858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10568612.000000 Penalty: 3762.530518
	Iteration 26Q: 3 clusters Score -1.056861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10568630.000000 Penalty: 3762.530518
	Iteration 27Q: 3 clusters Score -1.056863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10568650.000000 Penalty: 3762.530518
	Iteration 28Q: 3 clusters Score -1.056865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10568644.000000 Penalty: 3762.530518
	Iteration 29Q: 3 clusters Score -1.056864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10568676.000000 Penalty: 3762.530518
	Iteration 30Q: 3 clusters Score -1.056868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10568689.000000 Penalty: 3762.530518
	Iteration 31Q: 3 clusters Score -1.056869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105874 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10568688.000000 Penalty: 3762.530518
	Iteration 32Q: 3 clusters Score -1.056869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10568683.000000 Penalty: 3762.530518
	Iteration 33Q: 3 clusters Score -1.056868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10568698.000000 Penalty: 3762.530518
	Iteration 34Q: 3 clusters Score -1.05687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10568690.000000 Penalty: 3762.530518
	Iteration 35Q: 3 clusters Score -1.056869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10568692.000000 Penalty: 3762.530518
	Iteration 36Q: 3 clusters Score -1.056869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10568695.000000 Penalty: 3762.530518
	Iteration 37Q: 3 clusters Score -1.05687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10568695.000000 Penalty: 3762.530518
	Iteration 38F: 3 clusters Score -1.05687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Entering Unmasked Estep 
Score: -1748198.125000 Penalty: 1588.866699
	Iteration 0F: 2 clusters Score -1748198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1736058.000000 Penalty: 3177.733398
	Iteration 0F: 3 clusters Score -1736058 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1740380.250000 Penalty: 3177.733398
	Iteration 1F: 3 clusters Score -1740380 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1740685.500000 Penalty: 3177.733398
	Iteration 2Q: 3 clusters Score -1740686 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1740940.000000 Penalty: 3177.733398
	Iteration 3Q: 3 clusters Score -1740940 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1741155.625000 Penalty: 3177.733398
	Iteration 4Q: 3 clusters Score -1741156 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1741374.375000 Penalty: 3177.733398
	Iteration 5Q: 3 clusters Score -1741374 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1741621.500000 Penalty: 3177.733398
	Iteration 6Q: 3 clusters Score -1741622 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1741928.625000 Penalty: 3177.733398
	Iteration 7Q: 3 clusters Score -1741929 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1742308.250000 Penalty: 3177.733398
	Iteration 8Q: 3 clusters Score -1742308 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1742802.375000 Penalty: 3177.733398
	Iteration 9Q: 3 clusters Score -1742802 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1743394.750000 Penalty: 3177.733398
	Iteration 10Q: 3 clusters Score -1743395 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1744082.000000 Penalty: 3177.733398
	Iteration 11Q: 3 clusters Score -1744082 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1744803.625000 Penalty: 3177.733398
	Iteration 12Q: 3 clusters Score -1744804 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1745375.125000 Penalty: 3177.733398
	Iteration 13Q: 3 clusters Score -1745375 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1745760.125000 Penalty: 3177.733398
	Iteration 14Q: 3 clusters Score -1745760 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1746013.500000 Penalty: 3177.733398
	Iteration 15Q: 3 clusters Score -1746014 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1746186.625000 Penalty: 3177.733398
	Iteration 16Q: 3 clusters Score -1746187 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1746310.625000 Penalty: 3177.733398
	Iteration 17Q: 3 clusters Score -1746311 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1746398.750000 Penalty: 3177.733398
	Iteration 18Q: 3 clusters Score -1746399 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1746472.875000 Penalty: 3177.733398
	Iteration 19Q: 3 clusters Score -1746473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1746517.625000 Penalty: 3177.733398
	Iteration 20F: 3 clusters Score -1746518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1746555.875000 Penalty: 3177.733398
	Iteration 21Q: 3 clusters Score -1746556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1746596.375000 Penalty: 3177.733398
	Iteration 22Q: 3 clusters Score -1746596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1746634.250000 Penalty: 3177.733398
	Iteration 23Q: 3 clusters Score -1746634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1746675.000000 Penalty: 3177.733398
	Iteration 24Q: 3 clusters Score -1746675 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1746718.125000 Penalty: 3177.733398
	Iteration 25Q: 3 clusters Score -1746718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1746744.875000 Penalty: 3177.733398
	Iteration 26Q: 3 clusters Score -1746745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1746772.750000 Penalty: 3177.733398
	Iteration 27Q: 3 clusters Score -1746773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1746803.625000 Penalty: 3177.733398
	Iteration 28Q: 3 clusters Score -1746804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1746822.875000 Penalty: 3177.733398
	Iteration 29Q: 3 clusters Score -1746823 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1746843.625000 Penalty: 3177.733398
	Iteration 30Q: 3 clusters Score -1746844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1746857.375000 Penalty: 3177.733398
	Iteration 31Q: 3 clusters Score -1746857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1746871.500000 Penalty: 3177.733398
	Iteration 32Q: 3 clusters Score -1746872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1746875.625000 Penalty: 3177.733398
	Iteration 33Q: 3 clusters Score -1746876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1746877.625000 Penalty: 3177.733398
	Iteration 34Q: 3 clusters Score -1746878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1746883.375000 Penalty: 3177.733398
	Iteration 35Q: 3 clusters Score -1746883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1746888.250000 Penalty: 3177.733398
	Iteration 36Q: 3 clusters Score -1746888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1746891.750000 Penalty: 3177.733398
	Iteration 37Q: 3 clusters Score -1746892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1746897.375000 Penalty: 3177.733398
	Iteration 38Q: 3 clusters Score -1746897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1746897.375000 Penalty: 3177.733398
	Iteration 39Q: 3 clusters Score -1746897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1746900.625000 Penalty: 3177.733398
	Iteration 40F: 3 clusters Score -1746901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1746900.500000 Penalty: 3177.733398
	Iteration 41Q: 3 clusters Score -1746900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1746904.750000 Penalty: 3177.733398
	Iteration 42Q: 3 clusters Score -1746905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1746909.125000 Penalty: 3177.733398
	Iteration 43Q: 3 clusters Score -1746909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1746914.875000 Penalty: 3177.733398
	Iteration 44Q: 3 clusters Score -1746915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1746918.000000 Penalty: 3177.733398
	Iteration 45Q: 3 clusters Score -1746918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1746917.375000 Penalty: 3177.733398
	Iteration 46Q: 3 clusters Score -1746917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1746919.500000 Penalty: 3177.733398
	Iteration 47Q: 3 clusters Score -1746920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1746921.750000 Penalty: 3177.733398
	Iteration 48Q: 3 clusters Score -1746922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1746924.000000 Penalty: 3177.733398
	Iteration 49Q: 3 clusters Score -1746924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1746924.250000 Penalty: 3177.733398
	Iteration 50Q: 3 clusters Score -1746924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1746923.250000 Penalty: 3177.733398
	Iteration 51Q: 3 clusters Score -1746923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1746924.750000 Penalty: 3177.733398
	Iteration 52Q: 3 clusters Score -1746925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1746923.250000 Penalty: 3177.733398
	Iteration 53Q: 3 clusters Score -1746923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1746924.875000 Penalty: 3177.733398
	Iteration 54Q: 3 clusters Score -1746925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1746924.875000 Penalty: 3177.733398
	Iteration 55Q: 3 clusters Score -1746925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1746926.000000 Penalty: 3177.733398
	Iteration 56Q: 3 clusters Score -1746926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1746926.250000 Penalty: 3177.733398
	Iteration 57Q: 3 clusters Score -1746926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1746926.750000 Penalty: 3177.733398
	Iteration 58Q: 3 clusters Score -1746927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1746927.125000 Penalty: 3177.733398
	Iteration 59Q: 3 clusters Score -1746927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1746929.875000 Penalty: 3177.733398
	Iteration 60F: 3 clusters Score -1746930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1746931.250000 Penalty: 3177.733398
	Iteration 61Q: 3 clusters Score -1746931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1746932.625000 Penalty: 3177.733398
	Iteration 62Q: 3 clusters Score -1746933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1746933.750000 Penalty: 3177.733398
	Iteration 63Q: 3 clusters Score -1746934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1746933.750000 Penalty: 3177.733398
	Iteration 64F: 3 clusters Score -1746934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -875030.500000 Penalty: 1476.974854
	Iteration 0F: 2 clusters Score -875030.5 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 4462 members 
Entering Unmasked Estep 
Score: -868580.250000 Penalty: 2953.949707
	Iteration 0F: 3 clusters Score -868580.2 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -870691.812500 Penalty: 2953.949707
	Iteration 1F: 3 clusters Score -870691.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -870954.062500 Penalty: 2953.949707
	Iteration 2F: 3 clusters Score -870954.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -871187.437500 Penalty: 2953.949707
	Iteration 3F: 3 clusters Score -871187.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -871356.125000 Penalty: 2953.949707
	Iteration 4Q: 3 clusters Score -871356.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -871484.312500 Penalty: 2953.949707
	Iteration 5Q: 3 clusters Score -871484.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -871596.250000 Penalty: 2953.949707
	Iteration 6Q: 3 clusters Score -871596.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -871690.625000 Penalty: 2953.949707
	Iteration 7Q: 3 clusters Score -871690.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -871783.062500 Penalty: 2953.949707
	Iteration 8Q: 3 clusters Score -871783.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -871887.687500 Penalty: 2953.949707
	Iteration 9Q: 3 clusters Score -871887.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -872003.750000 Penalty: 2953.949707
	Iteration 10Q: 3 clusters Score -872003.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -872132.312500 Penalty: 2953.949707
	Iteration 11Q: 3 clusters Score -872132.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -872246.062500 Penalty: 2953.949707
	Iteration 12Q: 3 clusters Score -872246.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -872362.937500 Penalty: 2953.949707
	Iteration 13Q: 3 clusters Score -872362.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -872508.500000 Penalty: 2953.949707
	Iteration 14Q: 3 clusters Score -872508.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -872671.187500 Penalty: 2953.949707
	Iteration 15Q: 3 clusters Score -872671.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -872851.437500 Penalty: 2953.949707
	Iteration 16Q: 3 clusters Score -872851.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -873033.187500 Penalty: 2953.949707
	Iteration 17Q: 3 clusters Score -873033.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -873152.000000 Penalty: 2953.949707
	Iteration 18Q: 3 clusters Score -873152 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -873260.500000 Penalty: 2953.949707
	Iteration 19Q: 3 clusters Score -873260.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -873367.500000 Penalty: 2953.949707
	Iteration 20F: 3 clusters Score -873367.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -873446.437500 Penalty: 2953.949707
	Iteration 21Q: 3 clusters Score -873446.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -873521.187500 Penalty: 2953.949707
	Iteration 22Q: 3 clusters Score -873521.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -873604.437500 Penalty: 2953.949707
	Iteration 23Q: 3 clusters Score -873604.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -873682.750000 Penalty: 2953.949707
	Iteration 24Q: 3 clusters Score -873682.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -873731.187500 Penalty: 2953.949707
	Iteration 25Q: 3 clusters Score -873731.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -873780.125000 Penalty: 2953.949707
	Iteration 26Q: 3 clusters Score -873780.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -873823.500000 Penalty: 2953.949707
	Iteration 27Q: 3 clusters Score -873823.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -873868.000000 Penalty: 2953.949707
	Iteration 28Q: 3 clusters Score -873868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -873908.125000 Penalty: 2953.949707
	Iteration 29Q: 3 clusters Score -873908.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -873931.750000 Penalty: 2953.949707
	Iteration 30Q: 3 clusters Score -873931.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -873950.875000 Penalty: 2953.949707
	Iteration 31Q: 3 clusters Score -873950.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -873966.687500 Penalty: 2953.949707
	Iteration 32Q: 3 clusters Score -873966.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -873973.062500 Penalty: 2953.949707
	Iteration 33Q: 3 clusters Score -873973.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -873981.062500 Penalty: 2953.949707
	Iteration 34Q: 3 clusters Score -873981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -873985.875000 Penalty: 2953.949707
	Iteration 35Q: 3 clusters Score -873985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -873988.000000 Penalty: 2953.949707
	Iteration 36Q: 3 clusters Score -873988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -873990.687500 Penalty: 2953.949707
	Iteration 37Q: 3 clusters Score -873990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -873992.750000 Penalty: 2953.949707
	Iteration 38Q: 3 clusters Score -873992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -873994.375000 Penalty: 2953.949707
	Iteration 39Q: 3 clusters Score -873994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -873999.250000 Penalty: 2953.949707
	Iteration 40F: 3 clusters Score -873999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -874004.125000 Penalty: 2953.949707
	Iteration 41Q: 3 clusters Score -874004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -874012.500000 Penalty: 2953.949707
	Iteration 42Q: 3 clusters Score -874012.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -874021.687500 Penalty: 2953.949707
	Iteration 43Q: 3 clusters Score -874021.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -874026.687500 Penalty: 2953.949707
	Iteration 44Q: 3 clusters Score -874026.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -874030.812500 Penalty: 2953.949707
	Iteration 45Q: 3 clusters Score -874030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -874034.187500 Penalty: 2953.949707
	Iteration 46Q: 3 clusters Score -874034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -874035.625000 Penalty: 2953.949707
	Iteration 47Q: 3 clusters Score -874035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -874036.312500 Penalty: 2953.949707
	Iteration 48Q: 3 clusters Score -874036.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -874036.562500 Penalty: 2953.949707
	Iteration 49Q: 3 clusters Score -874036.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -874036.562500 Penalty: 2953.949707
	Iteration 50F: 3 clusters Score -874036.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Entering Unmasked Estep 
Score: -343133.875000 Penalty: 1330.119385
	Iteration 0F: 2 clusters Score -343133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -340047.343750 Penalty: 2660.238770
	Iteration 0F: 3 clusters Score -340047.3 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -340809.468750 Penalty: 2660.238770
	Iteration 1F: 3 clusters Score -340809.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -340990.906250 Penalty: 2660.238770
	Iteration 2F: 3 clusters Score -340990.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -341131.218750 Penalty: 2660.238770
	Iteration 3F: 3 clusters Score -341131.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -341221.937500 Penalty: 2660.238770
	Iteration 4Q: 3 clusters Score -341221.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -341308.687500 Penalty: 2660.238770
	Iteration 5Q: 3 clusters Score -341308.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -341387.406250 Penalty: 2660.238770
	Iteration 6Q: 3 clusters Score -341387.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -341477.968750 Penalty: 2660.238770
	Iteration 7Q: 3 clusters Score -341478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -341561.656250 Penalty: 2660.238770
	Iteration 8Q: 3 clusters Score -341561.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -341644.468750 Penalty: 2660.238770
	Iteration 9Q: 3 clusters Score -341644.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -341716.218750 Penalty: 2660.238770
	Iteration 10Q: 3 clusters Score -341716.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -341779.625000 Penalty: 2660.238770
	Iteration 11Q: 3 clusters Score -341779.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -341845.062500 Penalty: 2660.238770
	Iteration 12Q: 3 clusters Score -341845.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -341888.312500 Penalty: 2660.238770
	Iteration 13Q: 3 clusters Score -341888.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -341929.906250 Penalty: 2660.238770
	Iteration 14Q: 3 clusters Score -341929.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -341964.406250 Penalty: 2660.238770
	Iteration 15Q: 3 clusters Score -341964.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -342004.562500 Penalty: 2660.238770
	Iteration 16Q: 3 clusters Score -342004.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -342052.718750 Penalty: 2660.238770
	Iteration 17Q: 3 clusters Score -342052.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -342090.125000 Penalty: 2660.238770
	Iteration 18Q: 3 clusters Score -342090.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -342137.812500 Penalty: 2660.238770
	Iteration 19Q: 3 clusters Score -342137.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -342191.718750 Penalty: 2660.238770
	Iteration 20F: 3 clusters Score -342191.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -342224.843750 Penalty: 2660.238770
	Iteration 21Q: 3 clusters Score -342224.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -342246.156250 Penalty: 2660.238770
	Iteration 22Q: 3 clusters Score -342246.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -342266.343750 Penalty: 2660.238770
	Iteration 23Q: 3 clusters Score -342266.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -342282.125000 Penalty: 2660.238770
	Iteration 24Q: 3 clusters Score -342282.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -342290.625000 Penalty: 2660.238770
	Iteration 25Q: 3 clusters Score -342290.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -342299.562500 Penalty: 2660.238770
	Iteration 26Q: 3 clusters Score -342299.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -342305.343750 Penalty: 2660.238770
	Iteration 27Q: 3 clusters Score -342305.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -342309.781250 Penalty: 2660.238770
	Iteration 28Q: 3 clusters Score -342309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -342313.218750 Penalty: 2660.238770
	Iteration 29Q: 3 clusters Score -342313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -342314.625000 Penalty: 2660.238770
	Iteration 30Q: 3 clusters Score -342314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -342316.562500 Penalty: 2660.238770
	Iteration 31Q: 3 clusters Score -342316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -342317.750000 Penalty: 2660.238770
	Iteration 32Q: 3 clusters Score -342317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -342318.312500 Penalty: 2660.238770
	Iteration 33Q: 3 clusters Score -342318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -342319.812500 Penalty: 2660.238770
	Iteration 34Q: 3 clusters Score -342319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -342320.343750 Penalty: 2660.238770
	Iteration 35Q: 3 clusters Score -342320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -342321.656250 Penalty: 2660.238770
	Iteration 36Q: 3 clusters Score -342321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -342321.875000 Penalty: 2660.238770
	Iteration 37Q: 3 clusters Score -342321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -342321.875000 Penalty: 2660.238770
	Iteration 38F: 3 clusters Score -342321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (124038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124038 members 
Entering Unmasked Estep 
Score: -12302304.000000 Penalty: 1905.855713
	Iteration 0F: 2 clusters Score -1.23023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -12220989.000000 Penalty: 3811.711426
	Iteration 0F: 3 clusters Score -1.222099e+07 nChanged 59579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -12255273.000000 Penalty: 3811.711426
	Iteration 1F: 3 clusters Score -1.225527e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -12256008.000000 Penalty: 3811.711426
	Iteration 2Q: 3 clusters Score -1.225601e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -12257540.000000 Penalty: 3811.711426
	Iteration 3Q: 3 clusters Score -1.225754e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -12259866.000000 Penalty: 3811.711426
	Iteration 4Q: 3 clusters Score -1.225987e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -12264069.000000 Penalty: 3811.711426
	Iteration 5F: 3 clusters Score -1.226407e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -12271300.000000 Penalty: 3811.711426
	Iteration 6F: 3 clusters Score -1.22713e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 102444 members 
Entering Unmasked Estep 
Score: -12280618.000000 Penalty: 3811.711426
	Iteration 7F: 3 clusters Score -1.228062e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 112039 members 
Entering Unmasked Estep 
Score: -12289552.000000 Penalty: 3811.711426
	Iteration 8F: 3 clusters Score -1.228955e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
Score: -12295679.000000 Penalty: 3811.711426
	Iteration 9F: 3 clusters Score -1.229568e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 121720 members 
Entering Unmasked Estep 
Score: -12298651.000000 Penalty: 3811.711426
	Iteration 10Q: 3 clusters Score -1.229865e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -12299772.000000 Penalty: 3811.711426
	Iteration 11Q: 3 clusters Score -1.229977e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 123558 members 
Entering Unmasked Estep 
Score: -12300276.000000 Penalty: 3811.711426
	Iteration 12Q: 3 clusters Score -1.230028e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 123727 members 
Entering Unmasked Estep 
Score: -12300438.000000 Penalty: 3811.711426
	Iteration 13Q: 3 clusters Score -1.230044e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 123779 members 
Entering Unmasked Estep 
Score: -12300497.000000 Penalty: 3811.711426
	Iteration 14Q: 3 clusters Score -1.23005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -12300555.000000 Penalty: 3811.711426
	Iteration 15Q: 3 clusters Score -1.230056e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -12300606.000000 Penalty: 3811.711426
	Iteration 16Q: 3 clusters Score -1.230061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -12300609.000000 Penalty: 3811.711426
	Iteration 17Q: 3 clusters Score -1.230061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -12300619.000000 Penalty: 3811.711426
	Iteration 18Q: 3 clusters Score -1.230062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 123836 members 
Entering Unmasked Estep 
Score: -12300633.000000 Penalty: 3811.711426
	Iteration 19Q: 3 clusters Score -1.230063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -12300628.000000 Penalty: 3811.711426
	Iteration 20F: 3 clusters Score -1.230063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 123835 members 
Entering Unmasked Estep 
Score: -12300636.000000 Penalty: 3811.711426
	Iteration 21Q: 3 clusters Score -1.230064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -12300637.000000 Penalty: 3811.711426
	Iteration 22Q: 3 clusters Score -1.230064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
Score: -12300635.000000 Penalty: 3811.711426
	Iteration 23Q: 3 clusters Score -1.230064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -12300635.000000 Penalty: 3811.711426
	Iteration 24Q: 3 clusters Score -1.230064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 123832 members 
Entering Unmasked Estep 
Score: -12300635.000000 Penalty: 3811.711426
	Iteration 25F: 3 clusters Score -1.230064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Entering Unmasked Estep 
Score: -1746132.875000 Penalty: 1590.407471
	Iteration 0F: 2 clusters Score -1746133 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 8802 members 
Entering Unmasked Estep 
Score: -1733917.875000 Penalty: 3180.814941
	Iteration 0F: 3 clusters Score -1733918 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1738274.125000 Penalty: 3180.814941
	Iteration 1F: 3 clusters Score -1738274 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1738583.750000 Penalty: 3180.814941
	Iteration 2Q: 3 clusters Score -1738584 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1738914.875000 Penalty: 3180.814941
	Iteration 3Q: 3 clusters Score -1738915 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1739360.750000 Penalty: 3180.814941
	Iteration 4Q: 3 clusters Score -1739361 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1740007.750000 Penalty: 3180.814941
	Iteration 5F: 3 clusters Score -1740008 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1740942.875000 Penalty: 3180.814941
	Iteration 6F: 3 clusters Score -1740943 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1742077.750000 Penalty: 3180.814941
	Iteration 7F: 3 clusters Score -1742078 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1743174.250000 Penalty: 3180.814941
	Iteration 8F: 3 clusters Score -1743174 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1743929.375000 Penalty: 3180.814941
	Iteration 9Q: 3 clusters Score -1743929 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1744328.875000 Penalty: 3180.814941
	Iteration 10Q: 3 clusters Score -1744329 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1744530.375000 Penalty: 3180.814941
	Iteration 11Q: 3 clusters Score -1744530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1744629.000000 Penalty: 3180.814941
	Iteration 12Q: 3 clusters Score -1744629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1744667.875000 Penalty: 3180.814941
	Iteration 13Q: 3 clusters Score -1744668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1744687.750000 Penalty: 3180.814941
	Iteration 14Q: 3 clusters Score -1744688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1744696.500000 Penalty: 3180.814941
	Iteration 15Q: 3 clusters Score -1744696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1744700.125000 Penalty: 3180.814941
	Iteration 16Q: 3 clusters Score -1744700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1744708.125000 Penalty: 3180.814941
	Iteration 17Q: 3 clusters Score -1744708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1744709.250000 Penalty: 3180.814941
	Iteration 18Q: 3 clusters Score -1744709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1744709.250000 Penalty: 3180.814941
	Iteration 19F: 3 clusters Score -1744709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Entering Unmasked Estep 
Score: -1527722.875000 Penalty: 1570.187012
	Iteration 0F: 2 clusters Score -1527723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1516852.375000 Penalty: 3140.374023
	Iteration 0F: 3 clusters Score -1516852 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1520694.000000 Penalty: 3140.374023
	Iteration 1F: 3 clusters Score -1520694 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1521055.500000 Penalty: 3140.374023
	Iteration 2F: 3 clusters Score -1521056 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1521383.625000 Penalty: 3140.374023
	Iteration 3F: 3 clusters Score -1521384 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1521710.000000 Penalty: 3140.374023
	Iteration 4Q: 3 clusters Score -1521710 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1522070.000000 Penalty: 3140.374023
	Iteration 5Q: 3 clusters Score -1522070 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1522536.875000 Penalty: 3140.374023
	Iteration 6F: 3 clusters Score -1522537 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1523074.750000 Penalty: 3140.374023
	Iteration 7F: 3 clusters Score -1523075 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1523596.500000 Penalty: 3140.374023
	Iteration 8F: 3 clusters Score -1523596 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1524130.875000 Penalty: 3140.374023
	Iteration 9F: 3 clusters Score -1524131 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1524660.875000 Penalty: 3140.374023
	Iteration 10Q: 3 clusters Score -1524661 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1525132.875000 Penalty: 3140.374023
	Iteration 11Q: 3 clusters Score -1525133 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1525506.375000 Penalty: 3140.374023
	Iteration 12Q: 3 clusters Score -1525506 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1525800.875000 Penalty: 3140.374023
	Iteration 13Q: 3 clusters Score -1525801 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1526007.500000 Penalty: 3140.374023
	Iteration 14Q: 3 clusters Score -1526008 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1526138.750000 Penalty: 3140.374023
	Iteration 15Q: 3 clusters Score -1526139 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1526229.250000 Penalty: 3140.374023
	Iteration 16Q: 3 clusters Score -1526229 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1526304.000000 Penalty: 3140.374023
	Iteration 17Q: 3 clusters Score -1526304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1526349.000000 Penalty: 3140.374023
	Iteration 18Q: 3 clusters Score -1526349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1526382.875000 Penalty: 3140.374023
	Iteration 19Q: 3 clusters Score -1526383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1526404.250000 Penalty: 3140.374023
	Iteration 20F: 3 clusters Score -1526404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1526429.375000 Penalty: 3140.374023
	Iteration 21Q: 3 clusters Score -1526429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1526447.125000 Penalty: 3140.374023
	Iteration 22Q: 3 clusters Score -1526447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1526460.250000 Penalty: 3140.374023
	Iteration 23Q: 3 clusters Score -1526460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1526463.625000 Penalty: 3140.374023
	Iteration 24Q: 3 clusters Score -1526464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1526468.875000 Penalty: 3140.374023
	Iteration 25Q: 3 clusters Score -1526469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1526474.875000 Penalty: 3140.374023
	Iteration 26Q: 3 clusters Score -1526475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1526477.125000 Penalty: 3140.374023
	Iteration 27Q: 3 clusters Score -1526477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1526486.375000 Penalty: 3140.374023
	Iteration 28Q: 3 clusters Score -1526486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1526489.000000 Penalty: 3140.374023
	Iteration 29Q: 3 clusters Score -1526489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1526492.750000 Penalty: 3140.374023
	Iteration 30Q: 3 clusters Score -1526493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1526496.875000 Penalty: 3140.374023
	Iteration 31Q: 3 clusters Score -1526497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1526496.625000 Penalty: 3140.374023
	Iteration 32Q: 3 clusters Score -1526497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1526496.625000 Penalty: 3140.374023
	Iteration 33Q: 3 clusters Score -1526497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1526497.000000 Penalty: 3140.374023
	Iteration 34Q: 3 clusters Score -1526497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1526499.000000 Penalty: 3140.374023
	Iteration 35Q: 3 clusters Score -1526499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1526500.625000 Penalty: 3140.374023
	Iteration 36Q: 3 clusters Score -1526501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1526504.750000 Penalty: 3140.374023
	Iteration 37Q: 3 clusters Score -1526505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1526504.000000 Penalty: 3140.374023
	Iteration 38Q: 3 clusters Score -1526504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1526504.625000 Penalty: 3140.374023
	Iteration 39Q: 3 clusters Score -1526505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1526505.625000 Penalty: 3140.374023
	Iteration 40F: 3 clusters Score -1526506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11748 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 20657 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 43244 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 4953 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 10519 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 60164 members 
Mstep: Class 19 contains 106619 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 124038 members 
Mstep: Class 24 contains 17803 members 
Mstep: Class 25 contains 15720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411132.000000 Penalty: 53662.054688
Iteration 79Q: 26 clusters Score -5.241113e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 15410 members 
Mstep: Class 5 contains 20618 members 
Mstep: Class 6 contains 1363 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 14196 members 
Mstep: Class 9 contains 43228 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 4959 members 
Mstep: Class 13 contains 24028 members 
Mstep: Class 14 contains 8670 members 
Mstep: Class 15 contains 2398 members 
Mstep: Class 16 contains 10510 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 60199 members 
Mstep: Class 19 contains 106734 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 123966 members 
Mstep: Class 24 contains 17759 members 
Mstep: Class 25 contains 15711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411172.000000 Penalty: 53662.054688
Iteration 80F: 26 clusters Score -5.241117e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 15405 members 
Mstep: Class 5 contains 20583 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 14207 members 
Mstep: Class 9 contains 43219 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 24024 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 60218 members 
Mstep: Class 19 contains 106824 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3588 members 
Mstep: Class 23 contains 123916 members 
Mstep: Class 24 contains 17711 members 
Mstep: Class 25 contains 15707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411276.000000 Penalty: 53662.054688
Iteration 81Q: 26 clusters Score -5.241128e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 20554 members 
Mstep: Class 6 contains 1371 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 14213 members 
Mstep: Class 9 contains 43217 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 24026 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 10490 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 60243 members 
Mstep: Class 19 contains 106909 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 8856 members 
Mstep: Class 22 contains 3587 members 
Mstep: Class 23 contains 123867 members 
Mstep: Class 24 contains 17675 members 
Mstep: Class 25 contains 15698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411348.000000 Penalty: 53662.054688
Iteration 82Q: 26 clusters Score -5.241135e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 15409 members 
Mstep: Class 5 contains 20516 members 
Mstep: Class 6 contains 1374 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 14221 members 
Mstep: Class 9 contains 43198 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 24029 members 
Mstep: Class 14 contains 8588 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 10478 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60274 members 
Mstep: Class 19 contains 106980 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123826 members 
Mstep: Class 24 contains 17643 members 
Mstep: Class 25 contains 15691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411328.000000 Penalty: 53662.054688
Iteration 83Q: 26 clusters Score -5.241133e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20477 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 6561 members 
Mstep: Class 8 contains 14226 members 
Mstep: Class 9 contains 43203 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 4960 members 
Mstep: Class 13 contains 24032 members 
Mstep: Class 14 contains 8554 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 16 contains 10473 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60299 members 
Mstep: Class 19 contains 107029 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123792 members 
Mstep: Class 24 contains 17622 members 
Mstep: Class 25 contains 15682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411380.000000 Penalty: 53662.054688
Iteration 84Q: 26 clusters Score -5.241138e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20439 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 14229 members 
Mstep: Class 9 contains 43198 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 4963 members 
Mstep: Class 13 contains 24032 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60322 members 
Mstep: Class 19 contains 107088 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123760 members 
Mstep: Class 24 contains 17591 members 
Mstep: Class 25 contains 15678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411428.000000 Penalty: 53662.054688
Iteration 85Q: 26 clusters Score -5.241143e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 5931 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 20413 members 
Mstep: Class 6 contains 1388 members 
Mstep: Class 7 contains 6651 members 
Mstep: Class 8 contains 14227 members 
Mstep: Class 9 contains 43193 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 4966 members 
Mstep: Class 13 contains 24034 members 
Mstep: Class 14 contains 8500 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 16 contains 10467 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60343 members 
Mstep: Class 19 contains 107134 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123730 members 
Mstep: Class 24 contains 17572 members 
Mstep: Class 25 contains 15670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411452.000000 Penalty: 53662.054688
Iteration 86Q: 26 clusters Score -5.241145e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 5930 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 20381 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 6690 members 
Mstep: Class 8 contains 14229 members 
Mstep: Class 9 contains 43189 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1182 members 
Mstep: Class 12 contains 4966 members 
Mstep: Class 13 contains 24035 members 
Mstep: Class 14 contains 8480 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10471 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60367 members 
Mstep: Class 19 contains 107180 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123708 members 
Mstep: Class 24 contains 17540 members 
Mstep: Class 25 contains 15666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411456.000000 Penalty: 53662.054688
Iteration 87Q: 26 clusters Score -5.241146e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20351 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 6730 members 
Mstep: Class 8 contains 14232 members 
Mstep: Class 9 contains 43183 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 24036 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10466 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60389 members 
Mstep: Class 19 contains 107221 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123688 members 
Mstep: Class 24 contains 17505 members 
Mstep: Class 25 contains 15662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411408.000000 Penalty: 53662.054688
Iteration 88Q: 26 clusters Score -5.241141e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 6774 members 
Mstep: Class 8 contains 14235 members 
Mstep: Class 9 contains 43175 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 24037 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10468 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60409 members 
Mstep: Class 19 contains 107249 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123672 members 
Mstep: Class 24 contains 17463 members 
Mstep: Class 25 contains 15659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411448.000000 Penalty: 53662.054688
Iteration 89Q: 26 clusters Score -5.241145e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20311 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 6813 members 
Mstep: Class 8 contains 14240 members 
Mstep: Class 9 contains 43165 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24036 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10467 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60429 members 
Mstep: Class 19 contains 107269 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123663 members 
Mstep: Class 24 contains 17418 members 
Mstep: Class 25 contains 15658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411372.000000 Penalty: 53662.054688
Iteration 90Q: 26 clusters Score -5.241137e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 5929 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20298 members 
Mstep: Class 6 contains 1407 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 14243 members 
Mstep: Class 9 contains 43155 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24038 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10469 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60441 members 
Mstep: Class 19 contains 107296 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123656 members 
Mstep: Class 24 contains 17377 members 
Mstep: Class 25 contains 15656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411368.000000 Penalty: 53662.054688
Iteration 91Q: 26 clusters Score -5.241137e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 5927 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 20285 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 6891 members 
Mstep: Class 8 contains 14245 members 
Mstep: Class 9 contains 43146 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24038 members 
Mstep: Class 14 contains 8431 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60455 members 
Mstep: Class 19 contains 107320 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123647 members 
Mstep: Class 24 contains 17336 members 
Mstep: Class 25 contains 15653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411392.000000 Penalty: 53662.054688
Iteration 92Q: 26 clusters Score -5.241139e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 20273 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 6924 members 
Mstep: Class 8 contains 14246 members 
Mstep: Class 9 contains 43140 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24037 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60465 members 
Mstep: Class 19 contains 107340 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123634 members 
Mstep: Class 24 contains 17312 members 
Mstep: Class 25 contains 15650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411420.000000 Penalty: 53662.054688
Iteration 93Q: 26 clusters Score -5.241142e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15413 members 
Mstep: Class 5 contains 20256 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 14251 members 
Mstep: Class 9 contains 43123 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24037 members 
Mstep: Class 14 contains 8421 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60479 members 
Mstep: Class 19 contains 107361 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123623 members 
Mstep: Class 24 contains 17279 members 
Mstep: Class 25 contains 15651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411368.000000 Penalty: 53662.054688
Iteration 94Q: 26 clusters Score -5.241137e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11770 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 20243 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 6992 members 
Mstep: Class 8 contains 14256 members 
Mstep: Class 9 contains 43098 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24037 members 
Mstep: Class 14 contains 8415 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 60490 members 
Mstep: Class 19 contains 107376 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123614 members 
Mstep: Class 24 contains 17252 members 
Mstep: Class 25 contains 15652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411348.000000 Penalty: 53662.054688
Iteration 95Q: 26 clusters Score -5.241135e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15414 members 
Mstep: Class 5 contains 20228 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 14259 members 
Mstep: Class 9 contains 43088 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24036 members 
Mstep: Class 14 contains 8406 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10483 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60512 members 
Mstep: Class 19 contains 107388 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123611 members 
Mstep: Class 24 contains 17223 members 
Mstep: Class 25 contains 15653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411404.000000 Penalty: 53662.054688
Iteration 96Q: 26 clusters Score -5.24114e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 20219 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 7051 members 
Mstep: Class 8 contains 14262 members 
Mstep: Class 9 contains 43080 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24035 members 
Mstep: Class 14 contains 8397 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10484 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60526 members 
Mstep: Class 19 contains 107399 members 
Mstep: Class 20 contains 17631 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123608 members 
Mstep: Class 24 contains 17190 members 
Mstep: Class 25 contains 15654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411432.000000 Penalty: 53662.054688
Iteration 97Q: 26 clusters Score -5.241143e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15415 members 
Mstep: Class 5 contains 20211 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 14268 members 
Mstep: Class 9 contains 43073 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24036 members 
Mstep: Class 14 contains 8388 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10483 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60539 members 
Mstep: Class 19 contains 107404 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123607 members 
Mstep: Class 24 contains 17164 members 
Mstep: Class 25 contains 15654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411444.000000 Penalty: 53662.054688
Iteration 98Q: 26 clusters Score -5.241144e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11770 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 20198 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 7104 members 
Mstep: Class 8 contains 14270 members 
Mstep: Class 9 contains 43066 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24035 members 
Mstep: Class 14 contains 8385 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10483 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60555 members 
Mstep: Class 19 contains 107410 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123605 members 
Mstep: Class 24 contains 17138 members 
Mstep: Class 25 contains 15652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411440.000000 Penalty: 53662.054688
Iteration 99Q: 26 clusters Score -5.241144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 20188 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 7135 members 
Mstep: Class 8 contains 14274 members 
Mstep: Class 9 contains 43056 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24037 members 
Mstep: Class 14 contains 8377 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60565 members 
Mstep: Class 19 contains 107413 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123604 members 
Mstep: Class 24 contains 17116 members 
Mstep: Class 25 contains 15652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411440.000000 Penalty: 53662.054688
Iteration 100F: 26 clusters Score -5.241144e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15417 members 
Mstep: Class 5 contains 20177 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 43052 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24036 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60580 members 
Mstep: Class 19 contains 107415 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123605 members 
Mstep: Class 24 contains 17087 members 
Mstep: Class 25 contains 15652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411476.000000 Penalty: 53662.054688
Iteration 101Q: 26 clusters Score -5.241148e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 20171 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7189 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 43046 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24038 members 
Mstep: Class 14 contains 8367 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10478 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60588 members 
Mstep: Class 19 contains 107424 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3592 members 
Mstep: Class 23 contains 123601 members 
Mstep: Class 24 contains 17053 members 
Mstep: Class 25 contains 15651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411424.000000 Penalty: 53662.054688
Iteration 102Q: 26 clusters Score -5.241142e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15422 members 
Mstep: Class 5 contains 20164 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7210 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 43052 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24039 members 
Mstep: Class 14 contains 8365 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 60589 members 
Mstep: Class 19 contains 107433 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3592 members 
Mstep: Class 23 contains 123598 members 
Mstep: Class 24 contains 17026 members 
Mstep: Class 25 contains 15651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411384.000000 Penalty: 53662.054688
Iteration 103Q: 26 clusters Score -5.241138e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15422 members 
Mstep: Class 5 contains 20162 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7230 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 43052 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24040 members 
Mstep: Class 14 contains 8363 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10482 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 60593 members 
Mstep: Class 19 contains 107438 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123591 members 
Mstep: Class 24 contains 17008 members 
Mstep: Class 25 contains 15650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411380.000000 Penalty: 53662.054688
Iteration 104Q: 26 clusters Score -5.241138e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7250 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 43056 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24041 members 
Mstep: Class 14 contains 8362 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60594 members 
Mstep: Class 19 contains 107443 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 8856 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123586 members 
Mstep: Class 24 contains 16990 members 
Mstep: Class 25 contains 15650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411408.000000 Penalty: 53662.054688
Iteration 105Q: 26 clusters Score -5.241141e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15422 members 
Mstep: Class 5 contains 20160 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7261 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 43057 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24043 members 
Mstep: Class 14 contains 8355 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60590 members 
Mstep: Class 19 contains 107448 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 8856 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123581 members 
Mstep: Class 24 contains 16985 members 
Mstep: Class 25 contains 15649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411416.000000 Penalty: 53662.054688
Iteration 106Q: 26 clusters Score -5.241142e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 20158 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 43056 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24044 members 
Mstep: Class 14 contains 8350 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10482 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60589 members 
Mstep: Class 19 contains 107453 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 8856 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123578 members 
Mstep: Class 24 contains 16978 members 
Mstep: Class 25 contains 15647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411436.000000 Penalty: 53662.054688
Iteration 107Q: 26 clusters Score -5.241144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 20158 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 14279 members 
Mstep: Class 9 contains 43057 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24045 members 
Mstep: Class 14 contains 8343 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10482 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60588 members 
Mstep: Class 19 contains 107459 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 8856 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123575 members 
Mstep: Class 24 contains 16970 members 
Mstep: Class 25 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411472.000000 Penalty: 53662.054688
Iteration 108Q: 26 clusters Score -5.241147e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 20160 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 14278 members 
Mstep: Class 9 contains 43055 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24045 members 
Mstep: Class 14 contains 8338 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60590 members 
Mstep: Class 19 contains 107461 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123574 members 
Mstep: Class 24 contains 16959 members 
Mstep: Class 25 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411492.000000 Penalty: 53662.054688
Iteration 109Q: 26 clusters Score -5.241149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 7305 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 43058 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 24045 members 
Mstep: Class 14 contains 8334 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10476 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60594 members 
Mstep: Class 19 contains 107462 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123572 members 
Mstep: Class 24 contains 16949 members 
Mstep: Class 25 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411508.000000 Penalty: 53662.054688
Iteration 110Q: 26 clusters Score -5.241151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 20161 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 7314 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 43053 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 24046 members 
Mstep: Class 14 contains 8333 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60597 members 
Mstep: Class 19 contains 107468 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123570 members 
Mstep: Class 24 contains 16935 members 
Mstep: Class 25 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411468.000000 Penalty: 53662.054688
Iteration 111Q: 26 clusters Score -5.241147e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 20162 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 7324 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 43053 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24047 members 
Mstep: Class 14 contains 8326 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10473 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60602 members 
Mstep: Class 19 contains 107475 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 123567 members 
Mstep: Class 24 contains 16922 members 
Mstep: Class 25 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411456.000000 Penalty: 53662.054688
Iteration 112Q: 26 clusters Score -5.241146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15426 members 
Mstep: Class 5 contains 20162 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 43056 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24048 members 
Mstep: Class 14 contains 8316 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60610 members 
Mstep: Class 19 contains 107483 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123561 members 
Mstep: Class 24 contains 16907 members 
Mstep: Class 25 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411496.000000 Penalty: 53662.054688
Iteration 113Q: 26 clusters Score -5.24115e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15428 members 
Mstep: Class 5 contains 20158 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 7336 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 43061 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24048 members 
Mstep: Class 14 contains 8303 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60620 members 
Mstep: Class 19 contains 107490 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123559 members 
Mstep: Class 24 contains 16894 members 
Mstep: Class 25 contains 15647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411524.000000 Penalty: 53662.054688
Iteration 114Q: 26 clusters Score -5.241152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 20156 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 7344 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 43068 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24050 members 
Mstep: Class 14 contains 8291 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60631 members 
Mstep: Class 19 contains 107493 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123556 members 
Mstep: Class 24 contains 16880 members 
Mstep: Class 25 contains 15647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411484.000000 Penalty: 53662.054688
Iteration 115Q: 26 clusters Score -5.241148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15426 members 
Mstep: Class 5 contains 20148 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 7351 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 43075 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24050 members 
Mstep: Class 14 contains 8281 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60642 members 
Mstep: Class 19 contains 107499 members 
Mstep: Class 20 contains 17640 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123552 members 
Mstep: Class 24 contains 16872 members 
Mstep: Class 25 contains 15646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411480.000000 Penalty: 53662.054688
Iteration 116Q: 26 clusters Score -5.241148e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 20143 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 7358 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 43082 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 4967 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8270 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10476 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60647 members 
Mstep: Class 19 contains 107506 members 
Mstep: Class 20 contains 17639 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123550 members 
Mstep: Class 24 contains 16863 members 
Mstep: Class 25 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411484.000000 Penalty: 53662.054688
Iteration 117Q: 26 clusters Score -5.241148e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 20137 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 7369 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 43099 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8250 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10474 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60656 members 
Mstep: Class 19 contains 107509 members 
Mstep: Class 20 contains 17638 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123549 members 
Mstep: Class 24 contains 16852 members 
Mstep: Class 25 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411472.000000 Penalty: 53662.054688
Iteration 118Q: 26 clusters Score -5.241147e+07 nChanged 71
Entering ConstructFrom: 
Score: -52411472.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1227235.875000 Penalty: 1529.737793
	Iteration 0F: 2 clusters Score -1227236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1218643.875000 Penalty: 3059.475586
	Iteration 0F: 3 clusters Score -1218644 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1221380.250000 Penalty: 3059.475586
	Iteration 1F: 3 clusters Score -1221380 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1221610.375000 Penalty: 3059.475586
	Iteration 2F: 3 clusters Score -1221610 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1221774.125000 Penalty: 3059.475586
	Iteration 3Q: 3 clusters Score -1221774 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1221912.125000 Penalty: 3059.475586
	Iteration 4Q: 3 clusters Score -1221912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1222026.250000 Penalty: 3059.475586
	Iteration 5Q: 3 clusters Score -1222026 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1222134.500000 Penalty: 3059.475586
	Iteration 6Q: 3 clusters Score -1222134 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1222264.250000 Penalty: 3059.475586
	Iteration 7Q: 3 clusters Score -1222264 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1222407.250000 Penalty: 3059.475586
	Iteration 8Q: 3 clusters Score -1222407 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1222586.750000 Penalty: 3059.475586
	Iteration 9Q: 3 clusters Score -1222587 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1222835.375000 Penalty: 3059.475586
	Iteration 10Q: 3 clusters Score -1222835 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1223164.375000 Penalty: 3059.475586
	Iteration 11Q: 3 clusters Score -1223164 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1223627.250000 Penalty: 3059.475586
	Iteration 12F: 3 clusters Score -1223627 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1224176.500000 Penalty: 3059.475586
	Iteration 13F: 3 clusters Score -1224176 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1224791.000000 Penalty: 3059.475586
	Iteration 14F: 3 clusters Score -1224791 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1225327.125000 Penalty: 3059.475586
	Iteration 15F: 3 clusters Score -1225327 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1225688.625000 Penalty: 3059.475586
	Iteration 16Q: 3 clusters Score -1225689 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1225898.750000 Penalty: 3059.475586
	Iteration 17Q: 3 clusters Score -1225899 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1226002.125000 Penalty: 3059.475586
	Iteration 18Q: 3 clusters Score -1226002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1226054.125000 Penalty: 3059.475586
	Iteration 19Q: 3 clusters Score -1226054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1226085.625000 Penalty: 3059.475586
	Iteration 20F: 3 clusters Score -1226086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1226099.375000 Penalty: 3059.475586
	Iteration 21Q: 3 clusters Score -1226099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1226108.250000 Penalty: 3059.475586
	Iteration 22Q: 3 clusters Score -1226108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1226120.250000 Penalty: 3059.475586
	Iteration 23Q: 3 clusters Score -1226120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1226123.250000 Penalty: 3059.475586
	Iteration 24Q: 3 clusters Score -1226123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1226128.250000 Penalty: 3059.475586
	Iteration 25Q: 3 clusters Score -1226128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1226133.875000 Penalty: 3059.475586
	Iteration 26Q: 3 clusters Score -1226134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1226136.750000 Penalty: 3059.475586
	Iteration 27Q: 3 clusters Score -1226137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1226138.875000 Penalty: 3059.475586
	Iteration 28Q: 3 clusters Score -1226139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1226143.375000 Penalty: 3059.475586
	Iteration 29Q: 3 clusters Score -1226143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1226147.125000 Penalty: 3059.475586
	Iteration 30Q: 3 clusters Score -1226147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1226150.375000 Penalty: 3059.475586
	Iteration 31Q: 3 clusters Score -1226150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1226150.125000 Penalty: 3059.475586
	Iteration 32Q: 3 clusters Score -1226150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1226150.125000 Penalty: 3059.475586
	Iteration 33F: 3 clusters Score -1226150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Entering Unmasked Estep 
Score: -1160478.750000 Penalty: 1523.328369
	Iteration 0F: 2 clusters Score -1160479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1152148.250000 Penalty: 3046.656738
	Iteration 0F: 3 clusters Score -1152148 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1154906.000000 Penalty: 3046.656738
	Iteration 1F: 3 clusters Score -1154906 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1155177.875000 Penalty: 3046.656738
	Iteration 2F: 3 clusters Score -1155178 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1155420.250000 Penalty: 3046.656738
	Iteration 3Q: 3 clusters Score -1155420 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1155664.375000 Penalty: 3046.656738
	Iteration 4Q: 3 clusters Score -1155664 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1155974.375000 Penalty: 3046.656738
	Iteration 5Q: 3 clusters Score -1155974 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1156357.750000 Penalty: 3046.656738
	Iteration 6F: 3 clusters Score -1156358 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1156842.375000 Penalty: 3046.656738
	Iteration 7F: 3 clusters Score -1156842 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1157395.625000 Penalty: 3046.656738
	Iteration 8F: 3 clusters Score -1157396 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1157942.625000 Penalty: 3046.656738
	Iteration 9F: 3 clusters Score -1157943 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1158398.000000 Penalty: 3046.656738
	Iteration 10Q: 3 clusters Score -1158398 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1158706.625000 Penalty: 3046.656738
	Iteration 11Q: 3 clusters Score -1158707 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1158894.250000 Penalty: 3046.656738
	Iteration 12Q: 3 clusters Score -1158894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1159003.125000 Penalty: 3046.656738
	Iteration 13Q: 3 clusters Score -1159003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1159066.125000 Penalty: 3046.656738
	Iteration 14Q: 3 clusters Score -1159066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1159094.750000 Penalty: 3046.656738
	Iteration 15Q: 3 clusters Score -1159095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1159117.375000 Penalty: 3046.656738
	Iteration 16Q: 3 clusters Score -1159117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1159140.375000 Penalty: 3046.656738
	Iteration 17Q: 3 clusters Score -1159140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1159150.750000 Penalty: 3046.656738
	Iteration 18Q: 3 clusters Score -1159151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1159161.000000 Penalty: 3046.656738
	Iteration 19Q: 3 clusters Score -1159161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1159166.250000 Penalty: 3046.656738
	Iteration 20F: 3 clusters Score -1159166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1159173.875000 Penalty: 3046.656738
	Iteration 21Q: 3 clusters Score -1159174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1159175.875000 Penalty: 3046.656738
	Iteration 22Q: 3 clusters Score -1159176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1159182.000000 Penalty: 3046.656738
	Iteration 23Q: 3 clusters Score -1159182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1159184.125000 Penalty: 3046.656738
	Iteration 24Q: 3 clusters Score -1159184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1159186.500000 Penalty: 3046.656738
	Iteration 25Q: 3 clusters Score -1159186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1159188.250000 Penalty: 3046.656738
	Iteration 26Q: 3 clusters Score -1159188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1159190.125000 Penalty: 3046.656738
	Iteration 27Q: 3 clusters Score -1159190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1159190.125000 Penalty: 3046.656738
	Iteration 28F: 3 clusters Score -1159190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -591997.312500 Penalty: 1411.572266
	Iteration 0F: 2 clusters Score -591997.3 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 2966 members 
Entering Unmasked Estep 
Score: -587432.562500 Penalty: 2823.144531
	Iteration 0F: 3 clusters Score -587432.6 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -589012.187500 Penalty: 2823.144531
	Iteration 1F: 3 clusters Score -589012.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -589372.250000 Penalty: 2823.144531
	Iteration 2F: 3 clusters Score -589372.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -589700.812500 Penalty: 2823.144531
	Iteration 3F: 3 clusters Score -589700.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -590008.500000 Penalty: 2823.144531
	Iteration 4F: 3 clusters Score -590008.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -590335.875000 Penalty: 2823.144531
	Iteration 5F: 3 clusters Score -590335.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -590634.875000 Penalty: 2823.144531
	Iteration 6F: 3 clusters Score -590634.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -590893.062500 Penalty: 2823.144531
	Iteration 7Q: 3 clusters Score -590893.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -591051.437500 Penalty: 2823.144531
	Iteration 8Q: 3 clusters Score -591051.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -591169.187500 Penalty: 2823.144531
	Iteration 9Q: 3 clusters Score -591169.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -591277.625000 Penalty: 2823.144531
	Iteration 10Q: 3 clusters Score -591277.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -591377.312500 Penalty: 2823.144531
	Iteration 11Q: 3 clusters Score -591377.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -591437.062500 Penalty: 2823.144531
	Iteration 12Q: 3 clusters Score -591437.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -591471.750000 Penalty: 2823.144531
	Iteration 13Q: 3 clusters Score -591471.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -591494.625000 Penalty: 2823.144531
	Iteration 14Q: 3 clusters Score -591494.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -591511.375000 Penalty: 2823.144531
	Iteration 15Q: 3 clusters Score -591511.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -591518.500000 Penalty: 2823.144531
	Iteration 16Q: 3 clusters Score -591518.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -591525.000000 Penalty: 2823.144531
	Iteration 17Q: 3 clusters Score -591525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -591532.375000 Penalty: 2823.144531
	Iteration 18Q: 3 clusters Score -591532.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -591533.937500 Penalty: 2823.144531
	Iteration 19Q: 3 clusters Score -591533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -591539.375000 Penalty: 2823.144531
	Iteration 20F: 3 clusters Score -591539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -591539.875000 Penalty: 2823.144531
	Iteration 21Q: 3 clusters Score -591539.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -591539.875000 Penalty: 2823.144531
	Iteration 22F: 3 clusters Score -591539.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Entering Unmasked Estep 
Score: -1523294.625000 Penalty: 1567.108521
	Iteration 0F: 2 clusters Score -1523295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1512663.250000 Penalty: 3134.217041
	Iteration 0F: 3 clusters Score -1512663 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1516363.000000 Penalty: 3134.217041
	Iteration 1F: 3 clusters Score -1516363 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1516676.375000 Penalty: 3134.217041
	Iteration 2F: 3 clusters Score -1516676 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1516925.625000 Penalty: 3134.217041
	Iteration 3Q: 3 clusters Score -1516926 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1517135.000000 Penalty: 3134.217041
	Iteration 4Q: 3 clusters Score -1517135 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1517344.750000 Penalty: 3134.217041
	Iteration 5Q: 3 clusters Score -1517345 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1517593.250000 Penalty: 3134.217041
	Iteration 6Q: 3 clusters Score -1517593 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1517895.750000 Penalty: 3134.217041
	Iteration 7Q: 3 clusters Score -1517896 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1518283.875000 Penalty: 3134.217041
	Iteration 8Q: 3 clusters Score -1518284 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1518849.000000 Penalty: 3134.217041
	Iteration 9F: 3 clusters Score -1518849 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1519565.500000 Penalty: 3134.217041
	Iteration 10F: 3 clusters Score -1519566 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1520354.750000 Penalty: 3134.217041
	Iteration 11F: 3 clusters Score -1520355 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1521038.500000 Penalty: 3134.217041
	Iteration 12Q: 3 clusters Score -1521038 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1521420.375000 Penalty: 3134.217041
	Iteration 13Q: 3 clusters Score -1521420 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1521646.375000 Penalty: 3134.217041
	Iteration 14Q: 3 clusters Score -1521646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1521759.250000 Penalty: 3134.217041
	Iteration 15Q: 3 clusters Score -1521759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1521827.000000 Penalty: 3134.217041
	Iteration 16Q: 3 clusters Score -1521827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1521865.750000 Penalty: 3134.217041
	Iteration 17Q: 3 clusters Score -1521866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1521884.500000 Penalty: 3134.217041
	Iteration 18Q: 3 clusters Score -1521884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1521897.875000 Penalty: 3134.217041
	Iteration 19Q: 3 clusters Score -1521898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1521904.750000 Penalty: 3134.217041
	Iteration 20F: 3 clusters Score -1521905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1521910.500000 Penalty: 3134.217041
	Iteration 21Q: 3 clusters Score -1521910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1521916.875000 Penalty: 3134.217041
	Iteration 22Q: 3 clusters Score -1521917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1521925.250000 Penalty: 3134.217041
	Iteration 23Q: 3 clusters Score -1521925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1521931.375000 Penalty: 3134.217041
	Iteration 24Q: 3 clusters Score -1521931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1521936.250000 Penalty: 3134.217041
	Iteration 25Q: 3 clusters Score -1521936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1521936.250000 Penalty: 3134.217041
	Iteration 26F: 3 clusters Score -1521936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Entering Unmasked Estep 
Score: -2046537.500000 Penalty: 1610.377563
	Iteration 0F: 2 clusters Score -2046538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2032949.750000 Penalty: 3220.755127
	Iteration 0F: 3 clusters Score -2032950 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2037643.500000 Penalty: 3220.755127
	Iteration 1F: 3 clusters Score -2037644 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2038052.875000 Penalty: 3220.755127
	Iteration 2F: 3 clusters Score -2038053 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2038535.875000 Penalty: 3220.755127
	Iteration 3F: 3 clusters Score -2038536 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2039173.500000 Penalty: 3220.755127
	Iteration 4F: 3 clusters Score -2039174 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2040061.125000 Penalty: 3220.755127
	Iteration 5F: 3 clusters Score -2040061 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2041226.000000 Penalty: 3220.755127
	Iteration 6F: 3 clusters Score -2041226 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2042544.500000 Penalty: 3220.755127
	Iteration 7F: 3 clusters Score -2042544 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2043619.000000 Penalty: 3220.755127
	Iteration 8F: 3 clusters Score -2043619 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2044295.125000 Penalty: 3220.755127
	Iteration 9Q: 3 clusters Score -2044295 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2044620.250000 Penalty: 3220.755127
	Iteration 10Q: 3 clusters Score -2044620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2044821.875000 Penalty: 3220.755127
	Iteration 11Q: 3 clusters Score -2044822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2044937.250000 Penalty: 3220.755127
	Iteration 12Q: 3 clusters Score -2044937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2044987.250000 Penalty: 3220.755127
	Iteration 13Q: 3 clusters Score -2044987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2045019.125000 Penalty: 3220.755127
	Iteration 14Q: 3 clusters Score -2045019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2045036.375000 Penalty: 3220.755127
	Iteration 15Q: 3 clusters Score -2045036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2045055.500000 Penalty: 3220.755127
	Iteration 16Q: 3 clusters Score -2045056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2045065.250000 Penalty: 3220.755127
	Iteration 17Q: 3 clusters Score -2045065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2045075.750000 Penalty: 3220.755127
	Iteration 18Q: 3 clusters Score -2045076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2045089.125000 Penalty: 3220.755127
	Iteration 19Q: 3 clusters Score -2045089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2045100.625000 Penalty: 3220.755127
	Iteration 20F: 3 clusters Score -2045101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2045112.000000 Penalty: 3220.755127
	Iteration 21Q: 3 clusters Score -2045112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2045118.875000 Penalty: 3220.755127
	Iteration 22Q: 3 clusters Score -2045119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2045124.000000 Penalty: 3220.755127
	Iteration 23Q: 3 clusters Score -2045124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2045126.750000 Penalty: 3220.755127
	Iteration 24Q: 3 clusters Score -2045127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2045128.500000 Penalty: 3220.755127
	Iteration 25Q: 3 clusters Score -2045128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2045128.625000 Penalty: 3220.755127
	Iteration 26Q: 3 clusters Score -2045129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2045132.750000 Penalty: 3220.755127
	Iteration 27Q: 3 clusters Score -2045133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2045132.750000 Penalty: 3220.755127
	Iteration 28Q: 3 clusters Score -2045133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2045135.000000 Penalty: 3220.755127
	Iteration 29Q: 3 clusters Score -2045135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2045133.875000 Penalty: 3220.755127
	Iteration 30Q: 3 clusters Score -2045134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2045135.750000 Penalty: 3220.755127
	Iteration 31Q: 3 clusters Score -2045136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2045139.125000 Penalty: 3220.755127
	Iteration 32Q: 3 clusters Score -2045139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2045140.250000 Penalty: 3220.755127
	Iteration 33Q: 3 clusters Score -2045140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2045145.500000 Penalty: 3220.755127
	Iteration 34Q: 3 clusters Score -2045146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2045145.500000 Penalty: 3220.755127
	Iteration 35F: 3 clusters Score -2045146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -135720.781250 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -135720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134002.984375 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -134003 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134324.406250 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -134324.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134406.453125 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -134406.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -134452.265625 Penalty: 2364.205811
	Iteration 3Q: 3 clusters Score -134452.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -134488.171875 Penalty: 2364.205811
	Iteration 4Q: 3 clusters Score -134488.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134519.265625 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -134519.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134539.234375 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -134539.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134553.656250 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -134553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134563.187500 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -134563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134566.765625 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -134566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -134574.218750 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -134574.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -134580.593750 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -134580.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134586.765625 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -134586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134590.625000 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -134590.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -134593.078125 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -134593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134595.843750 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -134595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -134598.859375 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -134598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134601.781250 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -134601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134605.859375 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -134605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134606.765625 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -134606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134608.578125 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -134608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134609.921875 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -134609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134610.171875 Penalty: 2364.205811
	Iteration 22Q: 3 clusters Score -134610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134610.781250 Penalty: 2364.205811
	Iteration 23Q: 3 clusters Score -134610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134612.750000 Penalty: 2364.205811
	Iteration 24Q: 3 clusters Score -134612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134613.890625 Penalty: 2364.205811
	Iteration 25Q: 3 clusters Score -134613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134614.671875 Penalty: 2364.205811
	Iteration 26Q: 3 clusters Score -134614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134615.265625 Penalty: 2364.205811
	Iteration 27Q: 3 clusters Score -134615.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134617.437500 Penalty: 2364.205811
	Iteration 28Q: 3 clusters Score -134617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134622.203125 Penalty: 2364.205811
	Iteration 29Q: 3 clusters Score -134622.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134628.671875 Penalty: 2364.205811
	Iteration 30Q: 3 clusters Score -134628.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -134638.343750 Penalty: 2364.205811
	Iteration 31Q: 3 clusters Score -134638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134641.734375 Penalty: 2364.205811
	Iteration 32Q: 3 clusters Score -134641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134644.984375 Penalty: 2364.205811
	Iteration 33Q: 3 clusters Score -134645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -134648.953125 Penalty: 2364.205811
	Iteration 34Q: 3 clusters Score -134649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134654.875000 Penalty: 2364.205811
	Iteration 35Q: 3 clusters Score -134654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134662.187500 Penalty: 2364.205811
	Iteration 36Q: 3 clusters Score -134662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134672.031250 Penalty: 2364.205811
	Iteration 37Q: 3 clusters Score -134672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134681.968750 Penalty: 2364.205811
	Iteration 38Q: 3 clusters Score -134682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -134688.859375 Penalty: 2364.205811
	Iteration 39Q: 3 clusters Score -134688.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134698.156250 Penalty: 2364.205811
	Iteration 40F: 3 clusters Score -134698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -134707.109375 Penalty: 2364.205811
	Iteration 41Q: 3 clusters Score -134707.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134717.125000 Penalty: 2364.205811
	Iteration 42Q: 3 clusters Score -134717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -134732.828125 Penalty: 2364.205811
	Iteration 43Q: 3 clusters Score -134732.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -134745.250000 Penalty: 2364.205811
	Iteration 44Q: 3 clusters Score -134745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134754.953125 Penalty: 2364.205811
	Iteration 45Q: 3 clusters Score -134755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134767.796875 Penalty: 2364.205811
	Iteration 46Q: 3 clusters Score -134767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134782.375000 Penalty: 2364.205811
	Iteration 47Q: 3 clusters Score -134782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134790.578125 Penalty: 2364.205811
	Iteration 48Q: 3 clusters Score -134790.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134800.937500 Penalty: 2364.205811
	Iteration 49Q: 3 clusters Score -134800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134804.796875 Penalty: 2364.205811
	Iteration 50Q: 3 clusters Score -134804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134805.859375 Penalty: 2364.205811
	Iteration 51Q: 3 clusters Score -134805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134809.265625 Penalty: 2364.205811
	Iteration 52Q: 3 clusters Score -134809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134812.640625 Penalty: 2364.205811
	Iteration 53Q: 3 clusters Score -134812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -134816.015625 Penalty: 2364.205811
	Iteration 54Q: 3 clusters Score -134816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -134818.718750 Penalty: 2364.205811
	Iteration 55Q: 3 clusters Score -134818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -134821.062500 Penalty: 2364.205811
	Iteration 56Q: 3 clusters Score -134821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134823.718750 Penalty: 2364.205811
	Iteration 57Q: 3 clusters Score -134823.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134825.468750 Penalty: 2364.205811
	Iteration 58Q: 3 clusters Score -134825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134827.343750 Penalty: 2364.205811
	Iteration 59Q: 3 clusters Score -134827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134830.062500 Penalty: 2364.205811
	Iteration 60F: 3 clusters Score -134830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134834.031250 Penalty: 2364.205811
	Iteration 61Q: 3 clusters Score -134834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -134837.734375 Penalty: 2364.205811
	Iteration 62Q: 3 clusters Score -134837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134843.703125 Penalty: 2364.205811
	Iteration 63Q: 3 clusters Score -134843.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134849.406250 Penalty: 2364.205811
	Iteration 64Q: 3 clusters Score -134849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -134851.046875 Penalty: 2364.205811
	Iteration 65Q: 3 clusters Score -134851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134852.578125 Penalty: 2364.205811
	Iteration 66Q: 3 clusters Score -134852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134853.015625 Penalty: 2364.205811
	Iteration 67Q: 3 clusters Score -134853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134853.593750 Penalty: 2364.205811
	Iteration 68Q: 3 clusters Score -134853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134853.921875 Penalty: 2364.205811
	Iteration 69Q: 3 clusters Score -134853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -134853.921875 Penalty: 2364.205811
	Iteration 70F: 3 clusters Score -134853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -711205.625000 Penalty: 1447.355103
	Iteration 0F: 2 clusters Score -711205.6 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 3618 members 
Entering Unmasked Estep 
Score: -705705.000000 Penalty: 2894.710205
	Iteration 0F: 3 clusters Score -705705 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -707449.437500 Penalty: 2894.710205
	Iteration 1F: 3 clusters Score -707449.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -707919.562500 Penalty: 2894.710205
	Iteration 2F: 3 clusters Score -707919.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -708423.000000 Penalty: 2894.710205
	Iteration 3F: 3 clusters Score -708423 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -708886.000000 Penalty: 2894.710205
	Iteration 4F: 3 clusters Score -708886 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -709274.000000 Penalty: 2894.710205
	Iteration 5F: 3 clusters Score -709274 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -709559.062500 Penalty: 2894.710205
	Iteration 6F: 3 clusters Score -709559.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -709766.437500 Penalty: 2894.710205
	Iteration 7Q: 3 clusters Score -709766.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -709911.625000 Penalty: 2894.710205
	Iteration 8Q: 3 clusters Score -709911.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -710017.500000 Penalty: 2894.710205
	Iteration 9Q: 3 clusters Score -710017.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -710085.437500 Penalty: 2894.710205
	Iteration 10Q: 3 clusters Score -710085.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -710120.000000 Penalty: 2894.710205
	Iteration 11Q: 3 clusters Score -710120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -710137.250000 Penalty: 2894.710205
	Iteration 12Q: 3 clusters Score -710137.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -710153.687500 Penalty: 2894.710205
	Iteration 13Q: 3 clusters Score -710153.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -710163.750000 Penalty: 2894.710205
	Iteration 14Q: 3 clusters Score -710163.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -710171.000000 Penalty: 2894.710205
	Iteration 15Q: 3 clusters Score -710171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -710173.687500 Penalty: 2894.710205
	Iteration 16Q: 3 clusters Score -710173.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -710175.187500 Penalty: 2894.710205
	Iteration 17Q: 3 clusters Score -710175.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -710181.437500 Penalty: 2894.710205
	Iteration 18Q: 3 clusters Score -710181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -710183.875000 Penalty: 2894.710205
	Iteration 19Q: 3 clusters Score -710183.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -710187.062500 Penalty: 2894.710205
	Iteration 20F: 3 clusters Score -710187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -710187.375000 Penalty: 2894.710205
	Iteration 21Q: 3 clusters Score -710187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -710187.250000 Penalty: 2894.710205
	Iteration 22Q: 3 clusters Score -710187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -710187.125000 Penalty: 2894.710205
	Iteration 23Q: 3 clusters Score -710187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -710187.125000 Penalty: 2894.710205
	Iteration 24F: 3 clusters Score -710187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Entering Unmasked Estep 
Score: -1400911.125000 Penalty: 1554.529419
	Iteration 0F: 2 clusters Score -1400911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1390966.375000 Penalty: 3109.058838
	Iteration 0F: 3 clusters Score -1390966 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1394410.625000 Penalty: 3109.058838
	Iteration 1F: 3 clusters Score -1394411 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1394718.375000 Penalty: 3109.058838
	Iteration 2F: 3 clusters Score -1394718 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1395006.125000 Penalty: 3109.058838
	Iteration 3F: 3 clusters Score -1395006 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1395293.625000 Penalty: 3109.058838
	Iteration 4Q: 3 clusters Score -1395294 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1395583.625000 Penalty: 3109.058838
	Iteration 5Q: 3 clusters Score -1395584 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1395988.625000 Penalty: 3109.058838
	Iteration 6F: 3 clusters Score -1395989 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1396488.875000 Penalty: 3109.058838
	Iteration 7F: 3 clusters Score -1396489 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1397110.125000 Penalty: 3109.058838
	Iteration 8F: 3 clusters Score -1397110 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1397823.125000 Penalty: 3109.058838
	Iteration 9F: 3 clusters Score -1397823 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1398510.875000 Penalty: 3109.058838
	Iteration 10F: 3 clusters Score -1398511 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1398987.000000 Penalty: 3109.058838
	Iteration 11Q: 3 clusters Score -1398987 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1399227.000000 Penalty: 3109.058838
	Iteration 12Q: 3 clusters Score -1399227 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1399366.500000 Penalty: 3109.058838
	Iteration 13Q: 3 clusters Score -1399366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1399431.000000 Penalty: 3109.058838
	Iteration 14Q: 3 clusters Score -1399431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1399482.750000 Penalty: 3109.058838
	Iteration 15Q: 3 clusters Score -1399483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1399514.250000 Penalty: 3109.058838
	Iteration 16Q: 3 clusters Score -1399514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1399532.250000 Penalty: 3109.058838
	Iteration 17Q: 3 clusters Score -1399532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1399546.500000 Penalty: 3109.058838
	Iteration 18Q: 3 clusters Score -1399546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1399555.375000 Penalty: 3109.058838
	Iteration 19Q: 3 clusters Score -1399555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1399562.500000 Penalty: 3109.058838
	Iteration 20F: 3 clusters Score -1399562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1399568.375000 Penalty: 3109.058838
	Iteration 21Q: 3 clusters Score -1399568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1399572.125000 Penalty: 3109.058838
	Iteration 22Q: 3 clusters Score -1399572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1399573.125000 Penalty: 3109.058838
	Iteration 23Q: 3 clusters Score -1399573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1399573.125000 Penalty: 3109.058838
	Iteration 24F: 3 clusters Score -1399573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Entering Unmasked Estep 
Score: -4293813.000000 Penalty: 1734.109131
	Iteration 0F: 2 clusters Score -4293813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4264762.500000 Penalty: 3468.218262
	Iteration 0F: 3 clusters Score -4264762 nChanged 20231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4276430.500000 Penalty: 3468.218262
	Iteration 1F: 3 clusters Score -4276430 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4277258.000000 Penalty: 3468.218262
	Iteration 2Q: 3 clusters Score -4277258 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4278307.500000 Penalty: 3468.218262
	Iteration 3F: 3 clusters Score -4278308 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4279832.000000 Penalty: 3468.218262
	Iteration 4F: 3 clusters Score -4279832 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4281977.500000 Penalty: 3468.218262
	Iteration 5F: 3 clusters Score -4281978 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -4284501.000000 Penalty: 3468.218262
	Iteration 6F: 3 clusters Score -4284501 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -4287012.500000 Penalty: 3468.218262
	Iteration 7F: 3 clusters Score -4287012 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4289329.000000 Penalty: 3468.218262
	Iteration 8F: 3 clusters Score -4289329 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4290821.000000 Penalty: 3468.218262
	Iteration 9Q: 3 clusters Score -4290821 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4291556.500000 Penalty: 3468.218262
	Iteration 10Q: 3 clusters Score -4291556 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4291962.000000 Penalty: 3468.218262
	Iteration 11Q: 3 clusters Score -4291962 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4292166.000000 Penalty: 3468.218262
	Iteration 12Q: 3 clusters Score -4292166 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4292275.000000 Penalty: 3468.218262
	Iteration 13Q: 3 clusters Score -4292275 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4292362.500000 Penalty: 3468.218262
	Iteration 14Q: 3 clusters Score -4292362 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -4292446.500000 Penalty: 3468.218262
	Iteration 15Q: 3 clusters Score -4292446 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4292508.000000 Penalty: 3468.218262
	Iteration 16Q: 3 clusters Score -4292508 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4292569.000000 Penalty: 3468.218262
	Iteration 17Q: 3 clusters Score -4292569 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4292611.500000 Penalty: 3468.218262
	Iteration 18Q: 3 clusters Score -4292612 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4292648.000000 Penalty: 3468.218262
	Iteration 19Q: 3 clusters Score -4292648 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4292683.500000 Penalty: 3468.218262
	Iteration 20F: 3 clusters Score -4292684 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4292720.500000 Penalty: 3468.218262
	Iteration 21Q: 3 clusters Score -4292720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4292755.500000 Penalty: 3468.218262
	Iteration 22Q: 3 clusters Score -4292756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4292779.000000 Penalty: 3468.218262
	Iteration 23Q: 3 clusters Score -4292779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4292809.500000 Penalty: 3468.218262
	Iteration 24Q: 3 clusters Score -4292810 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4292847.500000 Penalty: 3468.218262
	Iteration 25Q: 3 clusters Score -4292848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4292876.500000 Penalty: 3468.218262
	Iteration 26Q: 3 clusters Score -4292876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4292900.000000 Penalty: 3468.218262
	Iteration 27Q: 3 clusters Score -4292900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4292918.500000 Penalty: 3468.218262
	Iteration 28Q: 3 clusters Score -4292918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4292932.000000 Penalty: 3468.218262
	Iteration 29Q: 3 clusters Score -4292932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4292936.000000 Penalty: 3468.218262
	Iteration 30Q: 3 clusters Score -4292936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4292960.000000 Penalty: 3468.218262
	Iteration 31Q: 3 clusters Score -4292960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4292972.500000 Penalty: 3468.218262
	Iteration 32Q: 3 clusters Score -4292972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4292989.000000 Penalty: 3468.218262
	Iteration 33Q: 3 clusters Score -4292989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4292995.000000 Penalty: 3468.218262
	Iteration 34Q: 3 clusters Score -4292995 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4293009.500000 Penalty: 3468.218262
	Iteration 35Q: 3 clusters Score -4293010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4293024.500000 Penalty: 3468.218262
	Iteration 36Q: 3 clusters Score -4293024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4293035.500000 Penalty: 3468.218262
	Iteration 37Q: 3 clusters Score -4293036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4293044.000000 Penalty: 3468.218262
	Iteration 38Q: 3 clusters Score -4293044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4293045.000000 Penalty: 3468.218262
	Iteration 39Q: 3 clusters Score -4293045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4293051.000000 Penalty: 3468.218262
	Iteration 40F: 3 clusters Score -4293051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4293055.500000 Penalty: 3468.218262
	Iteration 41Q: 3 clusters Score -4293056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4293065.500000 Penalty: 3468.218262
	Iteration 42Q: 3 clusters Score -4293066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4293081.000000 Penalty: 3468.218262
	Iteration 43Q: 3 clusters Score -4293081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4293080.000000 Penalty: 3468.218262
	Iteration 44Q: 3 clusters Score -4293080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4293077.000000 Penalty: 3468.218262
	Iteration 45Q: 3 clusters Score -4293077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4293082.000000 Penalty: 3468.218262
	Iteration 46Q: 3 clusters Score -4293082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4293089.000000 Penalty: 3468.218262
	Iteration 47Q: 3 clusters Score -4293089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4293091.000000 Penalty: 3468.218262
	Iteration 48Q: 3 clusters Score -4293091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4293093.500000 Penalty: 3468.218262
	Iteration 49Q: 3 clusters Score -4293094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4293093.000000 Penalty: 3468.218262
	Iteration 50Q: 3 clusters Score -4293093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4293092.500000 Penalty: 3468.218262
	Iteration 51Q: 3 clusters Score -4293092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4293093.500000 Penalty: 3468.218262
	Iteration 52Q: 3 clusters Score -4293094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4293093.500000 Penalty: 3468.218262
	Iteration 53Q: 3 clusters Score -4293094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4293096.000000 Penalty: 3468.218262
	Iteration 54Q: 3 clusters Score -4293096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4293096.500000 Penalty: 3468.218262
	Iteration 55Q: 3 clusters Score -4293096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4293096.000000 Penalty: 3468.218262
	Iteration 56Q: 3 clusters Score -4293096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4293089.000000 Penalty: 3468.218262
	Iteration 57Q: 3 clusters Score -4293089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4293092.500000 Penalty: 3468.218262
	Iteration 58Q: 3 clusters Score -4293092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4293098.000000 Penalty: 3468.218262
	Iteration 59Q: 3 clusters Score -4293098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4293100.000000 Penalty: 3468.218262
	Iteration 60F: 3 clusters Score -4293100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4293102.000000 Penalty: 3468.218262
	Iteration 61Q: 3 clusters Score -4293102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4293104.000000 Penalty: 3468.218262
	Iteration 62Q: 3 clusters Score -4293104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4293102.000000 Penalty: 3468.218262
	Iteration 63Q: 3 clusters Score -4293102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4293099.000000 Penalty: 3468.218262
	Iteration 64Q: 3 clusters Score -4293099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4293102.000000 Penalty: 3468.218262
	Iteration 65Q: 3 clusters Score -4293102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4293097.500000 Penalty: 3468.218262
	Iteration 66Q: 3 clusters Score -4293098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4293102.000000 Penalty: 3468.218262
	Iteration 67Q: 3 clusters Score -4293102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4293102.000000 Penalty: 3468.218262
	Iteration 68Q: 3 clusters Score -4293102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4293096.500000 Penalty: 3468.218262
	Iteration 69Q: 3 clusters Score -4293096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4293104.500000 Penalty: 3468.218262
	Iteration 70Q: 3 clusters Score -4293104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4293100.500000 Penalty: 3468.218262
	Iteration 71Q: 3 clusters Score -4293100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4293101.500000 Penalty: 3468.218262
	Iteration 72Q: 3 clusters Score -4293102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4293099.500000 Penalty: 3468.218262
	Iteration 73Q: 3 clusters Score -4293100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4293105.000000 Penalty: 3468.218262
	Iteration 74Q: 3 clusters Score -4293105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4293109.000000 Penalty: 3468.218262
	Iteration 75Q: 3 clusters Score -4293109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4293108.000000 Penalty: 3468.218262
	Iteration 76Q: 3 clusters Score -4293108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4293105.000000 Penalty: 3468.218262
	Iteration 77Q: 3 clusters Score -4293105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4293103.500000 Penalty: 3468.218262
	Iteration 78Q: 3 clusters Score -4293104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4293104.500000 Penalty: 3468.218262
	Iteration 79Q: 3 clusters Score -4293104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4293102.000000 Penalty: 3468.218262
	Iteration 80F: 3 clusters Score -4293102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4293101.000000 Penalty: 3468.218262
	Iteration 81Q: 3 clusters Score -4293101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4293105.500000 Penalty: 3468.218262
	Iteration 82Q: 3 clusters Score -4293106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4293107.500000 Penalty: 3468.218262
	Iteration 83Q: 3 clusters Score -4293108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4293110.000000 Penalty: 3468.218262
	Iteration 84Q: 3 clusters Score -4293110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4293111.500000 Penalty: 3468.218262
	Iteration 85Q: 3 clusters Score -4293112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4293111.500000 Penalty: 3468.218262
	Iteration 86F: 3 clusters Score -4293112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -620730.750000 Penalty: 1427.799316
	Iteration 0F: 2 clusters Score -620730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -615783.125000 Penalty: 2855.598633
	Iteration 0F: 3 clusters Score -615783.1 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -617313.750000 Penalty: 2855.598633
	Iteration 1F: 3 clusters Score -617313.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -617525.312500 Penalty: 2855.598633
	Iteration 2F: 3 clusters Score -617525.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -617666.000000 Penalty: 2855.598633
	Iteration 3Q: 3 clusters Score -617666 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -617796.937500 Penalty: 2855.598633
	Iteration 4Q: 3 clusters Score -617796.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -617951.125000 Penalty: 2855.598633
	Iteration 5Q: 3 clusters Score -617951.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -618138.625000 Penalty: 2855.598633
	Iteration 6Q: 3 clusters Score -618138.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -618344.187500 Penalty: 2855.598633
	Iteration 7Q: 3 clusters Score -618344.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -618552.250000 Penalty: 2855.598633
	Iteration 8Q: 3 clusters Score -618552.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -618795.000000 Penalty: 2855.598633
	Iteration 9Q: 3 clusters Score -618795 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -619043.562500 Penalty: 2855.598633
	Iteration 10Q: 3 clusters Score -619043.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -619304.500000 Penalty: 2855.598633
	Iteration 11Q: 3 clusters Score -619304.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -619533.812500 Penalty: 2855.598633
	Iteration 12Q: 3 clusters Score -619533.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -619725.625000 Penalty: 2855.598633
	Iteration 13Q: 3 clusters Score -619725.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -619872.187500 Penalty: 2855.598633
	Iteration 14Q: 3 clusters Score -619872.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -619967.687500 Penalty: 2855.598633
	Iteration 15Q: 3 clusters Score -619967.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -620032.437500 Penalty: 2855.598633
	Iteration 16Q: 3 clusters Score -620032.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -620088.687500 Penalty: 2855.598633
	Iteration 17Q: 3 clusters Score -620088.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -620124.125000 Penalty: 2855.598633
	Iteration 18Q: 3 clusters Score -620124.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -620144.187500 Penalty: 2855.598633
	Iteration 19Q: 3 clusters Score -620144.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -620163.875000 Penalty: 2855.598633
	Iteration 20F: 3 clusters Score -620163.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -620178.437500 Penalty: 2855.598633
	Iteration 21Q: 3 clusters Score -620178.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -620197.125000 Penalty: 2855.598633
	Iteration 22Q: 3 clusters Score -620197.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -620213.562500 Penalty: 2855.598633
	Iteration 23Q: 3 clusters Score -620213.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -620234.375000 Penalty: 2855.598633
	Iteration 24Q: 3 clusters Score -620234.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -620254.937500 Penalty: 2855.598633
	Iteration 25Q: 3 clusters Score -620254.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -620272.875000 Penalty: 2855.598633
	Iteration 26Q: 3 clusters Score -620272.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -620295.125000 Penalty: 2855.598633
	Iteration 27Q: 3 clusters Score -620295.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -620311.500000 Penalty: 2855.598633
	Iteration 28Q: 3 clusters Score -620311.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -620330.937500 Penalty: 2855.598633
	Iteration 29Q: 3 clusters Score -620330.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -620341.000000 Penalty: 2855.598633
	Iteration 30Q: 3 clusters Score -620341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -620352.750000 Penalty: 2855.598633
	Iteration 31Q: 3 clusters Score -620352.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -620378.875000 Penalty: 2855.598633
	Iteration 32Q: 3 clusters Score -620378.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -620411.312500 Penalty: 2855.598633
	Iteration 33Q: 3 clusters Score -620411.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -620436.625000 Penalty: 2855.598633
	Iteration 34Q: 3 clusters Score -620436.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -620473.812500 Penalty: 2855.598633
	Iteration 35Q: 3 clusters Score -620473.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -620507.312500 Penalty: 2855.598633
	Iteration 36Q: 3 clusters Score -620507.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -620562.000000 Penalty: 2855.598633
	Iteration 37Q: 3 clusters Score -620562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -620586.437500 Penalty: 2855.598633
	Iteration 38Q: 3 clusters Score -620586.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -620597.562500 Penalty: 2855.598633
	Iteration 39Q: 3 clusters Score -620597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -620605.812500 Penalty: 2855.598633
	Iteration 40F: 3 clusters Score -620605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -620612.062500 Penalty: 2855.598633
	Iteration 41Q: 3 clusters Score -620612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -620613.750000 Penalty: 2855.598633
	Iteration 42Q: 3 clusters Score -620613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -620616.625000 Penalty: 2855.598633
	Iteration 43Q: 3 clusters Score -620616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -620616.125000 Penalty: 2855.598633
	Iteration 44Q: 3 clusters Score -620616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -620617.812500 Penalty: 2855.598633
	Iteration 45Q: 3 clusters Score -620617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -620619.250000 Penalty: 2855.598633
	Iteration 46Q: 3 clusters Score -620619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -620619.187500 Penalty: 2855.598633
	Iteration 47Q: 3 clusters Score -620619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -620619.187500 Penalty: 2855.598633
	Iteration 48F: 3 clusters Score -620619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -100213.320312 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -100213.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98692.656250 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -98692.66 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99055.476562 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -99055.48 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99219.195312 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -99219.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -99323.109375 Penalty: 2301.281982
	Iteration 3F: 3 clusters Score -99323.11 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99386.578125 Penalty: 2301.281982
	Iteration 4Q: 3 clusters Score -99386.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -99439.726562 Penalty: 2301.281982
	Iteration 5Q: 3 clusters Score -99439.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -99464.812500 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -99464.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -99488.906250 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -99488.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -99498.804688 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -99498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -99505.179688 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -99505.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -99508.960938 Penalty: 2301.281982
	Iteration 10Q: 3 clusters Score -99508.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -99510.953125 Penalty: 2301.281982
	Iteration 11Q: 3 clusters Score -99510.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -99513.296875 Penalty: 2301.281982
	Iteration 12Q: 3 clusters Score -99513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -99514.039062 Penalty: 2301.281982
	Iteration 13Q: 3 clusters Score -99514.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -99515.093750 Penalty: 2301.281982
	Iteration 14Q: 3 clusters Score -99515.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -99515.882812 Penalty: 2301.281982
	Iteration 15Q: 3 clusters Score -99515.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -99516.281250 Penalty: 2301.281982
	Iteration 16Q: 3 clusters Score -99516.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -99516.968750 Penalty: 2301.281982
	Iteration 17Q: 3 clusters Score -99516.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -99518.523438 Penalty: 2301.281982
	Iteration 18Q: 3 clusters Score -99518.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -99519.492188 Penalty: 2301.281982
	Iteration 19Q: 3 clusters Score -99519.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -99521.750000 Penalty: 2301.281982
	Iteration 20F: 3 clusters Score -99521.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -99522.390625 Penalty: 2301.281982
	Iteration 21Q: 3 clusters Score -99522.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -99522.390625 Penalty: 2301.281982
	Iteration 22F: 3 clusters Score -99522.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -454308.000000 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -454308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -450357.500000 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -450357.5 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -451424.593750 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -451424.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -451697.062500 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -451697.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -451962.000000 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -451962 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -452204.625000 Penalty: 2765.804932
	Iteration 4F: 3 clusters Score -452204.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -452409.656250 Penalty: 2765.804932
	Iteration 5F: 3 clusters Score -452409.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -452594.218750 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -452594.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -452769.781250 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -452769.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -452918.218750 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -452918.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -453030.406250 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -453030.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -453149.093750 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -453149.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -453249.156250 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -453249.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -453331.750000 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -453331.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -453394.031250 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -453394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -453465.656250 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -453465.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -453547.343750 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -453547.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -453630.375000 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -453630.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -453711.937500 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -453711.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -453772.687500 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -453772.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -453805.687500 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -453805.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -453826.500000 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -453826.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -453840.781250 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -453840.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -453850.843750 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -453850.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -453856.062500 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -453856.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -453858.500000 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -453858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -453860.250000 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -453860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -453862.781250 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -453862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -453863.531250 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -453863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -453866.218750 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -453866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -453865.875000 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -453865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -453867.000000 Penalty: 2765.804932
	Iteration 30Q: 3 clusters Score -453867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -453866.437500 Penalty: 2765.804932
	Iteration 31Q: 3 clusters Score -453866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -453866.968750 Penalty: 2765.804932
	Iteration 32Q: 3 clusters Score -453867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -453867.718750 Penalty: 2765.804932
	Iteration 33Q: 3 clusters Score -453867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -453868.218750 Penalty: 2765.804932
	Iteration 34Q: 3 clusters Score -453868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -453868.843750 Penalty: 2765.804932
	Iteration 35Q: 3 clusters Score -453868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -453868.843750 Penalty: 2765.804932
	Iteration 36F: 3 clusters Score -453868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Entering Unmasked Estep 
Score: -2354301.250000 Penalty: 1639.288940
	Iteration 0F: 2 clusters Score -2354301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2338204.500000 Penalty: 3278.577881
	Iteration 0F: 3 clusters Score -2338204 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2344090.000000 Penalty: 3278.577881
	Iteration 1F: 3 clusters Score -2344090 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2344524.000000 Penalty: 3278.577881
	Iteration 2F: 3 clusters Score -2344524 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2344975.250000 Penalty: 3278.577881
	Iteration 3Q: 3 clusters Score -2344975 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2345560.750000 Penalty: 3278.577881
	Iteration 4Q: 3 clusters Score -2345561 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2346293.750000 Penalty: 3278.577881
	Iteration 5F: 3 clusters Score -2346294 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2347284.000000 Penalty: 3278.577881
	Iteration 6F: 3 clusters Score -2347284 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2348451.250000 Penalty: 3278.577881
	Iteration 7F: 3 clusters Score -2348451 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2349727.500000 Penalty: 3278.577881
	Iteration 8F: 3 clusters Score -2349728 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2350847.500000 Penalty: 3278.577881
	Iteration 9Q: 3 clusters Score -2350848 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2351606.750000 Penalty: 3278.577881
	Iteration 10Q: 3 clusters Score -2351607 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2352153.250000 Penalty: 3278.577881
	Iteration 11Q: 3 clusters Score -2352153 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2352515.000000 Penalty: 3278.577881
	Iteration 12Q: 3 clusters Score -2352515 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2352853.000000 Penalty: 3278.577881
	Iteration 13Q: 3 clusters Score -2352853 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2353052.250000 Penalty: 3278.577881
	Iteration 14Q: 3 clusters Score -2353052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2353177.250000 Penalty: 3278.577881
	Iteration 15Q: 3 clusters Score -2353177 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2353268.250000 Penalty: 3278.577881
	Iteration 16Q: 3 clusters Score -2353268 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2353351.500000 Penalty: 3278.577881
	Iteration 17Q: 3 clusters Score -2353352 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2353404.250000 Penalty: 3278.577881
	Iteration 18Q: 3 clusters Score -2353404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2353440.500000 Penalty: 3278.577881
	Iteration 19Q: 3 clusters Score -2353440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2353462.750000 Penalty: 3278.577881
	Iteration 20F: 3 clusters Score -2353463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2353485.500000 Penalty: 3278.577881
	Iteration 21Q: 3 clusters Score -2353486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2353498.500000 Penalty: 3278.577881
	Iteration 22Q: 3 clusters Score -2353498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2353510.500000 Penalty: 3278.577881
	Iteration 23Q: 3 clusters Score -2353510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2353525.000000 Penalty: 3278.577881
	Iteration 24Q: 3 clusters Score -2353525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2353535.000000 Penalty: 3278.577881
	Iteration 25Q: 3 clusters Score -2353535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2353544.250000 Penalty: 3278.577881
	Iteration 26Q: 3 clusters Score -2353544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2353554.500000 Penalty: 3278.577881
	Iteration 27Q: 3 clusters Score -2353554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2353564.000000 Penalty: 3278.577881
	Iteration 28Q: 3 clusters Score -2353564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2353574.250000 Penalty: 3278.577881
	Iteration 29Q: 3 clusters Score -2353574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2353585.250000 Penalty: 3278.577881
	Iteration 30Q: 3 clusters Score -2353585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2353593.500000 Penalty: 3278.577881
	Iteration 31Q: 3 clusters Score -2353594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2353600.000000 Penalty: 3278.577881
	Iteration 32Q: 3 clusters Score -2353600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2353605.000000 Penalty: 3278.577881
	Iteration 33Q: 3 clusters Score -2353605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2353614.750000 Penalty: 3278.577881
	Iteration 34Q: 3 clusters Score -2353615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2353619.750000 Penalty: 3278.577881
	Iteration 35Q: 3 clusters Score -2353620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2353624.750000 Penalty: 3278.577881
	Iteration 36Q: 3 clusters Score -2353625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2353625.750000 Penalty: 3278.577881
	Iteration 37Q: 3 clusters Score -2353626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2353629.750000 Penalty: 3278.577881
	Iteration 38Q: 3 clusters Score -2353630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2353631.750000 Penalty: 3278.577881
	Iteration 39Q: 3 clusters Score -2353632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2353639.750000 Penalty: 3278.577881
	Iteration 40F: 3 clusters Score -2353640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2353640.750000 Penalty: 3278.577881
	Iteration 41Q: 3 clusters Score -2353641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2353647.000000 Penalty: 3278.577881
	Iteration 42Q: 3 clusters Score -2353647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2353651.750000 Penalty: 3278.577881
	Iteration 43Q: 3 clusters Score -2353652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2353649.750000 Penalty: 3278.577881
	Iteration 44Q: 3 clusters Score -2353650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2353654.500000 Penalty: 3278.577881
	Iteration 45Q: 3 clusters Score -2353654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2353655.250000 Penalty: 3278.577881
	Iteration 46Q: 3 clusters Score -2353655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2353650.750000 Penalty: 3278.577881
	Iteration 47Q: 3 clusters Score -2353651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2353652.000000 Penalty: 3278.577881
	Iteration 48Q: 3 clusters Score -2353652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2353651.000000 Penalty: 3278.577881
	Iteration 49Q: 3 clusters Score -2353651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2353650.750000 Penalty: 3278.577881
	Iteration 50Q: 3 clusters Score -2353651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2353653.250000 Penalty: 3278.577881
	Iteration 51Q: 3 clusters Score -2353653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2353658.750000 Penalty: 3278.577881
	Iteration 52Q: 3 clusters Score -2353659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2353658.250000 Penalty: 3278.577881
	Iteration 53Q: 3 clusters Score -2353658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2353654.500000 Penalty: 3278.577881
	Iteration 54Q: 3 clusters Score -2353654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2353658.250000 Penalty: 3278.577881
	Iteration 55Q: 3 clusters Score -2353658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2353660.250000 Penalty: 3278.577881
	Iteration 56Q: 3 clusters Score -2353660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2353656.750000 Penalty: 3278.577881
	Iteration 57Q: 3 clusters Score -2353657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2353667.250000 Penalty: 3278.577881
	Iteration 58Q: 3 clusters Score -2353667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2353662.750000 Penalty: 3278.577881
	Iteration 59Q: 3 clusters Score -2353663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2353667.000000 Penalty: 3278.577881
	Iteration 60F: 3 clusters Score -2353667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -823121.125000 Penalty: 1465.005737
	Iteration 0F: 2 clusters Score -823121.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -817084.750000 Penalty: 2930.011475
	Iteration 0F: 3 clusters Score -817084.8 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -819061.750000 Penalty: 2930.011475
	Iteration 1F: 3 clusters Score -819061.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -819300.187500 Penalty: 2930.011475
	Iteration 2F: 3 clusters Score -819300.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -819477.625000 Penalty: 2930.011475
	Iteration 3Q: 3 clusters Score -819477.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -819640.750000 Penalty: 2930.011475
	Iteration 4Q: 3 clusters Score -819640.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -819772.812500 Penalty: 2930.011475
	Iteration 5Q: 3 clusters Score -819772.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -819885.687500 Penalty: 2930.011475
	Iteration 6Q: 3 clusters Score -819885.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -820009.562500 Penalty: 2930.011475
	Iteration 7Q: 3 clusters Score -820009.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -820136.375000 Penalty: 2930.011475
	Iteration 8Q: 3 clusters Score -820136.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -820265.187500 Penalty: 2930.011475
	Iteration 9Q: 3 clusters Score -820265.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -820394.125000 Penalty: 2930.011475
	Iteration 10Q: 3 clusters Score -820394.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -820531.437500 Penalty: 2930.011475
	Iteration 11Q: 3 clusters Score -820531.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -820674.062500 Penalty: 2930.011475
	Iteration 12Q: 3 clusters Score -820674.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -820826.687500 Penalty: 2930.011475
	Iteration 13Q: 3 clusters Score -820826.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -820967.875000 Penalty: 2930.011475
	Iteration 14Q: 3 clusters Score -820967.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -821104.312500 Penalty: 2930.011475
	Iteration 15Q: 3 clusters Score -821104.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -821238.000000 Penalty: 2930.011475
	Iteration 16Q: 3 clusters Score -821238 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -821347.375000 Penalty: 2930.011475
	Iteration 17Q: 3 clusters Score -821347.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -821437.437500 Penalty: 2930.011475
	Iteration 18Q: 3 clusters Score -821437.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -821508.187500 Penalty: 2930.011475
	Iteration 19Q: 3 clusters Score -821508.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -821563.250000 Penalty: 2930.011475
	Iteration 20F: 3 clusters Score -821563.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -821613.562500 Penalty: 2930.011475
	Iteration 21Q: 3 clusters Score -821613.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -821649.937500 Penalty: 2930.011475
	Iteration 22Q: 3 clusters Score -821649.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -821679.875000 Penalty: 2930.011475
	Iteration 23Q: 3 clusters Score -821679.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -821709.000000 Penalty: 2930.011475
	Iteration 24Q: 3 clusters Score -821709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -821732.750000 Penalty: 2930.011475
	Iteration 25Q: 3 clusters Score -821732.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -821747.875000 Penalty: 2930.011475
	Iteration 26Q: 3 clusters Score -821747.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -821771.937500 Penalty: 2930.011475
	Iteration 27Q: 3 clusters Score -821771.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -821787.625000 Penalty: 2930.011475
	Iteration 28Q: 3 clusters Score -821787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -821800.000000 Penalty: 2930.011475
	Iteration 29Q: 3 clusters Score -821800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -821816.937500 Penalty: 2930.011475
	Iteration 30Q: 3 clusters Score -821816.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -821827.687500 Penalty: 2930.011475
	Iteration 31Q: 3 clusters Score -821827.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -821838.250000 Penalty: 2930.011475
	Iteration 32Q: 3 clusters Score -821838.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -821843.750000 Penalty: 2930.011475
	Iteration 33Q: 3 clusters Score -821843.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -821847.250000 Penalty: 2930.011475
	Iteration 34Q: 3 clusters Score -821847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -821851.937500 Penalty: 2930.011475
	Iteration 35Q: 3 clusters Score -821851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -821853.437500 Penalty: 2930.011475
	Iteration 36Q: 3 clusters Score -821853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -821853.375000 Penalty: 2930.011475
	Iteration 37Q: 3 clusters Score -821853.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -821856.812500 Penalty: 2930.011475
	Iteration 38Q: 3 clusters Score -821856.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -821861.062500 Penalty: 2930.011475
	Iteration 39Q: 3 clusters Score -821861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -821861.062500 Penalty: 2930.011475
	Iteration 40F: 3 clusters Score -821861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -240177.343750 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -240177.3 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 1191 members 
Entering Unmasked Estep 
Score: -237829.671875 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -237829.7 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238335.875000 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -238335.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238433.781250 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -238433.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -238511.812500 Penalty: 2528.326904
	Iteration 3Q: 3 clusters Score -238511.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -238580.296875 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -238580.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -238630.468750 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -238630.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238666.437500 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -238666.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -238704.968750 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -238705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -238744.046875 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -238744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -238774.500000 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -238774.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -238815.453125 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -238815.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -238862.000000 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -238862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -238912.031250 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -238912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -238945.468750 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -238945.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -238965.375000 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -238965.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -238979.765625 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -238979.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -238989.703125 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -238989.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -238996.218750 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -238996.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -239003.828125 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -239003.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -239012.484375 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -239012.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -239018.953125 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -239019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -239022.750000 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -239022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -239026.968750 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -239027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -239031.421875 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -239031.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -239038.953125 Penalty: 2528.326904
	Iteration 24Q: 3 clusters Score -239039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -239047.968750 Penalty: 2528.326904
	Iteration 25Q: 3 clusters Score -239048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -239057.218750 Penalty: 2528.326904
	Iteration 26Q: 3 clusters Score -239057.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -239067.125000 Penalty: 2528.326904
	Iteration 27Q: 3 clusters Score -239067.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -239073.734375 Penalty: 2528.326904
	Iteration 28Q: 3 clusters Score -239073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -239080.687500 Penalty: 2528.326904
	Iteration 29Q: 3 clusters Score -239080.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -239087.734375 Penalty: 2528.326904
	Iteration 30Q: 3 clusters Score -239087.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -239095.656250 Penalty: 2528.326904
	Iteration 31Q: 3 clusters Score -239095.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -239104.703125 Penalty: 2528.326904
	Iteration 32Q: 3 clusters Score -239104.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -239113.890625 Penalty: 2528.326904
	Iteration 33Q: 3 clusters Score -239113.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -239123.031250 Penalty: 2528.326904
	Iteration 34Q: 3 clusters Score -239123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -239135.843750 Penalty: 2528.326904
	Iteration 35Q: 3 clusters Score -239135.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -239148.609375 Penalty: 2528.326904
	Iteration 36Q: 3 clusters Score -239148.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -239161.890625 Penalty: 2528.326904
	Iteration 37Q: 3 clusters Score -239161.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -239171.953125 Penalty: 2528.326904
	Iteration 38Q: 3 clusters Score -239172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -239183.031250 Penalty: 2528.326904
	Iteration 39Q: 3 clusters Score -239183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -239193.281250 Penalty: 2528.326904
	Iteration 40F: 3 clusters Score -239193.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -239204.843750 Penalty: 2528.326904
	Iteration 41Q: 3 clusters Score -239204.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -239217.343750 Penalty: 2528.326904
	Iteration 42Q: 3 clusters Score -239217.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -239229.109375 Penalty: 2528.326904
	Iteration 43Q: 3 clusters Score -239229.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -239243.078125 Penalty: 2528.326904
	Iteration 44Q: 3 clusters Score -239243.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -239251.250000 Penalty: 2528.326904
	Iteration 45Q: 3 clusters Score -239251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -239260.734375 Penalty: 2528.326904
	Iteration 46Q: 3 clusters Score -239260.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -239267.750000 Penalty: 2528.326904
	Iteration 47Q: 3 clusters Score -239267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -239272.765625 Penalty: 2528.326904
	Iteration 48Q: 3 clusters Score -239272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -239276.343750 Penalty: 2528.326904
	Iteration 49Q: 3 clusters Score -239276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -239279.671875 Penalty: 2528.326904
	Iteration 50Q: 3 clusters Score -239279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -239281.062500 Penalty: 2528.326904
	Iteration 51Q: 3 clusters Score -239281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -239281.921875 Penalty: 2528.326904
	Iteration 52Q: 3 clusters Score -239281.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -239281.921875 Penalty: 2528.326904
	Iteration 53F: 3 clusters Score -239281.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Entering Unmasked Estep 
Score: -939848.875000 Penalty: 1504.221313
	Iteration 0F: 2 clusters Score -939848.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -932477.500000 Penalty: 3008.442627
	Iteration 0F: 3 clusters Score -932477.5 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -934877.375000 Penalty: 3008.442627
	Iteration 1F: 3 clusters Score -934877.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -935237.187500 Penalty: 3008.442627
	Iteration 2F: 3 clusters Score -935237.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -935579.687500 Penalty: 3008.442627
	Iteration 3F: 3 clusters Score -935579.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -936002.937500 Penalty: 3008.442627
	Iteration 4F: 3 clusters Score -936002.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -936484.375000 Penalty: 3008.442627
	Iteration 5F: 3 clusters Score -936484.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -936983.437500 Penalty: 3008.442627
	Iteration 6F: 3 clusters Score -936983.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -937433.937500 Penalty: 3008.442627
	Iteration 7F: 3 clusters Score -937433.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -937860.937500 Penalty: 3008.442627
	Iteration 8Q: 3 clusters Score -937860.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -938201.937500 Penalty: 3008.442627
	Iteration 9Q: 3 clusters Score -938201.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -938479.187500 Penalty: 3008.442627
	Iteration 10Q: 3 clusters Score -938479.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -938625.750000 Penalty: 3008.442627
	Iteration 11Q: 3 clusters Score -938625.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -938711.125000 Penalty: 3008.442627
	Iteration 12Q: 3 clusters Score -938711.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -938760.625000 Penalty: 3008.442627
	Iteration 13Q: 3 clusters Score -938760.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -938811.500000 Penalty: 3008.442627
	Iteration 14Q: 3 clusters Score -938811.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -938841.062500 Penalty: 3008.442627
	Iteration 15Q: 3 clusters Score -938841.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -938862.625000 Penalty: 3008.442627
	Iteration 16Q: 3 clusters Score -938862.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -938878.875000 Penalty: 3008.442627
	Iteration 17Q: 3 clusters Score -938878.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -938888.000000 Penalty: 3008.442627
	Iteration 18Q: 3 clusters Score -938888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -938898.500000 Penalty: 3008.442627
	Iteration 19Q: 3 clusters Score -938898.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -938905.500000 Penalty: 3008.442627
	Iteration 20F: 3 clusters Score -938905.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -938911.000000 Penalty: 3008.442627
	Iteration 21Q: 3 clusters Score -938911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -938912.562500 Penalty: 3008.442627
	Iteration 22Q: 3 clusters Score -938912.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -938919.875000 Penalty: 3008.442627
	Iteration 23Q: 3 clusters Score -938919.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -938922.812500 Penalty: 3008.442627
	Iteration 24Q: 3 clusters Score -938922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -938923.687500 Penalty: 3008.442627
	Iteration 25Q: 3 clusters Score -938923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -938925.312500 Penalty: 3008.442627
	Iteration 26Q: 3 clusters Score -938925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -938925.875000 Penalty: 3008.442627
	Iteration 27Q: 3 clusters Score -938925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -938927.125000 Penalty: 3008.442627
	Iteration 28Q: 3 clusters Score -938927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -938928.500000 Penalty: 3008.442627
	Iteration 29Q: 3 clusters Score -938928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -938930.250000 Penalty: 3008.442627
	Iteration 30Q: 3 clusters Score -938930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -938932.125000 Penalty: 3008.442627
	Iteration 31Q: 3 clusters Score -938932.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -938931.562500 Penalty: 3008.442627
	Iteration 32Q: 3 clusters Score -938931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -938931.937500 Penalty: 3008.442627
	Iteration 33Q: 3 clusters Score -938931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -938933.250000 Penalty: 3008.442627
	Iteration 34Q: 3 clusters Score -938933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -938931.500000 Penalty: 3008.442627
	Iteration 35Q: 3 clusters Score -938931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -938934.062500 Penalty: 3008.442627
	Iteration 36Q: 3 clusters Score -938934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -938934.500000 Penalty: 3008.442627
	Iteration 37Q: 3 clusters Score -938934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -938936.375000 Penalty: 3008.442627
	Iteration 38Q: 3 clusters Score -938936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -938933.750000 Penalty: 3008.442627
	Iteration 39Q: 3 clusters Score -938933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -938935.500000 Penalty: 3008.442627
	Iteration 40F: 3 clusters Score -938935.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -128212.414062 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -128212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -126563.031250 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -126563 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -126929.328125 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -126929.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127073.820312 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -127073.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127241.109375 Penalty: 2355.301270
	Iteration 3F: 3 clusters Score -127241.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127457.132812 Penalty: 2355.301270
	Iteration 4F: 3 clusters Score -127457.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127609.835938 Penalty: 2355.301270
	Iteration 5F: 3 clusters Score -127609.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127734.687500 Penalty: 2355.301270
	Iteration 6F: 3 clusters Score -127734.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -127829.601562 Penalty: 2355.301270
	Iteration 7F: 3 clusters Score -127829.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -127904.734375 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -127904.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -127946.320312 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -127946.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -127979.789062 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -127979.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -127997.429688 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -127997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -128008.523438 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -128008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -128019.289062 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -128019.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -128022.023438 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -128022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -128025.843750 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -128025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -128026.960938 Penalty: 2355.301270
	Iteration 16Q: 3 clusters Score -128027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -128029.093750 Penalty: 2355.301270
	Iteration 17Q: 3 clusters Score -128029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -128029.093750 Penalty: 2355.301270
	Iteration 18F: 3 clusters Score -128029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Entering Unmasked Estep 
Score: -6015629.000000 Penalty: 1789.618896
	Iteration 0F: 2 clusters Score -6015629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -5974993.000000 Penalty: 3579.237793
	Iteration 0F: 3 clusters Score -5974993 nChanged 28893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -5992003.500000 Penalty: 3579.237793
	Iteration 1F: 3 clusters Score -5992004 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -5992846.500000 Penalty: 3579.237793
	Iteration 2Q: 3 clusters Score -5992846 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -5993945.500000 Penalty: 3579.237793
	Iteration 3Q: 3 clusters Score -5993946 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -5995078.000000 Penalty: 3579.237793
	Iteration 4Q: 3 clusters Score -5995078 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5996246.000000 Penalty: 3579.237793
	Iteration 5Q: 3 clusters Score -5996246 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5997435.500000 Penalty: 3579.237793
	Iteration 6Q: 3 clusters Score -5997436 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -5998640.000000 Penalty: 3579.237793
	Iteration 7Q: 3 clusters Score -5998640 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -5999745.500000 Penalty: 3579.237793
	Iteration 8Q: 3 clusters Score -5999746 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -6000836.500000 Penalty: 3579.237793
	Iteration 9Q: 3 clusters Score -6000836 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -6001938.500000 Penalty: 3579.237793
	Iteration 10Q: 3 clusters Score -6001938 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -6003038.500000 Penalty: 3579.237793
	Iteration 11Q: 3 clusters Score -6003038 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -6004251.500000 Penalty: 3579.237793
	Iteration 12Q: 3 clusters Score -6004252 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6005322.000000 Penalty: 3579.237793
	Iteration 13Q: 3 clusters Score -6005322 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -6006044.000000 Penalty: 3579.237793
	Iteration 14Q: 3 clusters Score -6006044 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -6006495.000000 Penalty: 3579.237793
	Iteration 15Q: 3 clusters Score -6006495 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -6006797.000000 Penalty: 3579.237793
	Iteration 16Q: 3 clusters Score -6006797 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6007016.500000 Penalty: 3579.237793
	Iteration 17Q: 3 clusters Score -6007016 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -6007176.000000 Penalty: 3579.237793
	Iteration 18Q: 3 clusters Score -6007176 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -6007368.000000 Penalty: 3579.237793
	Iteration 19Q: 3 clusters Score -6007368 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -6007567.000000 Penalty: 3579.237793
	Iteration 20F: 3 clusters Score -6007567 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -6007732.500000 Penalty: 3579.237793
	Iteration 21Q: 3 clusters Score -6007732 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6007879.000000 Penalty: 3579.237793
	Iteration 22Q: 3 clusters Score -6007879 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6007969.000000 Penalty: 3579.237793
	Iteration 23Q: 3 clusters Score -6007969 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -6008124.500000 Penalty: 3579.237793
	Iteration 24Q: 3 clusters Score -6008124 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -6008182.000000 Penalty: 3579.237793
	Iteration 25Q: 3 clusters Score -6008182 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -6008255.500000 Penalty: 3579.237793
	Iteration 26Q: 3 clusters Score -6008256 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -6008364.000000 Penalty: 3579.237793
	Iteration 27Q: 3 clusters Score -6008364 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6008444.500000 Penalty: 3579.237793
	Iteration 28Q: 3 clusters Score -6008444 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6008505.000000 Penalty: 3579.237793
	Iteration 29Q: 3 clusters Score -6008505 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -6008582.000000 Penalty: 3579.237793
	Iteration 30Q: 3 clusters Score -6008582 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -6008660.000000 Penalty: 3579.237793
	Iteration 31Q: 3 clusters Score -6008660 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -6008743.000000 Penalty: 3579.237793
	Iteration 32Q: 3 clusters Score -6008743 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -6008824.000000 Penalty: 3579.237793
	Iteration 33Q: 3 clusters Score -6008824 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -6008892.500000 Penalty: 3579.237793
	Iteration 34Q: 3 clusters Score -6008892 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -6008961.000000 Penalty: 3579.237793
	Iteration 35Q: 3 clusters Score -6008961 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -6009042.500000 Penalty: 3579.237793
	Iteration 36Q: 3 clusters Score -6009042 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6009132.500000 Penalty: 3579.237793
	Iteration 37Q: 3 clusters Score -6009132 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6009183.000000 Penalty: 3579.237793
	Iteration 38Q: 3 clusters Score -6009183 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -6009263.500000 Penalty: 3579.237793
	Iteration 39Q: 3 clusters Score -6009264 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -6009343.000000 Penalty: 3579.237793
	Iteration 40F: 3 clusters Score -6009343 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -6009433.000000 Penalty: 3579.237793
	Iteration 41Q: 3 clusters Score -6009433 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -6009501.500000 Penalty: 3579.237793
	Iteration 42Q: 3 clusters Score -6009502 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -6009615.500000 Penalty: 3579.237793
	Iteration 43Q: 3 clusters Score -6009616 nChanged 504
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Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 15515 members 
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Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 14626 members 
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Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6010022 nChanged 469
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Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 13212 members 
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Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 12751 members 
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Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 12264 members 
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Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49412 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 10261 members 
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Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 9732 members 
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Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 9215 members 
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Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 8710 members 
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Mstep: Class 1 contains 52436 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 7724 members 
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Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 6727 members 
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	Iteration 63Q: 3 clusters Score -6011912 nChanged 465
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Mstep: Class 1 contains 54394 members 
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Mstep: Class 1 contains 54836 members 
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	Iteration 82Q: 3 clusters Score -6014232 nChanged 59
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Mstep: Class 1 contains 58542 members 
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Mstep: Class 1 contains 58586 members 
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Mstep: Class 1 contains 58744 members 
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Mstep: Class 1 contains 58782 members 
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	Iteration 93Q: 3 clusters Score -6014330 nChanged 41
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	Iteration 115Q: 3 clusters Score -6014412 nChanged 7
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	Iteration 116Q: 3 clusters Score -6014414 nChanged 6
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	Iteration 119Q: 3 clusters Score -6014416 nChanged 4
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	Iteration 120F: 3 clusters Score -6014412 nChanged 2
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	Iteration 125Q: 3 clusters Score -6014422 nChanged 3
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	Iteration 126Q: 3 clusters Score -6014426 nChanged 4
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	Iteration 135Q: 3 clusters Score -6014440 nChanged 14
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Score: -6014441.000000 Penalty: 3579.237793
	Iteration 136Q: 3 clusters Score -6014441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6014437.000000 Penalty: 3579.237793
	Iteration 137Q: 3 clusters Score -6014437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -6014434.000000 Penalty: 3579.237793
	Iteration 138Q: 3 clusters Score -6014434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6014443.500000 Penalty: 3579.237793
	Iteration 139Q: 3 clusters Score -6014444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6014446.500000 Penalty: 3579.237793
	Iteration 140F: 3 clusters Score -6014446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6014444.000000 Penalty: 3579.237793
	Iteration 141Q: 3 clusters Score -6014444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6014444.000000 Penalty: 3579.237793
	Iteration 142Q: 3 clusters Score -6014444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6014446.000000 Penalty: 3579.237793
	Iteration 143Q: 3 clusters Score -6014446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6014451.500000 Penalty: 3579.237793
	Iteration 144Q: 3 clusters Score -6014452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6014454.500000 Penalty: 3579.237793
	Iteration 145Q: 3 clusters Score -6014454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6014451.500000 Penalty: 3579.237793
	Iteration 146Q: 3 clusters Score -6014452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6014452.000000 Penalty: 3579.237793
	Iteration 147Q: 3 clusters Score -6014452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6014450.500000 Penalty: 3579.237793
	Iteration 148Q: 3 clusters Score -6014450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6014464.000000 Penalty: 3579.237793
	Iteration 149Q: 3 clusters Score -6014464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6014472.500000 Penalty: 3579.237793
	Iteration 150Q: 3 clusters Score -6014472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6014469.500000 Penalty: 3579.237793
	Iteration 151Q: 3 clusters Score -6014470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6014471.000000 Penalty: 3579.237793
	Iteration 152Q: 3 clusters Score -6014471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6014474.000000 Penalty: 3579.237793
	Iteration 153Q: 3 clusters Score -6014474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6014476.000000 Penalty: 3579.237793
	Iteration 154Q: 3 clusters Score -6014476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6014473.000000 Penalty: 3579.237793
	Iteration 155Q: 3 clusters Score -6014473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6014470.000000 Penalty: 3579.237793
	Iteration 156Q: 3 clusters Score -6014470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6014473.500000 Penalty: 3579.237793
	Iteration 157Q: 3 clusters Score -6014474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6014476.000000 Penalty: 3579.237793
	Iteration 158Q: 3 clusters Score -6014476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6014476.500000 Penalty: 3579.237793
	Iteration 159Q: 3 clusters Score -6014476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -6014473.500000 Penalty: 3579.237793
	Iteration 160F: 3 clusters Score -6014474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6014474.000000 Penalty: 3579.237793
	Iteration 161Q: 3 clusters Score -6014474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6014476.500000 Penalty: 3579.237793
	Iteration 162Q: 3 clusters Score -6014476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6014481.000000 Penalty: 3579.237793
	Iteration 163Q: 3 clusters Score -6014481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6014488.000000 Penalty: 3579.237793
	Iteration 164Q: 3 clusters Score -6014488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -6014480.000000 Penalty: 3579.237793
	Iteration 165Q: 3 clusters Score -6014480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6014488.000000 Penalty: 3579.237793
	Iteration 166Q: 3 clusters Score -6014488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6014489.500000 Penalty: 3579.237793
	Iteration 167Q: 3 clusters Score -6014490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59402 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6014487.000000 Penalty: 3579.237793
	Iteration 168Q: 3 clusters Score -6014487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -6014484.500000 Penalty: 3579.237793
	Iteration 169Q: 3 clusters Score -6014484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6014488.500000 Penalty: 3579.237793
	Iteration 170Q: 3 clusters Score -6014488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6014489.500000 Penalty: 3579.237793
	Iteration 171Q: 3 clusters Score -6014490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6014482.000000 Penalty: 3579.237793
	Iteration 172Q: 3 clusters Score -6014482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6014485.500000 Penalty: 3579.237793
	Iteration 173Q: 3 clusters Score -6014486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6014485.500000 Penalty: 3579.237793
	Iteration 174F: 3 clusters Score -6014486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Entering Unmasked Estep 
Score: -10656304.000000 Penalty: 1882.623779
	Iteration 0F: 2 clusters Score -1.06563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -10585119.000000 Penalty: 3765.247559
	Iteration 0F: 3 clusters Score -1.058512e+07 nChanged 51320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -10614690.000000 Penalty: 3765.247559
	Iteration 1F: 3 clusters Score -1.061469e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -10615633.000000 Penalty: 3765.247559
	Iteration 2Q: 3 clusters Score -1.061563e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -10616966.000000 Penalty: 3765.247559
	Iteration 3Q: 3 clusters Score -1.061697e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -10619587.000000 Penalty: 3765.247559
	Iteration 4F: 3 clusters Score -1.061959e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -10624071.000000 Penalty: 3765.247559
	Iteration 5F: 3 clusters Score -1.062407e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -10631536.000000 Penalty: 3765.247559
	Iteration 6F: 3 clusters Score -1.063154e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 92977 members 
Entering Unmasked Estep 
Score: -10640658.000000 Penalty: 3765.247559
	Iteration 7F: 3 clusters Score -1.064066e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -10648293.000000 Penalty: 3765.247559
	Iteration 8F: 3 clusters Score -1.064829e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -10652654.000000 Penalty: 3765.247559
	Iteration 9Q: 3 clusters Score -1.065265e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -10654253.000000 Penalty: 3765.247559
	Iteration 10Q: 3 clusters Score -1.065425e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 107197 members 
Entering Unmasked Estep 
Score: -10654732.000000 Penalty: 3765.247559
	Iteration 11Q: 3 clusters Score -1.065473e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -10654898.000000 Penalty: 3765.247559
	Iteration 12Q: 3 clusters Score -1.06549e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -10654976.000000 Penalty: 3765.247559
	Iteration 13Q: 3 clusters Score -1.065498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -10655020.000000 Penalty: 3765.247559
	Iteration 14Q: 3 clusters Score -1.065502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 107326 members 
Entering Unmasked Estep 
Score: -10655040.000000 Penalty: 3765.247559
	Iteration 15Q: 3 clusters Score -1.065504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 107329 members 
Entering Unmasked Estep 
Score: -10655061.000000 Penalty: 3765.247559
	Iteration 16Q: 3 clusters Score -1.065506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107330 members 
Entering Unmasked Estep 
Score: -10655061.000000 Penalty: 3765.247559
	Iteration 17Q: 3 clusters Score -1.065506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107334 members 
Entering Unmasked Estep 
Score: -10655075.000000 Penalty: 3765.247559
	Iteration 18Q: 3 clusters Score -1.065508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -10655079.000000 Penalty: 3765.247559
	Iteration 19Q: 3 clusters Score -1.065508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107337 members 
Entering Unmasked Estep 
Score: -10655087.000000 Penalty: 3765.247559
	Iteration 20F: 3 clusters Score -1.065509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107337 members 
Entering Unmasked Estep 
Score: -10655107.000000 Penalty: 3765.247559
	Iteration 21Q: 3 clusters Score -1.065511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 107338 members 
Entering Unmasked Estep 
Score: -10655104.000000 Penalty: 3765.247559
	Iteration 22Q: 3 clusters Score -1.06551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 107339 members 
Entering Unmasked Estep 
Score: -10655109.000000 Penalty: 3765.247559
	Iteration 23Q: 3 clusters Score -1.065511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -10655105.000000 Penalty: 3765.247559
	Iteration 24Q: 3 clusters Score -1.06551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -10655105.000000 Penalty: 3765.247559
	Iteration 25F: 3 clusters Score -1.06551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Entering Unmasked Estep 
Score: -1748384.875000 Penalty: 1588.885010
	Iteration 0F: 2 clusters Score -1748385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1736296.250000 Penalty: 3177.770020
	Iteration 0F: 3 clusters Score -1736296 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1740561.625000 Penalty: 3177.770020
	Iteration 1F: 3 clusters Score -1740562 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1740840.000000 Penalty: 3177.770020
	Iteration 2Q: 3 clusters Score -1740840 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1741125.750000 Penalty: 3177.770020
	Iteration 3Q: 3 clusters Score -1741126 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1741412.500000 Penalty: 3177.770020
	Iteration 4Q: 3 clusters Score -1741412 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1741764.875000 Penalty: 3177.770020
	Iteration 5Q: 3 clusters Score -1741765 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1742236.625000 Penalty: 3177.770020
	Iteration 6F: 3 clusters Score -1742237 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1742885.875000 Penalty: 3177.770020
	Iteration 7F: 3 clusters Score -1742886 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1743710.250000 Penalty: 3177.770020
	Iteration 8F: 3 clusters Score -1743710 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1744634.875000 Penalty: 3177.770020
	Iteration 9F: 3 clusters Score -1744635 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1745500.125000 Penalty: 3177.770020
	Iteration 10F: 3 clusters Score -1745500 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1746098.250000 Penalty: 3177.770020
	Iteration 11Q: 3 clusters Score -1746098 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1746453.125000 Penalty: 3177.770020
	Iteration 12Q: 3 clusters Score -1746453 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1746699.125000 Penalty: 3177.770020
	Iteration 13Q: 3 clusters Score -1746699 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1746822.375000 Penalty: 3177.770020
	Iteration 14Q: 3 clusters Score -1746822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1746914.625000 Penalty: 3177.770020
	Iteration 15Q: 3 clusters Score -1746915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1746970.500000 Penalty: 3177.770020
	Iteration 16Q: 3 clusters Score -1746970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1747006.500000 Penalty: 3177.770020
	Iteration 17Q: 3 clusters Score -1747006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1747022.125000 Penalty: 3177.770020
	Iteration 18Q: 3 clusters Score -1747022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1747043.750000 Penalty: 3177.770020
	Iteration 19Q: 3 clusters Score -1747044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1747054.250000 Penalty: 3177.770020
	Iteration 20F: 3 clusters Score -1747054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1747064.750000 Penalty: 3177.770020
	Iteration 21Q: 3 clusters Score -1747065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1747070.875000 Penalty: 3177.770020
	Iteration 22Q: 3 clusters Score -1747071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1747077.500000 Penalty: 3177.770020
	Iteration 23Q: 3 clusters Score -1747078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1747077.000000 Penalty: 3177.770020
	Iteration 24Q: 3 clusters Score -1747077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1747081.000000 Penalty: 3177.770020
	Iteration 25Q: 3 clusters Score -1747081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1747085.625000 Penalty: 3177.770020
	Iteration 26Q: 3 clusters Score -1747086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1747087.500000 Penalty: 3177.770020
	Iteration 27Q: 3 clusters Score -1747088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1747093.000000 Penalty: 3177.770020
	Iteration 28Q: 3 clusters Score -1747093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1747102.875000 Penalty: 3177.770020
	Iteration 29Q: 3 clusters Score -1747103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1747113.375000 Penalty: 3177.770020
	Iteration 30Q: 3 clusters Score -1747113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1747122.125000 Penalty: 3177.770020
	Iteration 31Q: 3 clusters Score -1747122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1747130.125000 Penalty: 3177.770020
	Iteration 32Q: 3 clusters Score -1747130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1747140.125000 Penalty: 3177.770020
	Iteration 33Q: 3 clusters Score -1747140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1747143.750000 Penalty: 3177.770020
	Iteration 34Q: 3 clusters Score -1747144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1747147.000000 Penalty: 3177.770020
	Iteration 35Q: 3 clusters Score -1747147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1747150.875000 Penalty: 3177.770020
	Iteration 36Q: 3 clusters Score -1747151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1747149.000000 Penalty: 3177.770020
	Iteration 37Q: 3 clusters Score -1747149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1747154.375000 Penalty: 3177.770020
	Iteration 38Q: 3 clusters Score -1747154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1747157.750000 Penalty: 3177.770020
	Iteration 39Q: 3 clusters Score -1747158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1747159.375000 Penalty: 3177.770020
	Iteration 40F: 3 clusters Score -1747159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1747160.125000 Penalty: 3177.770020
	Iteration 41Q: 3 clusters Score -1747160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1747158.750000 Penalty: 3177.770020
	Iteration 42Q: 3 clusters Score -1747159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1747158.750000 Penalty: 3177.770020
	Iteration 43F: 3 clusters Score -1747159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Entering Unmasked Estep 
Score: -875019.875000 Penalty: 1476.974854
	Iteration 0F: 2 clusters Score -875019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -868611.437500 Penalty: 2953.949707
	Iteration 0F: 3 clusters Score -868611.4 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -870693.187500 Penalty: 2953.949707
	Iteration 1F: 3 clusters Score -870693.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -870925.687500 Penalty: 2953.949707
	Iteration 2F: 3 clusters Score -870925.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -871096.000000 Penalty: 2953.949707
	Iteration 3Q: 3 clusters Score -871096 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -871256.062500 Penalty: 2953.949707
	Iteration 4Q: 3 clusters Score -871256.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -871388.750000 Penalty: 2953.949707
	Iteration 5Q: 3 clusters Score -871388.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -871505.312500 Penalty: 2953.949707
	Iteration 6Q: 3 clusters Score -871505.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -871630.000000 Penalty: 2953.949707
	Iteration 7Q: 3 clusters Score -871630 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -871748.250000 Penalty: 2953.949707
	Iteration 8Q: 3 clusters Score -871748.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -871857.625000 Penalty: 2953.949707
	Iteration 9Q: 3 clusters Score -871857.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -871964.062500 Penalty: 2953.949707
	Iteration 10Q: 3 clusters Score -871964.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -872094.812500 Penalty: 2953.949707
	Iteration 11Q: 3 clusters Score -872094.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -872232.187500 Penalty: 2953.949707
	Iteration 12Q: 3 clusters Score -872232.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -872391.625000 Penalty: 2953.949707
	Iteration 13Q: 3 clusters Score -872391.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -872599.562500 Penalty: 2953.949707
	Iteration 14Q: 3 clusters Score -872599.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -872815.875000 Penalty: 2953.949707
	Iteration 15Q: 3 clusters Score -872815.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -873052.687500 Penalty: 2953.949707
	Iteration 16Q: 3 clusters Score -873052.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -873297.812500 Penalty: 2953.949707
	Iteration 17Q: 3 clusters Score -873297.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -873477.812500 Penalty: 2953.949707
	Iteration 18Q: 3 clusters Score -873477.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -873598.562500 Penalty: 2953.949707
	Iteration 19Q: 3 clusters Score -873598.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -873681.062500 Penalty: 2953.949707
	Iteration 20F: 3 clusters Score -873681.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -873734.062500 Penalty: 2953.949707
	Iteration 21Q: 3 clusters Score -873734.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -873788.875000 Penalty: 2953.949707
	Iteration 22Q: 3 clusters Score -873788.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -873829.500000 Penalty: 2953.949707
	Iteration 23Q: 3 clusters Score -873829.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -873863.875000 Penalty: 2953.949707
	Iteration 24Q: 3 clusters Score -873863.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -873889.812500 Penalty: 2953.949707
	Iteration 25Q: 3 clusters Score -873889.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -873901.125000 Penalty: 2953.949707
	Iteration 26Q: 3 clusters Score -873901.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -873910.375000 Penalty: 2953.949707
	Iteration 27Q: 3 clusters Score -873910.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -873924.125000 Penalty: 2953.949707
	Iteration 28Q: 3 clusters Score -873924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -873943.500000 Penalty: 2953.949707
	Iteration 29Q: 3 clusters Score -873943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -873958.062500 Penalty: 2953.949707
	Iteration 30Q: 3 clusters Score -873958.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -873964.625000 Penalty: 2953.949707
	Iteration 31Q: 3 clusters Score -873964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -873978.562500 Penalty: 2953.949707
	Iteration 32Q: 3 clusters Score -873978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -873991.437500 Penalty: 2953.949707
	Iteration 33Q: 3 clusters Score -873991.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -874000.625000 Penalty: 2953.949707
	Iteration 34Q: 3 clusters Score -874000.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -874012.062500 Penalty: 2953.949707
	Iteration 35Q: 3 clusters Score -874012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -874016.312500 Penalty: 2953.949707
	Iteration 36Q: 3 clusters Score -874016.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -874024.312500 Penalty: 2953.949707
	Iteration 37Q: 3 clusters Score -874024.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -874028.687500 Penalty: 2953.949707
	Iteration 38Q: 3 clusters Score -874028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -874031.000000 Penalty: 2953.949707
	Iteration 39Q: 3 clusters Score -874031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -874034.250000 Penalty: 2953.949707
	Iteration 40F: 3 clusters Score -874034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -874038.375000 Penalty: 2953.949707
	Iteration 41Q: 3 clusters Score -874038.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -874039.562500 Penalty: 2953.949707
	Iteration 42Q: 3 clusters Score -874039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -874039.437500 Penalty: 2953.949707
	Iteration 43Q: 3 clusters Score -874039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -874040.000000 Penalty: 2953.949707
	Iteration 44Q: 3 clusters Score -874040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -874042.625000 Penalty: 2953.949707
	Iteration 45Q: 3 clusters Score -874042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -874042.812500 Penalty: 2953.949707
	Iteration 46Q: 3 clusters Score -874042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -874045.062500 Penalty: 2953.949707
	Iteration 47Q: 3 clusters Score -874045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -874047.000000 Penalty: 2953.949707
	Iteration 48Q: 3 clusters Score -874047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -874046.625000 Penalty: 2953.949707
	Iteration 49Q: 3 clusters Score -874046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -874050.375000 Penalty: 2953.949707
	Iteration 50Q: 3 clusters Score -874050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -874052.812500 Penalty: 2953.949707
	Iteration 51Q: 3 clusters Score -874052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -874053.750000 Penalty: 2953.949707
	Iteration 52Q: 3 clusters Score -874053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -874061.437500 Penalty: 2953.949707
	Iteration 53Q: 3 clusters Score -874061.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -874064.625000 Penalty: 2953.949707
	Iteration 54Q: 3 clusters Score -874064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -874066.000000 Penalty: 2953.949707
	Iteration 55Q: 3 clusters Score -874066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -874067.437500 Penalty: 2953.949707
	Iteration 56Q: 3 clusters Score -874067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -874067.437500 Penalty: 2953.949707
	Iteration 57F: 3 clusters Score -874067.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -343298.843750 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -343298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -340172.937500 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -340172.9 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -340985.625000 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -340985.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -341173.000000 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -341173 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -341289.250000 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -341289.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -341376.562500 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -341376.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -341441.968750 Penalty: 2660.419922
	Iteration 5Q: 3 clusters Score -341442 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -341523.718750 Penalty: 2660.419922
	Iteration 6Q: 3 clusters Score -341523.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -341587.625000 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -341587.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -341644.343750 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -341644.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -341698.312500 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -341698.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -341761.750000 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -341761.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -341821.937500 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -341821.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -341885.468750 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -341885.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -341935.312500 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -341935.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -341981.812500 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -341981.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -342021.875000 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -342021.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -342067.687500 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -342067.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -342106.343750 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -342106.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -342141.468750 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -342141.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -342184.500000 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -342184.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -342218.843750 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -342218.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -342251.125000 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -342251.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -342299.312500 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -342299.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -342339.156250 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -342339.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -342373.187500 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -342373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -342401.781250 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -342401.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -342421.812500 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -342421.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -342437.187500 Penalty: 2660.419922
	Iteration 27Q: 3 clusters Score -342437.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -342457.906250 Penalty: 2660.419922
	Iteration 28Q: 3 clusters Score -342457.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -342470.312500 Penalty: 2660.419922
	Iteration 29Q: 3 clusters Score -342470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -342477.281250 Penalty: 2660.419922
	Iteration 30Q: 3 clusters Score -342477.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -342479.031250 Penalty: 2660.419922
	Iteration 31Q: 3 clusters Score -342479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -342481.937500 Penalty: 2660.419922
	Iteration 32Q: 3 clusters Score -342481.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -342483.125000 Penalty: 2660.419922
	Iteration 33Q: 3 clusters Score -342483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -342485.531250 Penalty: 2660.419922
	Iteration 34Q: 3 clusters Score -342485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -342486.812500 Penalty: 2660.419922
	Iteration 35Q: 3 clusters Score -342486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -342486.968750 Penalty: 2660.419922
	Iteration 36Q: 3 clusters Score -342487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -342487.468750 Penalty: 2660.419922
	Iteration 37Q: 3 clusters Score -342487.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -342489.687500 Penalty: 2660.419922
	Iteration 38Q: 3 clusters Score -342489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -342492.375000 Penalty: 2660.419922
	Iteration 39Q: 3 clusters Score -342492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -342493.531250 Penalty: 2660.419922
	Iteration 40F: 3 clusters Score -342493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -342497.156250 Penalty: 2660.419922
	Iteration 41Q: 3 clusters Score -342497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -342497.500000 Penalty: 2660.419922
	Iteration 42Q: 3 clusters Score -342497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -342497.500000 Penalty: 2660.419922
	Iteration 43F: 3 clusters Score -342497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Entering Unmasked Estep 
Score: -12255259.000000 Penalty: 1905.216431
	Iteration 0F: 2 clusters Score -1.225526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -12174021.000000 Penalty: 3810.432861
	Iteration 0F: 3 clusters Score -1.217402e+07 nChanged 59358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -12208413.000000 Penalty: 3810.432861
	Iteration 1F: 3 clusters Score -1.220841e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -12209332.000000 Penalty: 3810.432861
	Iteration 2Q: 3 clusters Score -1.220933e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -12210638.000000 Penalty: 3810.432861
	Iteration 3Q: 3 clusters Score -1.221064e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -12212831.000000 Penalty: 3810.432861
	Iteration 4Q: 3 clusters Score -1.221283e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -12216587.000000 Penalty: 3810.432861
	Iteration 5F: 3 clusters Score -1.221659e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -12222133.000000 Penalty: 3810.432861
	Iteration 6F: 3 clusters Score -1.222213e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -12229131.000000 Penalty: 3810.432861
	Iteration 7F: 3 clusters Score -1.222913e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -12235516.000000 Penalty: 3810.432861
	Iteration 8F: 3 clusters Score -1.223552e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -12240158.000000 Penalty: 3810.432861
	Iteration 9Q: 3 clusters Score -1.224016e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -12243314.000000 Penalty: 3810.432861
	Iteration 10Q: 3 clusters Score -1.224331e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -12245595.000000 Penalty: 3810.432861
	Iteration 11Q: 3 clusters Score -1.22456e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114765 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -12247295.000000 Penalty: 3810.432861
	Iteration 12Q: 3 clusters Score -1.22473e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -12248927.000000 Penalty: 3810.432861
	Iteration 13Q: 3 clusters Score -1.224893e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -12250264.000000 Penalty: 3810.432861
	Iteration 14Q: 3 clusters Score -1.225026e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120152 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -12251362.000000 Penalty: 3810.432861
	Iteration 15Q: 3 clusters Score -1.225136e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12252192.000000 Penalty: 3810.432861
	Iteration 16Q: 3 clusters Score -1.225219e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121756 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12252772.000000 Penalty: 3810.432861
	Iteration 17Q: 3 clusters Score -1.225277e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -12253129.000000 Penalty: 3810.432861
	Iteration 18Q: 3 clusters Score -1.225313e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122386 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12253377.000000 Penalty: 3810.432861
	Iteration 19Q: 3 clusters Score -1.225338e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122537 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12253561.000000 Penalty: 3810.432861
	Iteration 20F: 3 clusters Score -1.225356e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122628 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12253674.000000 Penalty: 3810.432861
	Iteration 21Q: 3 clusters Score -1.225367e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122693 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -12253733.000000 Penalty: 3810.432861
	Iteration 22Q: 3 clusters Score -1.225373e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122726 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12253776.000000 Penalty: 3810.432861
	Iteration 23Q: 3 clusters Score -1.225378e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -12253818.000000 Penalty: 3810.432861
	Iteration 24Q: 3 clusters Score -1.225382e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122748 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12253818.000000 Penalty: 3810.432861
	Iteration 25Q: 3 clusters Score -1.225382e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122769 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12253851.000000 Penalty: 3810.432861
	Iteration 26Q: 3 clusters Score -1.225385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122774 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12253860.000000 Penalty: 3810.432861
	Iteration 27Q: 3 clusters Score -1.225386e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12253865.000000 Penalty: 3810.432861
	Iteration 28Q: 3 clusters Score -1.225386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122773 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -12253877.000000 Penalty: 3810.432861
	Iteration 29Q: 3 clusters Score -1.225388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12253900.000000 Penalty: 3810.432861
	Iteration 30Q: 3 clusters Score -1.22539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12253904.000000 Penalty: 3810.432861
	Iteration 31Q: 3 clusters Score -1.22539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12253915.000000 Penalty: 3810.432861
	Iteration 32Q: 3 clusters Score -1.225392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122754 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12253914.000000 Penalty: 3810.432861
	Iteration 33Q: 3 clusters Score -1.225391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12253914.000000 Penalty: 3810.432861
	Iteration 34Q: 3 clusters Score -1.225391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12253920.000000 Penalty: 3810.432861
	Iteration 35Q: 3 clusters Score -1.225392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12253930.000000 Penalty: 3810.432861
	Iteration 36Q: 3 clusters Score -1.225393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122749 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12253936.000000 Penalty: 3810.432861
	Iteration 37Q: 3 clusters Score -1.225394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122757 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12253950.000000 Penalty: 3810.432861
	Iteration 38Q: 3 clusters Score -1.225395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122754 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12253959.000000 Penalty: 3810.432861
	Iteration 39Q: 3 clusters Score -1.225396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122746 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12253973.000000 Penalty: 3810.432861
	Iteration 40F: 3 clusters Score -1.225397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122721 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12253981.000000 Penalty: 3810.432861
	Iteration 41Q: 3 clusters Score -1.225398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -12253985.000000 Penalty: 3810.432861
	Iteration 42Q: 3 clusters Score -1.225398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122681 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12253995.000000 Penalty: 3810.432861
	Iteration 43Q: 3 clusters Score -1.2254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122670 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12254005.000000 Penalty: 3810.432861
	Iteration 44Q: 3 clusters Score -1.2254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122660 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12254021.000000 Penalty: 3810.432861
	Iteration 45Q: 3 clusters Score -1.225402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12254026.000000 Penalty: 3810.432861
	Iteration 46Q: 3 clusters Score -1.225403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122637 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12254046.000000 Penalty: 3810.432861
	Iteration 47Q: 3 clusters Score -1.225405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122633 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12254042.000000 Penalty: 3810.432861
	Iteration 48Q: 3 clusters Score -1.225404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12254047.000000 Penalty: 3810.432861
	Iteration 49Q: 3 clusters Score -1.225405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122621 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12254051.000000 Penalty: 3810.432861
	Iteration 50Q: 3 clusters Score -1.225405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122614 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12254043.000000 Penalty: 3810.432861
	Iteration 51Q: 3 clusters Score -1.225404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12254048.000000 Penalty: 3810.432861
	Iteration 52Q: 3 clusters Score -1.225405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12254047.000000 Penalty: 3810.432861
	Iteration 53Q: 3 clusters Score -1.225405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12254058.000000 Penalty: 3810.432861
	Iteration 54Q: 3 clusters Score -1.225406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122598 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12254052.000000 Penalty: 3810.432861
	Iteration 55Q: 3 clusters Score -1.225405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122599 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -12254045.000000 Penalty: 3810.432861
	Iteration 56Q: 3 clusters Score -1.225404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122601 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -12254054.000000 Penalty: 3810.432861
	Iteration 57Q: 3 clusters Score -1.225405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12254053.000000 Penalty: 3810.432861
	Iteration 58Q: 3 clusters Score -1.225405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122603 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12254057.000000 Penalty: 3810.432861
	Iteration 59Q: 3 clusters Score -1.225406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122604 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12254054.000000 Penalty: 3810.432861
	Iteration 60F: 3 clusters Score -1.225405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Entering Unmasked Estep 
Score: -1654763.500000 Penalty: 1581.419067
	Iteration 0F: 2 clusters Score -1654764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1643289.750000 Penalty: 3162.838135
	Iteration 0F: 3 clusters Score -1643290 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1647366.000000 Penalty: 3162.838135
	Iteration 1F: 3 clusters Score -1647366 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1647731.375000 Penalty: 3162.838135
	Iteration 2F: 3 clusters Score -1647731 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1648064.750000 Penalty: 3162.838135
	Iteration 3Q: 3 clusters Score -1648065 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1648458.875000 Penalty: 3162.838135
	Iteration 4Q: 3 clusters Score -1648459 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1648985.125000 Penalty: 3162.838135
	Iteration 5Q: 3 clusters Score -1648985 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1649712.625000 Penalty: 3162.838135
	Iteration 6F: 3 clusters Score -1649713 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1650483.625000 Penalty: 3162.838135
	Iteration 7F: 3 clusters Score -1650484 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1651149.375000 Penalty: 3162.838135
	Iteration 8F: 3 clusters Score -1651149 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1651659.625000 Penalty: 3162.838135
	Iteration 9Q: 3 clusters Score -1651660 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1652099.500000 Penalty: 3162.838135
	Iteration 10Q: 3 clusters Score -1652100 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1652447.125000 Penalty: 3162.838135
	Iteration 11Q: 3 clusters Score -1652447 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1652702.250000 Penalty: 3162.838135
	Iteration 12Q: 3 clusters Score -1652702 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1652871.375000 Penalty: 3162.838135
	Iteration 13Q: 3 clusters Score -1652871 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1653001.625000 Penalty: 3162.838135
	Iteration 14Q: 3 clusters Score -1653002 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1653118.000000 Penalty: 3162.838135
	Iteration 15Q: 3 clusters Score -1653118 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1653198.375000 Penalty: 3162.838135
	Iteration 16Q: 3 clusters Score -1653198 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1653255.125000 Penalty: 3162.838135
	Iteration 17Q: 3 clusters Score -1653255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1653293.625000 Penalty: 3162.838135
	Iteration 18Q: 3 clusters Score -1653294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1653323.000000 Penalty: 3162.838135
	Iteration 19Q: 3 clusters Score -1653323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1653348.875000 Penalty: 3162.838135
	Iteration 20F: 3 clusters Score -1653349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1653374.250000 Penalty: 3162.838135
	Iteration 21Q: 3 clusters Score -1653374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1653397.250000 Penalty: 3162.838135
	Iteration 22Q: 3 clusters Score -1653397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1653412.750000 Penalty: 3162.838135
	Iteration 23Q: 3 clusters Score -1653413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1653423.375000 Penalty: 3162.838135
	Iteration 24Q: 3 clusters Score -1653423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1653437.125000 Penalty: 3162.838135
	Iteration 25Q: 3 clusters Score -1653437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1653453.250000 Penalty: 3162.838135
	Iteration 26Q: 3 clusters Score -1653453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1653464.750000 Penalty: 3162.838135
	Iteration 27Q: 3 clusters Score -1653465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1653472.875000 Penalty: 3162.838135
	Iteration 28Q: 3 clusters Score -1653473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1653478.125000 Penalty: 3162.838135
	Iteration 29Q: 3 clusters Score -1653478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1653480.875000 Penalty: 3162.838135
	Iteration 30Q: 3 clusters Score -1653481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1653488.375000 Penalty: 3162.838135
	Iteration 31Q: 3 clusters Score -1653488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1653490.250000 Penalty: 3162.838135
	Iteration 32Q: 3 clusters Score -1653490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1653490.250000 Penalty: 3162.838135
	Iteration 33Q: 3 clusters Score -1653490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1653491.250000 Penalty: 3162.838135
	Iteration 34Q: 3 clusters Score -1653491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1653492.625000 Penalty: 3162.838135
	Iteration 35Q: 3 clusters Score -1653493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1653492.625000 Penalty: 3162.838135
	Iteration 36F: 3 clusters Score -1653493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Entering Unmasked Estep 
Score: -1520407.125000 Penalty: 1569.389038
	Iteration 0F: 2 clusters Score -1520407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1509660.750000 Penalty: 3138.778076
	Iteration 0F: 3 clusters Score -1509661 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1513825.625000 Penalty: 3138.778076
	Iteration 1F: 3 clusters Score -1513826 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1514683.375000 Penalty: 3138.778076
	Iteration 2F: 3 clusters Score -1514683 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1515840.875000 Penalty: 3138.778076
	Iteration 3F: 3 clusters Score -1515841 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1517144.750000 Penalty: 3138.778076
	Iteration 4F: 3 clusters Score -1517145 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1518243.000000 Penalty: 3138.778076
	Iteration 5F: 3 clusters Score -1518243 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1519097.375000 Penalty: 3138.778076
	Iteration 6F: 3 clusters Score -1519097 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1519635.625000 Penalty: 3138.778076
	Iteration 7Q: 3 clusters Score -1519636 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1519892.250000 Penalty: 3138.778076
	Iteration 8Q: 3 clusters Score -1519892 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1520028.875000 Penalty: 3138.778076
	Iteration 9Q: 3 clusters Score -1520029 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1520114.250000 Penalty: 3138.778076
	Iteration 10Q: 3 clusters Score -1520114 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1520182.250000 Penalty: 3138.778076
	Iteration 11Q: 3 clusters Score -1520182 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1520228.500000 Penalty: 3138.778076
	Iteration 12Q: 3 clusters Score -1520228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1520261.000000 Penalty: 3138.778076
	Iteration 13Q: 3 clusters Score -1520261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1520282.750000 Penalty: 3138.778076
	Iteration 14Q: 3 clusters Score -1520283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1520293.750000 Penalty: 3138.778076
	Iteration 15Q: 3 clusters Score -1520294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1520305.625000 Penalty: 3138.778076
	Iteration 16Q: 3 clusters Score -1520306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1520315.000000 Penalty: 3138.778076
	Iteration 17Q: 3 clusters Score -1520315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1520314.500000 Penalty: 3138.778076
	Iteration 18Q: 3 clusters Score -1520314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1520324.500000 Penalty: 3138.778076
	Iteration 19Q: 3 clusters Score -1520324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1520325.625000 Penalty: 3138.778076
	Iteration 20F: 3 clusters Score -1520326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1520330.250000 Penalty: 3138.778076
	Iteration 21Q: 3 clusters Score -1520330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1520330.500000 Penalty: 3138.778076
	Iteration 22Q: 3 clusters Score -1520330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1520328.250000 Penalty: 3138.778076
	Iteration 23Q: 3 clusters Score -1520328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1520331.000000 Penalty: 3138.778076
	Iteration 24Q: 3 clusters Score -1520331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1520332.125000 Penalty: 3138.778076
	Iteration 25Q: 3 clusters Score -1520332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1520334.875000 Penalty: 3138.778076
	Iteration 26Q: 3 clusters Score -1520335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1520335.250000 Penalty: 3138.778076
	Iteration 27Q: 3 clusters Score -1520335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1520340.750000 Penalty: 3138.778076
	Iteration 28Q: 3 clusters Score -1520341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1520339.125000 Penalty: 3138.778076
	Iteration 29Q: 3 clusters Score -1520339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1520342.125000 Penalty: 3138.778076
	Iteration 30Q: 3 clusters Score -1520342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1520343.250000 Penalty: 3138.778076
	Iteration 31Q: 3 clusters Score -1520343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1520343.500000 Penalty: 3138.778076
	Iteration 32Q: 3 clusters Score -1520344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1520341.875000 Penalty: 3138.778076
	Iteration 33Q: 3 clusters Score -1520342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1520340.750000 Penalty: 3138.778076
	Iteration 34Q: 3 clusters Score -1520341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1520345.375000 Penalty: 3138.778076
	Iteration 35Q: 3 clusters Score -1520345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1520345.875000 Penalty: 3138.778076
	Iteration 36Q: 3 clusters Score -1520346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1520349.000000 Penalty: 3138.778076
	Iteration 37Q: 3 clusters Score -1520349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1520348.375000 Penalty: 3138.778076
	Iteration 38Q: 3 clusters Score -1520348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1520349.125000 Penalty: 3138.778076
	Iteration 39Q: 3 clusters Score -1520349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1520348.625000 Penalty: 3138.778076
	Iteration 40F: 3 clusters Score -1520349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1520345.375000 Penalty: 3138.778076
	Iteration 41Q: 3 clusters Score -1520345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1520345.875000 Penalty: 3138.778076
	Iteration 42Q: 3 clusters Score -1520346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1520344.125000 Penalty: 3138.778076
	Iteration 43Q: 3 clusters Score -1520344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1520344.625000 Penalty: 3138.778076
	Iteration 44Q: 3 clusters Score -1520345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1520344.625000 Penalty: 3138.778076
	Iteration 45Q: 3 clusters Score -1520345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1520344.375000 Penalty: 3138.778076
	Iteration 46Q: 3 clusters Score -1520344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1520345.125000 Penalty: 3138.778076
	Iteration 47Q: 3 clusters Score -1520345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1520345.250000 Penalty: 3138.778076
	Iteration 48Q: 3 clusters Score -1520345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1520347.750000 Penalty: 3138.778076
	Iteration 49Q: 3 clusters Score -1520348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1520347.750000 Penalty: 3138.778076
	Iteration 50Q: 3 clusters Score -1520348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1520347.000000 Penalty: 3138.778076
	Iteration 51Q: 3 clusters Score -1520347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1520348.375000 Penalty: 3138.778076
	Iteration 52Q: 3 clusters Score -1520348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1520348.375000 Penalty: 3138.778076
	Iteration 53F: 3 clusters Score -1520348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 20131 members 
Mstep: Class 6 contains 1443 members 
Mstep: Class 7 contains 7382 members 
Mstep: Class 8 contains 14276 members 
Mstep: Class 9 contains 43107 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8229 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10475 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60660 members 
Mstep: Class 19 contains 107514 members 
Mstep: Class 20 contains 17637 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 16845 members 
Mstep: Class 25 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411408.000000 Penalty: 53662.054688
Iteration 119Q: 26 clusters Score -5.241141e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 20124 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 7387 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 43112 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4965 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10475 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60667 members 
Mstep: Class 19 contains 107522 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123552 members 
Mstep: Class 24 contains 16838 members 
Mstep: Class 25 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411452.000000 Penalty: 53662.054688
Iteration 120F: 26 clusters Score -5.241145e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 20113 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 7389 members 
Mstep: Class 8 contains 14289 members 
Mstep: Class 9 contains 43106 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8200 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10476 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60684 members 
Mstep: Class 19 contains 107528 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 16829 members 
Mstep: Class 25 contains 15646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411452.000000 Penalty: 53662.054688
Iteration 121Q: 26 clusters Score -5.241145e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 20106 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 7396 members 
Mstep: Class 8 contains 14296 members 
Mstep: Class 9 contains 43105 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10475 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60698 members 
Mstep: Class 19 contains 107529 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123550 members 
Mstep: Class 24 contains 16820 members 
Mstep: Class 25 contains 15646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411456.000000 Penalty: 53662.054688
Iteration 122Q: 26 clusters Score -5.241146e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 20099 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 7404 members 
Mstep: Class 8 contains 14301 members 
Mstep: Class 9 contains 43102 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8182 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10475 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60707 members 
Mstep: Class 19 contains 107531 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123545 members 
Mstep: Class 24 contains 16818 members 
Mstep: Class 25 contains 15646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411476.000000 Penalty: 53662.054688
Iteration 123Q: 26 clusters Score -5.241148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15426 members 
Mstep: Class 5 contains 20091 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 7414 members 
Mstep: Class 8 contains 14307 members 
Mstep: Class 9 contains 43099 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8172 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10475 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60713 members 
Mstep: Class 19 contains 107538 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123543 members 
Mstep: Class 24 contains 16811 members 
Mstep: Class 25 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411448.000000 Penalty: 53662.054688
Iteration 124Q: 26 clusters Score -5.241145e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 20082 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 7420 members 
Mstep: Class 8 contains 14309 members 
Mstep: Class 9 contains 43100 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8160 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10478 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60721 members 
Mstep: Class 19 contains 107547 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123540 members 
Mstep: Class 24 contains 16801 members 
Mstep: Class 25 contains 15646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411452.000000 Penalty: 53662.054688
Iteration 125Q: 26 clusters Score -5.241145e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 20078 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 7428 members 
Mstep: Class 8 contains 14313 members 
Mstep: Class 9 contains 43100 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4969 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8152 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60724 members 
Mstep: Class 19 contains 107557 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123535 members 
Mstep: Class 24 contains 16791 members 
Mstep: Class 25 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411468.000000 Penalty: 53662.054688
Iteration 126Q: 26 clusters Score -5.241147e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15426 members 
Mstep: Class 5 contains 20074 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 7434 members 
Mstep: Class 8 contains 14316 members 
Mstep: Class 9 contains 43102 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 24050 members 
Mstep: Class 14 contains 8149 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10482 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60729 members 
Mstep: Class 19 contains 107565 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123528 members 
Mstep: Class 24 contains 16778 members 
Mstep: Class 25 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411440.000000 Penalty: 53662.054688
Iteration 127Q: 26 clusters Score -5.241144e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15427 members 
Mstep: Class 5 contains 20071 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7441 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 43093 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24049 members 
Mstep: Class 14 contains 8146 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60734 members 
Mstep: Class 19 contains 107573 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123523 members 
Mstep: Class 24 contains 16770 members 
Mstep: Class 25 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411504.000000 Penalty: 53662.054688
Iteration 128Q: 26 clusters Score -5.24115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15428 members 
Mstep: Class 5 contains 20070 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7448 members 
Mstep: Class 8 contains 14328 members 
Mstep: Class 9 contains 43088 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24049 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60738 members 
Mstep: Class 19 contains 107586 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123515 members 
Mstep: Class 24 contains 16762 members 
Mstep: Class 25 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411516.000000 Penalty: 53662.054688
Iteration 129Q: 26 clusters Score -5.241152e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20065 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7453 members 
Mstep: Class 8 contains 14338 members 
Mstep: Class 9 contains 43089 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24049 members 
Mstep: Class 14 contains 8131 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60744 members 
Mstep: Class 19 contains 107588 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123512 members 
Mstep: Class 24 contains 16754 members 
Mstep: Class 25 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411480.000000 Penalty: 53662.054688
Iteration 130Q: 26 clusters Score -5.241148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20060 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7456 members 
Mstep: Class 8 contains 14351 members 
Mstep: Class 9 contains 43085 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24048 members 
Mstep: Class 14 contains 8126 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60749 members 
Mstep: Class 19 contains 107588 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123511 members 
Mstep: Class 24 contains 16745 members 
Mstep: Class 25 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411520.000000 Penalty: 53662.054688
Iteration 131Q: 26 clusters Score -5.241152e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20057 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7463 members 
Mstep: Class 8 contains 14362 members 
Mstep: Class 9 contains 43079 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24049 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60755 members 
Mstep: Class 19 contains 107589 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3590 members 
Mstep: Class 23 contains 123509 members 
Mstep: Class 24 contains 16734 members 
Mstep: Class 25 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411468.000000 Penalty: 53662.054688
Iteration 132Q: 26 clusters Score -5.241147e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20053 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 14375 members 
Mstep: Class 9 contains 43074 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24051 members 
Mstep: Class 14 contains 8117 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60764 members 
Mstep: Class 19 contains 107593 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123507 members 
Mstep: Class 24 contains 16718 members 
Mstep: Class 25 contains 15645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411488.000000 Penalty: 53662.054688
Iteration 133Q: 26 clusters Score -5.241149e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 20051 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 14384 members 
Mstep: Class 9 contains 43072 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 24052 members 
Mstep: Class 14 contains 8112 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60769 members 
Mstep: Class 19 contains 107602 members 
Mstep: Class 20 contains 17636 members 
Mstep: Class 21 contains 8859 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123504 members 
Mstep: Class 24 contains 16706 members 
Mstep: Class 25 contains 15642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411528.000000 Penalty: 53662.054688
Iteration 134Q: 26 clusters Score -5.241153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 20049 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 9 contains 43078 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8109 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60773 members 
Mstep: Class 19 contains 107606 members 
Mstep: Class 20 contains 17635 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123501 members 
Mstep: Class 24 contains 16697 members 
Mstep: Class 25 contains 15640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411520.000000 Penalty: 53662.054688
Iteration 135Q: 26 clusters Score -5.241152e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 20045 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 43085 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24055 members 
Mstep: Class 14 contains 8103 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60777 members 
Mstep: Class 19 contains 107613 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123500 members 
Mstep: Class 24 contains 16687 members 
Mstep: Class 25 contains 15640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411552.000000 Penalty: 53662.054688
Iteration 136Q: 26 clusters Score -5.241155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 20040 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7469 members 
Mstep: Class 8 contains 14390 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8097 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10483 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60781 members 
Mstep: Class 19 contains 107618 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123497 members 
Mstep: Class 24 contains 16679 members 
Mstep: Class 25 contains 15640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411568.000000 Penalty: 53662.054688
Iteration 137Q: 26 clusters Score -5.241157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 20036 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 14390 members 
Mstep: Class 9 contains 43097 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8091 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60788 members 
Mstep: Class 19 contains 107623 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123497 members 
Mstep: Class 24 contains 16670 members 
Mstep: Class 25 contains 15639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411588.000000 Penalty: 53662.054688
Iteration 138Q: 26 clusters Score -5.241159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20031 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 43102 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24055 members 
Mstep: Class 14 contains 8085 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60795 members 
Mstep: Class 19 contains 107632 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123495 members 
Mstep: Class 24 contains 16661 members 
Mstep: Class 25 contains 15638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411572.000000 Penalty: 53662.054688
Iteration 139Q: 26 clusters Score -5.241157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20028 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43108 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24055 members 
Mstep: Class 14 contains 8081 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60800 members 
Mstep: Class 19 contains 107638 members 
Mstep: Class 20 contains 17634 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123491 members 
Mstep: Class 24 contains 16654 members 
Mstep: Class 25 contains 15637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411584.000000 Penalty: 53662.054688
Iteration 140F: 26 clusters Score -5.241158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43111 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24055 members 
Mstep: Class 14 contains 8078 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60806 members 
Mstep: Class 19 contains 107642 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123489 members 
Mstep: Class 24 contains 16647 members 
Mstep: Class 25 contains 15637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411572.000000 Penalty: 53662.054688
Iteration 141Q: 26 clusters Score -5.241157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20025 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7470 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43112 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24055 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60811 members 
Mstep: Class 19 contains 107647 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123485 members 
Mstep: Class 24 contains 16649 members 
Mstep: Class 25 contains 15635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411560.000000 Penalty: 53662.054688
Iteration 142Q: 26 clusters Score -5.241156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20024 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43114 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60812 members 
Mstep: Class 19 contains 107651 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123480 members 
Mstep: Class 24 contains 16647 members 
Mstep: Class 25 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411540.000000 Penalty: 53662.054688
Iteration 143Q: 26 clusters Score -5.241154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20021 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43117 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8072 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60813 members 
Mstep: Class 19 contains 107655 members 
Mstep: Class 20 contains 17633 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123478 members 
Mstep: Class 24 contains 16647 members 
Mstep: Class 25 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411568.000000 Penalty: 53662.054688
Iteration 144Q: 26 clusters Score -5.241157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20018 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43120 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60814 members 
Mstep: Class 19 contains 107661 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123476 members 
Mstep: Class 24 contains 16647 members 
Mstep: Class 25 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411552.000000 Penalty: 53662.054688
Iteration 145Q: 26 clusters Score -5.241155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20014 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43126 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8063 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60815 members 
Mstep: Class 19 contains 107665 members 
Mstep: Class 20 contains 17632 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123476 members 
Mstep: Class 24 contains 16646 members 
Mstep: Class 25 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411540.000000 Penalty: 53662.054688
Iteration 146Q: 26 clusters Score -5.241154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20008 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43132 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8059 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60818 members 
Mstep: Class 19 contains 107667 members 
Mstep: Class 20 contains 17631 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123477 members 
Mstep: Class 24 contains 16644 members 
Mstep: Class 25 contains 15637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411592.000000 Penalty: 53662.054688
Iteration 147Q: 26 clusters Score -5.241159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15430 members 
Mstep: Class 5 contains 20003 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43139 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8053 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60824 members 
Mstep: Class 19 contains 107668 members 
Mstep: Class 20 contains 17630 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123476 members 
Mstep: Class 24 contains 16642 members 
Mstep: Class 25 contains 15637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411608.000000 Penalty: 53662.054688
Iteration 148Q: 26 clusters Score -5.241161e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20001 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43145 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8051 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60826 members 
Mstep: Class 19 contains 107668 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123478 members 
Mstep: Class 24 contains 16640 members 
Mstep: Class 25 contains 15636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411640.000000 Penalty: 53662.054688
Iteration 149Q: 26 clusters Score -5.241164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 20000 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7471 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 43152 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8045 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60827 members 
Mstep: Class 19 contains 107673 members 
Mstep: Class 20 contains 17628 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123477 members 
Mstep: Class 24 contains 16635 members 
Mstep: Class 25 contains 15635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411648.000000 Penalty: 53662.054688
Iteration 150Q: 26 clusters Score -5.241165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 19999 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7472 members 
Mstep: Class 8 contains 14393 members 
Mstep: Class 9 contains 43151 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8038 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10485 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60829 members 
Mstep: Class 19 contains 107680 members 
Mstep: Class 20 contains 17625 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123476 members 
Mstep: Class 24 contains 16634 members 
Mstep: Class 25 contains 15635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411620.000000 Penalty: 53662.054688
Iteration 151Q: 26 clusters Score -5.241162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15432 members 
Mstep: Class 5 contains 19997 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 7474 members 
Mstep: Class 8 contains 14394 members 
Mstep: Class 9 contains 43151 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8032 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60830 members 
Mstep: Class 19 contains 107688 members 
Mstep: Class 20 contains 17625 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123474 members 
Mstep: Class 24 contains 16630 members 
Mstep: Class 25 contains 15635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411592.000000 Penalty: 53662.054688
Iteration 152Q: 26 clusters Score -5.241159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 19995 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 14396 members 
Mstep: Class 9 contains 43153 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60833 members 
Mstep: Class 19 contains 107696 members 
Mstep: Class 20 contains 17624 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123475 members 
Mstep: Class 24 contains 16627 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411620.000000 Penalty: 53662.054688
Iteration 153Q: 26 clusters Score -5.241162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 19993 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7476 members 
Mstep: Class 8 contains 14396 members 
Mstep: Class 9 contains 43157 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8018 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10487 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60839 members 
Mstep: Class 19 contains 107700 members 
Mstep: Class 20 contains 17623 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123475 members 
Mstep: Class 24 contains 16626 members 
Mstep: Class 25 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411656.000000 Penalty: 53662.054688
Iteration 154Q: 26 clusters Score -5.241166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 19990 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7480 members 
Mstep: Class 8 contains 14396 members 
Mstep: Class 9 contains 43160 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8013 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10486 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60840 members 
Mstep: Class 19 contains 107704 members 
Mstep: Class 20 contains 17623 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123477 members 
Mstep: Class 24 contains 16626 members 
Mstep: Class 25 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411652.000000 Penalty: 53662.054688
Iteration 155Q: 26 clusters Score -5.241165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 19988 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7482 members 
Mstep: Class 8 contains 14396 members 
Mstep: Class 9 contains 43161 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8008 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10484 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60845 members 
Mstep: Class 19 contains 107710 members 
Mstep: Class 20 contains 17622 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123476 members 
Mstep: Class 24 contains 16623 members 
Mstep: Class 25 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411640.000000 Penalty: 53662.054688
Iteration 156Q: 26 clusters Score -5.241164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 19987 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 14397 members 
Mstep: Class 9 contains 43160 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60848 members 
Mstep: Class 19 contains 107719 members 
Mstep: Class 20 contains 17622 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123472 members 
Mstep: Class 24 contains 16621 members 
Mstep: Class 25 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411668.000000 Penalty: 53662.054688
Iteration 157Q: 26 clusters Score -5.241167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 19985 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7487 members 
Mstep: Class 8 contains 14399 members 
Mstep: Class 9 contains 43163 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 8000 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60850 members 
Mstep: Class 19 contains 107725 members 
Mstep: Class 20 contains 17622 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123470 members 
Mstep: Class 24 contains 16615 members 
Mstep: Class 25 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411644.000000 Penalty: 53662.054688
Iteration 158Q: 26 clusters Score -5.241164e+07 nChanged 23
Entering ConstructFrom: 
Score: -52411644.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (12255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Entering Unmasked Estep 
Score: -1227146.500000 Penalty: 1529.724609
	Iteration 0F: 2 clusters Score -1227146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1218473.500000 Penalty: 3059.449219
	Iteration 0F: 3 clusters Score -1218474 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1221450.000000 Penalty: 3059.449219
	Iteration 1F: 3 clusters Score -1221450 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1221678.875000 Penalty: 3059.449219
	Iteration 2F: 3 clusters Score -1221679 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1221821.500000 Penalty: 3059.449219
	Iteration 3Q: 3 clusters Score -1221822 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1221955.250000 Penalty: 3059.449219
	Iteration 4Q: 3 clusters Score -1221955 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1222081.125000 Penalty: 3059.449219
	Iteration 5Q: 3 clusters Score -1222081 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1222200.375000 Penalty: 3059.449219
	Iteration 6Q: 3 clusters Score -1222200 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1222345.125000 Penalty: 3059.449219
	Iteration 7Q: 3 clusters Score -1222345 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1222502.875000 Penalty: 3059.449219
	Iteration 8Q: 3 clusters Score -1222503 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1222682.125000 Penalty: 3059.449219
	Iteration 9Q: 3 clusters Score -1222682 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1222868.375000 Penalty: 3059.449219
	Iteration 10Q: 3 clusters Score -1222868 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1223037.000000 Penalty: 3059.449219
	Iteration 11Q: 3 clusters Score -1223037 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1223202.375000 Penalty: 3059.449219
	Iteration 12Q: 3 clusters Score -1223202 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1223380.750000 Penalty: 3059.449219
	Iteration 13Q: 3 clusters Score -1223381 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1223559.625000 Penalty: 3059.449219
	Iteration 14Q: 3 clusters Score -1223560 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1223748.125000 Penalty: 3059.449219
	Iteration 15Q: 3 clusters Score -1223748 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1223897.125000 Penalty: 3059.449219
	Iteration 16Q: 3 clusters Score -1223897 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1224022.500000 Penalty: 3059.449219
	Iteration 17Q: 3 clusters Score -1224022 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1224110.750000 Penalty: 3059.449219
	Iteration 18Q: 3 clusters Score -1224111 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1224163.625000 Penalty: 3059.449219
	Iteration 19Q: 3 clusters Score -1224164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1224195.375000 Penalty: 3059.449219
	Iteration 20F: 3 clusters Score -1224195 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1224217.500000 Penalty: 3059.449219
	Iteration 21Q: 3 clusters Score -1224218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1224234.500000 Penalty: 3059.449219
	Iteration 22Q: 3 clusters Score -1224234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1224253.500000 Penalty: 3059.449219
	Iteration 23Q: 3 clusters Score -1224254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1224267.000000 Penalty: 3059.449219
	Iteration 24Q: 3 clusters Score -1224267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1224275.000000 Penalty: 3059.449219
	Iteration 25Q: 3 clusters Score -1224275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1224283.000000 Penalty: 3059.449219
	Iteration 26Q: 3 clusters Score -1224283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1224286.250000 Penalty: 3059.449219
	Iteration 27Q: 3 clusters Score -1224286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1224293.125000 Penalty: 3059.449219
	Iteration 28Q: 3 clusters Score -1224293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1224294.750000 Penalty: 3059.449219
	Iteration 29Q: 3 clusters Score -1224295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1224300.625000 Penalty: 3059.449219
	Iteration 30Q: 3 clusters Score -1224301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1224310.750000 Penalty: 3059.449219
	Iteration 31Q: 3 clusters Score -1224311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1224320.375000 Penalty: 3059.449219
	Iteration 32Q: 3 clusters Score -1224320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1224331.625000 Penalty: 3059.449219
	Iteration 33Q: 3 clusters Score -1224332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1224339.500000 Penalty: 3059.449219
	Iteration 34Q: 3 clusters Score -1224340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1224348.125000 Penalty: 3059.449219
	Iteration 35Q: 3 clusters Score -1224348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1224351.000000 Penalty: 3059.449219
	Iteration 36Q: 3 clusters Score -1224351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1224359.125000 Penalty: 3059.449219
	Iteration 37Q: 3 clusters Score -1224359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1224367.750000 Penalty: 3059.449219
	Iteration 38Q: 3 clusters Score -1224368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1224367.625000 Penalty: 3059.449219
	Iteration 39Q: 3 clusters Score -1224368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1224375.625000 Penalty: 3059.449219
	Iteration 40F: 3 clusters Score -1224376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1224375.875000 Penalty: 3059.449219
	Iteration 41Q: 3 clusters Score -1224376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1224375.375000 Penalty: 3059.449219
	Iteration 42Q: 3 clusters Score -1224375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1224377.875000 Penalty: 3059.449219
	Iteration 43Q: 3 clusters Score -1224378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1224381.500000 Penalty: 3059.449219
	Iteration 44Q: 3 clusters Score -1224382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1224381.375000 Penalty: 3059.449219
	Iteration 45Q: 3 clusters Score -1224381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1224381.875000 Penalty: 3059.449219
	Iteration 46Q: 3 clusters Score -1224382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1224382.500000 Penalty: 3059.449219
	Iteration 47Q: 3 clusters Score -1224382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1224384.875000 Penalty: 3059.449219
	Iteration 48Q: 3 clusters Score -1224385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1224383.000000 Penalty: 3059.449219
	Iteration 49Q: 3 clusters Score -1224383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1224383.625000 Penalty: 3059.449219
	Iteration 50Q: 3 clusters Score -1224384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1224383.375000 Penalty: 3059.449219
	Iteration 51Q: 3 clusters Score -1224383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1224383.375000 Penalty: 3059.449219
	Iteration 52Q: 3 clusters Score -1224383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1224382.500000 Penalty: 3059.449219
	Iteration 53Q: 3 clusters Score -1224382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1224382.500000 Penalty: 3059.449219
	Iteration 54F: 3 clusters Score -1224382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1160574.250000 Penalty: 1523.342163
	Iteration 0F: 2 clusters Score -1160574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1152334.500000 Penalty: 3046.684326
	Iteration 0F: 3 clusters Score -1152334 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1155000.375000 Penalty: 3046.684326
	Iteration 1F: 3 clusters Score -1155000 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1155249.375000 Penalty: 3046.684326
	Iteration 2F: 3 clusters Score -1155249 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1155490.500000 Penalty: 3046.684326
	Iteration 3Q: 3 clusters Score -1155490 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1155779.750000 Penalty: 3046.684326
	Iteration 4Q: 3 clusters Score -1155780 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1156148.250000 Penalty: 3046.684326
	Iteration 5F: 3 clusters Score -1156148 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1156608.500000 Penalty: 3046.684326
	Iteration 6F: 3 clusters Score -1156608 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1157134.625000 Penalty: 3046.684326
	Iteration 7F: 3 clusters Score -1157135 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1157672.500000 Penalty: 3046.684326
	Iteration 8F: 3 clusters Score -1157672 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1158146.500000 Penalty: 3046.684326
	Iteration 9Q: 3 clusters Score -1158146 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1158572.250000 Penalty: 3046.684326
	Iteration 10Q: 3 clusters Score -1158572 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1158913.250000 Penalty: 3046.684326
	Iteration 11Q: 3 clusters Score -1158913 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1159088.750000 Penalty: 3046.684326
	Iteration 12Q: 3 clusters Score -1159089 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1159192.500000 Penalty: 3046.684326
	Iteration 13Q: 3 clusters Score -1159192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1159239.500000 Penalty: 3046.684326
	Iteration 14Q: 3 clusters Score -1159240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1159260.000000 Penalty: 3046.684326
	Iteration 15Q: 3 clusters Score -1159260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1159275.625000 Penalty: 3046.684326
	Iteration 16Q: 3 clusters Score -1159276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1159283.125000 Penalty: 3046.684326
	Iteration 17Q: 3 clusters Score -1159283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1159290.500000 Penalty: 3046.684326
	Iteration 18Q: 3 clusters Score -1159290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1159296.750000 Penalty: 3046.684326
	Iteration 19Q: 3 clusters Score -1159297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1159299.125000 Penalty: 3046.684326
	Iteration 20F: 3 clusters Score -1159299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -592009.625000 Penalty: 1411.572266
	Iteration 0F: 2 clusters Score -592009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -587494.437500 Penalty: 2823.144531
	Iteration 0F: 3 clusters Score -587494.4 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -588988.250000 Penalty: 2823.144531
	Iteration 1F: 3 clusters Score -588988.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -589251.750000 Penalty: 2823.144531
	Iteration 2F: 3 clusters Score -589251.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -589457.875000 Penalty: 2823.144531
	Iteration 3F: 3 clusters Score -589457.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -589649.000000 Penalty: 2823.144531
	Iteration 4Q: 3 clusters Score -589649 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -589829.375000 Penalty: 2823.144531
	Iteration 5F: 3 clusters Score -589829.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -589993.062500 Penalty: 2823.144531
	Iteration 6Q: 3 clusters Score -589993.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -590193.375000 Penalty: 2823.144531
	Iteration 7Q: 3 clusters Score -590193.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -590432.687500 Penalty: 2823.144531
	Iteration 8Q: 3 clusters Score -590432.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -590662.375000 Penalty: 2823.144531
	Iteration 9Q: 3 clusters Score -590662.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -590840.750000 Penalty: 2823.144531
	Iteration 10Q: 3 clusters Score -590840.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -590967.812500 Penalty: 2823.144531
	Iteration 11Q: 3 clusters Score -590967.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -591055.562500 Penalty: 2823.144531
	Iteration 12Q: 3 clusters Score -591055.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -591124.375000 Penalty: 2823.144531
	Iteration 13Q: 3 clusters Score -591124.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -591185.875000 Penalty: 2823.144531
	Iteration 14Q: 3 clusters Score -591185.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -591224.812500 Penalty: 2823.144531
	Iteration 15Q: 3 clusters Score -591224.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -591258.187500 Penalty: 2823.144531
	Iteration 16Q: 3 clusters Score -591258.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -591276.000000 Penalty: 2823.144531
	Iteration 17Q: 3 clusters Score -591276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -591286.750000 Penalty: 2823.144531
	Iteration 18Q: 3 clusters Score -591286.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -591301.875000 Penalty: 2823.144531
	Iteration 19Q: 3 clusters Score -591301.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -591315.500000 Penalty: 2823.144531
	Iteration 20F: 3 clusters Score -591315.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -591325.625000 Penalty: 2823.144531
	Iteration 21Q: 3 clusters Score -591325.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -591336.000000 Penalty: 2823.144531
	Iteration 22Q: 3 clusters Score -591336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -591344.500000 Penalty: 2823.144531
	Iteration 23Q: 3 clusters Score -591344.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -591353.312500 Penalty: 2823.144531
	Iteration 24Q: 3 clusters Score -591353.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -591361.062500 Penalty: 2823.144531
	Iteration 25Q: 3 clusters Score -591361.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -591369.062500 Penalty: 2823.144531
	Iteration 26Q: 3 clusters Score -591369.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -591382.750000 Penalty: 2823.144531
	Iteration 27Q: 3 clusters Score -591382.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -591398.312500 Penalty: 2823.144531
	Iteration 28Q: 3 clusters Score -591398.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -591419.562500 Penalty: 2823.144531
	Iteration 29Q: 3 clusters Score -591419.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -591447.437500 Penalty: 2823.144531
	Iteration 30Q: 3 clusters Score -591447.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -591462.125000 Penalty: 2823.144531
	Iteration 31Q: 3 clusters Score -591462.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -591470.312500 Penalty: 2823.144531
	Iteration 32Q: 3 clusters Score -591470.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -591482.312500 Penalty: 2823.144531
	Iteration 33Q: 3 clusters Score -591482.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -591493.812500 Penalty: 2823.144531
	Iteration 34Q: 3 clusters Score -591493.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -591507.750000 Penalty: 2823.144531
	Iteration 35Q: 3 clusters Score -591507.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -591517.937500 Penalty: 2823.144531
	Iteration 36Q: 3 clusters Score -591517.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -591524.562500 Penalty: 2823.144531
	Iteration 37Q: 3 clusters Score -591524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -591528.375000 Penalty: 2823.144531
	Iteration 38Q: 3 clusters Score -591528.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -591530.625000 Penalty: 2823.144531
	Iteration 39Q: 3 clusters Score -591530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -591536.875000 Penalty: 2823.144531
	Iteration 40F: 3 clusters Score -591536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -591540.062500 Penalty: 2823.144531
	Iteration 41Q: 3 clusters Score -591540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -591541.062500 Penalty: 2823.144531
	Iteration 42Q: 3 clusters Score -591541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -591540.687500 Penalty: 2823.144531
	Iteration 43Q: 3 clusters Score -591540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -591540.750000 Penalty: 2823.144531
	Iteration 44Q: 3 clusters Score -591540.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -591540.750000 Penalty: 2823.144531
	Iteration 45F: 3 clusters Score -591540.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Entering Unmasked Estep 
Score: -1523289.125000 Penalty: 1567.108521
	Iteration 0F: 2 clusters Score -1523289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1512601.875000 Penalty: 3134.217041
	Iteration 0F: 3 clusters Score -1512602 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1516304.500000 Penalty: 3134.217041
	Iteration 1F: 3 clusters Score -1516304 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1516614.125000 Penalty: 3134.217041
	Iteration 2F: 3 clusters Score -1516614 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1516895.125000 Penalty: 3134.217041
	Iteration 3F: 3 clusters Score -1516895 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1517142.750000 Penalty: 3134.217041
	Iteration 4Q: 3 clusters Score -1517143 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1517419.375000 Penalty: 3134.217041
	Iteration 5Q: 3 clusters Score -1517419 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1517744.000000 Penalty: 3134.217041
	Iteration 6Q: 3 clusters Score -1517744 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1518135.625000 Penalty: 3134.217041
	Iteration 7Q: 3 clusters Score -1518136 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1518592.000000 Penalty: 3134.217041
	Iteration 8Q: 3 clusters Score -1518592 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1519039.500000 Penalty: 3134.217041
	Iteration 9Q: 3 clusters Score -1519040 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1519477.625000 Penalty: 3134.217041
	Iteration 10Q: 3 clusters Score -1519478 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1519828.625000 Penalty: 3134.217041
	Iteration 11Q: 3 clusters Score -1519829 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1520072.875000 Penalty: 3134.217041
	Iteration 12Q: 3 clusters Score -1520073 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1520259.875000 Penalty: 3134.217041
	Iteration 13Q: 3 clusters Score -1520260 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1520409.625000 Penalty: 3134.217041
	Iteration 14Q: 3 clusters Score -1520410 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1520539.625000 Penalty: 3134.217041
	Iteration 15Q: 3 clusters Score -1520540 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1520652.125000 Penalty: 3134.217041
	Iteration 16Q: 3 clusters Score -1520652 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1520774.500000 Penalty: 3134.217041
	Iteration 17Q: 3 clusters Score -1520774 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1520894.000000 Penalty: 3134.217041
	Iteration 18Q: 3 clusters Score -1520894 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1521019.875000 Penalty: 3134.217041
	Iteration 19Q: 3 clusters Score -1521020 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1521125.500000 Penalty: 3134.217041
	Iteration 20F: 3 clusters Score -1521126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1521240.750000 Penalty: 3134.217041
	Iteration 21Q: 3 clusters Score -1521241 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1521345.375000 Penalty: 3134.217041
	Iteration 22Q: 3 clusters Score -1521345 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1521432.625000 Penalty: 3134.217041
	Iteration 23Q: 3 clusters Score -1521433 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1521528.500000 Penalty: 3134.217041
	Iteration 24Q: 3 clusters Score -1521528 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1521600.500000 Penalty: 3134.217041
	Iteration 25Q: 3 clusters Score -1521600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1521677.250000 Penalty: 3134.217041
	Iteration 26Q: 3 clusters Score -1521677 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1521730.625000 Penalty: 3134.217041
	Iteration 27Q: 3 clusters Score -1521731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1521781.875000 Penalty: 3134.217041
	Iteration 28Q: 3 clusters Score -1521782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1521820.875000 Penalty: 3134.217041
	Iteration 29Q: 3 clusters Score -1521821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1521860.125000 Penalty: 3134.217041
	Iteration 30Q: 3 clusters Score -1521860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1521883.375000 Penalty: 3134.217041
	Iteration 31Q: 3 clusters Score -1521883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1521895.875000 Penalty: 3134.217041
	Iteration 32Q: 3 clusters Score -1521896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1521907.750000 Penalty: 3134.217041
	Iteration 33Q: 3 clusters Score -1521908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1521910.375000 Penalty: 3134.217041
	Iteration 34Q: 3 clusters Score -1521910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1521913.750000 Penalty: 3134.217041
	Iteration 35Q: 3 clusters Score -1521914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1521917.125000 Penalty: 3134.217041
	Iteration 36Q: 3 clusters Score -1521917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1521919.875000 Penalty: 3134.217041
	Iteration 37Q: 3 clusters Score -1521920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1521925.250000 Penalty: 3134.217041
	Iteration 38Q: 3 clusters Score -1521925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1521927.250000 Penalty: 3134.217041
	Iteration 39Q: 3 clusters Score -1521927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1521928.250000 Penalty: 3134.217041
	Iteration 40F: 3 clusters Score -1521928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1521929.625000 Penalty: 3134.217041
	Iteration 41Q: 3 clusters Score -1521930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1521929.625000 Penalty: 3134.217041
	Iteration 42F: 3 clusters Score -1521930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Entering Unmasked Estep 
Score: -2031405.125000 Penalty: 1609.154053
	Iteration 0F: 2 clusters Score -2031405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2017672.000000 Penalty: 3218.308105
	Iteration 0F: 3 clusters Score -2017672 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2022521.750000 Penalty: 3218.308105
	Iteration 1F: 3 clusters Score -2022522 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2022792.250000 Penalty: 3218.308105
	Iteration 2Q: 3 clusters Score -2022792 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2023062.750000 Penalty: 3218.308105
	Iteration 3Q: 3 clusters Score -2023063 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2023318.375000 Penalty: 3218.308105
	Iteration 4Q: 3 clusters Score -2023318 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2023575.250000 Penalty: 3218.308105
	Iteration 5Q: 3 clusters Score -2023575 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2023884.000000 Penalty: 3218.308105
	Iteration 6Q: 3 clusters Score -2023884 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2024211.375000 Penalty: 3218.308105
	Iteration 7Q: 3 clusters Score -2024211 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2024614.125000 Penalty: 3218.308105
	Iteration 8Q: 3 clusters Score -2024614 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2025104.625000 Penalty: 3218.308105
	Iteration 9Q: 3 clusters Score -2025105 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2025719.500000 Penalty: 3218.308105
	Iteration 10Q: 3 clusters Score -2025720 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2026343.375000 Penalty: 3218.308105
	Iteration 11Q: 3 clusters Score -2026343 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2026892.375000 Penalty: 3218.308105
	Iteration 12Q: 3 clusters Score -2026892 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2027349.250000 Penalty: 3218.308105
	Iteration 13Q: 3 clusters Score -2027349 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2027701.250000 Penalty: 3218.308105
	Iteration 14Q: 3 clusters Score -2027701 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2027957.375000 Penalty: 3218.308105
	Iteration 15Q: 3 clusters Score -2027957 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2028114.625000 Penalty: 3218.308105
	Iteration 16Q: 3 clusters Score -2028115 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2028193.625000 Penalty: 3218.308105
	Iteration 17Q: 3 clusters Score -2028194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2028261.125000 Penalty: 3218.308105
	Iteration 18Q: 3 clusters Score -2028261 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2028300.625000 Penalty: 3218.308105
	Iteration 19Q: 3 clusters Score -2028301 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2028349.500000 Penalty: 3218.308105
	Iteration 20F: 3 clusters Score -2028350 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2028383.125000 Penalty: 3218.308105
	Iteration 21Q: 3 clusters Score -2028383 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2028426.875000 Penalty: 3218.308105
	Iteration 22Q: 3 clusters Score -2028427 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2028467.000000 Penalty: 3218.308105
	Iteration 23Q: 3 clusters Score -2028467 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2028514.000000 Penalty: 3218.308105
	Iteration 24Q: 3 clusters Score -2028514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2028565.500000 Penalty: 3218.308105
	Iteration 25Q: 3 clusters Score -2028566 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2028608.000000 Penalty: 3218.308105
	Iteration 26Q: 3 clusters Score -2028608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2028658.000000 Penalty: 3218.308105
	Iteration 27Q: 3 clusters Score -2028658 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2028698.250000 Penalty: 3218.308105
	Iteration 28Q: 3 clusters Score -2028698 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2028745.000000 Penalty: 3218.308105
	Iteration 29Q: 3 clusters Score -2028745 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2028791.250000 Penalty: 3218.308105
	Iteration 30Q: 3 clusters Score -2028791 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2028835.250000 Penalty: 3218.308105
	Iteration 31Q: 3 clusters Score -2028835 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2028877.375000 Penalty: 3218.308105
	Iteration 32Q: 3 clusters Score -2028877 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2028923.000000 Penalty: 3218.308105
	Iteration 33Q: 3 clusters Score -2028923 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2028980 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2029029 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2029091 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2029154 nChanged 199
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Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2029217 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2029267 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2029314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2029351 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2029402.250000 Penalty: 3218.308105
	Iteration 42Q: 3 clusters Score -2029402 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2029457 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2029520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2029582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2029638 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2029678.000000 Penalty: 3218.308105
	Iteration 47Q: 3 clusters Score -2029678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2029721 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2029748.875000 Penalty: 3218.308105
	Iteration 49Q: 3 clusters Score -2029749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2029776.375000 Penalty: 3218.308105
	Iteration 50Q: 3 clusters Score -2029776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2029799.000000 Penalty: 3218.308105
	Iteration 51Q: 3 clusters Score -2029799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2029827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2029851.375000 Penalty: 3218.308105
	Iteration 53Q: 3 clusters Score -2029851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2029859.500000 Penalty: 3218.308105
	Iteration 54Q: 3 clusters Score -2029860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2029871.375000 Penalty: 3218.308105
	Iteration 55Q: 3 clusters Score -2029871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2029885.750000 Penalty: 3218.308105
	Iteration 56Q: 3 clusters Score -2029886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2029904.875000 Penalty: 3218.308105
	Iteration 57Q: 3 clusters Score -2029905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2029917.750000 Penalty: 3218.308105
	Iteration 58Q: 3 clusters Score -2029918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2029929.375000 Penalty: 3218.308105
	Iteration 59Q: 3 clusters Score -2029929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2029941.250000 Penalty: 3218.308105
	Iteration 60F: 3 clusters Score -2029941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2029948.000000 Penalty: 3218.308105
	Iteration 61Q: 3 clusters Score -2029948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2029952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2029956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2029959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2029971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2029982.250000 Penalty: 3218.308105
	Iteration 66Q: 3 clusters Score -2029982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2029985.250000 Penalty: 3218.308105
	Iteration 67Q: 3 clusters Score -2029985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2029989.000000 Penalty: 3218.308105
	Iteration 68Q: 3 clusters Score -2029989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2029992.875000 Penalty: 3218.308105
	Iteration 69Q: 3 clusters Score -2029993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2029996.250000 Penalty: 3218.308105
	Iteration 70Q: 3 clusters Score -2029996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2029999.125000 Penalty: 3218.308105
	Iteration 71Q: 3 clusters Score -2029999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2030005.125000 Penalty: 3218.308105
	Iteration 72Q: 3 clusters Score -2030005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2030006.250000 Penalty: 3218.308105
	Iteration 73Q: 3 clusters Score -2030006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2030012.000000 Penalty: 3218.308105
	Iteration 74Q: 3 clusters Score -2030012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2030017.375000 Penalty: 3218.308105
	Iteration 75Q: 3 clusters Score -2030017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2030019.250000 Penalty: 3218.308105
	Iteration 76Q: 3 clusters Score -2030019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2030018.250000 Penalty: 3218.308105
	Iteration 77Q: 3 clusters Score -2030018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2030022.000000 Penalty: 3218.308105
	Iteration 78Q: 3 clusters Score -2030022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2030022.000000 Penalty: 3218.308105
	Iteration 79Q: 3 clusters Score -2030022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2030022.125000 Penalty: 3218.308105
	Iteration 80F: 3 clusters Score -2030022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2030022.500000 Penalty: 3218.308105
	Iteration 81Q: 3 clusters Score -2030022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2030023.750000 Penalty: 3218.308105
	Iteration 82Q: 3 clusters Score -2030024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2030023.500000 Penalty: 3218.308105
	Iteration 83Q: 3 clusters Score -2030024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2030027.625000 Penalty: 3218.308105
	Iteration 84Q: 3 clusters Score -2030028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2030028.875000 Penalty: 3218.308105
	Iteration 85Q: 3 clusters Score -2030029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2030029.125000 Penalty: 3218.308105
	Iteration 86Q: 3 clusters Score -2030029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2030031.250000 Penalty: 3218.308105
	Iteration 87Q: 3 clusters Score -2030031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2030033.125000 Penalty: 3218.308105
	Iteration 88Q: 3 clusters Score -2030033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2030033.250000 Penalty: 3218.308105
	Iteration 89Q: 3 clusters Score -2030033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2030038.000000 Penalty: 3218.308105
	Iteration 90Q: 3 clusters Score -2030038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2030039.875000 Penalty: 3218.308105
	Iteration 91Q: 3 clusters Score -2030040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2030042.250000 Penalty: 3218.308105
	Iteration 92Q: 3 clusters Score -2030042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2030047.000000 Penalty: 3218.308105
	Iteration 93Q: 3 clusters Score -2030047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2030050.000000 Penalty: 3218.308105
	Iteration 94Q: 3 clusters Score -2030050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2030055.750000 Penalty: 3218.308105
	Iteration 95Q: 3 clusters Score -2030056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2030062.750000 Penalty: 3218.308105
	Iteration 96Q: 3 clusters Score -2030063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2030065.875000 Penalty: 3218.308105
	Iteration 97Q: 3 clusters Score -2030066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2030069.000000 Penalty: 3218.308105
	Iteration 98Q: 3 clusters Score -2030069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2030070.125000 Penalty: 3218.308105
	Iteration 99Q: 3 clusters Score -2030070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2030072.375000 Penalty: 3218.308105
	Iteration 100F: 3 clusters Score -2030072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2030073.625000 Penalty: 3218.308105
	Iteration 101Q: 3 clusters Score -2030074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2030076.250000 Penalty: 3218.308105
	Iteration 102Q: 3 clusters Score -2030076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2030079.250000 Penalty: 3218.308105
	Iteration 103Q: 3 clusters Score -2030079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2030081.875000 Penalty: 3218.308105
	Iteration 104Q: 3 clusters Score -2030082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2030081.000000 Penalty: 3218.308105
	Iteration 105Q: 3 clusters Score -2030081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2030084.625000 Penalty: 3218.308105
	Iteration 106Q: 3 clusters Score -2030085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2030086.000000 Penalty: 3218.308105
	Iteration 107Q: 3 clusters Score -2030086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2030087.125000 Penalty: 3218.308105
	Iteration 108Q: 3 clusters Score -2030087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2030088.250000 Penalty: 3218.308105
	Iteration 109Q: 3 clusters Score -2030088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2030089.125000 Penalty: 3218.308105
	Iteration 110Q: 3 clusters Score -2030089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2030090.125000 Penalty: 3218.308105
	Iteration 111Q: 3 clusters Score -2030090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2030091.500000 Penalty: 3218.308105
	Iteration 112Q: 3 clusters Score -2030092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2030090.875000 Penalty: 3218.308105
	Iteration 113Q: 3 clusters Score -2030091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2030093.250000 Penalty: 3218.308105
	Iteration 114Q: 3 clusters Score -2030093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2030093.750000 Penalty: 3218.308105
	Iteration 115Q: 3 clusters Score -2030094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2030093.625000 Penalty: 3218.308105
	Iteration 116Q: 3 clusters Score -2030094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2030093.625000 Penalty: 3218.308105
	Iteration 117F: 3 clusters Score -2030094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -136495.640625 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -136495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134804.171875 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -134804.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -135196.312500 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -135196.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135309.765625 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -135309.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -135357.375000 Penalty: 2366.002686
	Iteration 3Q: 3 clusters Score -135357.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135398.390625 Penalty: 2366.002686
	Iteration 4Q: 3 clusters Score -135398.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135418.343750 Penalty: 2366.002686
	Iteration 5Q: 3 clusters Score -135418.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -135431.718750 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -135431.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135446.812500 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -135446.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -135459.390625 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -135459.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -135466.359375 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -135466.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135474.593750 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -135474.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -135482.609375 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -135482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -135490.031250 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -135490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -135493.562500 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -135493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -135496.671875 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -135496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -135498.328125 Penalty: 2366.002686
	Iteration 15Q: 3 clusters Score -135498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -135499.828125 Penalty: 2366.002686
	Iteration 16Q: 3 clusters Score -135499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -135503.671875 Penalty: 2366.002686
	Iteration 17Q: 3 clusters Score -135503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -135506.734375 Penalty: 2366.002686
	Iteration 18Q: 3 clusters Score -135506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -135510.500000 Penalty: 2366.002686
	Iteration 19Q: 3 clusters Score -135510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -135513.984375 Penalty: 2366.002686
	Iteration 20F: 3 clusters Score -135514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -135516.578125 Penalty: 2366.002686
	Iteration 21Q: 3 clusters Score -135516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -135518.984375 Penalty: 2366.002686
	Iteration 22Q: 3 clusters Score -135519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -135521.656250 Penalty: 2366.002686
	Iteration 23Q: 3 clusters Score -135521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -135524.968750 Penalty: 2366.002686
	Iteration 24Q: 3 clusters Score -135525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -135528.515625 Penalty: 2366.002686
	Iteration 25Q: 3 clusters Score -135528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -135530.828125 Penalty: 2366.002686
	Iteration 26Q: 3 clusters Score -135530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -135531.625000 Penalty: 2366.002686
	Iteration 27Q: 3 clusters Score -135531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -135531.625000 Penalty: 2366.002686
	Iteration 28F: 3 clusters Score -135531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Entering Unmasked Estep 
Score: -721299.500000 Penalty: 1449.628296
	Iteration 0F: 2 clusters Score -721299.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -715772.687500 Penalty: 2899.256592
	Iteration 0F: 3 clusters Score -715772.7 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -717543.875000 Penalty: 2899.256592
	Iteration 1F: 3 clusters Score -717543.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -717874.687500 Penalty: 2899.256592
	Iteration 2F: 3 clusters Score -717874.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -718227.375000 Penalty: 2899.256592
	Iteration 3F: 3 clusters Score -718227.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -718580.062500 Penalty: 2899.256592
	Iteration 4F: 3 clusters Score -718580.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -718933.000000 Penalty: 2899.256592
	Iteration 5F: 3 clusters Score -718933 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -719207.625000 Penalty: 2899.256592
	Iteration 6F: 3 clusters Score -719207.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -719411.562500 Penalty: 2899.256592
	Iteration 7Q: 3 clusters Score -719411.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -719553.812500 Penalty: 2899.256592
	Iteration 8Q: 3 clusters Score -719553.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -719640.125000 Penalty: 2899.256592
	Iteration 9Q: 3 clusters Score -719640.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -719701.562500 Penalty: 2899.256592
	Iteration 10Q: 3 clusters Score -719701.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -719743.937500 Penalty: 2899.256592
	Iteration 11Q: 3 clusters Score -719743.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -719774.062500 Penalty: 2899.256592
	Iteration 12Q: 3 clusters Score -719774.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -719804.625000 Penalty: 2899.256592
	Iteration 13Q: 3 clusters Score -719804.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -719835.250000 Penalty: 2899.256592
	Iteration 14Q: 3 clusters Score -719835.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -719860.500000 Penalty: 2899.256592
	Iteration 15Q: 3 clusters Score -719860.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -719877.375000 Penalty: 2899.256592
	Iteration 16Q: 3 clusters Score -719877.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -719893.312500 Penalty: 2899.256592
	Iteration 17Q: 3 clusters Score -719893.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -719907.875000 Penalty: 2899.256592
	Iteration 18Q: 3 clusters Score -719907.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -719917.250000 Penalty: 2899.256592
	Iteration 19Q: 3 clusters Score -719917.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -719927.875000 Penalty: 2899.256592
	Iteration 20F: 3 clusters Score -719927.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -719937.562500 Penalty: 2899.256592
	Iteration 21Q: 3 clusters Score -719937.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -719940.187500 Penalty: 2899.256592
	Iteration 22Q: 3 clusters Score -719940.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -719943.562500 Penalty: 2899.256592
	Iteration 23Q: 3 clusters Score -719943.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -719949.062500 Penalty: 2899.256592
	Iteration 24Q: 3 clusters Score -719949.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -719952.062500 Penalty: 2899.256592
	Iteration 25Q: 3 clusters Score -719952.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -719955.250000 Penalty: 2899.256592
	Iteration 26Q: 3 clusters Score -719955.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -719958.250000 Penalty: 2899.256592
	Iteration 27Q: 3 clusters Score -719958.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -719962.937500 Penalty: 2899.256592
	Iteration 28Q: 3 clusters Score -719962.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -719962.937500 Penalty: 2899.256592
	Iteration 29Q: 3 clusters Score -719962.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -719963.312500 Penalty: 2899.256592
	Iteration 30Q: 3 clusters Score -719963.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -719965.125000 Penalty: 2899.256592
	Iteration 31Q: 3 clusters Score -719965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -719967.000000 Penalty: 2899.256592
	Iteration 32Q: 3 clusters Score -719967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -719968.750000 Penalty: 2899.256592
	Iteration 33Q: 3 clusters Score -719968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -719969.187500 Penalty: 2899.256592
	Iteration 34Q: 3 clusters Score -719969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -719970.375000 Penalty: 2899.256592
	Iteration 35Q: 3 clusters Score -719970.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -719970.250000 Penalty: 2899.256592
	Iteration 36Q: 3 clusters Score -719970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -719975.000000 Penalty: 2899.256592
	Iteration 37Q: 3 clusters Score -719975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -719974.937500 Penalty: 2899.256592
	Iteration 38Q: 3 clusters Score -719974.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -719977.687500 Penalty: 2899.256592
	Iteration 39Q: 3 clusters Score -719977.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -719979.750000 Penalty: 2899.256592
	Iteration 40F: 3 clusters Score -719979.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -719981.375000 Penalty: 2899.256592
	Iteration 41Q: 3 clusters Score -719981.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -719987.687500 Penalty: 2899.256592
	Iteration 42Q: 3 clusters Score -719987.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -719988.750000 Penalty: 2899.256592
	Iteration 43Q: 3 clusters Score -719988.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -719992.687500 Penalty: 2899.256592
	Iteration 44Q: 3 clusters Score -719992.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -719993.250000 Penalty: 2899.256592
	Iteration 45Q: 3 clusters Score -719993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -719995.187500 Penalty: 2899.256592
	Iteration 46Q: 3 clusters Score -719995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -719994.812500 Penalty: 2899.256592
	Iteration 47Q: 3 clusters Score -719994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -719995.750000 Penalty: 2899.256592
	Iteration 48Q: 3 clusters Score -719995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -719996.625000 Penalty: 2899.256592
	Iteration 49Q: 3 clusters Score -719996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -719996.250000 Penalty: 2899.256592
	Iteration 50Q: 3 clusters Score -719996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -719997.187500 Penalty: 2899.256592
	Iteration 51Q: 3 clusters Score -719997.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -720000.250000 Penalty: 2899.256592
	Iteration 52Q: 3 clusters Score -720000.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -720004.062500 Penalty: 2899.256592
	Iteration 53Q: 3 clusters Score -720004.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -720005.000000 Penalty: 2899.256592
	Iteration 54Q: 3 clusters Score -720005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -720006.375000 Penalty: 2899.256592
	Iteration 55Q: 3 clusters Score -720006.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -720008.250000 Penalty: 2899.256592
	Iteration 56Q: 3 clusters Score -720008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -720010.312500 Penalty: 2899.256592
	Iteration 57Q: 3 clusters Score -720010.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -720012.000000 Penalty: 2899.256592
	Iteration 58Q: 3 clusters Score -720012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -720014.125000 Penalty: 2899.256592
	Iteration 59Q: 3 clusters Score -720014.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -720019.000000 Penalty: 2899.256592
	Iteration 60F: 3 clusters Score -720019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -720021.875000 Penalty: 2899.256592
	Iteration 61Q: 3 clusters Score -720021.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -720025.875000 Penalty: 2899.256592
	Iteration 62Q: 3 clusters Score -720025.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -720030.687500 Penalty: 2899.256592
	Iteration 63Q: 3 clusters Score -720030.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -720033.187500 Penalty: 2899.256592
	Iteration 64Q: 3 clusters Score -720033.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -720038.000000 Penalty: 2899.256592
	Iteration 65Q: 3 clusters Score -720038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -720041.437500 Penalty: 2899.256592
	Iteration 66Q: 3 clusters Score -720041.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -720044.375000 Penalty: 2899.256592
	Iteration 67Q: 3 clusters Score -720044.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -720052.375000 Penalty: 2899.256592
	Iteration 68Q: 3 clusters Score -720052.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -720055.187500 Penalty: 2899.256592
	Iteration 69Q: 3 clusters Score -720055.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -720061.000000 Penalty: 2899.256592
	Iteration 70Q: 3 clusters Score -720061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -720065.875000 Penalty: 2899.256592
	Iteration 71Q: 3 clusters Score -720065.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -720073.000000 Penalty: 2899.256592
	Iteration 72Q: 3 clusters Score -720073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -720077.250000 Penalty: 2899.256592
	Iteration 73Q: 3 clusters Score -720077.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -720080.000000 Penalty: 2899.256592
	Iteration 74Q: 3 clusters Score -720080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -720085.625000 Penalty: 2899.256592
	Iteration 75Q: 3 clusters Score -720085.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -720092.625000 Penalty: 2899.256592
	Iteration 76Q: 3 clusters Score -720092.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -720102.312500 Penalty: 2899.256592
	Iteration 77Q: 3 clusters Score -720102.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -720112.625000 Penalty: 2899.256592
	Iteration 78Q: 3 clusters Score -720112.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -720121.812500 Penalty: 2899.256592
	Iteration 79Q: 3 clusters Score -720121.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -720134.187500 Penalty: 2899.256592
	Iteration 80F: 3 clusters Score -720134.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -720146.000000 Penalty: 2899.256592
	Iteration 81Q: 3 clusters Score -720146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -720153.125000 Penalty: 2899.256592
	Iteration 82Q: 3 clusters Score -720153.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -720167.812500 Penalty: 2899.256592
	Iteration 83Q: 3 clusters Score -720167.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -720177.375000 Penalty: 2899.256592
	Iteration 84Q: 3 clusters Score -720177.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -720181.187500 Penalty: 2899.256592
	Iteration 85Q: 3 clusters Score -720181.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -720186.375000 Penalty: 2899.256592
	Iteration 86Q: 3 clusters Score -720186.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -720192.312500 Penalty: 2899.256592
	Iteration 87Q: 3 clusters Score -720192.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -720196.625000 Penalty: 2899.256592
	Iteration 88Q: 3 clusters Score -720196.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -720207.812500 Penalty: 2899.256592
	Iteration 89Q: 3 clusters Score -720207.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -720215.437500 Penalty: 2899.256592
	Iteration 90Q: 3 clusters Score -720215.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -720219.375000 Penalty: 2899.256592
	Iteration 91Q: 3 clusters Score -720219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -720224.312500 Penalty: 2899.256592
	Iteration 92Q: 3 clusters Score -720224.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -720230.500000 Penalty: 2899.256592
	Iteration 93Q: 3 clusters Score -720230.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -720235.562500 Penalty: 2899.256592
	Iteration 94Q: 3 clusters Score -720235.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -720239.250000 Penalty: 2899.256592
	Iteration 95Q: 3 clusters Score -720239.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -720245.375000 Penalty: 2899.256592
	Iteration 96Q: 3 clusters Score -720245.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -720254.062500 Penalty: 2899.256592
	Iteration 97Q: 3 clusters Score -720254.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -720263.250000 Penalty: 2899.256592
	Iteration 98Q: 3 clusters Score -720263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -720267.437500 Penalty: 2899.256592
	Iteration 99Q: 3 clusters Score -720267.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -720273.812500 Penalty: 2899.256592
	Iteration 100F: 3 clusters Score -720273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -720278.375000 Penalty: 2899.256592
	Iteration 101Q: 3 clusters Score -720278.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -720281.687500 Penalty: 2899.256592
	Iteration 102Q: 3 clusters Score -720281.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -720284.375000 Penalty: 2899.256592
	Iteration 103Q: 3 clusters Score -720284.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -720287.687500 Penalty: 2899.256592
	Iteration 104Q: 3 clusters Score -720287.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -720290.687500 Penalty: 2899.256592
	Iteration 105Q: 3 clusters Score -720290.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -720295.187500 Penalty: 2899.256592
	Iteration 106Q: 3 clusters Score -720295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -720298.437500 Penalty: 2899.256592
	Iteration 107Q: 3 clusters Score -720298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -720299.250000 Penalty: 2899.256592
	Iteration 108Q: 3 clusters Score -720299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -720301.937500 Penalty: 2899.256592
	Iteration 109Q: 3 clusters Score -720301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -720304.187500 Penalty: 2899.256592
	Iteration 110Q: 3 clusters Score -720304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -720303.750000 Penalty: 2899.256592
	Iteration 111Q: 3 clusters Score -720303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -720304.625000 Penalty: 2899.256592
	Iteration 112Q: 3 clusters Score -720304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -720304.625000 Penalty: 2899.256592
	Iteration 113F: 3 clusters Score -720304.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Entering Unmasked Estep 
Score: -1413120.000000 Penalty: 1555.934814
	Iteration 0F: 2 clusters Score -1413120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1403167.750000 Penalty: 3111.869629
	Iteration 0F: 3 clusters Score -1403168 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1406480.750000 Penalty: 3111.869629
	Iteration 1F: 3 clusters Score -1406481 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1406709.750000 Penalty: 3111.869629
	Iteration 2Q: 3 clusters Score -1406710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1406899.250000 Penalty: 3111.869629
	Iteration 3Q: 3 clusters Score -1406899 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1407066.375000 Penalty: 3111.869629
	Iteration 4Q: 3 clusters Score -1407066 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1407215.500000 Penalty: 3111.869629
	Iteration 5Q: 3 clusters Score -1407216 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1407354.250000 Penalty: 3111.869629
	Iteration 6Q: 3 clusters Score -1407354 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1407497.875000 Penalty: 3111.869629
	Iteration 7Q: 3 clusters Score -1407498 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1407619.250000 Penalty: 3111.869629
	Iteration 8Q: 3 clusters Score -1407619 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1407728.375000 Penalty: 3111.869629
	Iteration 9Q: 3 clusters Score -1407728 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1407867.375000 Penalty: 3111.869629
	Iteration 10Q: 3 clusters Score -1407867 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1408034.875000 Penalty: 3111.869629
	Iteration 11Q: 3 clusters Score -1408035 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1408241.250000 Penalty: 3111.869629
	Iteration 12Q: 3 clusters Score -1408241 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1408471.500000 Penalty: 3111.869629
	Iteration 13Q: 3 clusters Score -1408472 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1408740.250000 Penalty: 3111.869629
	Iteration 14Q: 3 clusters Score -1408740 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1409019.375000 Penalty: 3111.869629
	Iteration 15Q: 3 clusters Score -1409019 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1409303.375000 Penalty: 3111.869629
	Iteration 16Q: 3 clusters Score -1409303 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1409589.625000 Penalty: 3111.869629
	Iteration 17Q: 3 clusters Score -1409590 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1409834.000000 Penalty: 3111.869629
	Iteration 18Q: 3 clusters Score -1409834 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1409976.375000 Penalty: 3111.869629
	Iteration 19Q: 3 clusters Score -1409976 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1410077.375000 Penalty: 3111.869629
	Iteration 20F: 3 clusters Score -1410077 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1410142.750000 Penalty: 3111.869629
	Iteration 21Q: 3 clusters Score -1410143 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1410186.375000 Penalty: 3111.869629
	Iteration 22Q: 3 clusters Score -1410186 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1410222.250000 Penalty: 3111.869629
	Iteration 23Q: 3 clusters Score -1410222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1410261.875000 Penalty: 3111.869629
	Iteration 24Q: 3 clusters Score -1410262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1410287.500000 Penalty: 3111.869629
	Iteration 25Q: 3 clusters Score -1410288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1410308.375000 Penalty: 3111.869629
	Iteration 26Q: 3 clusters Score -1410308 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1410343.000000 Penalty: 3111.869629
	Iteration 27Q: 3 clusters Score -1410343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1410367.875000 Penalty: 3111.869629
	Iteration 28Q: 3 clusters Score -1410368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1410402.375000 Penalty: 3111.869629
	Iteration 29Q: 3 clusters Score -1410402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1410438.500000 Penalty: 3111.869629
	Iteration 30Q: 3 clusters Score -1410438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1410479.500000 Penalty: 3111.869629
	Iteration 31Q: 3 clusters Score -1410480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1410516.250000 Penalty: 3111.869629
	Iteration 32Q: 3 clusters Score -1410516 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1410558.750000 Penalty: 3111.869629
	Iteration 33Q: 3 clusters Score -1410559 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1410592.625000 Penalty: 3111.869629
	Iteration 34Q: 3 clusters Score -1410593 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1410637.875000 Penalty: 3111.869629
	Iteration 35Q: 3 clusters Score -1410638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1410686.125000 Penalty: 3111.869629
	Iteration 36Q: 3 clusters Score -1410686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1410740.000000 Penalty: 3111.869629
	Iteration 37Q: 3 clusters Score -1410740 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1410800.875000 Penalty: 3111.869629
	Iteration 38Q: 3 clusters Score -1410801 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1410858.250000 Penalty: 3111.869629
	Iteration 39Q: 3 clusters Score -1410858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1410915.250000 Penalty: 3111.869629
	Iteration 40F: 3 clusters Score -1410915 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1410975.875000 Penalty: 3111.869629
	Iteration 41Q: 3 clusters Score -1410976 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1411023.750000 Penalty: 3111.869629
	Iteration 42Q: 3 clusters Score -1411024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1411069.125000 Penalty: 3111.869629
	Iteration 43Q: 3 clusters Score -1411069 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1411125.375000 Penalty: 3111.869629
	Iteration 44Q: 3 clusters Score -1411125 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1411187.250000 Penalty: 3111.869629
	Iteration 45Q: 3 clusters Score -1411187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1411267.375000 Penalty: 3111.869629
	Iteration 46Q: 3 clusters Score -1411267 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1411343.000000 Penalty: 3111.869629
	Iteration 47Q: 3 clusters Score -1411343 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1411415.250000 Penalty: 3111.869629
	Iteration 48Q: 3 clusters Score -1411415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1411477.125000 Penalty: 3111.869629
	Iteration 49Q: 3 clusters Score -1411477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1411546.250000 Penalty: 3111.869629
	Iteration 50Q: 3 clusters Score -1411546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1411612.125000 Penalty: 3111.869629
	Iteration 51Q: 3 clusters Score -1411612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1411684.875000 Penalty: 3111.869629
	Iteration 52Q: 3 clusters Score -1411685 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1411733.875000 Penalty: 3111.869629
	Iteration 53Q: 3 clusters Score -1411734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1411773.750000 Penalty: 3111.869629
	Iteration 54Q: 3 clusters Score -1411774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1411805.875000 Penalty: 3111.869629
	Iteration 55Q: 3 clusters Score -1411806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1411836.250000 Penalty: 3111.869629
	Iteration 56Q: 3 clusters Score -1411836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1411859.750000 Penalty: 3111.869629
	Iteration 57Q: 3 clusters Score -1411860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1411874.500000 Penalty: 3111.869629
	Iteration 58Q: 3 clusters Score -1411874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1411884.500000 Penalty: 3111.869629
	Iteration 59Q: 3 clusters Score -1411884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1411895.250000 Penalty: 3111.869629
	Iteration 60F: 3 clusters Score -1411895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1411899.125000 Penalty: 3111.869629
	Iteration 61Q: 3 clusters Score -1411899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1411901.875000 Penalty: 3111.869629
	Iteration 62Q: 3 clusters Score -1411902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1411903.375000 Penalty: 3111.869629
	Iteration 63Q: 3 clusters Score -1411903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1411906.375000 Penalty: 3111.869629
	Iteration 64Q: 3 clusters Score -1411906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1411911.000000 Penalty: 3111.869629
	Iteration 65Q: 3 clusters Score -1411911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1411913.125000 Penalty: 3111.869629
	Iteration 66Q: 3 clusters Score -1411913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1411914.375000 Penalty: 3111.869629
	Iteration 67Q: 3 clusters Score -1411914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1411919.125000 Penalty: 3111.869629
	Iteration 68Q: 3 clusters Score -1411919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1411922.625000 Penalty: 3111.869629
	Iteration 69Q: 3 clusters Score -1411923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1411926.375000 Penalty: 3111.869629
	Iteration 70Q: 3 clusters Score -1411926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1411930.625000 Penalty: 3111.869629
	Iteration 71Q: 3 clusters Score -1411931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1411930.500000 Penalty: 3111.869629
	Iteration 72Q: 3 clusters Score -1411930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1411930.500000 Penalty: 3111.869629
	Iteration 73Q: 3 clusters Score -1411930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1411931.125000 Penalty: 3111.869629
	Iteration 74Q: 3 clusters Score -1411931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1411931.750000 Penalty: 3111.869629
	Iteration 75Q: 3 clusters Score -1411932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1411935.000000 Penalty: 3111.869629
	Iteration 76Q: 3 clusters Score -1411935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1411938.500000 Penalty: 3111.869629
	Iteration 77Q: 3 clusters Score -1411938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1411939.000000 Penalty: 3111.869629
	Iteration 78Q: 3 clusters Score -1411939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1411945.375000 Penalty: 3111.869629
	Iteration 79Q: 3 clusters Score -1411945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1411947.250000 Penalty: 3111.869629
	Iteration 80F: 3 clusters Score -1411947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1411947.125000 Penalty: 3111.869629
	Iteration 81Q: 3 clusters Score -1411947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1411950.125000 Penalty: 3111.869629
	Iteration 82Q: 3 clusters Score -1411950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1411950.125000 Penalty: 3111.869629
	Iteration 83Q: 3 clusters Score -1411950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1411949.500000 Penalty: 3111.869629
	Iteration 84Q: 3 clusters Score -1411950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1411950.375000 Penalty: 3111.869629
	Iteration 85Q: 3 clusters Score -1411950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1411949.750000 Penalty: 3111.869629
	Iteration 86Q: 3 clusters Score -1411950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1411949.750000 Penalty: 3111.869629
	Iteration 87F: 3 clusters Score -1411950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Entering Unmasked Estep 
Score: -4299817.500000 Penalty: 1734.338867
	Iteration 0F: 2 clusters Score -4299818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4270902.500000 Penalty: 3468.677734
	Iteration 0F: 3 clusters Score -4270902 nChanged 20102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4282260.500000 Penalty: 3468.677734
	Iteration 1F: 3 clusters Score -4282260 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4282664.000000 Penalty: 3468.677734
	Iteration 2Q: 3 clusters Score -4282664 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4283032.000000 Penalty: 3468.677734
	Iteration 3Q: 3 clusters Score -4283032 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4283415.000000 Penalty: 3468.677734
	Iteration 4Q: 3 clusters Score -4283415 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4283807.500000 Penalty: 3468.677734
	Iteration 5Q: 3 clusters Score -4283808 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4284302.000000 Penalty: 3468.677734
	Iteration 6Q: 3 clusters Score -4284302 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -4284957.000000 Penalty: 3468.677734
	Iteration 7Q: 3 clusters Score -4284957 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4285941.000000 Penalty: 3468.677734
	Iteration 8Q: 3 clusters Score -4285941 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4287363.000000 Penalty: 3468.677734
	Iteration 9F: 3 clusters Score -4287363 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4289288.500000 Penalty: 3468.677734
	Iteration 10F: 3 clusters Score -4289288 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4291185.000000 Penalty: 3468.677734
	Iteration 11F: 3 clusters Score -4291185 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4292701.500000 Penalty: 3468.677734
	Iteration 12Q: 3 clusters Score -4292702 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4293849.500000 Penalty: 3468.677734
	Iteration 13Q: 3 clusters Score -4293850 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4294614.000000 Penalty: 3468.677734
	Iteration 14Q: 3 clusters Score -4294614 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -4295211.000000 Penalty: 3468.677734
	Iteration 15Q: 3 clusters Score -4295211 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4295689.000000 Penalty: 3468.677734
	Iteration 16Q: 3 clusters Score -4295689 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4296143.500000 Penalty: 3468.677734
	Iteration 17Q: 3 clusters Score -4296144 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -4296533.000000 Penalty: 3468.677734
	Iteration 18Q: 3 clusters Score -4296533 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -4296907.000000 Penalty: 3468.677734
	Iteration 19Q: 3 clusters Score -4296907 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -4297214.000000 Penalty: 3468.677734
	Iteration 20F: 3 clusters Score -4297214 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -4297467.000000 Penalty: 3468.677734
	Iteration 21Q: 3 clusters Score -4297467 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -4297660.500000 Penalty: 3468.677734
	Iteration 22Q: 3 clusters Score -4297660 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -4297829.500000 Penalty: 3468.677734
	Iteration 23Q: 3 clusters Score -4297830 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -4297960.000000 Penalty: 3468.677734
	Iteration 24Q: 3 clusters Score -4297960 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -4298046.500000 Penalty: 3468.677734
	Iteration 25Q: 3 clusters Score -4298046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -4298103.000000 Penalty: 3468.677734
	Iteration 26Q: 3 clusters Score -4298103 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4298166.000000 Penalty: 3468.677734
	Iteration 27Q: 3 clusters Score -4298166 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4298212.000000 Penalty: 3468.677734
	Iteration 28Q: 3 clusters Score -4298212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -4298249.500000 Penalty: 3468.677734
	Iteration 29Q: 3 clusters Score -4298250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -4298290.500000 Penalty: 3468.677734
	Iteration 30Q: 3 clusters Score -4298290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -4298317.000000 Penalty: 3468.677734
	Iteration 31Q: 3 clusters Score -4298317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -4298340.000000 Penalty: 3468.677734
	Iteration 32Q: 3 clusters Score -4298340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -4298364.000000 Penalty: 3468.677734
	Iteration 33Q: 3 clusters Score -4298364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -4298374.500000 Penalty: 3468.677734
	Iteration 34Q: 3 clusters Score -4298374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -4298380.500000 Penalty: 3468.677734
	Iteration 35Q: 3 clusters Score -4298380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -4298390.500000 Penalty: 3468.677734
	Iteration 36Q: 3 clusters Score -4298390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -4298395.000000 Penalty: 3468.677734
	Iteration 37Q: 3 clusters Score -4298395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -4298410.500000 Penalty: 3468.677734
	Iteration 38Q: 3 clusters Score -4298410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -4298423.500000 Penalty: 3468.677734
	Iteration 39Q: 3 clusters Score -4298424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -4298431.500000 Penalty: 3468.677734
	Iteration 40F: 3 clusters Score -4298432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -4298432.000000 Penalty: 3468.677734
	Iteration 41Q: 3 clusters Score -4298432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -4298439.000000 Penalty: 3468.677734
	Iteration 42Q: 3 clusters Score -4298439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -4298444.000000 Penalty: 3468.677734
	Iteration 43Q: 3 clusters Score -4298444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -4298450.000000 Penalty: 3468.677734
	Iteration 44Q: 3 clusters Score -4298450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -4298455.500000 Penalty: 3468.677734
	Iteration 45Q: 3 clusters Score -4298456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -4298460.500000 Penalty: 3468.677734
	Iteration 46Q: 3 clusters Score -4298460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -4298459.500000 Penalty: 3468.677734
	Iteration 47Q: 3 clusters Score -4298460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -4298460.000000 Penalty: 3468.677734
	Iteration 48Q: 3 clusters Score -4298460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -4298463.500000 Penalty: 3468.677734
	Iteration 49Q: 3 clusters Score -4298464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -4298464.500000 Penalty: 3468.677734
	Iteration 50Q: 3 clusters Score -4298464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -4298467.000000 Penalty: 3468.677734
	Iteration 51Q: 3 clusters Score -4298467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -4298468.000000 Penalty: 3468.677734
	Iteration 52Q: 3 clusters Score -4298468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -4298469.500000 Penalty: 3468.677734
	Iteration 53Q: 3 clusters Score -4298470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -4298474.000000 Penalty: 3468.677734
	Iteration 54Q: 3 clusters Score -4298474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -4298478.000000 Penalty: 3468.677734
	Iteration 55Q: 3 clusters Score -4298478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4298475.000000 Penalty: 3468.677734
	Iteration 56Q: 3 clusters Score -4298475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -4298474.500000 Penalty: 3468.677734
	Iteration 57Q: 3 clusters Score -4298474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4298476.000000 Penalty: 3468.677734
	Iteration 58Q: 3 clusters Score -4298476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4298476.000000 Penalty: 3468.677734
	Iteration 59F: 3 clusters Score -4298476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -620643.875000 Penalty: 1427.774292
	Iteration 0F: 2 clusters Score -620643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -615700.375000 Penalty: 2855.548584
	Iteration 0F: 3 clusters Score -615700.4 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -617142.000000 Penalty: 2855.548584
	Iteration 1F: 3 clusters Score -617142 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -617425.437500 Penalty: 2855.548584
	Iteration 2F: 3 clusters Score -617425.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -617782.687500 Penalty: 2855.548584
	Iteration 3F: 3 clusters Score -617782.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -618213.312500 Penalty: 2855.548584
	Iteration 4F: 3 clusters Score -618213.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -618718.937500 Penalty: 2855.548584
	Iteration 5F: 3 clusters Score -618718.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -619131.187500 Penalty: 2855.548584
	Iteration 6F: 3 clusters Score -619131.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -619417.625000 Penalty: 2855.548584
	Iteration 7F: 3 clusters Score -619417.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -619639.250000 Penalty: 2855.548584
	Iteration 8Q: 3 clusters Score -619639.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -619791.062500 Penalty: 2855.548584
	Iteration 9Q: 3 clusters Score -619791.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -619897.250000 Penalty: 2855.548584
	Iteration 10Q: 3 clusters Score -619897.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -620009.375000 Penalty: 2855.548584
	Iteration 11Q: 3 clusters Score -620009.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -620151.125000 Penalty: 2855.548584
	Iteration 12Q: 3 clusters Score -620151.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -620303.875000 Penalty: 2855.548584
	Iteration 13Q: 3 clusters Score -620303.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -620434.000000 Penalty: 2855.548584
	Iteration 14Q: 3 clusters Score -620434 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -620515.437500 Penalty: 2855.548584
	Iteration 15Q: 3 clusters Score -620515.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -620564.187500 Penalty: 2855.548584
	Iteration 16Q: 3 clusters Score -620564.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -620586.812500 Penalty: 2855.548584
	Iteration 17Q: 3 clusters Score -620586.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -620599.312500 Penalty: 2855.548584
	Iteration 18Q: 3 clusters Score -620599.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -620608.750000 Penalty: 2855.548584
	Iteration 19Q: 3 clusters Score -620608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -620612.062500 Penalty: 2855.548584
	Iteration 20F: 3 clusters Score -620612.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -620613.750000 Penalty: 2855.548584
	Iteration 21Q: 3 clusters Score -620613.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -620615.500000 Penalty: 2855.548584
	Iteration 22Q: 3 clusters Score -620615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -620616.062500 Penalty: 2855.548584
	Iteration 23Q: 3 clusters Score -620616.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -620615.875000 Penalty: 2855.548584
	Iteration 24Q: 3 clusters Score -620615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -620617.312500 Penalty: 2855.548584
	Iteration 25Q: 3 clusters Score -620617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -620618.437500 Penalty: 2855.548584
	Iteration 26Q: 3 clusters Score -620618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -620619.250000 Penalty: 2855.548584
	Iteration 27Q: 3 clusters Score -620619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -620619.250000 Penalty: 2855.548584
	Iteration 28F: 3 clusters Score -620619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -100302.835938 Penalty: 1150.777588
	Iteration 0F: 2 clusters Score -100302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -98767.203125 Penalty: 2301.555176
	Iteration 0F: 3 clusters Score -98767.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -99102.054688 Penalty: 2301.555176
	Iteration 1F: 3 clusters Score -99102.05 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99259.289062 Penalty: 2301.555176
	Iteration 2F: 3 clusters Score -99259.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99348.523438 Penalty: 2301.555176
	Iteration 3F: 3 clusters Score -99348.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99399.015625 Penalty: 2301.555176
	Iteration 4Q: 3 clusters Score -99399.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99435.562500 Penalty: 2301.555176
	Iteration 5Q: 3 clusters Score -99435.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99463.445312 Penalty: 2301.555176
	Iteration 6Q: 3 clusters Score -99463.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99474.890625 Penalty: 2301.555176
	Iteration 7Q: 3 clusters Score -99474.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99486.671875 Penalty: 2301.555176
	Iteration 8Q: 3 clusters Score -99486.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99495.382812 Penalty: 2301.555176
	Iteration 9Q: 3 clusters Score -99495.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99498.296875 Penalty: 2301.555176
	Iteration 10Q: 3 clusters Score -99498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99499.617188 Penalty: 2301.555176
	Iteration 11Q: 3 clusters Score -99499.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99499.835938 Penalty: 2301.555176
	Iteration 12Q: 3 clusters Score -99499.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99499.835938 Penalty: 2301.555176
	Iteration 13F: 3 clusters Score -99499.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Entering Unmasked Estep 
Score: -455224.156250 Penalty: 1383.229248
	Iteration 0F: 2 clusters Score -455224.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -451261.218750 Penalty: 2766.458496
	Iteration 0F: 3 clusters Score -451261.2 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -452385.031250 Penalty: 2766.458496
	Iteration 1F: 3 clusters Score -452385 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -452586.093750 Penalty: 2766.458496
	Iteration 2F: 3 clusters Score -452586.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -452790.843750 Penalty: 2766.458496
	Iteration 3F: 3 clusters Score -452790.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -452979.250000 Penalty: 2766.458496
	Iteration 4F: 3 clusters Score -452979.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -453148.000000 Penalty: 2766.458496
	Iteration 5Q: 3 clusters Score -453148 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -453332.187500 Penalty: 2766.458496
	Iteration 6Q: 3 clusters Score -453332.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -453524.406250 Penalty: 2766.458496
	Iteration 7Q: 3 clusters Score -453524.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -453691.062500 Penalty: 2766.458496
	Iteration 8Q: 3 clusters Score -453691.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -453834.156250 Penalty: 2766.458496
	Iteration 9Q: 3 clusters Score -453834.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -453950.781250 Penalty: 2766.458496
	Iteration 10Q: 3 clusters Score -453950.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -454057.468750 Penalty: 2766.458496
	Iteration 11Q: 3 clusters Score -454057.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -454144.125000 Penalty: 2766.458496
	Iteration 12Q: 3 clusters Score -454144.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -454218.531250 Penalty: 2766.458496
	Iteration 13Q: 3 clusters Score -454218.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -454315.156250 Penalty: 2766.458496
	Iteration 14Q: 3 clusters Score -454315.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -454440.687500 Penalty: 2766.458496
	Iteration 15Q: 3 clusters Score -454440.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -454592.625000 Penalty: 2766.458496
	Iteration 16Q: 3 clusters Score -454592.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -454729.843750 Penalty: 2766.458496
	Iteration 17Q: 3 clusters Score -454729.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -454811.437500 Penalty: 2766.458496
	Iteration 18Q: 3 clusters Score -454811.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -454885.656250 Penalty: 2766.458496
	Iteration 19Q: 3 clusters Score -454885.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -454929.406250 Penalty: 2766.458496
	Iteration 20F: 3 clusters Score -454929.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -454966.250000 Penalty: 2766.458496
	Iteration 21Q: 3 clusters Score -454966.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -454993.031250 Penalty: 2766.458496
	Iteration 22Q: 3 clusters Score -454993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -455007.281250 Penalty: 2766.458496
	Iteration 23Q: 3 clusters Score -455007.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -455012.718750 Penalty: 2766.458496
	Iteration 24Q: 3 clusters Score -455012.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -455020.312500 Penalty: 2766.458496
	Iteration 25Q: 3 clusters Score -455020.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -455025.656250 Penalty: 2766.458496
	Iteration 26Q: 3 clusters Score -455025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -455028.937500 Penalty: 2766.458496
	Iteration 27Q: 3 clusters Score -455028.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -455033.968750 Penalty: 2766.458496
	Iteration 28Q: 3 clusters Score -455034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -455036.281250 Penalty: 2766.458496
	Iteration 29Q: 3 clusters Score -455036.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -455043.500000 Penalty: 2766.458496
	Iteration 30Q: 3 clusters Score -455043.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -455051.875000 Penalty: 2766.458496
	Iteration 31Q: 3 clusters Score -455051.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -455060.468750 Penalty: 2766.458496
	Iteration 32Q: 3 clusters Score -455060.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -455070.312500 Penalty: 2766.458496
	Iteration 33Q: 3 clusters Score -455070.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -455079.093750 Penalty: 2766.458496
	Iteration 34Q: 3 clusters Score -455079.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -455088.812500 Penalty: 2766.458496
	Iteration 35Q: 3 clusters Score -455088.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -455097.312500 Penalty: 2766.458496
	Iteration 36Q: 3 clusters Score -455097.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -455103.750000 Penalty: 2766.458496
	Iteration 37Q: 3 clusters Score -455103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -455108.718750 Penalty: 2766.458496
	Iteration 38Q: 3 clusters Score -455108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -455111.437500 Penalty: 2766.458496
	Iteration 39Q: 3 clusters Score -455111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -455113.031250 Penalty: 2766.458496
	Iteration 40F: 3 clusters Score -455113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -455113.906250 Penalty: 2766.458496
	Iteration 41Q: 3 clusters Score -455113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -455114.625000 Penalty: 2766.458496
	Iteration 42Q: 3 clusters Score -455114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -455115.593750 Penalty: 2766.458496
	Iteration 43Q: 3 clusters Score -455115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -455116.375000 Penalty: 2766.458496
	Iteration 44Q: 3 clusters Score -455116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -455117.562500 Penalty: 2766.458496
	Iteration 45Q: 3 clusters Score -455117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -455120.375000 Penalty: 2766.458496
	Iteration 46Q: 3 clusters Score -455120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -455121.562500 Penalty: 2766.458496
	Iteration 47Q: 3 clusters Score -455121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -455123.062500 Penalty: 2766.458496
	Iteration 48Q: 3 clusters Score -455123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -455124.156250 Penalty: 2766.458496
	Iteration 49Q: 3 clusters Score -455124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -455124.937500 Penalty: 2766.458496
	Iteration 50Q: 3 clusters Score -455124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -455125.750000 Penalty: 2766.458496
	Iteration 51Q: 3 clusters Score -455125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -455125.937500 Penalty: 2766.458496
	Iteration 52Q: 3 clusters Score -455125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -455127.062500 Penalty: 2766.458496
	Iteration 53Q: 3 clusters Score -455127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -455127.593750 Penalty: 2766.458496
	Iteration 54Q: 3 clusters Score -455127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -455127.593750 Penalty: 2766.458496
	Iteration 55F: 3 clusters Score -455127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Entering Unmasked Estep 
Score: -2354618.000000 Penalty: 1639.309204
	Iteration 0F: 2 clusters Score -2354618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2338391.750000 Penalty: 3278.618408
	Iteration 0F: 3 clusters Score -2338392 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2344665.500000 Penalty: 3278.618408
	Iteration 1F: 3 clusters Score -2344666 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2345198.750000 Penalty: 3278.618408
	Iteration 2F: 3 clusters Score -2345199 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2345828.750000 Penalty: 3278.618408
	Iteration 3F: 3 clusters Score -2345829 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2346662.250000 Penalty: 3278.618408
	Iteration 4F: 3 clusters Score -2346662 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2347738.250000 Penalty: 3278.618408
	Iteration 5F: 3 clusters Score -2347738 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2349081.250000 Penalty: 3278.618408
	Iteration 6F: 3 clusters Score -2349081 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2350477.250000 Penalty: 3278.618408
	Iteration 7F: 3 clusters Score -2350477 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2351622.750000 Penalty: 3278.618408
	Iteration 8F: 3 clusters Score -2351623 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2352375.000000 Penalty: 3278.618408
	Iteration 9Q: 3 clusters Score -2352375 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2352738.500000 Penalty: 3278.618408
	Iteration 10Q: 3 clusters Score -2352738 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2352924.500000 Penalty: 3278.618408
	Iteration 11Q: 3 clusters Score -2352924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2352997.750000 Penalty: 3278.618408
	Iteration 12Q: 3 clusters Score -2352998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2353042.750000 Penalty: 3278.618408
	Iteration 13Q: 3 clusters Score -2353043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2353080.000000 Penalty: 3278.618408
	Iteration 14Q: 3 clusters Score -2353080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2353114.750000 Penalty: 3278.618408
	Iteration 15Q: 3 clusters Score -2353115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -2353143.750000 Penalty: 3278.618408
	Iteration 16Q: 3 clusters Score -2353144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2353166.750000 Penalty: 3278.618408
	Iteration 17Q: 3 clusters Score -2353167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2353179.750000 Penalty: 3278.618408
	Iteration 18Q: 3 clusters Score -2353180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2353187.500000 Penalty: 3278.618408
	Iteration 19Q: 3 clusters Score -2353188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -2353199.000000 Penalty: 3278.618408
	Iteration 20F: 3 clusters Score -2353199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2353205.750000 Penalty: 3278.618408
	Iteration 21Q: 3 clusters Score -2353206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2353213.750000 Penalty: 3278.618408
	Iteration 22Q: 3 clusters Score -2353214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2353217.000000 Penalty: 3278.618408
	Iteration 23Q: 3 clusters Score -2353217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2353221.750000 Penalty: 3278.618408
	Iteration 24Q: 3 clusters Score -2353222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -2353225.250000 Penalty: 3278.618408
	Iteration 25Q: 3 clusters Score -2353225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -2353226.250000 Penalty: 3278.618408
	Iteration 26Q: 3 clusters Score -2353226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2353228.500000 Penalty: 3278.618408
	Iteration 27Q: 3 clusters Score -2353228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2353228.500000 Penalty: 3278.618408
	Iteration 28F: 3 clusters Score -2353228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -799624.437500 Penalty: 1460.277222
	Iteration 0F: 2 clusters Score -799624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -793703.062500 Penalty: 2920.554443
	Iteration 0F: 3 clusters Score -793703.1 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -795520.562500 Penalty: 2920.554443
	Iteration 1F: 3 clusters Score -795520.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -795717.375000 Penalty: 2920.554443
	Iteration 2F: 3 clusters Score -795717.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -795837.000000 Penalty: 2920.554443
	Iteration 3Q: 3 clusters Score -795837 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -795930.062500 Penalty: 2920.554443
	Iteration 4Q: 3 clusters Score -795930.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -795995.562500 Penalty: 2920.554443
	Iteration 5Q: 3 clusters Score -795995.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -796048.687500 Penalty: 2920.554443
	Iteration 6Q: 3 clusters Score -796048.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -796096.312500 Penalty: 2920.554443
	Iteration 7Q: 3 clusters Score -796096.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -796150.625000 Penalty: 2920.554443
	Iteration 8Q: 3 clusters Score -796150.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -796208.875000 Penalty: 2920.554443
	Iteration 9Q: 3 clusters Score -796208.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -796277.937500 Penalty: 2920.554443
	Iteration 10Q: 3 clusters Score -796277.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -796357.437500 Penalty: 2920.554443
	Iteration 11Q: 3 clusters Score -796357.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -796444.312500 Penalty: 2920.554443
	Iteration 12Q: 3 clusters Score -796444.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -796556.625000 Penalty: 2920.554443
	Iteration 13Q: 3 clusters Score -796556.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -796709.875000 Penalty: 2920.554443
	Iteration 14Q: 3 clusters Score -796709.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -796914.250000 Penalty: 2920.554443
	Iteration 15Q: 3 clusters Score -796914.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -797178.312500 Penalty: 2920.554443
	Iteration 16Q: 3 clusters Score -797178.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -797448.687500 Penalty: 2920.554443
	Iteration 17Q: 3 clusters Score -797448.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -797701.187500 Penalty: 2920.554443
	Iteration 18Q: 3 clusters Score -797701.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -797906.375000 Penalty: 2920.554443
	Iteration 19Q: 3 clusters Score -797906.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -798047.937500 Penalty: 2920.554443
	Iteration 20F: 3 clusters Score -798047.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -798140.250000 Penalty: 2920.554443
	Iteration 21Q: 3 clusters Score -798140.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -798209.250000 Penalty: 2920.554443
	Iteration 22Q: 3 clusters Score -798209.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -798262.187500 Penalty: 2920.554443
	Iteration 23Q: 3 clusters Score -798262.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -798291.750000 Penalty: 2920.554443
	Iteration 24Q: 3 clusters Score -798291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -798303.437500 Penalty: 2920.554443
	Iteration 25Q: 3 clusters Score -798303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -798314.500000 Penalty: 2920.554443
	Iteration 26Q: 3 clusters Score -798314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -798327.125000 Penalty: 2920.554443
	Iteration 27Q: 3 clusters Score -798327.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -798336.062500 Penalty: 2920.554443
	Iteration 28Q: 3 clusters Score -798336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -798341.812500 Penalty: 2920.554443
	Iteration 29Q: 3 clusters Score -798341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -798353.000000 Penalty: 2920.554443
	Iteration 30Q: 3 clusters Score -798353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -798353.875000 Penalty: 2920.554443
	Iteration 31Q: 3 clusters Score -798353.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -798355.375000 Penalty: 2920.554443
	Iteration 32Q: 3 clusters Score -798355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -798355.562500 Penalty: 2920.554443
	Iteration 33Q: 3 clusters Score -798355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -798355.562500 Penalty: 2920.554443
	Iteration 34F: 3 clusters Score -798355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -240177.343750 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -240177.3 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 1183 members 
Entering Unmasked Estep 
Score: -237897.562500 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -237897.6 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -238430.109375 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -238430.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -238596.171875 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -238596.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -238741.031250 Penalty: 2528.326904
	Iteration 3F: 3 clusters Score -238741 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -238871.921875 Penalty: 2528.326904
	Iteration 4F: 3 clusters Score -238871.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -238967.890625 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -238967.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -239024.843750 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -239024.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -239071.421875 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -239071.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -239117.468750 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -239117.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -239154.500000 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -239154.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -239177.906250 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -239177.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -239193.640625 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -239193.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -239206.078125 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -239206.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -239216.828125 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -239216.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -239230.406250 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -239230.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -239237.359375 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -239237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -239240.500000 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -239240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -239240.640625 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -239240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -239242.406250 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -239242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -239243.625000 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -239243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -239245.796875 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -239245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -239246.968750 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -239247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -239247.671875 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -239247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -239247.890625 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -239247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -239247.890625 Penalty: 2528.326904
	Iteration 24F: 3 clusters Score -239247.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Entering Unmasked Estep 
Score: -940311.687500 Penalty: 1504.298950
	Iteration 0F: 2 clusters Score -940311.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -932786.625000 Penalty: 3008.597900
	Iteration 0F: 3 clusters Score -932786.6 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -935300.250000 Penalty: 3008.597900
	Iteration 1F: 3 clusters Score -935300.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -935643.375000 Penalty: 3008.597900
	Iteration 2F: 3 clusters Score -935643.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -935934.750000 Penalty: 3008.597900
	Iteration 3F: 3 clusters Score -935934.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -936217.687500 Penalty: 3008.597900
	Iteration 4F: 3 clusters Score -936217.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -936528.812500 Penalty: 3008.597900
	Iteration 5F: 3 clusters Score -936528.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -936841.500000 Penalty: 3008.597900
	Iteration 6F: 3 clusters Score -936841.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -937148.187500 Penalty: 3008.597900
	Iteration 7Q: 3 clusters Score -937148.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -937449.937500 Penalty: 3008.597900
	Iteration 8Q: 3 clusters Score -937449.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -937776.750000 Penalty: 3008.597900
	Iteration 9Q: 3 clusters Score -937776.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -938064.437500 Penalty: 3008.597900
	Iteration 10Q: 3 clusters Score -938064.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -938268.937500 Penalty: 3008.597900
	Iteration 11Q: 3 clusters Score -938268.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -938439.625000 Penalty: 3008.597900
	Iteration 12Q: 3 clusters Score -938439.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -938585.937500 Penalty: 3008.597900
	Iteration 13Q: 3 clusters Score -938585.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -938703.312500 Penalty: 3008.597900
	Iteration 14Q: 3 clusters Score -938703.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -938826.000000 Penalty: 3008.597900
	Iteration 15Q: 3 clusters Score -938826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -938944.562500 Penalty: 3008.597900
	Iteration 16Q: 3 clusters Score -938944.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -939026.937500 Penalty: 3008.597900
	Iteration 17Q: 3 clusters Score -939026.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -939092.187500 Penalty: 3008.597900
	Iteration 18Q: 3 clusters Score -939092.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -939146.000000 Penalty: 3008.597900
	Iteration 19Q: 3 clusters Score -939146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -939190.437500 Penalty: 3008.597900
	Iteration 20F: 3 clusters Score -939190.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -939232.750000 Penalty: 3008.597900
	Iteration 21Q: 3 clusters Score -939232.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -939267.750000 Penalty: 3008.597900
	Iteration 22Q: 3 clusters Score -939267.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -939305.812500 Penalty: 3008.597900
	Iteration 23Q: 3 clusters Score -939305.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -939334.250000 Penalty: 3008.597900
	Iteration 24Q: 3 clusters Score -939334.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -939347.937500 Penalty: 3008.597900
	Iteration 25Q: 3 clusters Score -939347.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -939356.750000 Penalty: 3008.597900
	Iteration 26Q: 3 clusters Score -939356.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -939362.437500 Penalty: 3008.597900
	Iteration 27Q: 3 clusters Score -939362.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -939373.437500 Penalty: 3008.597900
	Iteration 28Q: 3 clusters Score -939373.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -939378.625000 Penalty: 3008.597900
	Iteration 29Q: 3 clusters Score -939378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -939384.937500 Penalty: 3008.597900
	Iteration 30Q: 3 clusters Score -939384.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -939387.687500 Penalty: 3008.597900
	Iteration 31Q: 3 clusters Score -939387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -939389.500000 Penalty: 3008.597900
	Iteration 32Q: 3 clusters Score -939389.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -939388.375000 Penalty: 3008.597900
	Iteration 33Q: 3 clusters Score -939388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -939391.437500 Penalty: 3008.597900
	Iteration 34Q: 3 clusters Score -939391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -939390.937500 Penalty: 3008.597900
	Iteration 35Q: 3 clusters Score -939390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -939393.750000 Penalty: 3008.597900
	Iteration 36Q: 3 clusters Score -939393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -939392.375000 Penalty: 3008.597900
	Iteration 37Q: 3 clusters Score -939392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -939392.375000 Penalty: 3008.597900
	Iteration 38F: 3 clusters Score -939392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -128212.414062 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -128212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126546.359375 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -126546.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126863.804688 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -126863.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126987.273438 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -126987.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -127085.062500 Penalty: 2355.301270
	Iteration 3F: 3 clusters Score -127085.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127219.773438 Penalty: 2355.301270
	Iteration 4F: 3 clusters Score -127219.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -127399.632812 Penalty: 2355.301270
	Iteration 5F: 3 clusters Score -127399.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -127653.820312 Penalty: 2355.301270
	Iteration 6F: 3 clusters Score -127653.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -127880.828125 Penalty: 2355.301270
	Iteration 7F: 3 clusters Score -127880.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -127996.953125 Penalty: 2355.301270
	Iteration 8F: 3 clusters Score -127997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -128065.328125 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -128065.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -128095.062500 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -128095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -128115.085938 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -128115.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -128127.476562 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -128127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -128130.507812 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -128130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -128135.875000 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -128135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -128138.671875 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -128138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -128141.109375 Penalty: 2355.301270
	Iteration 16Q: 3 clusters Score -128141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -128145.093750 Penalty: 2355.301270
	Iteration 17Q: 3 clusters Score -128145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -128147.476562 Penalty: 2355.301270
	Iteration 18Q: 3 clusters Score -128147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -128151.851562 Penalty: 2355.301270
	Iteration 19Q: 3 clusters Score -128151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -128151.851562 Penalty: 2355.301270
	Iteration 20F: 3 clusters Score -128151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Entering Unmasked Estep 
Score: -6035319.000000 Penalty: 1790.153931
	Iteration 0F: 2 clusters Score -6035319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -5994774.000000 Penalty: 3580.307861
	Iteration 0F: 3 clusters Score -5994774 nChanged 28650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -6011399.500000 Penalty: 3580.307861
	Iteration 1F: 3 clusters Score -6011400 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -6012427.500000 Penalty: 3580.307861
	Iteration 2Q: 3 clusters Score -6012428 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -6013675.000000 Penalty: 3580.307861
	Iteration 3F: 3 clusters Score -6013675 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6015335.500000 Penalty: 3580.307861
	Iteration 4F: 3 clusters Score -6015336 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -6017384.500000 Penalty: 3580.307861
	Iteration 5F: 3 clusters Score -6017384 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -6019899.000000 Penalty: 3580.307861
	Iteration 6F: 3 clusters Score -6019899 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -6022406.500000 Penalty: 3580.307861
	Iteration 7F: 3 clusters Score -6022406 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -6025008.000000 Penalty: 3580.307861
	Iteration 8F: 3 clusters Score -6025008 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6027596.500000 Penalty: 3580.307861
	Iteration 9F: 3 clusters Score -6027596 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -6029940.500000 Penalty: 3580.307861
	Iteration 10Q: 3 clusters Score -6029940 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6031659.500000 Penalty: 3580.307861
	Iteration 11Q: 3 clusters Score -6031660 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6032675.500000 Penalty: 3580.307861
	Iteration 12Q: 3 clusters Score -6032676 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6033307.500000 Penalty: 3580.307861
	Iteration 13Q: 3 clusters Score -6033308 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6033677.500000 Penalty: 3580.307861
	Iteration 14Q: 3 clusters Score -6033678 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6033923.000000 Penalty: 3580.307861
	Iteration 15Q: 3 clusters Score -6033923 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6034053.500000 Penalty: 3580.307861
	Iteration 16Q: 3 clusters Score -6034054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6034117.500000 Penalty: 3580.307861
	Iteration 17Q: 3 clusters Score -6034118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6034152.000000 Penalty: 3580.307861
	Iteration 18Q: 3 clusters Score -6034152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6034169.000000 Penalty: 3580.307861
	Iteration 19Q: 3 clusters Score -6034169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6034171.000000 Penalty: 3580.307861
	Iteration 20F: 3 clusters Score -6034171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6034178.000000 Penalty: 3580.307861
	Iteration 21Q: 3 clusters Score -6034178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6034189.500000 Penalty: 3580.307861
	Iteration 22Q: 3 clusters Score -6034190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6034196.500000 Penalty: 3580.307861
	Iteration 23Q: 3 clusters Score -6034196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6034191.500000 Penalty: 3580.307861
	Iteration 24Q: 3 clusters Score -6034192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6034203.500000 Penalty: 3580.307861
	Iteration 25Q: 3 clusters Score -6034204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6034215.000000 Penalty: 3580.307861
	Iteration 26Q: 3 clusters Score -6034215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6034215.500000 Penalty: 3580.307861
	Iteration 27Q: 3 clusters Score -6034216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6034222.000000 Penalty: 3580.307861
	Iteration 28Q: 3 clusters Score -6034222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6034226.000000 Penalty: 3580.307861
	Iteration 29Q: 3 clusters Score -6034226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6034220.000000 Penalty: 3580.307861
	Iteration 30Q: 3 clusters Score -6034220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6034220.000000 Penalty: 3580.307861
	Iteration 31F: 3 clusters Score -6034220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Entering Unmasked Estep 
Score: -10676951.000000 Penalty: 1882.945312
	Iteration 0F: 2 clusters Score -1.067695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -10605854.000000 Penalty: 3765.890625
	Iteration 0F: 3 clusters Score -1.060585e+07 nChanged 51695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -10635901.000000 Penalty: 3765.890625
	Iteration 1F: 3 clusters Score -1.06359e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -10636684.000000 Penalty: 3765.890625
	Iteration 2Q: 3 clusters Score -1.063668e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -10637868.000000 Penalty: 3765.890625
	Iteration 3Q: 3 clusters Score -1.063787e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -10639418.000000 Penalty: 3765.890625
	Iteration 4Q: 3 clusters Score -1.063942e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -10641829.000000 Penalty: 3765.890625
	Iteration 5Q: 3 clusters Score -1.064183e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -10645114.000000 Penalty: 3765.890625
	Iteration 6F: 3 clusters Score -1.064511e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -10649381.000000 Penalty: 3765.890625
	Iteration 7F: 3 clusters Score -1.064938e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -10654081.000000 Penalty: 3765.890625
	Iteration 8F: 3 clusters Score -1.065408e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -10658031.000000 Penalty: 3765.890625
	Iteration 9F: 3 clusters Score -1.065803e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -10661118.000000 Penalty: 3765.890625
	Iteration 10Q: 3 clusters Score -1.066112e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -10663248.000000 Penalty: 3765.890625
	Iteration 11Q: 3 clusters Score -1.066325e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -10664851.000000 Penalty: 3765.890625
	Iteration 12Q: 3 clusters Score -1.066485e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -10666148.000000 Penalty: 3765.890625
	Iteration 13Q: 3 clusters Score -1.066615e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -10667517.000000 Penalty: 3765.890625
	Iteration 14Q: 3 clusters Score -1.066752e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -10668971.000000 Penalty: 3765.890625
	Iteration 15Q: 3 clusters Score -1.066897e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -10670313.000000 Penalty: 3765.890625
	Iteration 16Q: 3 clusters Score -1.067031e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -10671534.000000 Penalty: 3765.890625
	Iteration 17Q: 3 clusters Score -1.067153e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -10672532.000000 Penalty: 3765.890625
	Iteration 18Q: 3 clusters Score -1.067253e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -10673377.000000 Penalty: 3765.890625
	Iteration 19Q: 3 clusters Score -1.067338e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -10674080.000000 Penalty: 3765.890625
	Iteration 20F: 3 clusters Score -1.067408e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 104335 members 
Entering Unmasked Estep 
Score: -10674513.000000 Penalty: 3765.890625
	Iteration 21Q: 3 clusters Score -1.067451e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 104926 members 
Entering Unmasked Estep 
Score: -10674887.000000 Penalty: 3765.890625
	Iteration 22Q: 3 clusters Score -1.067489e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -10675101.000000 Penalty: 3765.890625
	Iteration 23Q: 3 clusters Score -1.06751e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -10675252.000000 Penalty: 3765.890625
	Iteration 24Q: 3 clusters Score -1.067525e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -10675371.000000 Penalty: 3765.890625
	Iteration 25Q: 3 clusters Score -1.067537e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -10675440.000000 Penalty: 3765.890625
	Iteration 26Q: 3 clusters Score -1.067544e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
Score: -10675485.000000 Penalty: 3765.890625
	Iteration 27Q: 3 clusters Score -1.067548e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -10675502.000000 Penalty: 3765.890625
	Iteration 28Q: 3 clusters Score -1.06755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -10675528.000000 Penalty: 3765.890625
	Iteration 29Q: 3 clusters Score -1.067553e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -10675556.000000 Penalty: 3765.890625
	Iteration 30Q: 3 clusters Score -1.067556e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -10675592.000000 Penalty: 3765.890625
	Iteration 31Q: 3 clusters Score -1.067559e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 106545 members 
Entering Unmasked Estep 
Score: -10675582.000000 Penalty: 3765.890625
	Iteration 32Q: 3 clusters Score -1.067558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -10675598.000000 Penalty: 3765.890625
	Iteration 33Q: 3 clusters Score -1.06756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -10675602.000000 Penalty: 3765.890625
	Iteration 34Q: 3 clusters Score -1.06756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -10675611.000000 Penalty: 3765.890625
	Iteration 35Q: 3 clusters Score -1.067561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 106620 members 
Entering Unmasked Estep 
Score: -10675616.000000 Penalty: 3765.890625
	Iteration 36Q: 3 clusters Score -1.067562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -10675625.000000 Penalty: 3765.890625
	Iteration 37Q: 3 clusters Score -1.067562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 106643 members 
Entering Unmasked Estep 
Score: -10675617.000000 Penalty: 3765.890625
	Iteration 38Q: 3 clusters Score -1.067562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 106656 members 
Entering Unmasked Estep 
Score: -10675620.000000 Penalty: 3765.890625
	Iteration 39Q: 3 clusters Score -1.067562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -10675604.000000 Penalty: 3765.890625
	Iteration 40F: 3 clusters Score -1.06756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -10675621.000000 Penalty: 3765.890625
	Iteration 41Q: 3 clusters Score -1.067562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 106680 members 
Entering Unmasked Estep 
Score: -10675631.000000 Penalty: 3765.890625
	Iteration 42Q: 3 clusters Score -1.067563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 106686 members 
Entering Unmasked Estep 
Score: -10675620.000000 Penalty: 3765.890625
	Iteration 43Q: 3 clusters Score -1.067562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -10675617.000000 Penalty: 3765.890625
	Iteration 44Q: 3 clusters Score -1.067562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -10675623.000000 Penalty: 3765.890625
	Iteration 45Q: 3 clusters Score -1.067562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 106694 members 
Entering Unmasked Estep 
Score: -10675623.000000 Penalty: 3765.890625
	Iteration 46F: 3 clusters Score -1.067562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Entering Unmasked Estep 
Score: -1746826.500000 Penalty: 1588.737671
	Iteration 0F: 2 clusters Score -1746826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1734752.500000 Penalty: 3177.475342
	Iteration 0F: 3 clusters Score -1734752 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1739129.625000 Penalty: 3177.475342
	Iteration 1F: 3 clusters Score -1739130 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1739518.750000 Penalty: 3177.475342
	Iteration 2F: 3 clusters Score -1739519 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1739961.625000 Penalty: 3177.475342
	Iteration 3F: 3 clusters Score -1739962 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1740528.625000 Penalty: 3177.475342
	Iteration 4F: 3 clusters Score -1740529 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1741229.375000 Penalty: 3177.475342
	Iteration 5F: 3 clusters Score -1741229 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1742047.875000 Penalty: 3177.475342
	Iteration 6F: 3 clusters Score -1742048 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1742971.500000 Penalty: 3177.475342
	Iteration 7F: 3 clusters Score -1742972 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1743825.875000 Penalty: 3177.475342
	Iteration 8F: 3 clusters Score -1743826 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1744441.375000 Penalty: 3177.475342
	Iteration 9Q: 3 clusters Score -1744441 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1744854.875000 Penalty: 3177.475342
	Iteration 10Q: 3 clusters Score -1744855 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1745093.375000 Penalty: 3177.475342
	Iteration 11Q: 3 clusters Score -1745093 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1745230.500000 Penalty: 3177.475342
	Iteration 12Q: 3 clusters Score -1745230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1745298.875000 Penalty: 3177.475342
	Iteration 13Q: 3 clusters Score -1745299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1745343.750000 Penalty: 3177.475342
	Iteration 14Q: 3 clusters Score -1745344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1745378.000000 Penalty: 3177.475342
	Iteration 15Q: 3 clusters Score -1745378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1745403.750000 Penalty: 3177.475342
	Iteration 16Q: 3 clusters Score -1745404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1745416.750000 Penalty: 3177.475342
	Iteration 17Q: 3 clusters Score -1745417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1745427.250000 Penalty: 3177.475342
	Iteration 18Q: 3 clusters Score -1745427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -1745432.375000 Penalty: 3177.475342
	Iteration 19Q: 3 clusters Score -1745432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1745436.875000 Penalty: 3177.475342
	Iteration 20F: 3 clusters Score -1745437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1745442.500000 Penalty: 3177.475342
	Iteration 21Q: 3 clusters Score -1745442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1745443.750000 Penalty: 3177.475342
	Iteration 22Q: 3 clusters Score -1745444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1745443.750000 Penalty: 3177.475342
	Iteration 23F: 3 clusters Score -1745444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Entering Unmasked Estep 
Score: -875232.125000 Penalty: 1477.011597
	Iteration 0F: 2 clusters Score -875232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -868793.000000 Penalty: 2954.023193
	Iteration 0F: 3 clusters Score -868793 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -870990.625000 Penalty: 2954.023193
	Iteration 1F: 3 clusters Score -870990.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -871472.125000 Penalty: 2954.023193
	Iteration 2F: 3 clusters Score -871472.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -871994.062500 Penalty: 2954.023193
	Iteration 3F: 3 clusters Score -871994.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -872404.562500 Penalty: 2954.023193
	Iteration 4F: 3 clusters Score -872404.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -872685.125000 Penalty: 2954.023193
	Iteration 5F: 3 clusters Score -872685.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -872871.187500 Penalty: 2954.023193
	Iteration 6Q: 3 clusters Score -872871.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -873016.312500 Penalty: 2954.023193
	Iteration 7Q: 3 clusters Score -873016.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -873128.062500 Penalty: 2954.023193
	Iteration 8Q: 3 clusters Score -873128.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -873232.625000 Penalty: 2954.023193
	Iteration 9Q: 3 clusters Score -873232.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -873319.062500 Penalty: 2954.023193
	Iteration 10Q: 3 clusters Score -873319.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -873421.750000 Penalty: 2954.023193
	Iteration 11Q: 3 clusters Score -873421.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -873507.625000 Penalty: 2954.023193
	Iteration 12Q: 3 clusters Score -873507.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -873596.187500 Penalty: 2954.023193
	Iteration 13Q: 3 clusters Score -873596.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -873677.437500 Penalty: 2954.023193
	Iteration 14Q: 3 clusters Score -873677.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -873752.000000 Penalty: 2954.023193
	Iteration 15Q: 3 clusters Score -873752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -873815.875000 Penalty: 2954.023193
	Iteration 16Q: 3 clusters Score -873815.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -873866.125000 Penalty: 2954.023193
	Iteration 17Q: 3 clusters Score -873866.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -873910.625000 Penalty: 2954.023193
	Iteration 18Q: 3 clusters Score -873910.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -873945.687500 Penalty: 2954.023193
	Iteration 19Q: 3 clusters Score -873945.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -873979.562500 Penalty: 2954.023193
	Iteration 20F: 3 clusters Score -873979.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -874006.375000 Penalty: 2954.023193
	Iteration 21Q: 3 clusters Score -874006.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -874029.625000 Penalty: 2954.023193
	Iteration 22Q: 3 clusters Score -874029.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -874065.687500 Penalty: 2954.023193
	Iteration 23Q: 3 clusters Score -874065.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -874098.500000 Penalty: 2954.023193
	Iteration 24Q: 3 clusters Score -874098.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -874125.812500 Penalty: 2954.023193
	Iteration 25Q: 3 clusters Score -874125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -874157.937500 Penalty: 2954.023193
	Iteration 26Q: 3 clusters Score -874157.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -874178.125000 Penalty: 2954.023193
	Iteration 27Q: 3 clusters Score -874178.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -874192.125000 Penalty: 2954.023193
	Iteration 28Q: 3 clusters Score -874192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -874199.875000 Penalty: 2954.023193
	Iteration 29Q: 3 clusters Score -874199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -874205.000000 Penalty: 2954.023193
	Iteration 30Q: 3 clusters Score -874205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -874212.250000 Penalty: 2954.023193
	Iteration 31Q: 3 clusters Score -874212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -874218.812500 Penalty: 2954.023193
	Iteration 32Q: 3 clusters Score -874218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -874222.125000 Penalty: 2954.023193
	Iteration 33Q: 3 clusters Score -874222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -874224.062500 Penalty: 2954.023193
	Iteration 34Q: 3 clusters Score -874224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -874224.062500 Penalty: 2954.023193
	Iteration 35F: 3 clusters Score -874224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -343198.531250 Penalty: 1330.164673
	Iteration 0F: 2 clusters Score -343198.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -340149.593750 Penalty: 2660.329346
	Iteration 0F: 3 clusters Score -340149.6 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -340858.843750 Penalty: 2660.329346
	Iteration 1F: 3 clusters Score -340858.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -341013.000000 Penalty: 2660.329346
	Iteration 2F: 3 clusters Score -341013 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -341102.781250 Penalty: 2660.329346
	Iteration 3F: 3 clusters Score -341102.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -341167.750000 Penalty: 2660.329346
	Iteration 4Q: 3 clusters Score -341167.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -341230.937500 Penalty: 2660.329346
	Iteration 5Q: 3 clusters Score -341230.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -341291.937500 Penalty: 2660.329346
	Iteration 6Q: 3 clusters Score -341291.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -341355.406250 Penalty: 2660.329346
	Iteration 7Q: 3 clusters Score -341355.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -341404.468750 Penalty: 2660.329346
	Iteration 8Q: 3 clusters Score -341404.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -341435.375000 Penalty: 2660.329346
	Iteration 9Q: 3 clusters Score -341435.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -341467.656250 Penalty: 2660.329346
	Iteration 10Q: 3 clusters Score -341467.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -341489.562500 Penalty: 2660.329346
	Iteration 11Q: 3 clusters Score -341489.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -341509.437500 Penalty: 2660.329346
	Iteration 12Q: 3 clusters Score -341509.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -341526.875000 Penalty: 2660.329346
	Iteration 13Q: 3 clusters Score -341526.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -341547.375000 Penalty: 2660.329346
	Iteration 14Q: 3 clusters Score -341547.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -341571.500000 Penalty: 2660.329346
	Iteration 15Q: 3 clusters Score -341571.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -341596.218750 Penalty: 2660.329346
	Iteration 16Q: 3 clusters Score -341596.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -341624.687500 Penalty: 2660.329346
	Iteration 17Q: 3 clusters Score -341624.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -341653.687500 Penalty: 2660.329346
	Iteration 18Q: 3 clusters Score -341653.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -341689.031250 Penalty: 2660.329346
	Iteration 19Q: 3 clusters Score -341689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -341725.531250 Penalty: 2660.329346
	Iteration 20F: 3 clusters Score -341725.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -341768.312500 Penalty: 2660.329346
	Iteration 21Q: 3 clusters Score -341768.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -341824.312500 Penalty: 2660.329346
	Iteration 22Q: 3 clusters Score -341824.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -341881.125000 Penalty: 2660.329346
	Iteration 23Q: 3 clusters Score -341881.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -341919.093750 Penalty: 2660.329346
	Iteration 24Q: 3 clusters Score -341919.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -341951.593750 Penalty: 2660.329346
	Iteration 25Q: 3 clusters Score -341951.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -341979.500000 Penalty: 2660.329346
	Iteration 26Q: 3 clusters Score -341979.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -342002.625000 Penalty: 2660.329346
	Iteration 27Q: 3 clusters Score -342002.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -342022.687500 Penalty: 2660.329346
	Iteration 28Q: 3 clusters Score -342022.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -342040.000000 Penalty: 2660.329346
	Iteration 29Q: 3 clusters Score -342040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -342052.000000 Penalty: 2660.329346
	Iteration 30Q: 3 clusters Score -342052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -342063.593750 Penalty: 2660.329346
	Iteration 31Q: 3 clusters Score -342063.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -342077.531250 Penalty: 2660.329346
	Iteration 32Q: 3 clusters Score -342077.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -342089.968750 Penalty: 2660.329346
	Iteration 33Q: 3 clusters Score -342090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -342097.000000 Penalty: 2660.329346
	Iteration 34Q: 3 clusters Score -342097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -342103.562500 Penalty: 2660.329346
	Iteration 35Q: 3 clusters Score -342103.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -342109.125000 Penalty: 2660.329346
	Iteration 36Q: 3 clusters Score -342109.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -342117.000000 Penalty: 2660.329346
	Iteration 37Q: 3 clusters Score -342117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -342123.750000 Penalty: 2660.329346
	Iteration 38Q: 3 clusters Score -342123.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -342127.468750 Penalty: 2660.329346
	Iteration 39Q: 3 clusters Score -342127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -342130.593750 Penalty: 2660.329346
	Iteration 40F: 3 clusters Score -342130.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -342132.656250 Penalty: 2660.329346
	Iteration 41Q: 3 clusters Score -342132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -342134.500000 Penalty: 2660.329346
	Iteration 42Q: 3 clusters Score -342134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -342135.625000 Penalty: 2660.329346
	Iteration 43Q: 3 clusters Score -342135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -342137.093750 Penalty: 2660.329346
	Iteration 44Q: 3 clusters Score -342137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -342139.031250 Penalty: 2660.329346
	Iteration 45Q: 3 clusters Score -342139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -342139.968750 Penalty: 2660.329346
	Iteration 46Q: 3 clusters Score -342140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -342141.812500 Penalty: 2660.329346
	Iteration 47Q: 3 clusters Score -342141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -342142.250000 Penalty: 2660.329346
	Iteration 48Q: 3 clusters Score -342142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -342143.031250 Penalty: 2660.329346
	Iteration 49Q: 3 clusters Score -342143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -342143.468750 Penalty: 2660.329346
	Iteration 50Q: 3 clusters Score -342143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -342143.312500 Penalty: 2660.329346
	Iteration 51Q: 3 clusters Score -342143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -342143.312500 Penalty: 2660.329346
	Iteration 52F: 3 clusters Score -342143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123469 members 
Entering Unmasked Estep 
Score: -12247327.000000 Penalty: 1905.108643
	Iteration 0F: 2 clusters Score -1.224733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -12166034.000000 Penalty: 3810.217285
	Iteration 0F: 3 clusters Score -1.216603e+07 nChanged 59270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -12200411.000000 Penalty: 3810.217285
	Iteration 1F: 3 clusters Score -1.220041e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -12201222.000000 Penalty: 3810.217285
	Iteration 2Q: 3 clusters Score -1.220122e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -12202224.000000 Penalty: 3810.217285
	Iteration 3Q: 3 clusters Score -1.220222e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -12204023.000000 Penalty: 3810.217285
	Iteration 4Q: 3 clusters Score -1.220402e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -12207166.000000 Penalty: 3810.217285
	Iteration 5F: 3 clusters Score -1.220717e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -12212695.000000 Penalty: 3810.217285
	Iteration 6F: 3 clusters Score -1.22127e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -12221439.000000 Penalty: 3810.217285
	Iteration 7F: 3 clusters Score -1.222144e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -12231730.000000 Penalty: 3810.217285
	Iteration 8F: 3 clusters Score -1.223173e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -12239693.000000 Penalty: 3810.217285
	Iteration 9F: 3 clusters Score -1.223969e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12243571.000000 Penalty: 3810.217285
	Iteration 10Q: 3 clusters Score -1.224357e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122708 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12244914.000000 Penalty: 3810.217285
	Iteration 11Q: 3 clusters Score -1.224491e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123130 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12245336.000000 Penalty: 3810.217285
	Iteration 12Q: 3 clusters Score -1.224534e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123234 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12245482.000000 Penalty: 3810.217285
	Iteration 13Q: 3 clusters Score -1.224548e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -12245543.000000 Penalty: 3810.217285
	Iteration 14Q: 3 clusters Score -1.224554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123282 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -12245583.000000 Penalty: 3810.217285
	Iteration 15Q: 3 clusters Score -1.224558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -12245604.000000 Penalty: 3810.217285
	Iteration 16Q: 3 clusters Score -1.22456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12245619.000000 Penalty: 3810.217285
	Iteration 17Q: 3 clusters Score -1.224562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12245630.000000 Penalty: 3810.217285
	Iteration 18Q: 3 clusters Score -1.224563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12245623.000000 Penalty: 3810.217285
	Iteration 19Q: 3 clusters Score -1.224562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12245632.000000 Penalty: 3810.217285
	Iteration 20F: 3 clusters Score -1.224563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12245631.000000 Penalty: 3810.217285
	Iteration 21Q: 3 clusters Score -1.224563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12245637.000000 Penalty: 3810.217285
	Iteration 22Q: 3 clusters Score -1.224564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12245637.000000 Penalty: 3810.217285
	Iteration 23Q: 3 clusters Score -1.224564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12245637.000000 Penalty: 3810.217285
	Iteration 24Q: 3 clusters Score -1.224564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12245634.000000 Penalty: 3810.217285
	Iteration 25Q: 3 clusters Score -1.224563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12245634.000000 Penalty: 3810.217285
	Iteration 26F: 3 clusters Score -1.224563e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Entering Unmasked Estep 
Score: -1632126.000000 Penalty: 1579.145752
	Iteration 0F: 2 clusters Score -1632126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1620613.125000 Penalty: 3158.291504
	Iteration 0F: 3 clusters Score -1620613 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1624650.000000 Penalty: 3158.291504
	Iteration 1F: 3 clusters Score -1624650 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1624984.750000 Penalty: 3158.291504
	Iteration 2F: 3 clusters Score -1624985 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1625254.250000 Penalty: 3158.291504
	Iteration 3Q: 3 clusters Score -1625254 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1625456.875000 Penalty: 3158.291504
	Iteration 4Q: 3 clusters Score -1625457 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1625650.750000 Penalty: 3158.291504
	Iteration 5Q: 3 clusters Score -1625651 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1625821.375000 Penalty: 3158.291504
	Iteration 6Q: 3 clusters Score -1625821 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1625969.375000 Penalty: 3158.291504
	Iteration 7Q: 3 clusters Score -1625969 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1626099.625000 Penalty: 3158.291504
	Iteration 8Q: 3 clusters Score -1626100 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1626223.875000 Penalty: 3158.291504
	Iteration 9Q: 3 clusters Score -1626224 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1626333.625000 Penalty: 3158.291504
	Iteration 10Q: 3 clusters Score -1626334 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1626458.875000 Penalty: 3158.291504
	Iteration 11Q: 3 clusters Score -1626459 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1626581.125000 Penalty: 3158.291504
	Iteration 12Q: 3 clusters Score -1626581 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1626716.375000 Penalty: 3158.291504
	Iteration 13Q: 3 clusters Score -1626716 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1626916.125000 Penalty: 3158.291504
	Iteration 14Q: 3 clusters Score -1626916 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1627136.750000 Penalty: 3158.291504
	Iteration 15Q: 3 clusters Score -1627137 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1627414.250000 Penalty: 3158.291504
	Iteration 16Q: 3 clusters Score -1627414 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1627775.250000 Penalty: 3158.291504
	Iteration 17Q: 3 clusters Score -1627775 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1628205.500000 Penalty: 3158.291504
	Iteration 18Q: 3 clusters Score -1628206 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1628668.375000 Penalty: 3158.291504
	Iteration 19Q: 3 clusters Score -1628668 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1629123.125000 Penalty: 3158.291504
	Iteration 20F: 3 clusters Score -1629123 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1629486.375000 Penalty: 3158.291504
	Iteration 21Q: 3 clusters Score -1629486 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1629809.375000 Penalty: 3158.291504
	Iteration 22Q: 3 clusters Score -1629809 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1630042.250000 Penalty: 3158.291504
	Iteration 23Q: 3 clusters Score -1630042 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1630221.000000 Penalty: 3158.291504
	Iteration 24Q: 3 clusters Score -1630221 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1630336.250000 Penalty: 3158.291504
	Iteration 25Q: 3 clusters Score -1630336 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1630431.000000 Penalty: 3158.291504
	Iteration 26Q: 3 clusters Score -1630431 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1630506.250000 Penalty: 3158.291504
	Iteration 27Q: 3 clusters Score -1630506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1630557.000000 Penalty: 3158.291504
	Iteration 28Q: 3 clusters Score -1630557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1630593.500000 Penalty: 3158.291504
	Iteration 29Q: 3 clusters Score -1630594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1630625.000000 Penalty: 3158.291504
	Iteration 30Q: 3 clusters Score -1630625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1630655.750000 Penalty: 3158.291504
	Iteration 31Q: 3 clusters Score -1630656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1630691.750000 Penalty: 3158.291504
	Iteration 32Q: 3 clusters Score -1630692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1630720.000000 Penalty: 3158.291504
	Iteration 33Q: 3 clusters Score -1630720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1630735.750000 Penalty: 3158.291504
	Iteration 34Q: 3 clusters Score -1630736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1630751.875000 Penalty: 3158.291504
	Iteration 35Q: 3 clusters Score -1630752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1630763.125000 Penalty: 3158.291504
	Iteration 36Q: 3 clusters Score -1630763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1630767.875000 Penalty: 3158.291504
	Iteration 37Q: 3 clusters Score -1630768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1630776.875000 Penalty: 3158.291504
	Iteration 38Q: 3 clusters Score -1630777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -1630780.875000 Penalty: 3158.291504
	Iteration 39Q: 3 clusters Score -1630781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1630781.375000 Penalty: 3158.291504
	Iteration 40F: 3 clusters Score -1630781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1630785.750000 Penalty: 3158.291504
	Iteration 41Q: 3 clusters Score -1630786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1630786.625000 Penalty: 3158.291504
	Iteration 42Q: 3 clusters Score -1630787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1630786.625000 Penalty: 3158.291504
	Iteration 43F: 3 clusters Score -1630787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -1519432.250000 Penalty: 1569.285156
	Iteration 0F: 2 clusters Score -1519432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1508664.250000 Penalty: 3138.570312
	Iteration 0F: 3 clusters Score -1508664 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1512428.500000 Penalty: 3138.570312
	Iteration 1F: 3 clusters Score -1512428 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1512728.375000 Penalty: 3138.570312
	Iteration 2F: 3 clusters Score -1512728 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1513082.750000 Penalty: 3138.570312
	Iteration 3Q: 3 clusters Score -1513083 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1513583.125000 Penalty: 3138.570312
	Iteration 4Q: 3 clusters Score -1513583 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1514325.750000 Penalty: 3138.570312
	Iteration 5F: 3 clusters Score -1514326 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1515270.125000 Penalty: 3138.570312
	Iteration 6F: 3 clusters Score -1515270 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1516289.500000 Penalty: 3138.570312
	Iteration 7F: 3 clusters Score -1516290 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1517179.875000 Penalty: 3138.570312
	Iteration 8F: 3 clusters Score -1517180 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1517920.750000 Penalty: 3138.570312
	Iteration 9F: 3 clusters Score -1517921 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1518447.250000 Penalty: 3138.570312
	Iteration 10Q: 3 clusters Score -1518447 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1518762.000000 Penalty: 3138.570312
	Iteration 11Q: 3 clusters Score -1518762 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1518910.375000 Penalty: 3138.570312
	Iteration 12Q: 3 clusters Score -1518910 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1519014.000000 Penalty: 3138.570312
	Iteration 13Q: 3 clusters Score -1519014 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1519088.875000 Penalty: 3138.570312
	Iteration 14Q: 3 clusters Score -1519089 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1519159.125000 Penalty: 3138.570312
	Iteration 15Q: 3 clusters Score -1519159 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1519212.750000 Penalty: 3138.570312
	Iteration 16Q: 3 clusters Score -1519213 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1519246.375000 Penalty: 3138.570312
	Iteration 17Q: 3 clusters Score -1519246 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1519274.750000 Penalty: 3138.570312
	Iteration 18Q: 3 clusters Score -1519275 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1519290.500000 Penalty: 3138.570312
	Iteration 19Q: 3 clusters Score -1519290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1519309.375000 Penalty: 3138.570312
	Iteration 20F: 3 clusters Score -1519309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1519322.750000 Penalty: 3138.570312
	Iteration 21Q: 3 clusters Score -1519323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1519329.375000 Penalty: 3138.570312
	Iteration 22Q: 3 clusters Score -1519329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1519336.750000 Penalty: 3138.570312
	Iteration 23Q: 3 clusters Score -1519337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1519340.375000 Penalty: 3138.570312
	Iteration 24Q: 3 clusters Score -1519340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1519347.250000 Penalty: 3138.570312
	Iteration 25Q: 3 clusters Score -1519347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1519347.875000 Penalty: 3138.570312
	Iteration 26Q: 3 clusters Score -1519348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1519349.000000 Penalty: 3138.570312
	Iteration 27Q: 3 clusters Score -1519349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1519349.625000 Penalty: 3138.570312
	Iteration 28Q: 3 clusters Score -1519350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1519348.250000 Penalty: 3138.570312
	Iteration 29Q: 3 clusters Score -1519348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1519352.375000 Penalty: 3138.570312
	Iteration 30Q: 3 clusters Score -1519352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1519351.875000 Penalty: 3138.570312
	Iteration 31Q: 3 clusters Score -1519352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1519355.750000 Penalty: 3138.570312
	Iteration 32Q: 3 clusters Score -1519356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1519352.500000 Penalty: 3138.570312
	Iteration 33Q: 3 clusters Score -1519352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1519353.875000 Penalty: 3138.570312
	Iteration 34Q: 3 clusters Score -1519354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1519354.875000 Penalty: 3138.570312
	Iteration 35Q: 3 clusters Score -1519355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1519356.750000 Penalty: 3138.570312
	Iteration 36Q: 3 clusters Score -1519357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1519357.375000 Penalty: 3138.570312
	Iteration 37Q: 3 clusters Score -1519357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1519354.500000 Penalty: 3138.570312
	Iteration 38Q: 3 clusters Score -1519354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1519356.125000 Penalty: 3138.570312
	Iteration 39Q: 3 clusters Score -1519356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1519356.250000 Penalty: 3138.570312
	Iteration 40F: 3 clusters Score -1519356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1519356.000000 Penalty: 3138.570312
	Iteration 41Q: 3 clusters Score -1519356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1519357.250000 Penalty: 3138.570312
	Iteration 42Q: 3 clusters Score -1519357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1519357.250000 Penalty: 3138.570312
	Iteration 43F: 3 clusters Score -1519357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 19980 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7486 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60860 members 
Mstep: Class 19 contains 107727 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123469 members 
Mstep: Class 24 contains 16611 members 
Mstep: Class 25 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411692.000000 Penalty: 53662.054688
Iteration 159Q: 26 clusters Score -5.241169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 15426 members 
Mstep: Class 5 contains 19976 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60868 members 
Mstep: Class 19 contains 107732 members 
Mstep: Class 20 contains 17620 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123467 members 
Mstep: Class 24 contains 16608 members 
Mstep: Class 25 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411680.000000 Penalty: 53662.054688
Iteration 160F: 26 clusters Score -5.241168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 15425 members 
Mstep: Class 5 contains 19971 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7489 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 43169 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 7991 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60875 members 
Mstep: Class 19 contains 107732 members 
Mstep: Class 20 contains 17620 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123466 members 
Mstep: Class 24 contains 16604 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411696.000000 Penalty: 53662.054688
Iteration 161Q: 26 clusters Score -5.24117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 19966 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 7489 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10479 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60882 members 
Mstep: Class 19 contains 107734 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123466 members 
Mstep: Class 24 contains 16603 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411696.000000 Penalty: 53662.054688
Iteration 162Q: 26 clusters Score -5.24117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19961 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 43166 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4973 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 7993 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60886 members 
Mstep: Class 19 contains 107738 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123466 members 
Mstep: Class 24 contains 16604 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411684.000000 Penalty: 53662.054688
Iteration 163Q: 26 clusters Score -5.241168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 15420 members 
Mstep: Class 5 contains 19954 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 43165 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24054 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60891 members 
Mstep: Class 19 contains 107742 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123465 members 
Mstep: Class 24 contains 16606 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411680.000000 Penalty: 53662.054688
Iteration 164Q: 26 clusters Score -5.241168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 15420 members 
Mstep: Class 5 contains 19952 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 24055 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60897 members 
Mstep: Class 19 contains 107742 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123463 members 
Mstep: Class 24 contains 16604 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411732.000000 Penalty: 53662.054688
Iteration 165Q: 26 clusters Score -5.241173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 15420 members 
Mstep: Class 5 contains 19948 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 24056 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60901 members 
Mstep: Class 19 contains 107744 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123460 members 
Mstep: Class 24 contains 16603 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411692.000000 Penalty: 53662.054688
Iteration 166Q: 26 clusters Score -5.241169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19943 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 43166 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4972 members 
Mstep: Class 13 contains 24057 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60907 members 
Mstep: Class 19 contains 107746 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123456 members 
Mstep: Class 24 contains 16605 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411712.000000 Penalty: 53662.054688
Iteration 167Q: 26 clusters Score -5.241171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19937 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14398 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4974 members 
Mstep: Class 13 contains 24057 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60916 members 
Mstep: Class 19 contains 107745 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123454 members 
Mstep: Class 24 contains 16603 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411740.000000 Penalty: 53662.054688
Iteration 168Q: 26 clusters Score -5.241174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19933 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14398 members 
Mstep: Class 9 contains 43168 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24057 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60922 members 
Mstep: Class 19 contains 107745 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123451 members 
Mstep: Class 24 contains 16602 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411724.000000 Penalty: 53662.054688
Iteration 169Q: 26 clusters Score -5.241172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19931 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14398 members 
Mstep: Class 9 contains 43166 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60926 members 
Mstep: Class 19 contains 107747 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123449 members 
Mstep: Class 24 contains 16602 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411748.000000 Penalty: 53662.054688
Iteration 170Q: 26 clusters Score -5.241175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19930 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14398 members 
Mstep: Class 9 contains 43165 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60926 members 
Mstep: Class 19 contains 107748 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123450 members 
Mstep: Class 24 contains 16602 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411768.000000 Penalty: 53662.054688
Iteration 171Q: 26 clusters Score -5.241177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19929 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14398 members 
Mstep: Class 9 contains 43165 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60927 members 
Mstep: Class 19 contains 107748 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123450 members 
Mstep: Class 24 contains 16602 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411772.000000 Penalty: 53662.054688
Iteration 172Q: 26 clusters Score -5.241177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14398 members 
Mstep: Class 9 contains 43165 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60928 members 
Mstep: Class 19 contains 107748 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123450 members 
Mstep: Class 24 contains 16602 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411776.000000 Penalty: 53662.054688
Iteration 173Q: 26 clusters Score -5.241178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 15421 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 1452 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 14398 members 
Mstep: Class 9 contains 43165 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 24058 members 
Mstep: Class 14 contains 7989 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 10481 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 60928 members 
Mstep: Class 19 contains 107748 members 
Mstep: Class 20 contains 17621 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 123450 members 
Mstep: Class 24 contains 16602 members 
Mstep: Class 25 contains 15634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52411776.000000 Penalty: 53662.054688
Iteration 174F: 26 clusters Score -5.241178e+07 nChanged 0
Entering ConstructFrom: 
Score: -52411776.000000 Penalty: 53662.054688
Entering ConstructFrom: 
Trying to split cluster 1 (12255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Entering Unmasked Estep 
Score: -1227146.500000 Penalty: 1529.724609
	Iteration 0F: 2 clusters Score -1227146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1218451.750000 Penalty: 3059.449219
	Iteration 0F: 3 clusters Score -1218452 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1221336.000000 Penalty: 3059.449219
	Iteration 1F: 3 clusters Score -1221336 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1221610.875000 Penalty: 3059.449219
	Iteration 2F: 3 clusters Score -1221611 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1221884.375000 Penalty: 3059.449219
	Iteration 3F: 3 clusters Score -1221884 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1222172.250000 Penalty: 3059.449219
	Iteration 4Q: 3 clusters Score -1222172 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1222526.375000 Penalty: 3059.449219
	Iteration 5F: 3 clusters Score -1222526 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1222980.500000 Penalty: 3059.449219
	Iteration 6F: 3 clusters Score -1222980 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1223523.750000 Penalty: 3059.449219
	Iteration 7F: 3 clusters Score -1223524 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1224060.375000 Penalty: 3059.449219
	Iteration 8F: 3 clusters Score -1224060 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1224544.875000 Penalty: 3059.449219
	Iteration 9F: 3 clusters Score -1224545 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1224974.875000 Penalty: 3059.449219
	Iteration 10Q: 3 clusters Score -1224975 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1225323.875000 Penalty: 3059.449219
	Iteration 11Q: 3 clusters Score -1225324 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1225534.125000 Penalty: 3059.449219
	Iteration 12Q: 3 clusters Score -1225534 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1225693.625000 Penalty: 3059.449219
	Iteration 13Q: 3 clusters Score -1225694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1225791.500000 Penalty: 3059.449219
	Iteration 14Q: 3 clusters Score -1225792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1225848.375000 Penalty: 3059.449219
	Iteration 15Q: 3 clusters Score -1225848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1225875.875000 Penalty: 3059.449219
	Iteration 16Q: 3 clusters Score -1225876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1225894.875000 Penalty: 3059.449219
	Iteration 17Q: 3 clusters Score -1225895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1225912.875000 Penalty: 3059.449219
	Iteration 18Q: 3 clusters Score -1225913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1225921.750000 Penalty: 3059.449219
	Iteration 19Q: 3 clusters Score -1225922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1225945.625000 Penalty: 3059.449219
	Iteration 20F: 3 clusters Score -1225946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1225959.500000 Penalty: 3059.449219
	Iteration 21Q: 3 clusters Score -1225960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1225971.250000 Penalty: 3059.449219
	Iteration 22Q: 3 clusters Score -1225971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1225976.000000 Penalty: 3059.449219
	Iteration 23Q: 3 clusters Score -1225976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1225983.000000 Penalty: 3059.449219
	Iteration 24Q: 3 clusters Score -1225983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1225989.875000 Penalty: 3059.449219
	Iteration 25Q: 3 clusters Score -1225990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1225992.000000 Penalty: 3059.449219
	Iteration 26Q: 3 clusters Score -1225992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1225993.000000 Penalty: 3059.449219
	Iteration 27Q: 3 clusters Score -1225993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1225995.625000 Penalty: 3059.449219
	Iteration 28Q: 3 clusters Score -1225996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1225998.250000 Penalty: 3059.449219
	Iteration 29Q: 3 clusters Score -1225998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1226002.375000 Penalty: 3059.449219
	Iteration 30Q: 3 clusters Score -1226002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1226002.625000 Penalty: 3059.449219
	Iteration 31Q: 3 clusters Score -1226003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1226001.625000 Penalty: 3059.449219
	Iteration 32Q: 3 clusters Score -1226002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1226001.625000 Penalty: 3059.449219
	Iteration 33F: 3 clusters Score -1226002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1160574.250000 Penalty: 1523.342163
	Iteration 0F: 2 clusters Score -1160574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1152284.750000 Penalty: 3046.684326
	Iteration 0F: 3 clusters Score -1152285 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1154932.750000 Penalty: 3046.684326
	Iteration 1F: 3 clusters Score -1154933 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1155157.875000 Penalty: 3046.684326
	Iteration 2F: 3 clusters Score -1155158 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1155332.000000 Penalty: 3046.684326
	Iteration 3Q: 3 clusters Score -1155332 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1155491.875000 Penalty: 3046.684326
	Iteration 4Q: 3 clusters Score -1155492 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1155656.875000 Penalty: 3046.684326
	Iteration 5Q: 3 clusters Score -1155657 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1155861.375000 Penalty: 3046.684326
	Iteration 6Q: 3 clusters Score -1155861 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1156102.625000 Penalty: 3046.684326
	Iteration 7Q: 3 clusters Score -1156103 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1156413.125000 Penalty: 3046.684326
	Iteration 8Q: 3 clusters Score -1156413 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1156842.750000 Penalty: 3046.684326
	Iteration 9F: 3 clusters Score -1156843 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1157374.125000 Penalty: 3046.684326
	Iteration 10F: 3 clusters Score -1157374 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1157883.500000 Penalty: 3046.684326
	Iteration 11F: 3 clusters Score -1157884 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1158333.875000 Penalty: 3046.684326
	Iteration 12Q: 3 clusters Score -1158334 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1158674.125000 Penalty: 3046.684326
	Iteration 13Q: 3 clusters Score -1158674 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1158909.750000 Penalty: 3046.684326
	Iteration 14Q: 3 clusters Score -1158910 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1159054.000000 Penalty: 3046.684326
	Iteration 15Q: 3 clusters Score -1159054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1159143.000000 Penalty: 3046.684326
	Iteration 16Q: 3 clusters Score -1159143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1159192.750000 Penalty: 3046.684326
	Iteration 17Q: 3 clusters Score -1159193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1159228.875000 Penalty: 3046.684326
	Iteration 18Q: 3 clusters Score -1159229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1159254.500000 Penalty: 3046.684326
	Iteration 19Q: 3 clusters Score -1159254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1159271.750000 Penalty: 3046.684326
	Iteration 20F: 3 clusters Score -1159272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1159278.875000 Penalty: 3046.684326
	Iteration 21Q: 3 clusters Score -1159279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1159287.375000 Penalty: 3046.684326
	Iteration 22Q: 3 clusters Score -1159287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1159291.750000 Penalty: 3046.684326
	Iteration 23Q: 3 clusters Score -1159292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1159295.750000 Penalty: 3046.684326
	Iteration 24Q: 3 clusters Score -1159296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1159299.875000 Penalty: 3046.684326
	Iteration 25Q: 3 clusters Score -1159300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1159304.125000 Penalty: 3046.684326
	Iteration 26Q: 3 clusters Score -1159304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1159306.000000 Penalty: 3046.684326
	Iteration 27Q: 3 clusters Score -1159306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1159308.125000 Penalty: 3046.684326
	Iteration 28Q: 3 clusters Score -1159308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1159309.750000 Penalty: 3046.684326
	Iteration 29Q: 3 clusters Score -1159310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1159309.750000 Penalty: 3046.684326
	Iteration 30F: 3 clusters Score -1159310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -591502.000000 Penalty: 1411.434937
	Iteration 0F: 2 clusters Score -591502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -586991.062500 Penalty: 2822.869873
	Iteration 0F: 3 clusters Score -586991.1 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -588369.312500 Penalty: 2822.869873
	Iteration 1F: 3 clusters Score -588369.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -588687.500000 Penalty: 2822.869873
	Iteration 2F: 3 clusters Score -588687.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -588993.062500 Penalty: 2822.869873
	Iteration 3F: 3 clusters Score -588993.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -589276.125000 Penalty: 2822.869873
	Iteration 4F: 3 clusters Score -589276.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -589544.562500 Penalty: 2822.869873
	Iteration 5F: 3 clusters Score -589544.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -589828.000000 Penalty: 2822.869873
	Iteration 6F: 3 clusters Score -589828 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -590097.812500 Penalty: 2822.869873
	Iteration 7F: 3 clusters Score -590097.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -590302.750000 Penalty: 2822.869873
	Iteration 8Q: 3 clusters Score -590302.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -590481.062500 Penalty: 2822.869873
	Iteration 9Q: 3 clusters Score -590481.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -590639.312500 Penalty: 2822.869873
	Iteration 10Q: 3 clusters Score -590639.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -590777.375000 Penalty: 2822.869873
	Iteration 11Q: 3 clusters Score -590777.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -590872.062500 Penalty: 2822.869873
	Iteration 12Q: 3 clusters Score -590872.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -590931.500000 Penalty: 2822.869873
	Iteration 13Q: 3 clusters Score -590931.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -590964.750000 Penalty: 2822.869873
	Iteration 14Q: 3 clusters Score -590964.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -590984.562500 Penalty: 2822.869873
	Iteration 15Q: 3 clusters Score -590984.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -590993.750000 Penalty: 2822.869873
	Iteration 16Q: 3 clusters Score -590993.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -591002.187500 Penalty: 2822.869873
	Iteration 17Q: 3 clusters Score -591002.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -591010.500000 Penalty: 2822.869873
	Iteration 18Q: 3 clusters Score -591010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -591015.875000 Penalty: 2822.869873
	Iteration 19Q: 3 clusters Score -591015.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -591020.937500 Penalty: 2822.869873
	Iteration 20F: 3 clusters Score -591020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -591024.062500 Penalty: 2822.869873
	Iteration 21Q: 3 clusters Score -591024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -591030.437500 Penalty: 2822.869873
	Iteration 22Q: 3 clusters Score -591030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -591035.375000 Penalty: 2822.869873
	Iteration 23Q: 3 clusters Score -591035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -591040.125000 Penalty: 2822.869873
	Iteration 24Q: 3 clusters Score -591040.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -591044.187500 Penalty: 2822.869873
	Iteration 25Q: 3 clusters Score -591044.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -591046.125000 Penalty: 2822.869873
	Iteration 26Q: 3 clusters Score -591046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -591046.500000 Penalty: 2822.869873
	Iteration 27Q: 3 clusters Score -591046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -591045.750000 Penalty: 2822.869873
	Iteration 28Q: 3 clusters Score -591045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -591045.750000 Penalty: 2822.869873
	Iteration 29F: 3 clusters Score -591045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Entering Unmasked Estep 
Score: -1522906.125000 Penalty: 1567.066284
	Iteration 0F: 2 clusters Score -1522906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1512373.000000 Penalty: 3134.132568
	Iteration 0F: 3 clusters Score -1512373 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1516025.250000 Penalty: 3134.132568
	Iteration 1F: 3 clusters Score -1516025 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1516489.625000 Penalty: 3134.132568
	Iteration 2F: 3 clusters Score -1516490 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1517029.875000 Penalty: 3134.132568
	Iteration 3F: 3 clusters Score -1517030 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1517625.875000 Penalty: 3134.132568
	Iteration 4F: 3 clusters Score -1517626 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1518304.875000 Penalty: 3134.132568
	Iteration 5F: 3 clusters Score -1518305 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1519063.500000 Penalty: 3134.132568
	Iteration 6F: 3 clusters Score -1519064 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1519730.625000 Penalty: 3134.132568
	Iteration 7F: 3 clusters Score -1519731 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1520342.750000 Penalty: 3134.132568
	Iteration 8Q: 3 clusters Score -1520343 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1520824.250000 Penalty: 3134.132568
	Iteration 9Q: 3 clusters Score -1520824 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1521153.625000 Penalty: 3134.132568
	Iteration 10Q: 3 clusters Score -1521154 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1521361.375000 Penalty: 3134.132568
	Iteration 11Q: 3 clusters Score -1521361 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1521490.375000 Penalty: 3134.132568
	Iteration 12Q: 3 clusters Score -1521490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1521598.625000 Penalty: 3134.132568
	Iteration 13Q: 3 clusters Score -1521599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1521636.875000 Penalty: 3134.132568
	Iteration 14Q: 3 clusters Score -1521637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1521668.750000 Penalty: 3134.132568
	Iteration 15Q: 3 clusters Score -1521669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1521691.500000 Penalty: 3134.132568
	Iteration 16Q: 3 clusters Score -1521692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1521707.125000 Penalty: 3134.132568
	Iteration 17Q: 3 clusters Score -1521707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1521715.875000 Penalty: 3134.132568
	Iteration 18Q: 3 clusters Score -1521716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1521723.375000 Penalty: 3134.132568
	Iteration 19Q: 3 clusters Score -1521723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1521731.000000 Penalty: 3134.132568
	Iteration 20F: 3 clusters Score -1521731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1521737.375000 Penalty: 3134.132568
	Iteration 21Q: 3 clusters Score -1521737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1521739.375000 Penalty: 3134.132568
	Iteration 22Q: 3 clusters Score -1521739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1521740.875000 Penalty: 3134.132568
	Iteration 23Q: 3 clusters Score -1521741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1521746.375000 Penalty: 3134.132568
	Iteration 24Q: 3 clusters Score -1521746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1521747.000000 Penalty: 3134.132568
	Iteration 25Q: 3 clusters Score -1521747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1521748.125000 Penalty: 3134.132568
	Iteration 26Q: 3 clusters Score -1521748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1521751.375000 Penalty: 3134.132568
	Iteration 27Q: 3 clusters Score -1521751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1521753.000000 Penalty: 3134.132568
	Iteration 28Q: 3 clusters Score -1521753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1521754.250000 Penalty: 3134.132568
	Iteration 29Q: 3 clusters Score -1521754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1521752.000000 Penalty: 3134.132568
	Iteration 30Q: 3 clusters Score -1521752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1521752.625000 Penalty: 3134.132568
	Iteration 31Q: 3 clusters Score -1521753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1521752.625000 Penalty: 3134.132568
	Iteration 32F: 3 clusters Score -1521753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Entering Unmasked Estep 
Score: -2026190.250000 Penalty: 1608.730713
	Iteration 0F: 2 clusters Score -2026190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2012384.625000 Penalty: 3217.461426
	Iteration 0F: 3 clusters Score -2012385 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2017440.125000 Penalty: 3217.461426
	Iteration 1F: 3 clusters Score -2017440 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2017742.250000 Penalty: 3217.461426
	Iteration 2Q: 3 clusters Score -2017742 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2017967.500000 Penalty: 3217.461426
	Iteration 3Q: 3 clusters Score -2017968 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2018163.875000 Penalty: 3217.461426
	Iteration 4Q: 3 clusters Score -2018164 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2018362.625000 Penalty: 3217.461426
	Iteration 5Q: 3 clusters Score -2018363 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2018642.875000 Penalty: 3217.461426
	Iteration 6Q: 3 clusters Score -2018643 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2019062.750000 Penalty: 3217.461426
	Iteration 7Q: 3 clusters Score -2019063 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2019693.000000 Penalty: 3217.461426
	Iteration 8F: 3 clusters Score -2019693 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2020635.625000 Penalty: 3217.461426
	Iteration 9F: 3 clusters Score -2020636 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2021826.750000 Penalty: 3217.461426
	Iteration 10F: 3 clusters Score -2021827 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2022961.000000 Penalty: 3217.461426
	Iteration 11F: 3 clusters Score -2022961 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2023787.500000 Penalty: 3217.461426
	Iteration 12Q: 3 clusters Score -2023788 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2024298.875000 Penalty: 3217.461426
	Iteration 13Q: 3 clusters Score -2024299 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2024545.875000 Penalty: 3217.461426
	Iteration 14Q: 3 clusters Score -2024546 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2024667.750000 Penalty: 3217.461426
	Iteration 15Q: 3 clusters Score -2024668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2024718.500000 Penalty: 3217.461426
	Iteration 16Q: 3 clusters Score -2024718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2024756.000000 Penalty: 3217.461426
	Iteration 17Q: 3 clusters Score -2024756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2024782.125000 Penalty: 3217.461426
	Iteration 18Q: 3 clusters Score -2024782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2024793.125000 Penalty: 3217.461426
	Iteration 19Q: 3 clusters Score -2024793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2024811.875000 Penalty: 3217.461426
	Iteration 20F: 3 clusters Score -2024812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2024816.000000 Penalty: 3217.461426
	Iteration 21Q: 3 clusters Score -2024816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2024822.000000 Penalty: 3217.461426
	Iteration 22Q: 3 clusters Score -2024822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2024820.500000 Penalty: 3217.461426
	Iteration 23Q: 3 clusters Score -2024820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2024822.750000 Penalty: 3217.461426
	Iteration 24Q: 3 clusters Score -2024823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2024822.375000 Penalty: 3217.461426
	Iteration 25Q: 3 clusters Score -2024822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2024822.375000 Penalty: 3217.461426
	Iteration 26F: 3 clusters Score -2024822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -136582.718750 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -136582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -134866.875000 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -134866.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -135201.656250 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -135201.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135271.562500 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -135271.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135307.640625 Penalty: 2366.226562
	Iteration 3Q: 3 clusters Score -135307.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -135325.859375 Penalty: 2366.226562
	Iteration 4Q: 3 clusters Score -135325.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135341.531250 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -135341.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135351.671875 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -135351.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135365.125000 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -135365.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -135373.812500 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -135373.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -135383.812500 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -135383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -135391.703125 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -135391.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -135404.750000 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -135404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135420.281250 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -135420.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -135429.656250 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -135429.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -135441.843750 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -135441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -135473.843750 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -135473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -135483.437500 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -135483.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135491.828125 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -135491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -135503.281250 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -135503.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135514.953125 Penalty: 2366.226562
	Iteration 19Q: 3 clusters Score -135515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135526.921875 Penalty: 2366.226562
	Iteration 20F: 3 clusters Score -135526.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -135534.984375 Penalty: 2366.226562
	Iteration 21Q: 3 clusters Score -135535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135545.546875 Penalty: 2366.226562
	Iteration 22Q: 3 clusters Score -135545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -135553.750000 Penalty: 2366.226562
	Iteration 23Q: 3 clusters Score -135553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -135560.484375 Penalty: 2366.226562
	Iteration 24Q: 3 clusters Score -135560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135566.937500 Penalty: 2366.226562
	Iteration 25Q: 3 clusters Score -135566.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -135570.593750 Penalty: 2366.226562
	Iteration 26Q: 3 clusters Score -135570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135572.906250 Penalty: 2366.226562
	Iteration 27Q: 3 clusters Score -135572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -135574.437500 Penalty: 2366.226562
	Iteration 28Q: 3 clusters Score -135574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -135575.921875 Penalty: 2366.226562
	Iteration 29Q: 3 clusters Score -135575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -135576.875000 Penalty: 2366.226562
	Iteration 30Q: 3 clusters Score -135576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -135577.109375 Penalty: 2366.226562
	Iteration 31Q: 3 clusters Score -135577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -135577.421875 Penalty: 2366.226562
	Iteration 32Q: 3 clusters Score -135577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -135577.750000 Penalty: 2366.226562
	Iteration 33Q: 3 clusters Score -135577.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -135577.750000 Penalty: 2366.226562
	Iteration 34F: 3 clusters Score -135577.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Entering Unmasked Estep 
Score: -721476.625000 Penalty: 1449.671753
	Iteration 0F: 2 clusters Score -721476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -715914.062500 Penalty: 2899.343506
	Iteration 0F: 3 clusters Score -715914.1 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -717561.125000 Penalty: 2899.343506
	Iteration 1F: 3 clusters Score -717561.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -717812.000000 Penalty: 2899.343506
	Iteration 2F: 3 clusters Score -717812 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -718070.437500 Penalty: 2899.343506
	Iteration 3F: 3 clusters Score -718070.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -718358.250000 Penalty: 2899.343506
	Iteration 4F: 3 clusters Score -718358.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -718668.062500 Penalty: 2899.343506
	Iteration 5F: 3 clusters Score -718668.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -718976.500000 Penalty: 2899.343506
	Iteration 6F: 3 clusters Score -718976.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -719269.125000 Penalty: 2899.343506
	Iteration 7F: 3 clusters Score -719269.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -719470.937500 Penalty: 2899.343506
	Iteration 8Q: 3 clusters Score -719470.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -719614.375000 Penalty: 2899.343506
	Iteration 9Q: 3 clusters Score -719614.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -719716.437500 Penalty: 2899.343506
	Iteration 10Q: 3 clusters Score -719716.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -719787.750000 Penalty: 2899.343506
	Iteration 11Q: 3 clusters Score -719787.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -719833.687500 Penalty: 2899.343506
	Iteration 12Q: 3 clusters Score -719833.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -719867.625000 Penalty: 2899.343506
	Iteration 13Q: 3 clusters Score -719867.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -719891.062500 Penalty: 2899.343506
	Iteration 14Q: 3 clusters Score -719891.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -719909.625000 Penalty: 2899.343506
	Iteration 15Q: 3 clusters Score -719909.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -719920.562500 Penalty: 2899.343506
	Iteration 16Q: 3 clusters Score -719920.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -719934.125000 Penalty: 2899.343506
	Iteration 17Q: 3 clusters Score -719934.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -719939.187500 Penalty: 2899.343506
	Iteration 18Q: 3 clusters Score -719939.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -719944.312500 Penalty: 2899.343506
	Iteration 19Q: 3 clusters Score -719944.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -719949.312500 Penalty: 2899.343506
	Iteration 20F: 3 clusters Score -719949.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -719964.375000 Penalty: 2899.343506
	Iteration 21Q: 3 clusters Score -719964.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -719975.562500 Penalty: 2899.343506
	Iteration 22Q: 3 clusters Score -719975.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -719983.062500 Penalty: 2899.343506
	Iteration 23Q: 3 clusters Score -719983.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -719992.750000 Penalty: 2899.343506
	Iteration 24Q: 3 clusters Score -719992.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -719998.062500 Penalty: 2899.343506
	Iteration 25Q: 3 clusters Score -719998.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -719998.812500 Penalty: 2899.343506
	Iteration 26Q: 3 clusters Score -719998.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -720002.750000 Penalty: 2899.343506
	Iteration 27Q: 3 clusters Score -720002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -720005.187500 Penalty: 2899.343506
	Iteration 28Q: 3 clusters Score -720005.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -720007.312500 Penalty: 2899.343506
	Iteration 29Q: 3 clusters Score -720007.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -720008.562500 Penalty: 2899.343506
	Iteration 30Q: 3 clusters Score -720008.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -720010.250000 Penalty: 2899.343506
	Iteration 31Q: 3 clusters Score -720010.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -720014.437500 Penalty: 2899.343506
	Iteration 32Q: 3 clusters Score -720014.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -720015.062500 Penalty: 2899.343506
	Iteration 33Q: 3 clusters Score -720015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -720015.312500 Penalty: 2899.343506
	Iteration 34Q: 3 clusters Score -720015.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -720019.375000 Penalty: 2899.343506
	Iteration 35Q: 3 clusters Score -720019.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -720022.625000 Penalty: 2899.343506
	Iteration 36Q: 3 clusters Score -720022.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -720025.562500 Penalty: 2899.343506
	Iteration 37Q: 3 clusters Score -720025.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -720028.625000 Penalty: 2899.343506
	Iteration 38Q: 3 clusters Score -720028.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -720032.250000 Penalty: 2899.343506
	Iteration 39Q: 3 clusters Score -720032.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -720035.437500 Penalty: 2899.343506
	Iteration 40F: 3 clusters Score -720035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -720036.375000 Penalty: 2899.343506
	Iteration 41Q: 3 clusters Score -720036.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -720039.812500 Penalty: 2899.343506
	Iteration 42Q: 3 clusters Score -720039.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -720045.125000 Penalty: 2899.343506
	Iteration 43Q: 3 clusters Score -720045.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -720046.812500 Penalty: 2899.343506
	Iteration 44Q: 3 clusters Score -720046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -720051.062500 Penalty: 2899.343506
	Iteration 45Q: 3 clusters Score -720051.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -720056.062500 Penalty: 2899.343506
	Iteration 46Q: 3 clusters Score -720056.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -720061.437500 Penalty: 2899.343506
	Iteration 47Q: 3 clusters Score -720061.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -720064.125000 Penalty: 2899.343506
	Iteration 48Q: 3 clusters Score -720064.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -720067.500000 Penalty: 2899.343506
	Iteration 49Q: 3 clusters Score -720067.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -720072.562500 Penalty: 2899.343506
	Iteration 50Q: 3 clusters Score -720072.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -720078.437500 Penalty: 2899.343506
	Iteration 51Q: 3 clusters Score -720078.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -720082.625000 Penalty: 2899.343506
	Iteration 52Q: 3 clusters Score -720082.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -720085.437500 Penalty: 2899.343506
	Iteration 53Q: 3 clusters Score -720085.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -720092.687500 Penalty: 2899.343506
	Iteration 54Q: 3 clusters Score -720092.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -720097.187500 Penalty: 2899.343506
	Iteration 55Q: 3 clusters Score -720097.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -720104.000000 Penalty: 2899.343506
	Iteration 56Q: 3 clusters Score -720104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -720106.312500 Penalty: 2899.343506
	Iteration 57Q: 3 clusters Score -720106.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -720109.312500 Penalty: 2899.343506
	Iteration 58Q: 3 clusters Score -720109.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -720114.937500 Penalty: 2899.343506
	Iteration 59Q: 3 clusters Score -720114.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -720117.375000 Penalty: 2899.343506
	Iteration 60F: 3 clusters Score -720117.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -720122.812500 Penalty: 2899.343506
	Iteration 61Q: 3 clusters Score -720122.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -720128.812500 Penalty: 2899.343506
	Iteration 62Q: 3 clusters Score -720128.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -720136.312500 Penalty: 2899.343506
	Iteration 63Q: 3 clusters Score -720136.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -720141.812500 Penalty: 2899.343506
	Iteration 64Q: 3 clusters Score -720141.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -720147.250000 Penalty: 2899.343506
	Iteration 65Q: 3 clusters Score -720147.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -720154.250000 Penalty: 2899.343506
	Iteration 66Q: 3 clusters Score -720154.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -720159.250000 Penalty: 2899.343506
	Iteration 67Q: 3 clusters Score -720159.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -720160.500000 Penalty: 2899.343506
	Iteration 68Q: 3 clusters Score -720160.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -720164.375000 Penalty: 2899.343506
	Iteration 69Q: 3 clusters Score -720164.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -720169.375000 Penalty: 2899.343506
	Iteration 70Q: 3 clusters Score -720169.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -720176.500000 Penalty: 2899.343506
	Iteration 71Q: 3 clusters Score -720176.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -720180.125000 Penalty: 2899.343506
	Iteration 72Q: 3 clusters Score -720180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -720179.437500 Penalty: 2899.343506
	Iteration 73Q: 3 clusters Score -720179.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -720183.750000 Penalty: 2899.343506
	Iteration 74Q: 3 clusters Score -720183.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -720188.312500 Penalty: 2899.343506
	Iteration 75Q: 3 clusters Score -720188.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -720193.062500 Penalty: 2899.343506
	Iteration 76Q: 3 clusters Score -720193.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -720194.000000 Penalty: 2899.343506
	Iteration 77Q: 3 clusters Score -720194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -720197.562500 Penalty: 2899.343506
	Iteration 78Q: 3 clusters Score -720197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -720197.812500 Penalty: 2899.343506
	Iteration 79Q: 3 clusters Score -720197.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -720199.750000 Penalty: 2899.343506
	Iteration 80F: 3 clusters Score -720199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -720201.062500 Penalty: 2899.343506
	Iteration 81Q: 3 clusters Score -720201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -720200.875000 Penalty: 2899.343506
	Iteration 82Q: 3 clusters Score -720200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -720204.375000 Penalty: 2899.343506
	Iteration 83Q: 3 clusters Score -720204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -720208.250000 Penalty: 2899.343506
	Iteration 84Q: 3 clusters Score -720208.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -720209.125000 Penalty: 2899.343506
	Iteration 85Q: 3 clusters Score -720209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -720212.062500 Penalty: 2899.343506
	Iteration 86Q: 3 clusters Score -720212.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -720216.437500 Penalty: 2899.343506
	Iteration 87Q: 3 clusters Score -720216.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -720221.187500 Penalty: 2899.343506
	Iteration 88Q: 3 clusters Score -720221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -720222.375000 Penalty: 2899.343506
	Iteration 89Q: 3 clusters Score -720222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -720225.437500 Penalty: 2899.343506
	Iteration 90Q: 3 clusters Score -720225.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -720230.312500 Penalty: 2899.343506
	Iteration 91Q: 3 clusters Score -720230.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -720236.500000 Penalty: 2899.343506
	Iteration 92Q: 3 clusters Score -720236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -720243.000000 Penalty: 2899.343506
	Iteration 93Q: 3 clusters Score -720243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -720246.875000 Penalty: 2899.343506
	Iteration 94Q: 3 clusters Score -720246.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -720253.000000 Penalty: 2899.343506
	Iteration 95Q: 3 clusters Score -720253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -720261.500000 Penalty: 2899.343506
	Iteration 96Q: 3 clusters Score -720261.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -720268.875000 Penalty: 2899.343506
	Iteration 97Q: 3 clusters Score -720268.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -720273.375000 Penalty: 2899.343506
	Iteration 98Q: 3 clusters Score -720273.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -720279.812500 Penalty: 2899.343506
	Iteration 99Q: 3 clusters Score -720279.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -720288.187500 Penalty: 2899.343506
	Iteration 100F: 3 clusters Score -720288.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -720294.875000 Penalty: 2899.343506
	Iteration 101Q: 3 clusters Score -720294.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -720300.937500 Penalty: 2899.343506
	Iteration 102Q: 3 clusters Score -720300.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -720307.375000 Penalty: 2899.343506
	Iteration 103Q: 3 clusters Score -720307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -720314.062500 Penalty: 2899.343506
	Iteration 104Q: 3 clusters Score -720314.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -720317.875000 Penalty: 2899.343506
	Iteration 105Q: 3 clusters Score -720317.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -720323.125000 Penalty: 2899.343506
	Iteration 106Q: 3 clusters Score -720323.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -720326.562500 Penalty: 2899.343506
	Iteration 107Q: 3 clusters Score -720326.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -720328.250000 Penalty: 2899.343506
	Iteration 108Q: 3 clusters Score -720328.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -720330.812500 Penalty: 2899.343506
	Iteration 109Q: 3 clusters Score -720330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -720336.875000 Penalty: 2899.343506
	Iteration 110Q: 3 clusters Score -720336.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -720339.562500 Penalty: 2899.343506
	Iteration 111Q: 3 clusters Score -720339.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -720341.500000 Penalty: 2899.343506
	Iteration 112Q: 3 clusters Score -720341.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -720343.125000 Penalty: 2899.343506
	Iteration 113Q: 3 clusters Score -720343.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -720346.562500 Penalty: 2899.343506
	Iteration 114Q: 3 clusters Score -720346.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -720350.187500 Penalty: 2899.343506
	Iteration 115Q: 3 clusters Score -720350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -720350.437500 Penalty: 2899.343506
	Iteration 116Q: 3 clusters Score -720350.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -720351.562500 Penalty: 2899.343506
	Iteration 117Q: 3 clusters Score -720351.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -720355.750000 Penalty: 2899.343506
	Iteration 118Q: 3 clusters Score -720355.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -720356.812500 Penalty: 2899.343506
	Iteration 119Q: 3 clusters Score -720356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -720357.625000 Penalty: 2899.343506
	Iteration 120F: 3 clusters Score -720357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -720360.500000 Penalty: 2899.343506
	Iteration 121Q: 3 clusters Score -720360.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -720361.500000 Penalty: 2899.343506
	Iteration 122Q: 3 clusters Score -720361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -720362.375000 Penalty: 2899.343506
	Iteration 123Q: 3 clusters Score -720362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -720364.062500 Penalty: 2899.343506
	Iteration 124Q: 3 clusters Score -720364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -720363.812500 Penalty: 2899.343506
	Iteration 125Q: 3 clusters Score -720363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -720364.562500 Penalty: 2899.343506
	Iteration 126Q: 3 clusters Score -720364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -720362.875000 Penalty: 2899.343506
	Iteration 127Q: 3 clusters Score -720362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -720362.875000 Penalty: 2899.343506
	Iteration 128F: 3 clusters Score -720362.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Entering Unmasked Estep 
Score: -1412934.250000 Penalty: 1555.912231
	Iteration 0F: 2 clusters Score -1412934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1402902.250000 Penalty: 3111.824463
	Iteration 0F: 3 clusters Score -1402902 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1406300.625000 Penalty: 3111.824463
	Iteration 1F: 3 clusters Score -1406301 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1406529.625000 Penalty: 3111.824463
	Iteration 2Q: 3 clusters Score -1406530 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1406711.000000 Penalty: 3111.824463
	Iteration 3Q: 3 clusters Score -1406711 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1406859.000000 Penalty: 3111.824463
	Iteration 4Q: 3 clusters Score -1406859 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1407000.000000 Penalty: 3111.824463
	Iteration 5Q: 3 clusters Score -1407000 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1407170.125000 Penalty: 3111.824463
	Iteration 6Q: 3 clusters Score -1407170 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1407358.000000 Penalty: 3111.824463
	Iteration 7Q: 3 clusters Score -1407358 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1407599.750000 Penalty: 3111.824463
	Iteration 8Q: 3 clusters Score -1407600 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1407902.875000 Penalty: 3111.824463
	Iteration 9Q: 3 clusters Score -1407903 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1408312.125000 Penalty: 3111.824463
	Iteration 10Q: 3 clusters Score -1408312 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1408785.375000 Penalty: 3111.824463
	Iteration 11Q: 3 clusters Score -1408785 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1409252.625000 Penalty: 3111.824463
	Iteration 12Q: 3 clusters Score -1409253 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1409569.000000 Penalty: 3111.824463
	Iteration 13Q: 3 clusters Score -1409569 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1409786.875000 Penalty: 3111.824463
	Iteration 14Q: 3 clusters Score -1409787 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1409951.250000 Penalty: 3111.824463
	Iteration 15Q: 3 clusters Score -1409951 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1410075.875000 Penalty: 3111.824463
	Iteration 16Q: 3 clusters Score -1410076 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1410186.000000 Penalty: 3111.824463
	Iteration 17Q: 3 clusters Score -1410186 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1410270.125000 Penalty: 3111.824463
	Iteration 18Q: 3 clusters Score -1410270 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1410360.125000 Penalty: 3111.824463
	Iteration 19Q: 3 clusters Score -1410360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1410435.375000 Penalty: 3111.824463
	Iteration 20F: 3 clusters Score -1410435 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1410521.625000 Penalty: 3111.824463
	Iteration 21Q: 3 clusters Score -1410522 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1410617.750000 Penalty: 3111.824463
	Iteration 22Q: 3 clusters Score -1410618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1410703.000000 Penalty: 3111.824463
	Iteration 23Q: 3 clusters Score -1410703 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1410792.375000 Penalty: 3111.824463
	Iteration 24Q: 3 clusters Score -1410792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1410871.250000 Penalty: 3111.824463
	Iteration 25Q: 3 clusters Score -1410871 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1410947.000000 Penalty: 3111.824463
	Iteration 26Q: 3 clusters Score -1410947 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1411024.500000 Penalty: 3111.824463
	Iteration 27Q: 3 clusters Score -1411024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1411078.500000 Penalty: 3111.824463
	Iteration 28Q: 3 clusters Score -1411078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1411129.500000 Penalty: 3111.824463
	Iteration 29Q: 3 clusters Score -1411130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1411181.500000 Penalty: 3111.824463
	Iteration 30Q: 3 clusters Score -1411182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1411238.375000 Penalty: 3111.824463
	Iteration 31Q: 3 clusters Score -1411238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1411269.625000 Penalty: 3111.824463
	Iteration 32Q: 3 clusters Score -1411270 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1411295.875000 Penalty: 3111.824463
	Iteration 33Q: 3 clusters Score -1411296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1411331.125000 Penalty: 3111.824463
	Iteration 34Q: 3 clusters Score -1411331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1411354.500000 Penalty: 3111.824463
	Iteration 35Q: 3 clusters Score -1411354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1411381.000000 Penalty: 3111.824463
	Iteration 36Q: 3 clusters Score -1411381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1411406.500000 Penalty: 3111.824463
	Iteration 37Q: 3 clusters Score -1411406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1411426.875000 Penalty: 3111.824463
	Iteration 38Q: 3 clusters Score -1411427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1411440.875000 Penalty: 3111.824463
	Iteration 39Q: 3 clusters Score -1411441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1411460.625000 Penalty: 3111.824463
	Iteration 40F: 3 clusters Score -1411461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1411472.625000 Penalty: 3111.824463
	Iteration 41Q: 3 clusters Score -1411473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1411483.750000 Penalty: 3111.824463
	Iteration 42Q: 3 clusters Score -1411484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1411493.750000 Penalty: 3111.824463
	Iteration 43Q: 3 clusters Score -1411494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1411501.500000 Penalty: 3111.824463
	Iteration 44Q: 3 clusters Score -1411502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1411508.250000 Penalty: 3111.824463
	Iteration 45Q: 3 clusters Score -1411508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1411517.125000 Penalty: 3111.824463
	Iteration 46Q: 3 clusters Score -1411517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1411528.500000 Penalty: 3111.824463
	Iteration 47Q: 3 clusters Score -1411528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1411533.375000 Penalty: 3111.824463
	Iteration 48Q: 3 clusters Score -1411533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1411534.000000 Penalty: 3111.824463
	Iteration 49Q: 3 clusters Score -1411534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1411538.750000 Penalty: 3111.824463
	Iteration 50Q: 3 clusters Score -1411539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1411548.750000 Penalty: 3111.824463
	Iteration 51Q: 3 clusters Score -1411549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1411556.500000 Penalty: 3111.824463
	Iteration 52Q: 3 clusters Score -1411556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1411565.500000 Penalty: 3111.824463
	Iteration 53Q: 3 clusters Score -1411566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1411581.500000 Penalty: 3111.824463
	Iteration 54Q: 3 clusters Score -1411582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1411590.000000 Penalty: 3111.824463
	Iteration 55Q: 3 clusters Score -1411590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1411594.250000 Penalty: 3111.824463
	Iteration 56Q: 3 clusters Score -1411594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1411595.000000 Penalty: 3111.824463
	Iteration 57Q: 3 clusters Score -1411595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1411600.000000 Penalty: 3111.824463
	Iteration 58Q: 3 clusters Score -1411600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1411601.500000 Penalty: 3111.824463
	Iteration 59Q: 3 clusters Score -1411602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1411603.625000 Penalty: 3111.824463
	Iteration 60F: 3 clusters Score -1411604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1411603.000000 Penalty: 3111.824463
	Iteration 61Q: 3 clusters Score -1411603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1411603.000000 Penalty: 3111.824463
	Iteration 62F: 3 clusters Score -1411603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Entering Unmasked Estep 
Score: -4299525.500000 Penalty: 1734.327515
	Iteration 0F: 2 clusters Score -4299526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4270645.500000 Penalty: 3468.655029
	Iteration 0F: 3 clusters Score -4270646 nChanged 20093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4282135.000000 Penalty: 3468.655029
	Iteration 1F: 3 clusters Score -4282135 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4282835.500000 Penalty: 3468.655029
	Iteration 2Q: 3 clusters Score -4282836 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4283776.500000 Penalty: 3468.655029
	Iteration 3Q: 3 clusters Score -4283776 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4284838.500000 Penalty: 3468.655029
	Iteration 4Q: 3 clusters Score -4284838 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4286163.000000 Penalty: 3468.655029
	Iteration 5F: 3 clusters Score -4286163 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4287877.000000 Penalty: 3468.655029
	Iteration 6F: 3 clusters Score -4287877 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4290050.000000 Penalty: 3468.655029
	Iteration 7F: 3 clusters Score -4290050 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4292414.500000 Penalty: 3468.655029
	Iteration 8F: 3 clusters Score -4292414 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4294650.500000 Penalty: 3468.655029
	Iteration 9F: 3 clusters Score -4294650 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4296231.500000 Penalty: 3468.655029
	Iteration 10Q: 3 clusters Score -4296232 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4297108.000000 Penalty: 3468.655029
	Iteration 11Q: 3 clusters Score -4297108 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4297552.000000 Penalty: 3468.655029
	Iteration 12Q: 3 clusters Score -4297552 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4297772.500000 Penalty: 3468.655029
	Iteration 13Q: 3 clusters Score -4297772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4297856.500000 Penalty: 3468.655029
	Iteration 14Q: 3 clusters Score -4297856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4297900.000000 Penalty: 3468.655029
	Iteration 15Q: 3 clusters Score -4297900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4297929.000000 Penalty: 3468.655029
	Iteration 16Q: 3 clusters Score -4297929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4297941.000000 Penalty: 3468.655029
	Iteration 17Q: 3 clusters Score -4297941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4297954.500000 Penalty: 3468.655029
	Iteration 18Q: 3 clusters Score -4297954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4297967.500000 Penalty: 3468.655029
	Iteration 19Q: 3 clusters Score -4297968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4297976.500000 Penalty: 3468.655029
	Iteration 20F: 3 clusters Score -4297976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4297978.000000 Penalty: 3468.655029
	Iteration 21Q: 3 clusters Score -4297978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4297985.000000 Penalty: 3468.655029
	Iteration 22Q: 3 clusters Score -4297985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4297988.000000 Penalty: 3468.655029
	Iteration 23Q: 3 clusters Score -4297988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4297989.500000 Penalty: 3468.655029
	Iteration 24Q: 3 clusters Score -4297990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4297990.500000 Penalty: 3468.655029
	Iteration 25Q: 3 clusters Score -4297990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4297993.500000 Penalty: 3468.655029
	Iteration 26Q: 3 clusters Score -4297994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4297994.500000 Penalty: 3468.655029
	Iteration 27Q: 3 clusters Score -4297994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4297994.500000 Penalty: 3468.655029
	Iteration 28F: 3 clusters Score -4297994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -620643.875000 Penalty: 1427.774292
	Iteration 0F: 2 clusters Score -620643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -615674.687500 Penalty: 2855.548584
	Iteration 0F: 3 clusters Score -615674.7 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -617151.250000 Penalty: 2855.548584
	Iteration 1F: 3 clusters Score -617151.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -617396.875000 Penalty: 2855.548584
	Iteration 2F: 3 clusters Score -617396.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -617617.250000 Penalty: 2855.548584
	Iteration 3F: 3 clusters Score -617617.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -617870.937500 Penalty: 2855.548584
	Iteration 4F: 3 clusters Score -617870.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -618184.375000 Penalty: 2855.548584
	Iteration 5F: 3 clusters Score -618184.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -618512.812500 Penalty: 2855.548584
	Iteration 6F: 3 clusters Score -618512.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -618816.625000 Penalty: 2855.548584
	Iteration 7F: 3 clusters Score -618816.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -619077.312500 Penalty: 2855.548584
	Iteration 8F: 3 clusters Score -619077.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -619299.062500 Penalty: 2855.548584
	Iteration 9Q: 3 clusters Score -619299.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -619518.562500 Penalty: 2855.548584
	Iteration 10Q: 3 clusters Score -619518.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -619750.500000 Penalty: 2855.548584
	Iteration 11Q: 3 clusters Score -619750.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -619897.000000 Penalty: 2855.548584
	Iteration 12Q: 3 clusters Score -619897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -619987.812500 Penalty: 2855.548584
	Iteration 13Q: 3 clusters Score -619987.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -620028.062500 Penalty: 2855.548584
	Iteration 14Q: 3 clusters Score -620028.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -620054.187500 Penalty: 2855.548584
	Iteration 15Q: 3 clusters Score -620054.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -620077.375000 Penalty: 2855.548584
	Iteration 16Q: 3 clusters Score -620077.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -620095.187500 Penalty: 2855.548584
	Iteration 17Q: 3 clusters Score -620095.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -620110.562500 Penalty: 2855.548584
	Iteration 18Q: 3 clusters Score -620110.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -620122.437500 Penalty: 2855.548584
	Iteration 19Q: 3 clusters Score -620122.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -620133.062500 Penalty: 2855.548584
	Iteration 20F: 3 clusters Score -620133.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -620140.375000 Penalty: 2855.548584
	Iteration 21Q: 3 clusters Score -620140.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -620148.312500 Penalty: 2855.548584
	Iteration 22Q: 3 clusters Score -620148.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -620152.125000 Penalty: 2855.548584
	Iteration 23Q: 3 clusters Score -620152.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -620156.750000 Penalty: 2855.548584
	Iteration 24Q: 3 clusters Score -620156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -620158.437500 Penalty: 2855.548584
	Iteration 25Q: 3 clusters Score -620158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -620158.562500 Penalty: 2855.548584
	Iteration 26Q: 3 clusters Score -620158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -620158.937500 Penalty: 2855.548584
	Iteration 27Q: 3 clusters Score -620158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -620160.187500 Penalty: 2855.548584
	Iteration 28Q: 3 clusters Score -620160.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -620160.562500 Penalty: 2855.548584
	Iteration 29Q: 3 clusters Score -620160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -620160.875000 Penalty: 2855.548584
	Iteration 30Q: 3 clusters Score -620160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -620160.937500 Penalty: 2855.548584
	Iteration 31Q: 3 clusters Score -620160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -620162.687500 Penalty: 2855.548584
	Iteration 32Q: 3 clusters Score -620162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -620163.687500 Penalty: 2855.548584
	Iteration 33Q: 3 clusters Score -620163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -620163.062500 Penalty: 2855.548584
	Iteration 34Q: 3 clusters Score -620163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -620163.875000 Penalty: 2855.548584
	Iteration 35Q: 3 clusters Score -620163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -620164.500000 Penalty: 2855.548584
	Iteration 36Q: 3 clusters Score -620164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -620164.875000 Penalty: 2855.548584
	Iteration 37Q: 3 clusters Score -620164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -620164.250000 Penalty: 2855.548584
	Iteration 38Q: 3 clusters Score -620164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -620164.250000 Penalty: 2855.548584
	Iteration 39F: 3 clusters Score -620164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -100302.835938 Penalty: 1150.777588
	Iteration 0F: 2 clusters Score -100302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98796.039062 Penalty: 2301.555176
	Iteration 0F: 3 clusters Score -98796.04 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99131.757812 Penalty: 2301.555176
	Iteration 1F: 3 clusters Score -99131.76 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99220.789062 Penalty: 2301.555176
	Iteration 2F: 3 clusters Score -99220.79 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99289.203125 Penalty: 2301.555176
	Iteration 3Q: 3 clusters Score -99289.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99322.593750 Penalty: 2301.555176
	Iteration 4Q: 3 clusters Score -99322.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99350.250000 Penalty: 2301.555176
	Iteration 5Q: 3 clusters Score -99350.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99380.593750 Penalty: 2301.555176
	Iteration 6Q: 3 clusters Score -99380.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99393.937500 Penalty: 2301.555176
	Iteration 7Q: 3 clusters Score -99393.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99401.460938 Penalty: 2301.555176
	Iteration 8Q: 3 clusters Score -99401.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -99407.773438 Penalty: 2301.555176
	Iteration 9Q: 3 clusters Score -99407.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99414.984375 Penalty: 2301.555176
	Iteration 10Q: 3 clusters Score -99414.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99420.562500 Penalty: 2301.555176
	Iteration 11Q: 3 clusters Score -99420.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99423.421875 Penalty: 2301.555176
	Iteration 12Q: 3 clusters Score -99423.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99427.085938 Penalty: 2301.555176
	Iteration 13Q: 3 clusters Score -99427.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99430.812500 Penalty: 2301.555176
	Iteration 14Q: 3 clusters Score -99430.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99432.000000 Penalty: 2301.555176
	Iteration 15Q: 3 clusters Score -99432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99432.820312 Penalty: 2301.555176
	Iteration 16Q: 3 clusters Score -99432.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99433.859375 Penalty: 2301.555176
	Iteration 17Q: 3 clusters Score -99433.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99435.679688 Penalty: 2301.555176
	Iteration 18Q: 3 clusters Score -99435.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99436.320312 Penalty: 2301.555176
	Iteration 19Q: 3 clusters Score -99436.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99436.710938 Penalty: 2301.555176
	Iteration 20F: 3 clusters Score -99436.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Entering Unmasked Estep 
Score: -455246.218750 Penalty: 1383.229248
	Iteration 0F: 2 clusters Score -455246.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -451252.218750 Penalty: 2766.458496
	Iteration 0F: 3 clusters Score -451252.2 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -452527.218750 Penalty: 2766.458496
	Iteration 1F: 3 clusters Score -452527.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -452930.343750 Penalty: 2766.458496
	Iteration 2F: 3 clusters Score -452930.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -453375.593750 Penalty: 2766.458496
	Iteration 3F: 3 clusters Score -453375.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -453843.906250 Penalty: 2766.458496
	Iteration 4F: 3 clusters Score -453843.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -454249.937500 Penalty: 2766.458496
	Iteration 5F: 3 clusters Score -454249.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -454560.781250 Penalty: 2766.458496
	Iteration 6F: 3 clusters Score -454560.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -454796.718750 Penalty: 2766.458496
	Iteration 7Q: 3 clusters Score -454796.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -454923.875000 Penalty: 2766.458496
	Iteration 8Q: 3 clusters Score -454923.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -454976.000000 Penalty: 2766.458496
	Iteration 9Q: 3 clusters Score -454976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -455001.875000 Penalty: 2766.458496
	Iteration 10Q: 3 clusters Score -455001.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -455013.781250 Penalty: 2766.458496
	Iteration 11Q: 3 clusters Score -455013.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -455022.375000 Penalty: 2766.458496
	Iteration 12Q: 3 clusters Score -455022.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -455030.625000 Penalty: 2766.458496
	Iteration 13Q: 3 clusters Score -455030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -455034.687500 Penalty: 2766.458496
	Iteration 14Q: 3 clusters Score -455034.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -455038.218750 Penalty: 2766.458496
	Iteration 15Q: 3 clusters Score -455038.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -455042.625000 Penalty: 2766.458496
	Iteration 16Q: 3 clusters Score -455042.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -455047.531250 Penalty: 2766.458496
	Iteration 17Q: 3 clusters Score -455047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -455050.093750 Penalty: 2766.458496
	Iteration 18Q: 3 clusters Score -455050.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -455055.218750 Penalty: 2766.458496
	Iteration 19Q: 3 clusters Score -455055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -455057.843750 Penalty: 2766.458496
	Iteration 20F: 3 clusters Score -455057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -455060.218750 Penalty: 2766.458496
	Iteration 21Q: 3 clusters Score -455060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -455060.656250 Penalty: 2766.458496
	Iteration 22Q: 3 clusters Score -455060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -455062.031250 Penalty: 2766.458496
	Iteration 23Q: 3 clusters Score -455062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -455065.687500 Penalty: 2766.458496
	Iteration 24Q: 3 clusters Score -455065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -455066.250000 Penalty: 2766.458496
	Iteration 25Q: 3 clusters Score -455066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -455069.000000 Penalty: 2766.458496
	Iteration 26Q: 3 clusters Score -455069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -455072.031250 Penalty: 2766.458496
	Iteration 27Q: 3 clusters Score -455072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -455072.750000 Penalty: 2766.458496
	Iteration 28Q: 3 clusters Score -455072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -455072.875000 Penalty: 2766.458496
	Iteration 29Q: 3 clusters Score -455072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -455072.875000 Penalty: 2766.458496
	Iteration 30F: 3 clusters Score -455072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Entering Unmasked Estep 
Score: -2355001.750000 Penalty: 1639.336182
	Iteration 0F: 2 clusters Score -2355002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2338479.250000 Penalty: 3278.672363
	Iteration 0F: 3 clusters Score -2338479 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2345083.500000 Penalty: 3278.672363
	Iteration 1F: 3 clusters Score -2345084 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2345821.750000 Penalty: 3278.672363
	Iteration 2F: 3 clusters Score -2345822 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2346682.000000 Penalty: 3278.672363
	Iteration 3F: 3 clusters Score -2346682 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2347657.000000 Penalty: 3278.672363
	Iteration 4F: 3 clusters Score -2347657 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2348726.500000 Penalty: 3278.672363
	Iteration 5F: 3 clusters Score -2348726 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2349786.750000 Penalty: 3278.672363
	Iteration 6F: 3 clusters Score -2349787 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2350658.000000 Penalty: 3278.672363
	Iteration 7F: 3 clusters Score -2350658 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2351291.000000 Penalty: 3278.672363
	Iteration 8Q: 3 clusters Score -2351291 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2351706.750000 Penalty: 3278.672363
	Iteration 9Q: 3 clusters Score -2351707 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2351971.500000 Penalty: 3278.672363
	Iteration 10Q: 3 clusters Score -2351972 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2352153.750000 Penalty: 3278.672363
	Iteration 11Q: 3 clusters Score -2352154 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2352285.750000 Penalty: 3278.672363
	Iteration 12Q: 3 clusters Score -2352286 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2352379.500000 Penalty: 3278.672363
	Iteration 13Q: 3 clusters Score -2352380 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2352469.500000 Penalty: 3278.672363
	Iteration 14Q: 3 clusters Score -2352470 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2352555.500000 Penalty: 3278.672363
	Iteration 15Q: 3 clusters Score -2352556 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2352651.250000 Penalty: 3278.672363
	Iteration 16Q: 3 clusters Score -2352651 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2352733.500000 Penalty: 3278.672363
	Iteration 17Q: 3 clusters Score -2352734 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2352820.250000 Penalty: 3278.672363
	Iteration 18Q: 3 clusters Score -2352820 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2352909.000000 Penalty: 3278.672363
	Iteration 19Q: 3 clusters Score -2352909 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2352979.500000 Penalty: 3278.672363
	Iteration 20F: 3 clusters Score -2352980 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2353033.500000 Penalty: 3278.672363
	Iteration 21Q: 3 clusters Score -2353034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2353092.750000 Penalty: 3278.672363
	Iteration 22Q: 3 clusters Score -2353093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2353148.750000 Penalty: 3278.672363
	Iteration 23Q: 3 clusters Score -2353149 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2353208.750000 Penalty: 3278.672363
	Iteration 24Q: 3 clusters Score -2353209 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2353268.000000 Penalty: 3278.672363
	Iteration 25Q: 3 clusters Score -2353268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2353301.500000 Penalty: 3278.672363
	Iteration 26Q: 3 clusters Score -2353302 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2353354.000000 Penalty: 3278.672363
	Iteration 27Q: 3 clusters Score -2353354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2353400.500000 Penalty: 3278.672363
	Iteration 28Q: 3 clusters Score -2353400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2353442.250000 Penalty: 3278.672363
	Iteration 29Q: 3 clusters Score -2353442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2353471.750000 Penalty: 3278.672363
	Iteration 30Q: 3 clusters Score -2353472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2353509.250000 Penalty: 3278.672363
	Iteration 31Q: 3 clusters Score -2353509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2353537.750000 Penalty: 3278.672363
	Iteration 32Q: 3 clusters Score -2353538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2353555.250000 Penalty: 3278.672363
	Iteration 33Q: 3 clusters Score -2353555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2353567.250000 Penalty: 3278.672363
	Iteration 34Q: 3 clusters Score -2353567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -2353583.500000 Penalty: 3278.672363
	Iteration 35Q: 3 clusters Score -2353584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2353590.750000 Penalty: 3278.672363
	Iteration 36Q: 3 clusters Score -2353591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2353602.000000 Penalty: 3278.672363
	Iteration 37Q: 3 clusters Score -2353602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -2353603.500000 Penalty: 3278.672363
	Iteration 38Q: 3 clusters Score -2353604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2353620.250000 Penalty: 3278.672363
	Iteration 39Q: 3 clusters Score -2353620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2353621.500000 Penalty: 3278.672363
	Iteration 40F: 3 clusters Score -2353622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2353635.000000 Penalty: 3278.672363
	Iteration 41Q: 3 clusters Score -2353635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2353638.250000 Penalty: 3278.672363
	Iteration 42Q: 3 clusters Score -2353638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2353646.500000 Penalty: 3278.672363
	Iteration 43Q: 3 clusters Score -2353646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -2353659.250000 Penalty: 3278.672363
	Iteration 44Q: 3 clusters Score -2353659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2353659.750000 Penalty: 3278.672363
	Iteration 45Q: 3 clusters Score -2353660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2353664.250000 Penalty: 3278.672363
	Iteration 46Q: 3 clusters Score -2353664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2353663.750000 Penalty: 3278.672363
	Iteration 47Q: 3 clusters Score -2353664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2353661.000000 Penalty: 3278.672363
	Iteration 48Q: 3 clusters Score -2353661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2353664.250000 Penalty: 3278.672363
	Iteration 49Q: 3 clusters Score -2353664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2353663.000000 Penalty: 3278.672363
	Iteration 50Q: 3 clusters Score -2353663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2353665.500000 Penalty: 3278.672363
	Iteration 51Q: 3 clusters Score -2353666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2353667.000000 Penalty: 3278.672363
	Iteration 52Q: 3 clusters Score -2353667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -2353675.000000 Penalty: 3278.672363
	Iteration 53Q: 3 clusters Score -2353675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2353677.500000 Penalty: 3278.672363
	Iteration 54Q: 3 clusters Score -2353678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2353680.500000 Penalty: 3278.672363
	Iteration 55Q: 3 clusters Score -2353680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2353682.750000 Penalty: 3278.672363
	Iteration 56Q: 3 clusters Score -2353683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2353679.750000 Penalty: 3278.672363
	Iteration 57Q: 3 clusters Score -2353680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2353679.500000 Penalty: 3278.672363
	Iteration 58Q: 3 clusters Score -2353680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2353677.500000 Penalty: 3278.672363
	Iteration 59Q: 3 clusters Score -2353678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2353677.500000 Penalty: 3278.672363
	Iteration 60F: 3 clusters Score -2353678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2353679.500000 Penalty: 3278.672363
	Iteration 61Q: 3 clusters Score -2353680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2353678.750000 Penalty: 3278.672363
	Iteration 62Q: 3 clusters Score -2353679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2353677.250000 Penalty: 3278.672363
	Iteration 63Q: 3 clusters Score -2353677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2353676.750000 Penalty: 3278.672363
	Iteration 64Q: 3 clusters Score -2353677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2353682.500000 Penalty: 3278.672363
	Iteration 65Q: 3 clusters Score -2353682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2353684.500000 Penalty: 3278.672363
	Iteration 66Q: 3 clusters Score -2353684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2353684.000000 Penalty: 3278.672363
	Iteration 67Q: 3 clusters Score -2353684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2353689.500000 Penalty: 3278.672363
	Iteration 68Q: 3 clusters Score -2353690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2353686.000000 Penalty: 3278.672363
	Iteration 69Q: 3 clusters Score -2353686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2353687.500000 Penalty: 3278.672363
	Iteration 70Q: 3 clusters Score -2353688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2353687.750000 Penalty: 3278.672363
	Iteration 71Q: 3 clusters Score -2353688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2353689.750000 Penalty: 3278.672363
	Iteration 72Q: 3 clusters Score -2353690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -2353693.250000 Penalty: 3278.672363
	Iteration 73Q: 3 clusters Score -2353693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -2353697.500000 Penalty: 3278.672363
	Iteration 74Q: 3 clusters Score -2353698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2353697.750000 Penalty: 3278.672363
	Iteration 75Q: 3 clusters Score -2353698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2353696.500000 Penalty: 3278.672363
	Iteration 76Q: 3 clusters Score -2353696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2353698.000000 Penalty: 3278.672363
	Iteration 77Q: 3 clusters Score -2353698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2353698.000000 Penalty: 3278.672363
	Iteration 78F: 3 clusters Score -2353698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Entering Unmasked Estep 
Score: -799229.625000 Penalty: 1460.195923
	Iteration 0F: 2 clusters Score -799229.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -793312.500000 Penalty: 2920.391846
	Iteration 0F: 3 clusters Score -793312.5 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -794998.687500 Penalty: 2920.391846
	Iteration 1F: 3 clusters Score -794998.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -795225.812500 Penalty: 2920.391846
	Iteration 2F: 3 clusters Score -795225.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -795408.687500 Penalty: 2920.391846
	Iteration 3F: 3 clusters Score -795408.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -795561.312500 Penalty: 2920.391846
	Iteration 4Q: 3 clusters Score -795561.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -795677.625000 Penalty: 2920.391846
	Iteration 5Q: 3 clusters Score -795677.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -795779.437500 Penalty: 2920.391846
	Iteration 6Q: 3 clusters Score -795779.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -795889.500000 Penalty: 2920.391846
	Iteration 7Q: 3 clusters Score -795889.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -796010.187500 Penalty: 2920.391846
	Iteration 8Q: 3 clusters Score -796010.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -796150.187500 Penalty: 2920.391846
	Iteration 9Q: 3 clusters Score -796150.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -796301.062500 Penalty: 2920.391846
	Iteration 10Q: 3 clusters Score -796301.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -796476.250000 Penalty: 2920.391846
	Iteration 11Q: 3 clusters Score -796476.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -796657.875000 Penalty: 2920.391846
	Iteration 12Q: 3 clusters Score -796657.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -796867.875000 Penalty: 2920.391846
	Iteration 13Q: 3 clusters Score -796867.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -797075.187500 Penalty: 2920.391846
	Iteration 14Q: 3 clusters Score -797075.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -797297.500000 Penalty: 2920.391846
	Iteration 15Q: 3 clusters Score -797297.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -797496.875000 Penalty: 2920.391846
	Iteration 16Q: 3 clusters Score -797496.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -797644.875000 Penalty: 2920.391846
	Iteration 17Q: 3 clusters Score -797644.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -797757.312500 Penalty: 2920.391846
	Iteration 18Q: 3 clusters Score -797757.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -797817.187500 Penalty: 2920.391846
	Iteration 19Q: 3 clusters Score -797817.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -797857.437500 Penalty: 2920.391846
	Iteration 20F: 3 clusters Score -797857.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -797877.875000 Penalty: 2920.391846
	Iteration 21Q: 3 clusters Score -797877.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -797903.500000 Penalty: 2920.391846
	Iteration 22Q: 3 clusters Score -797903.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -797928.375000 Penalty: 2920.391846
	Iteration 23Q: 3 clusters Score -797928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -797942.250000 Penalty: 2920.391846
	Iteration 24Q: 3 clusters Score -797942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -797946.937500 Penalty: 2920.391846
	Iteration 25Q: 3 clusters Score -797946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -797950.187500 Penalty: 2920.391846
	Iteration 26Q: 3 clusters Score -797950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -797952.937500 Penalty: 2920.391846
	Iteration 27Q: 3 clusters Score -797952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -797954.437500 Penalty: 2920.391846
	Iteration 28Q: 3 clusters Score -797954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -797954.812500 Penalty: 2920.391846
	Iteration 29Q: 3 clusters Score -797954.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -797954.812500 Penalty: 2920.391846
	Iteration 30F: 3 clusters Score -797954.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -240177.343750 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -240177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -237819.796875 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -237819.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -238392.343750 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -238392.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -238500.984375 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -238501 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -238591.718750 Penalty: 2528.326904
	Iteration 3F: 3 clusters Score -238591.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -238650.875000 Penalty: 2528.326904
	Iteration 4Q: 3 clusters Score -238650.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -238707.515625 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -238707.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -238756.390625 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -238756.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238798.390625 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -238798.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -238853.625000 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -238853.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -238881.015625 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -238881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -238907.984375 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -238908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -238940.359375 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -238940.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -238976.234375 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -238976.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -239006.937500 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -239006.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -239028.468750 Penalty: 2528.326904
	Iteration 14Q: 3 clusters Score -239028.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -239038.546875 Penalty: 2528.326904
	Iteration 15Q: 3 clusters Score -239038.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -239046.109375 Penalty: 2528.326904
	Iteration 16Q: 3 clusters Score -239046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -239051.687500 Penalty: 2528.326904
	Iteration 17Q: 3 clusters Score -239051.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -239055.531250 Penalty: 2528.326904
	Iteration 18Q: 3 clusters Score -239055.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -239061.000000 Penalty: 2528.326904
	Iteration 19Q: 3 clusters Score -239061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -239065.234375 Penalty: 2528.326904
	Iteration 20F: 3 clusters Score -239065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -239069.812500 Penalty: 2528.326904
	Iteration 21Q: 3 clusters Score -239069.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -239074.500000 Penalty: 2528.326904
	Iteration 22Q: 3 clusters Score -239074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -239077.640625 Penalty: 2528.326904
	Iteration 23Q: 3 clusters Score -239077.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -239080.937500 Penalty: 2528.326904
	Iteration 24Q: 3 clusters Score -239080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -239081.953125 Penalty: 2528.326904
	Iteration 25Q: 3 clusters Score -239082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239082.984375 Penalty: 2528.326904
	Iteration 26Q: 3 clusters Score -239083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -239083.218750 Penalty: 2528.326904
	Iteration 27Q: 3 clusters Score -239083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -239083.031250 Penalty: 2528.326904
	Iteration 28Q: 3 clusters Score -239083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -239083.031250 Penalty: 2528.326904
	Iteration 29F: 3 clusters Score -239083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Entering Unmasked Estep 
Score: -940401.375000 Penalty: 1504.314453
	Iteration 0F: 2 clusters Score -940401.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -932846.625000 Penalty: 3008.628906
	Iteration 0F: 3 clusters Score -932846.6 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -935316.375000 Penalty: 3008.628906
	Iteration 1F: 3 clusters Score -935316.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -935609.437500 Penalty: 3008.628906
	Iteration 2F: 3 clusters Score -935609.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -935897.812500 Penalty: 3008.628906
	Iteration 3F: 3 clusters Score -935897.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -936199.375000 Penalty: 3008.628906
	Iteration 4F: 3 clusters Score -936199.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -936468.500000 Penalty: 3008.628906
	Iteration 5F: 3 clusters Score -936468.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -936708.500000 Penalty: 3008.628906
	Iteration 6Q: 3 clusters Score -936708.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -936946.125000 Penalty: 3008.628906
	Iteration 7Q: 3 clusters Score -936946.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -937158.125000 Penalty: 3008.628906
	Iteration 8Q: 3 clusters Score -937158.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -937352.750000 Penalty: 3008.628906
	Iteration 9Q: 3 clusters Score -937352.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -937544.812500 Penalty: 3008.628906
	Iteration 10Q: 3 clusters Score -937544.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -937724.000000 Penalty: 3008.628906
	Iteration 11Q: 3 clusters Score -937724 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -937855.187500 Penalty: 3008.628906
	Iteration 12Q: 3 clusters Score -937855.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -937976.500000 Penalty: 3008.628906
	Iteration 13Q: 3 clusters Score -937976.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -938088.500000 Penalty: 3008.628906
	Iteration 14Q: 3 clusters Score -938088.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -938201.875000 Penalty: 3008.628906
	Iteration 15Q: 3 clusters Score -938201.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -938305.312500 Penalty: 3008.628906
	Iteration 16Q: 3 clusters Score -938305.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -938399.937500 Penalty: 3008.628906
	Iteration 17Q: 3 clusters Score -938399.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -938470.375000 Penalty: 3008.628906
	Iteration 18Q: 3 clusters Score -938470.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -938531.562500 Penalty: 3008.628906
	Iteration 19Q: 3 clusters Score -938531.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -938601.375000 Penalty: 3008.628906
	Iteration 20F: 3 clusters Score -938601.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -938672.312500 Penalty: 3008.628906
	Iteration 21Q: 3 clusters Score -938672.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -938743.687500 Penalty: 3008.628906
	Iteration 22Q: 3 clusters Score -938743.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -938799.687500 Penalty: 3008.628906
	Iteration 23Q: 3 clusters Score -938799.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -938838.687500 Penalty: 3008.628906
	Iteration 24Q: 3 clusters Score -938838.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -938867.250000 Penalty: 3008.628906
	Iteration 25Q: 3 clusters Score -938867.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -938898.000000 Penalty: 3008.628906
	Iteration 26Q: 3 clusters Score -938898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -938934.312500 Penalty: 3008.628906
	Iteration 27Q: 3 clusters Score -938934.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -938964.062500 Penalty: 3008.628906
	Iteration 28Q: 3 clusters Score -938964.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -938994.125000 Penalty: 3008.628906
	Iteration 29Q: 3 clusters Score -938994.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -939017.187500 Penalty: 3008.628906
	Iteration 30Q: 3 clusters Score -939017.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -939033.562500 Penalty: 3008.628906
	Iteration 31Q: 3 clusters Score -939033.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -939054.625000 Penalty: 3008.628906
	Iteration 32Q: 3 clusters Score -939054.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -939070.562500 Penalty: 3008.628906
	Iteration 33Q: 3 clusters Score -939070.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -939078.812500 Penalty: 3008.628906
	Iteration 34Q: 3 clusters Score -939078.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -939090.750000 Penalty: 3008.628906
	Iteration 35Q: 3 clusters Score -939090.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -939097.437500 Penalty: 3008.628906
	Iteration 36Q: 3 clusters Score -939097.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -939110.750000 Penalty: 3008.628906
	Iteration 37Q: 3 clusters Score -939110.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -939118.875000 Penalty: 3008.628906
	Iteration 38Q: 3 clusters Score -939118.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -939126.250000 Penalty: 3008.628906
	Iteration 39Q: 3 clusters Score -939126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -939131.500000 Penalty: 3008.628906
	Iteration 40F: 3 clusters Score -939131.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -939138.000000 Penalty: 3008.628906
	Iteration 41Q: 3 clusters Score -939138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -939144.375000 Penalty: 3008.628906
	Iteration 42Q: 3 clusters Score -939144.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -939153.250000 Penalty: 3008.628906
	Iteration 43Q: 3 clusters Score -939153.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -939159.375000 Penalty: 3008.628906
	Iteration 44Q: 3 clusters Score -939159.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -939165.062500 Penalty: 3008.628906
	Iteration 45Q: 3 clusters Score -939165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -939167.187500 Penalty: 3008.628906
	Iteration 46Q: 3 clusters Score -939167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -939172.312500 Penalty: 3008.628906
	Iteration 47Q: 3 clusters Score -939172.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -939179.687500 Penalty: 3008.628906
	Iteration 48Q: 3 clusters Score -939179.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -939183.750000 Penalty: 3008.628906
	Iteration 49Q: 3 clusters Score -939183.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -939188.000000 Penalty: 3008.628906
	Iteration 50Q: 3 clusters Score -939188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -939190.875000 Penalty: 3008.628906
	Iteration 51Q: 3 clusters Score -939190.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -939192.625000 Penalty: 3008.628906
	Iteration 52Q: 3 clusters Score -939192.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -939195.875000 Penalty: 3008.628906
	Iteration 53Q: 3 clusters Score -939195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -939201.062500 Penalty: 3008.628906
	Iteration 54Q: 3 clusters Score -939201.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -939206.562500 Penalty: 3008.628906
	Iteration 55Q: 3 clusters Score -939206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -939216.500000 Penalty: 3008.628906
	Iteration 56Q: 3 clusters Score -939216.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -939223.937500 Penalty: 3008.628906
	Iteration 57Q: 3 clusters Score -939223.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -939229.000000 Penalty: 3008.628906
	Iteration 58Q: 3 clusters Score -939229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -939238.562500 Penalty: 3008.628906
	Iteration 59Q: 3 clusters Score -939238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -939243.750000 Penalty: 3008.628906
	Iteration 60F: 3 clusters Score -939243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -939247.875000 Penalty: 3008.628906
	Iteration 61Q: 3 clusters Score -939247.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -939251.375000 Penalty: 3008.628906
	Iteration 62Q: 3 clusters Score -939251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -939256.437500 Penalty: 3008.628906
	Iteration 63Q: 3 clusters Score -939256.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -939261.750000 Penalty: 3008.628906
	Iteration 64Q: 3 clusters Score -939261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -939266.000000 Penalty: 3008.628906
	Iteration 65Q: 3 clusters Score -939266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -939268.375000 Penalty: 3008.628906
	Iteration 66Q: 3 clusters Score -939268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -939272.250000 Penalty: 3008.628906
	Iteration 67Q: 3 clusters Score -939272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -939276.187500 Penalty: 3008.628906
	Iteration 68Q: 3 clusters Score -939276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -939276.625000 Penalty: 3008.628906
	Iteration 69Q: 3 clusters Score -939276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -939274.562500 Penalty: 3008.628906
	Iteration 70Q: 3 clusters Score -939274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -939274.562500 Penalty: 3008.628906
	Iteration 71F: 3 clusters Score -939274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -128212.414062 Penalty: 1177.650635
	Iteration 0F: 2 clusters Score -128212.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126560.437500 Penalty: 2355.301270
	Iteration 0F: 3 clusters Score -126560.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -126985.851562 Penalty: 2355.301270
	Iteration 1F: 3 clusters Score -126985.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127088.531250 Penalty: 2355.301270
	Iteration 2F: 3 clusters Score -127088.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -127146.867188 Penalty: 2355.301270
	Iteration 3Q: 3 clusters Score -127146.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -127197.226562 Penalty: 2355.301270
	Iteration 4Q: 3 clusters Score -127197.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127242.218750 Penalty: 2355.301270
	Iteration 5Q: 3 clusters Score -127242.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -127307.234375 Penalty: 2355.301270
	Iteration 6Q: 3 clusters Score -127307.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127378.921875 Penalty: 2355.301270
	Iteration 7Q: 3 clusters Score -127378.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127474.101562 Penalty: 2355.301270
	Iteration 8Q: 3 clusters Score -127474.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -127578.164062 Penalty: 2355.301270
	Iteration 9Q: 3 clusters Score -127578.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -127664.031250 Penalty: 2355.301270
	Iteration 10Q: 3 clusters Score -127664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -127732.429688 Penalty: 2355.301270
	Iteration 11Q: 3 clusters Score -127732.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -127796.500000 Penalty: 2355.301270
	Iteration 12Q: 3 clusters Score -127796.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -127827.273438 Penalty: 2355.301270
	Iteration 13Q: 3 clusters Score -127827.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -127843.765625 Penalty: 2355.301270
	Iteration 14Q: 3 clusters Score -127843.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -127862.765625 Penalty: 2355.301270
	Iteration 15Q: 3 clusters Score -127862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -127876.773438 Penalty: 2355.301270
	Iteration 16Q: 3 clusters Score -127876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -127885.609375 Penalty: 2355.301270
	Iteration 17Q: 3 clusters Score -127885.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -127900.156250 Penalty: 2355.301270
	Iteration 18Q: 3 clusters Score -127900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -127907.437500 Penalty: 2355.301270
	Iteration 19Q: 3 clusters Score -127907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -127986.078125 Penalty: 2355.301270
	Iteration 20F: 3 clusters Score -127986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -128027.554688 Penalty: 2355.301270
	Iteration 21Q: 3 clusters Score -128027.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -128056.945312 Penalty: 2355.301270
	Iteration 22Q: 3 clusters Score -128056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -128065.593750 Penalty: 2355.301270
	Iteration 23Q: 3 clusters Score -128065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -128068.921875 Penalty: 2355.301270
	Iteration 24Q: 3 clusters Score -128068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -128073.765625 Penalty: 2355.301270
	Iteration 25Q: 3 clusters Score -128073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -128073.765625 Penalty: 2355.301270
	Iteration 26F: 3 clusters Score -128073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (60928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Entering Unmasked Estep 
Score: -6042042.500000 Penalty: 1790.335327
	Iteration 0F: 2 clusters Score -6042042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -6001483.000000 Penalty: 3580.670654
	Iteration 0F: 3 clusters Score -6001483 nChanged 28781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -6018054.000000 Penalty: 3580.670654
	Iteration 1F: 3 clusters Score -6018054 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6018860.500000 Penalty: 3580.670654
	Iteration 2Q: 3 clusters Score -6018860 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -6019849.500000 Penalty: 3580.670654
	Iteration 3Q: 3 clusters Score -6019850 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -6021042.500000 Penalty: 3580.670654
	Iteration 4Q: 3 clusters Score -6021042 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -6022247.000000 Penalty: 3580.670654
	Iteration 5Q: 3 clusters Score -6022247 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -6023601.000000 Penalty: 3580.670654
	Iteration 6Q: 3 clusters Score -6023601 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -6024998.000000 Penalty: 3580.670654
	Iteration 7Q: 3 clusters Score -6024998 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -6026489.000000 Penalty: 3580.670654
	Iteration 8Q: 3 clusters Score -6026489 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -6028174.000000 Penalty: 3580.670654
	Iteration 9Q: 3 clusters Score -6028174 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -6029989.000000 Penalty: 3580.670654
	Iteration 10Q: 3 clusters Score -6029989 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -6031648.500000 Penalty: 3580.670654
	Iteration 11Q: 3 clusters Score -6031648 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -6033265.000000 Penalty: 3580.670654
	Iteration 12Q: 3 clusters Score -6033265 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -6034624.500000 Penalty: 3580.670654
	Iteration 13Q: 3 clusters Score -6034624 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -6035716.000000 Penalty: 3580.670654
	Iteration 14Q: 3 clusters Score -6035716 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -6036672.500000 Penalty: 3580.670654
	Iteration 15Q: 3 clusters Score -6036672 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -6037485.500000 Penalty: 3580.670654
	Iteration 16Q: 3 clusters Score -6037486 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -6038188.000000 Penalty: 3580.670654
	Iteration 17Q: 3 clusters Score -6038188 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -6038750.000000 Penalty: 3580.670654
	Iteration 18Q: 3 clusters Score -6038750 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -6039240.000000 Penalty: 3580.670654
	Iteration 19Q: 3 clusters Score -6039240 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -6039626.000000 Penalty: 3580.670654
	Iteration 20F: 3 clusters Score -6039626 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -6039881.000000 Penalty: 3580.670654
	Iteration 21Q: 3 clusters Score -6039881 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -6040086.000000 Penalty: 3580.670654
	Iteration 22Q: 3 clusters Score -6040086 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -6040188.500000 Penalty: 3580.670654
	Iteration 23Q: 3 clusters Score -6040188 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -6040297.500000 Penalty: 3580.670654
	Iteration 24Q: 3 clusters Score -6040298 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 60289 members 
Entering Unmasked Estep 
Score: -6040356.500000 Penalty: 3580.670654
	Iteration 25Q: 3 clusters Score -6040356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -6040405.000000 Penalty: 3580.670654
	Iteration 26Q: 3 clusters Score -6040405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -6040429.500000 Penalty: 3580.670654
	Iteration 27Q: 3 clusters Score -6040430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -6040465.000000 Penalty: 3580.670654
	Iteration 28Q: 3 clusters Score -6040465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -6040486.000000 Penalty: 3580.670654
	Iteration 29Q: 3 clusters Score -6040486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -6040497.000000 Penalty: 3580.670654
	Iteration 30Q: 3 clusters Score -6040497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -6040507.000000 Penalty: 3580.670654
	Iteration 31Q: 3 clusters Score -6040507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -6040525.500000 Penalty: 3580.670654
	Iteration 32Q: 3 clusters Score -6040526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -6040532.500000 Penalty: 3580.670654
	Iteration 33Q: 3 clusters Score -6040532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -6040532.000000 Penalty: 3580.670654
	Iteration 34Q: 3 clusters Score -6040532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -6040534.500000 Penalty: 3580.670654
	Iteration 35Q: 3 clusters Score -6040534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -6040537.500000 Penalty: 3580.670654
	Iteration 36Q: 3 clusters Score -6040538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -6040543.000000 Penalty: 3580.670654
	Iteration 37Q: 3 clusters Score -6040543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -6040547.500000 Penalty: 3580.670654
	Iteration 38Q: 3 clusters Score -6040548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -6040553.000000 Penalty: 3580.670654
	Iteration 39Q: 3 clusters Score -6040553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -6040557.500000 Penalty: 3580.670654
	Iteration 40F: 3 clusters Score -6040558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -6040552.000000 Penalty: 3580.670654
	Iteration 41Q: 3 clusters Score -6040552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -6040555.500000 Penalty: 3580.670654
	Iteration 42Q: 3 clusters Score -6040556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -6040558.500000 Penalty: 3580.670654
	Iteration 43Q: 3 clusters Score -6040558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -6040563.000000 Penalty: 3580.670654
	Iteration 44Q: 3 clusters Score -6040563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -6040563.000000 Penalty: 3580.670654
	Iteration 45Q: 3 clusters Score -6040563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -6040562.500000 Penalty: 3580.670654
	Iteration 46Q: 3 clusters Score -6040562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -6040568.000000 Penalty: 3580.670654
	Iteration 47Q: 3 clusters Score -6040568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -6040568.000000 Penalty: 3580.670654
	Iteration 48Q: 3 clusters Score -6040568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -6040567.000000 Penalty: 3580.670654
	Iteration 49Q: 3 clusters Score -6040567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -6040565.500000 Penalty: 3580.670654
	Iteration 50Q: 3 clusters Score -6040566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -6040566.500000 Penalty: 3580.670654
	Iteration 51Q: 3 clusters Score -6040566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -6040566.500000 Penalty: 3580.670654
	Iteration 52F: 3 clusters Score -6040566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Entering Unmasked Estep 
Score: -10678974.000000 Penalty: 1882.976929
	Iteration 0F: 2 clusters Score -1.067897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -10607778.000000 Penalty: 3765.953857
	Iteration 0F: 3 clusters Score -1.060778e+07 nChanged 51628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -10638099.000000 Penalty: 3765.953857
	Iteration 1F: 3 clusters Score -1.06381e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -10639296.000000 Penalty: 3765.953857
	Iteration 2Q: 3 clusters Score -1.06393e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -10641141.000000 Penalty: 3765.953857
	Iteration 3Q: 3 clusters Score -1.064114e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -10644344.000000 Penalty: 3765.953857
	Iteration 4F: 3 clusters Score -1.064434e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -10648581.000000 Penalty: 3765.953857
	Iteration 5F: 3 clusters Score -1.064858e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -10654328.000000 Penalty: 3765.953857
	Iteration 6F: 3 clusters Score -1.065433e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -10660979.000000 Penalty: 3765.953857
	Iteration 7F: 3 clusters Score -1.066098e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10667279.000000 Penalty: 3765.953857
	Iteration 8F: 3 clusters Score -1.066728e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -10672011.000000 Penalty: 3765.953857
	Iteration 9F: 3 clusters Score -1.067201e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -10674971.000000 Penalty: 3765.953857
	Iteration 10Q: 3 clusters Score -1.067497e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10676407.000000 Penalty: 3765.953857
	Iteration 11Q: 3 clusters Score -1.067641e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10677049.000000 Penalty: 3765.953857
	Iteration 12Q: 3 clusters Score -1.067705e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107351 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -10677327.000000 Penalty: 3765.953857
	Iteration 13Q: 3 clusters Score -1.067733e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10677478.000000 Penalty: 3765.953857
	Iteration 14Q: 3 clusters Score -1.067748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10677560.000000 Penalty: 3765.953857
	Iteration 15Q: 3 clusters Score -1.067756e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10677609.000000 Penalty: 3765.953857
	Iteration 16Q: 3 clusters Score -1.067761e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10677661.000000 Penalty: 3765.953857
	Iteration 17Q: 3 clusters Score -1.067766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107508 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10677679.000000 Penalty: 3765.953857
	Iteration 18Q: 3 clusters Score -1.067768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10677685.000000 Penalty: 3765.953857
	Iteration 19Q: 3 clusters Score -1.067768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10677722.000000 Penalty: 3765.953857
	Iteration 20F: 3 clusters Score -1.067772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107501 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10677735.000000 Penalty: 3765.953857
	Iteration 21Q: 3 clusters Score -1.067774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10677752.000000 Penalty: 3765.953857
	Iteration 22Q: 3 clusters Score -1.067775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107498 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10677767.000000 Penalty: 3765.953857
	Iteration 23Q: 3 clusters Score -1.067777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10677755.000000 Penalty: 3765.953857
	Iteration 24Q: 3 clusters Score -1.067776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10677766.000000 Penalty: 3765.953857
	Iteration 25Q: 3 clusters Score -1.067777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10677768.000000 Penalty: 3765.953857
	Iteration 26Q: 3 clusters Score -1.067777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10677768.000000 Penalty: 3765.953857
	Iteration 27F: 3 clusters Score -1.067777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Entering Unmasked Estep 
Score: -1746823.125000 Penalty: 1588.737671
	Iteration 0F: 2 clusters Score -1746823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1734661.750000 Penalty: 3177.475342
	Iteration 0F: 3 clusters Score -1734662 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1738929.375000 Penalty: 3177.475342
	Iteration 1F: 3 clusters Score -1738929 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1739271.750000 Penalty: 3177.475342
	Iteration 2F: 3 clusters Score -1739272 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1739591.500000 Penalty: 3177.475342
	Iteration 3Q: 3 clusters Score -1739592 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1739938.125000 Penalty: 3177.475342
	Iteration 4Q: 3 clusters Score -1739938 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1740327.375000 Penalty: 3177.475342
	Iteration 5Q: 3 clusters Score -1740327 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1740733.250000 Penalty: 3177.475342
	Iteration 6Q: 3 clusters Score -1740733 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1741147.875000 Penalty: 3177.475342
	Iteration 7Q: 3 clusters Score -1741148 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1741631.750000 Penalty: 3177.475342
	Iteration 8Q: 3 clusters Score -1741632 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1742186.000000 Penalty: 3177.475342
	Iteration 9F: 3 clusters Score -1742186 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1742759.625000 Penalty: 3177.475342
	Iteration 10F: 3 clusters Score -1742760 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1743386.750000 Penalty: 3177.475342
	Iteration 11Q: 3 clusters Score -1743387 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1744021.375000 Penalty: 3177.475342
	Iteration 12Q: 3 clusters Score -1744021 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1744549.500000 Penalty: 3177.475342
	Iteration 13Q: 3 clusters Score -1744550 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1744924.500000 Penalty: 3177.475342
	Iteration 14Q: 3 clusters Score -1744924 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1745141.375000 Penalty: 3177.475342
	Iteration 15Q: 3 clusters Score -1745141 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1745289.625000 Penalty: 3177.475342
	Iteration 16Q: 3 clusters Score -1745290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1745374.125000 Penalty: 3177.475342
	Iteration 17Q: 3 clusters Score -1745374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1745412.875000 Penalty: 3177.475342
	Iteration 18Q: 3 clusters Score -1745413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1745438.125000 Penalty: 3177.475342
	Iteration 19Q: 3 clusters Score -1745438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1745453.625000 Penalty: 3177.475342
	Iteration 20F: 3 clusters Score -1745454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1745464.625000 Penalty: 3177.475342
	Iteration 21Q: 3 clusters Score -1745465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1745473.250000 Penalty: 3177.475342
	Iteration 22Q: 3 clusters Score -1745473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1745480.250000 Penalty: 3177.475342
	Iteration 23Q: 3 clusters Score -1745480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1745486.750000 Penalty: 3177.475342
	Iteration 24Q: 3 clusters Score -1745487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1745489.875000 Penalty: 3177.475342
	Iteration 25Q: 3 clusters Score -1745490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1745491.375000 Penalty: 3177.475342
	Iteration 26Q: 3 clusters Score -1745491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1745493.125000 Penalty: 3177.475342
	Iteration 27Q: 3 clusters Score -1745493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1745492.250000 Penalty: 3177.475342
	Iteration 28Q: 3 clusters Score -1745492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1745492.250000 Penalty: 3177.475342
	Iteration 29F: 3 clusters Score -1745492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Entering Unmasked Estep 
Score: -875232.125000 Penalty: 1477.011597
	Iteration 0F: 2 clusters Score -875232.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -868773.375000 Penalty: 2954.023193
	Iteration 0F: 3 clusters Score -868773.4 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -870908.812500 Penalty: 2954.023193
	Iteration 1F: 3 clusters Score -870908.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -871195.687500 Penalty: 2954.023193
	Iteration 2F: 3 clusters Score -871195.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -871453.500000 Penalty: 2954.023193
	Iteration 3F: 3 clusters Score -871453.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -871721.625000 Penalty: 2954.023193
	Iteration 4F: 3 clusters Score -871721.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -871965.062500 Penalty: 2954.023193
	Iteration 5Q: 3 clusters Score -871965.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -872172.187500 Penalty: 2954.023193
	Iteration 6Q: 3 clusters Score -872172.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -872367.312500 Penalty: 2954.023193
	Iteration 7Q: 3 clusters Score -872367.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -872580.437500 Penalty: 2954.023193
	Iteration 8Q: 3 clusters Score -872580.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -872825.625000 Penalty: 2954.023193
	Iteration 9Q: 3 clusters Score -872825.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -873094.750000 Penalty: 2954.023193
	Iteration 10Q: 3 clusters Score -873094.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -873338.375000 Penalty: 2954.023193
	Iteration 11Q: 3 clusters Score -873338.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -873553.812500 Penalty: 2954.023193
	Iteration 12Q: 3 clusters Score -873553.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -873731.625000 Penalty: 2954.023193
	Iteration 13Q: 3 clusters Score -873731.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -873859.000000 Penalty: 2954.023193
	Iteration 14Q: 3 clusters Score -873859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -873933.937500 Penalty: 2954.023193
	Iteration 15Q: 3 clusters Score -873933.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -873979.250000 Penalty: 2954.023193
	Iteration 16Q: 3 clusters Score -873979.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -874018.875000 Penalty: 2954.023193
	Iteration 17Q: 3 clusters Score -874018.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -874040.437500 Penalty: 2954.023193
	Iteration 18Q: 3 clusters Score -874040.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -874055.250000 Penalty: 2954.023193
	Iteration 19Q: 3 clusters Score -874055.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -874062.750000 Penalty: 2954.023193
	Iteration 20F: 3 clusters Score -874062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -874069.312500 Penalty: 2954.023193
	Iteration 21Q: 3 clusters Score -874069.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -874071.062500 Penalty: 2954.023193
	Iteration 22Q: 3 clusters Score -874071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -874071.750000 Penalty: 2954.023193
	Iteration 23Q: 3 clusters Score -874071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -874071.750000 Penalty: 2954.023193
	Iteration 24F: 3 clusters Score -874071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -343198.531250 Penalty: 1330.164673
	Iteration 0F: 2 clusters Score -343198.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -340050.531250 Penalty: 2660.329346
	Iteration 0F: 3 clusters Score -340050.5 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -340899.593750 Penalty: 2660.329346
	Iteration 1F: 3 clusters Score -340899.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -341152.406250 Penalty: 2660.329346
	Iteration 2F: 3 clusters Score -341152.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -341400.062500 Penalty: 2660.329346
	Iteration 3F: 3 clusters Score -341400.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -341607.843750 Penalty: 2660.329346
	Iteration 4F: 3 clusters Score -341607.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -341783.781250 Penalty: 2660.329346
	Iteration 5F: 3 clusters Score -341783.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -341903.937500 Penalty: 2660.329346
	Iteration 6Q: 3 clusters Score -341903.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -341992.125000 Penalty: 2660.329346
	Iteration 7Q: 3 clusters Score -341992.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -342060.281250 Penalty: 2660.329346
	Iteration 8Q: 3 clusters Score -342060.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -342105.812500 Penalty: 2660.329346
	Iteration 9Q: 3 clusters Score -342105.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -342143.031250 Penalty: 2660.329346
	Iteration 10Q: 3 clusters Score -342143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -342171.656250 Penalty: 2660.329346
	Iteration 11Q: 3 clusters Score -342171.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -342190.093750 Penalty: 2660.329346
	Iteration 12Q: 3 clusters Score -342190.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -342206.218750 Penalty: 2660.329346
	Iteration 13Q: 3 clusters Score -342206.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -342216.000000 Penalty: 2660.329346
	Iteration 14Q: 3 clusters Score -342216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -342229.125000 Penalty: 2660.329346
	Iteration 15Q: 3 clusters Score -342229.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -342243.812500 Penalty: 2660.329346
	Iteration 16Q: 3 clusters Score -342243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -342260.062500 Penalty: 2660.329346
	Iteration 17Q: 3 clusters Score -342260.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -342269.062500 Penalty: 2660.329346
	Iteration 18Q: 3 clusters Score -342269.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -342279.218750 Penalty: 2660.329346
	Iteration 19Q: 3 clusters Score -342279.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -342287.906250 Penalty: 2660.329346
	Iteration 20F: 3 clusters Score -342287.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -342294.406250 Penalty: 2660.329346
	Iteration 21Q: 3 clusters Score -342294.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -342299.343750 Penalty: 2660.329346
	Iteration 22Q: 3 clusters Score -342299.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -342304.531250 Penalty: 2660.329346
	Iteration 23Q: 3 clusters Score -342304.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -342308.093750 Penalty: 2660.329346
	Iteration 24Q: 3 clusters Score -342308.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -342314.250000 Penalty: 2660.329346
	Iteration 25Q: 3 clusters Score -342314.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -342318.343750 Penalty: 2660.329346
	Iteration 26Q: 3 clusters Score -342318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -342319.093750 Penalty: 2660.329346
	Iteration 27Q: 3 clusters Score -342319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -342319.500000 Penalty: 2660.329346
	Iteration 28Q: 3 clusters Score -342319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -342319.500000 Penalty: 2660.329346
	Iteration 29F: 3 clusters Score -342319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Entering Unmasked Estep 
Score: -12245531.000000 Penalty: 1905.083618
	Iteration 0F: 2 clusters Score -1.224553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -12164331.000000 Penalty: 3810.167236
	Iteration 0F: 3 clusters Score -1.216433e+07 nChanged 58905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -12200414.000000 Penalty: 3810.167236
	Iteration 1F: 3 clusters Score -1.220041e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -12202853.000000 Penalty: 3810.167236
	Iteration 2Q: 3 clusters Score -1.220285e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -12207163.000000 Penalty: 3810.167236
	Iteration 3F: 3 clusters Score -1.220716e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -12214102.000000 Penalty: 3810.167236
	Iteration 4F: 3 clusters Score -1.22141e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -12222732.000000 Penalty: 3810.167236
	Iteration 5F: 3 clusters Score -1.222273e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 108924 members 
Entering Unmasked Estep 
Score: -12230871.000000 Penalty: 3810.167236
	Iteration 6F: 3 clusters Score -1.223087e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 115463 members 
Entering Unmasked Estep 
Score: -12236813.000000 Penalty: 3810.167236
	Iteration 7F: 3 clusters Score -1.223681e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 119455 members 
Entering Unmasked Estep 
Score: -12240386.000000 Penalty: 3810.167236
	Iteration 8Q: 3 clusters Score -1.224039e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 121639 members 
Entering Unmasked Estep 
Score: -12242381.000000 Penalty: 3810.167236
	Iteration 9Q: 3 clusters Score -1.224238e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -12243239.000000 Penalty: 3810.167236
	Iteration 10Q: 3 clusters Score -1.224324e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -12243615.000000 Penalty: 3810.167236
	Iteration 11Q: 3 clusters Score -1.224362e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 123088 members 
Entering Unmasked Estep 
Score: -12243740.000000 Penalty: 3810.167236
	Iteration 12Q: 3 clusters Score -1.224374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -12243802.000000 Penalty: 3810.167236
	Iteration 13Q: 3 clusters Score -1.22438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -12243841.000000 Penalty: 3810.167236
	Iteration 14Q: 3 clusters Score -1.224384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 123176 members 
Entering Unmasked Estep 
Score: -12243859.000000 Penalty: 3810.167236
	Iteration 15Q: 3 clusters Score -1.224386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 123184 members 
Entering Unmasked Estep 
Score: -12243889.000000 Penalty: 3810.167236
	Iteration 16Q: 3 clusters Score -1.224389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -12243906.000000 Penalty: 3810.167236
	Iteration 17Q: 3 clusters Score -1.224391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 123199 members 
Entering Unmasked Estep 
Score: -12243907.000000 Penalty: 3810.167236
	Iteration 18Q: 3 clusters Score -1.224391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 123201 members 
Entering Unmasked Estep 
Score: -12243922.000000 Penalty: 3810.167236
	Iteration 19Q: 3 clusters Score -1.224392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 123203 members 
Entering Unmasked Estep 
Score: -12243922.000000 Penalty: 3810.167236
	Iteration 20F: 3 clusters Score -1.224392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -12243924.000000 Penalty: 3810.167236
	Iteration 21Q: 3 clusters Score -1.224392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 123209 members 
Entering Unmasked Estep 
Score: -12243933.000000 Penalty: 3810.167236
	Iteration 22Q: 3 clusters Score -1.224393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -12243935.000000 Penalty: 3810.167236
	Iteration 23Q: 3 clusters Score -1.224394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -12243939.000000 Penalty: 3810.167236
	Iteration 24Q: 3 clusters Score -1.224394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -12243939.000000 Penalty: 3810.167236
	Iteration 25F: 3 clusters Score -1.224394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Entering Unmasked Estep 
Score: -1631224.375000 Penalty: 1579.057739
	Iteration 0F: 2 clusters Score -1631224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1619769.750000 Penalty: 3158.115479
	Iteration 0F: 3 clusters Score -1619770 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1623857.000000 Penalty: 3158.115479
	Iteration 1F: 3 clusters Score -1623857 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1624158.625000 Penalty: 3158.115479
	Iteration 2F: 3 clusters Score -1624159 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1624413.000000 Penalty: 3158.115479
	Iteration 3Q: 3 clusters Score -1624413 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1624663.500000 Penalty: 3158.115479
	Iteration 4Q: 3 clusters Score -1624664 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1624932.875000 Penalty: 3158.115479
	Iteration 5Q: 3 clusters Score -1624933 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1625255.125000 Penalty: 3158.115479
	Iteration 6Q: 3 clusters Score -1625255 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1625658.000000 Penalty: 3158.115479
	Iteration 7Q: 3 clusters Score -1625658 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1626161.375000 Penalty: 3158.115479
	Iteration 8Q: 3 clusters Score -1626161 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1626686.625000 Penalty: 3158.115479
	Iteration 9Q: 3 clusters Score -1626687 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1627166.000000 Penalty: 3158.115479
	Iteration 10Q: 3 clusters Score -1627166 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1627494.500000 Penalty: 3158.115479
	Iteration 11Q: 3 clusters Score -1627494 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1627677.750000 Penalty: 3158.115479
	Iteration 12Q: 3 clusters Score -1627678 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1627773.125000 Penalty: 3158.115479
	Iteration 13Q: 3 clusters Score -1627773 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1627845.375000 Penalty: 3158.115479
	Iteration 14Q: 3 clusters Score -1627845 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1627900.625000 Penalty: 3158.115479
	Iteration 15Q: 3 clusters Score -1627901 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1627950.875000 Penalty: 3158.115479
	Iteration 16Q: 3 clusters Score -1627951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1627994.125000 Penalty: 3158.115479
	Iteration 17Q: 3 clusters Score -1627994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1628034.250000 Penalty: 3158.115479
	Iteration 18Q: 3 clusters Score -1628034 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1628063.250000 Penalty: 3158.115479
	Iteration 19Q: 3 clusters Score -1628063 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1628102.250000 Penalty: 3158.115479
	Iteration 20F: 3 clusters Score -1628102 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1628153.125000 Penalty: 3158.115479
	Iteration 21Q: 3 clusters Score -1628153 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1628220.625000 Penalty: 3158.115479
	Iteration 22Q: 3 clusters Score -1628221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1628281.875000 Penalty: 3158.115479
	Iteration 23Q: 3 clusters Score -1628282 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1628332.125000 Penalty: 3158.115479
	Iteration 24Q: 3 clusters Score -1628332 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1628380.375000 Penalty: 3158.115479
	Iteration 25Q: 3 clusters Score -1628380 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1628439.125000 Penalty: 3158.115479
	Iteration 26Q: 3 clusters Score -1628439 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1628487.625000 Penalty: 3158.115479
	Iteration 27Q: 3 clusters Score -1628488 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1628545.250000 Penalty: 3158.115479
	Iteration 28Q: 3 clusters Score -1628545 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1628598.500000 Penalty: 3158.115479
	Iteration 29Q: 3 clusters Score -1628598 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1628675.500000 Penalty: 3158.115479
	Iteration 30Q: 3 clusters Score -1628676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1628726.750000 Penalty: 3158.115479
	Iteration 31Q: 3 clusters Score -1628727 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1628777.500000 Penalty: 3158.115479
	Iteration 32Q: 3 clusters Score -1628778 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1628834.125000 Penalty: 3158.115479
	Iteration 33Q: 3 clusters Score -1628834 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1628878.375000 Penalty: 3158.115479
	Iteration 34Q: 3 clusters Score -1628878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1628921.500000 Penalty: 3158.115479
	Iteration 35Q: 3 clusters Score -1628922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1628967.750000 Penalty: 3158.115479
	Iteration 36Q: 3 clusters Score -1628968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1629023.250000 Penalty: 3158.115479
	Iteration 37Q: 3 clusters Score -1629023 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1629070.250000 Penalty: 3158.115479
	Iteration 38Q: 3 clusters Score -1629070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1629119.375000 Penalty: 3158.115479
	Iteration 39Q: 3 clusters Score -1629119 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1629171.625000 Penalty: 3158.115479
	Iteration 40F: 3 clusters Score -1629172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1629240.875000 Penalty: 3158.115479
	Iteration 41Q: 3 clusters Score -1629241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1629288.750000 Penalty: 3158.115479
	Iteration 42Q: 3 clusters Score -1629289 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1629330.625000 Penalty: 3158.115479
	Iteration 43Q: 3 clusters Score -1629331 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1629383.750000 Penalty: 3158.115479
	Iteration 44Q: 3 clusters Score -1629384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1629434.500000 Penalty: 3158.115479
	Iteration 45Q: 3 clusters Score -1629434 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1629475.250000 Penalty: 3158.115479
	Iteration 46Q: 3 clusters Score -1629475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1629510.375000 Penalty: 3158.115479
	Iteration 47Q: 3 clusters Score -1629510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1629546.125000 Penalty: 3158.115479
	Iteration 48Q: 3 clusters Score -1629546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1629572.625000 Penalty: 3158.115479
	Iteration 49Q: 3 clusters Score -1629573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1629609.625000 Penalty: 3158.115479
	Iteration 50Q: 3 clusters Score -1629610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1629634.000000 Penalty: 3158.115479
	Iteration 51Q: 3 clusters Score -1629634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1629664.375000 Penalty: 3158.115479
	Iteration 52Q: 3 clusters Score -1629664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1629684.125000 Penalty: 3158.115479
	Iteration 53Q: 3 clusters Score -1629684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1629701.500000 Penalty: 3158.115479
	Iteration 54Q: 3 clusters Score -1629702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1629716.500000 Penalty: 3158.115479
	Iteration 55Q: 3 clusters Score -1629716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1629729.500000 Penalty: 3158.115479
	Iteration 56Q: 3 clusters Score -1629730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1629742.625000 Penalty: 3158.115479
	Iteration 57Q: 3 clusters Score -1629743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1629749.875000 Penalty: 3158.115479
	Iteration 58Q: 3 clusters Score -1629750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1629753.500000 Penalty: 3158.115479
	Iteration 59Q: 3 clusters Score -1629754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1629757.000000 Penalty: 3158.115479
	Iteration 60F: 3 clusters Score -1629757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1629762.750000 Penalty: 3158.115479
	Iteration 61Q: 3 clusters Score -1629763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1629767.250000 Penalty: 3158.115479
	Iteration 62Q: 3 clusters Score -1629767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1629773.750000 Penalty: 3158.115479
	Iteration 63Q: 3 clusters Score -1629774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1629778.000000 Penalty: 3158.115479
	Iteration 64Q: 3 clusters Score -1629778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1629786.375000 Penalty: 3158.115479
	Iteration 65Q: 3 clusters Score -1629786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1629799.625000 Penalty: 3158.115479
	Iteration 66Q: 3 clusters Score -1629800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1629810.750000 Penalty: 3158.115479
	Iteration 67Q: 3 clusters Score -1629811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1629818.500000 Penalty: 3158.115479
	Iteration 68Q: 3 clusters Score -1629818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1629822.750000 Penalty: 3158.115479
	Iteration 69Q: 3 clusters Score -1629823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1629829.125000 Penalty: 3158.115479
	Iteration 70Q: 3 clusters Score -1629829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1629834.250000 Penalty: 3158.115479
	Iteration 71Q: 3 clusters Score -1629834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1629838.875000 Penalty: 3158.115479
	Iteration 72Q: 3 clusters Score -1629839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1629843.000000 Penalty: 3158.115479
	Iteration 73Q: 3 clusters Score -1629843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1629851.375000 Penalty: 3158.115479
	Iteration 74Q: 3 clusters Score -1629851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1629853.375000 Penalty: 3158.115479
	Iteration 75Q: 3 clusters Score -1629853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1629853.750000 Penalty: 3158.115479
	Iteration 76Q: 3 clusters Score -1629854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1629858.250000 Penalty: 3158.115479
	Iteration 77Q: 3 clusters Score -1629858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1629858.500000 Penalty: 3158.115479
	Iteration 78Q: 3 clusters Score -1629858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1629860.875000 Penalty: 3158.115479
	Iteration 79Q: 3 clusters Score -1629861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1629861.125000 Penalty: 3158.115479
	Iteration 80F: 3 clusters Score -1629861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Entering Unmasked Estep 
Score: -1519531.375000 Penalty: 1569.295654
	Iteration 0F: 2 clusters Score -1519531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1508758.125000 Penalty: 3138.591309
	Iteration 0F: 3 clusters Score -1508758 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1512452.500000 Penalty: 3138.591309
	Iteration 1F: 3 clusters Score -1512452 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1512766.750000 Penalty: 3138.591309
	Iteration 2F: 3 clusters Score -1512767 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1513113.750000 Penalty: 3138.591309
	Iteration 3Q: 3 clusters Score -1513114 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1513606.750000 Penalty: 3138.591309
	Iteration 4Q: 3 clusters Score -1513607 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1514340.875000 Penalty: 3138.591309
	Iteration 5F: 3 clusters Score -1514341 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1515260.250000 Penalty: 3138.591309
	Iteration 6F: 3 clusters Score -1515260 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1516311.500000 Penalty: 3138.591309
	Iteration 7F: 3 clusters Score -1516312 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1517238.750000 Penalty: 3138.591309
	Iteration 8F: 3 clusters Score -1517239 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1517968.875000 Penalty: 3138.591309
	Iteration 9F: 3 clusters Score -1517969 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1518503.375000 Penalty: 3138.591309
	Iteration 10Q: 3 clusters Score -1518503 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1518818.750000 Penalty: 3138.591309
	Iteration 11Q: 3 clusters Score -1518819 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1519011.875000 Penalty: 3138.591309
	Iteration 12Q: 3 clusters Score -1519012 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1519126.125000 Penalty: 3138.591309
	Iteration 13Q: 3 clusters Score -1519126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1519221.500000 Penalty: 3138.591309
	Iteration 14Q: 3 clusters Score -1519222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1519287.250000 Penalty: 3138.591309
	Iteration 15Q: 3 clusters Score -1519287 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1519331.375000 Penalty: 3138.591309
	Iteration 16Q: 3 clusters Score -1519331 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1519360.875000 Penalty: 3138.591309
	Iteration 17Q: 3 clusters Score -1519361 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1519387.500000 Penalty: 3138.591309
	Iteration 18Q: 3 clusters Score -1519388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1519401.250000 Penalty: 3138.591309
	Iteration 19Q: 3 clusters Score -1519401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1519416.875000 Penalty: 3138.591309
	Iteration 20F: 3 clusters Score -1519417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1519426.750000 Penalty: 3138.591309
	Iteration 21Q: 3 clusters Score -1519427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1519435.250000 Penalty: 3138.591309
	Iteration 22Q: 3 clusters Score -1519435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1519438.625000 Penalty: 3138.591309
	Iteration 23Q: 3 clusters Score -1519439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1519444.500000 Penalty: 3138.591309
	Iteration 24Q: 3 clusters Score -1519444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1519451.625000 Penalty: 3138.591309
	Iteration 25Q: 3 clusters Score -1519452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1519450.750000 Penalty: 3138.591309
	Iteration 26Q: 3 clusters Score -1519451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1519454.500000 Penalty: 3138.591309
	Iteration 27Q: 3 clusters Score -1519454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1519454.625000 Penalty: 3138.591309
	Iteration 28Q: 3 clusters Score -1519455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1519454.250000 Penalty: 3138.591309
	Iteration 29Q: 3 clusters Score -1519454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1519458.750000 Penalty: 3138.591309
	Iteration 30Q: 3 clusters Score -1519459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1519460.125000 Penalty: 3138.591309
	Iteration 31Q: 3 clusters Score -1519460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1519458.375000 Penalty: 3138.591309
	Iteration 32Q: 3 clusters Score -1519458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1519457.125000 Penalty: 3138.591309
	Iteration 33Q: 3 clusters Score -1519457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1519459.750000 Penalty: 3138.591309
	Iteration 34Q: 3 clusters Score -1519460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1519459.750000 Penalty: 3138.591309
	Iteration 35Q: 3 clusters Score -1519460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1519457.750000 Penalty: 3138.591309
	Iteration 36Q: 3 clusters Score -1519458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1519460.750000 Penalty: 3138.591309
	Iteration 37Q: 3 clusters Score -1519461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1519459.875000 Penalty: 3138.591309
	Iteration 38Q: 3 clusters Score -1519460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1519458.625000 Penalty: 3138.591309
	Iteration 39Q: 3 clusters Score -1519459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1519458.500000 Penalty: 3138.591309
	Iteration 40F: 3 clusters Score -1519458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1519461.375000 Penalty: 3138.591309
	Iteration 41Q: 3 clusters Score -1519461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1519464.250000 Penalty: 3138.591309
	Iteration 42Q: 3 clusters Score -1519464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1519462.750000 Penalty: 3138.591309
	Iteration 43Q: 3 clusters Score -1519463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1519461.250000 Penalty: 3138.591309
	Iteration 44Q: 3 clusters Score -1519461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1519461.250000 Penalty: 3138.591309
	Iteration 45F: 3 clusters Score -1519461 nChanged 0
--- Evaluating fit on full set of 1635949 points ---
Entering Unmasked Estep 
Score: -157049680.000000 Penalty: 58125.167969
25->26 Clusters: Score -157049680.000000, best is -157129152.000000

Main iterations: 0 (time per=infms)
Total iterations: 38254 (time per=227.295956ms)
Iterations metric 2: 896347144192.000000 (time per=9.700460ns)
Iterations metric 3: 21511201095680.000000 (time per=404.207067ps)

That took 8694.979492 seconds.
